diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml deleted file mode 100644 index f21b1be0da7d..000000000000 --- a/.github/workflows/benchmark.yml +++ /dev/null @@ -1,208 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: "Ubuntu Benchmark" - -on: - pull_request: - paths: - - 'velox/**' - - '!velox/docs/**' - - 'third_party/**' - - 'pyvelox/**' - - '.github/workflows/benchmark.yml' - push: - branches: [main] - -permissions: - contents: read - -defaults: - run: - shell: bash -#TODO concurrency groups? -jobs: - benchmark: - if: github.repository == 'facebookincubator/velox' - runs-on: 8-core - container: ghcr.io/facebookincubator/velox-dev:amd64-ubuntu-22.04-avx - env: - CCACHE_DIR: "${{ github.workspace }}/.ccache/" - CCACHE_BASEDIR: "${{ github.workspace }}" - BINARY_DIR: "${{ github.workspace }}/benchmarks/" - LINUX_DISTRO: "ubuntu" - RESULTS_ROOT: "${{ github.workspace }}/benchmark-results" - BASELINE_OUTPUT_PATH: "${{ github.workspace }}/benchmark-results/baseline/" - CONTENDER_OUTPUT_PATH: "${{ github.workspace }}/benchmark-results/contender/" - steps: - - name: "Setup ccache and python" - run: | - # Set up ccache configs . - mkdir -p .ccache - ccache -sz -M 5Gi - - - name: "Restore ccache" - uses: actions/cache/restore@v3 - id: restore-cache - with: - path: ".ccache" - key: ccache-benchmark-${{ github.sha }} - restore-keys: | - ccache-benchmark- - - - name: "Checkout Repo" - if: ${{ github.event_name == 'pull_request' }} - uses: actions/checkout@v3 - with: - path: 'velox' - repository: ${{ github.event.pull_request.head.repo.full_name }} - ref: ${{ github.head_ref }} - fetch-depth: 0 - submodules: 'recursive' - - - name: "Checkout Merge Base" - if: ${{ github.event_name == 'pull_request' }} - working-directory: velox - run: | - # Choose merge base from upstream main to avoid issues with - # outdated fork branches - git fetch origin - git remote add upstream https://github.com/facebookincubator/velox - git fetch upstream - git status - merge_base=$(git merge-base 'upstream/${{ github.base_ref }}' 'origin/${{ github.head_ref }}') || \ - { echo "::error::Failed to find merge base"; exit 1; } - echo "Merge Base: $merge_base" - git checkout $merge_base - echo $(git log -n 1) - - - name: Build Baseline Benchmarks - if: ${{ github.event_name == 'pull_request' }} - working-directory: velox - run: | - n_cores=$(nproc) - make benchmarks-basic-build NUM_THREADS=$n_cores MAX_HIGH_MEM_JOBS=$n_cores MAX_LINK_JOBS=$n_cores - ccache -s - mkdir -p ${BINARY_DIR}/baseline/ - cp -r --verbose _build/release/velox/benchmarks/basic/* ${BINARY_DIR}/baseline/ - - - name: "Checkout Contender PR" - if: ${{ github.event_name == 'pull_request' }} - working-directory: velox - run: | - git checkout '${{ github.event.pull_request.head.sha }}' - - - name: "Checkout Contender" - if: ${{ github.event_name == 'push' }} - uses: actions/checkout@v3 - with: - path: 'velox' - ref: ${{ github.sha }} - submodules: 'recursive' - - - name: Build Contender Benchmarks - working-directory: velox - run: | - n_cores=$(nproc) - make benchmarks-basic-build NUM_THREADS=$n_cores MAX_HIGH_MEM_JOBS=$n_cores MAX_LINK_JOBS=$n_cores - ccache -s - mkdir -p ${BINARY_DIR}/contender/ - cp -r --verbose _build/release/velox/benchmarks/basic/* ${BINARY_DIR}/contender/ - - - name: "Save ccache" - uses: actions/cache/save@v3 - id: cache - with: - path: ".ccache" - key: ccache-benchmark-${{ github.sha }} - - - name: "Install benchmark dependencies" - run: | - python3 -m pip install -r velox/scripts/benchmark-requirements.txt - - - name: "Run Benchmarks - Baseline" - if: ${{ github.event_name == 'pull_request' }} - working-directory: 'velox' - run: | - make benchmarks-basic-run \ - EXTRA_BENCHMARK_FLAGS="--binary_path ${BINARY_DIR}/baseline/ --output_path ${BASELINE_OUTPUT_PATH}" - - - name: "Run Benchmarks - Contender" - working-directory: 'velox' - run: | - make benchmarks-basic-run \ - EXTRA_BENCHMARK_FLAGS="--binary_path ${BINARY_DIR}/contender/ --output_path ${CONTENDER_OUTPUT_PATH}" - - - name: "Compare initial results" - id: compare - if: ${{ github.event_name == 'pull_request' }} - run: | - ./velox/scripts/benchmark-runner.py compare \ - --baseline_path ${BASELINE_OUTPUT_PATH} \ - --contender_path ${CONTENDER_OUTPUT_PATH} \ - --rerun_json_output "benchmark-results/rerun_json_output_0.json" \ - --do_not_fail - - - name: "Rerun Benchmarks" - if: ${{ github.event_name == 'pull_request'}} - working-directory: 'velox' - run: | - for i in 1 2 3 4 5; do - CURRENT_JSON_RERUN="${RESULTS_ROOT}/rerun_json_output_$((${i} - 1)).json" - NEXT_JSON_RERUN="${RESULTS_ROOT}/rerun_json_output_${i}.json" - - if [ ! -s "${CURRENT_JSON_RERUN}" ]; then - echo "::notice::Rerun iteration ${i} found empty file. Finalizing." - break - fi - - echo "::group::Rerun iteration: ${i}" - make benchmarks-basic-run \ - EXTRA_BENCHMARK_FLAGS="--binary_path ${BINARY_DIR}/baseline/ --output_path ${BASELINE_OUTPUT_PATH}/rerun-${i}/ --rerun_json_input ${CURRENT_JSON_RERUN}" - - make benchmarks-basic-run \ - EXTRA_BENCHMARK_FLAGS="--binary_path ${BINARY_DIR}/contender/ --output_path ${CONTENDER_OUTPUT_PATH}/rerun-${i}/ --rerun_json_input ${CURRENT_JSON_RERUN}" - - ./scripts/benchmark-runner.py compare \ - --baseline_path ${BASELINE_OUTPUT_PATH}/rerun-${i}/ \ - --contender_path ${CONTENDER_OUTPUT_PATH}/rerun-${i}/ \ - --rerun_json_output ${NEXT_JSON_RERUN} \ - --do_not_fail - echo "::endgroup::" - done - - - echo "::group::Compare final results" - ./scripts/benchmark-runner.py compare \ - --baseline_path ${BASELINE_OUTPUT_PATH} \ - --contender_path ${CONTENDER_OUTPUT_PATH} \ - --recursive \ - --do_not_fail - echo "::endgroup::" - - - name: "Save PR number" - run: echo "${{ github.event.pull_request.number }}" > pr_number.txt - - - name: "Upload PR number" - uses: actions/upload-artifact@v3 - with: - path: "pr_number.txt" - name: "pr_number" - - - name: "Upload result artifact" - uses: actions/upload-artifact@v3 - with: - path: "benchmark-results" - name: "benchmark-results" - diff --git a/.github/workflows/build_pyvelox.yml b/.github/workflows/build_pyvelox.yml deleted file mode 100644 index 8376dafd6ba3..000000000000 --- a/.github/workflows/build_pyvelox.yml +++ /dev/null @@ -1,178 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Build Pyvelox Wheels - -on: - workflow_dispatch: - inputs: - version: - description: 'pyvelox version' - required: false - ref: - description: 'git ref to build' - required: false - publish: - description: 'publish to PyPI' - required: false - type: boolean - default: false - # schedule: - # - cron: '15 0 * * *' - pull_request: - paths: - - 'velox/**' - - '!velox/docs/**' - - 'third_party/**' - - 'pyvelox/**' - - '.github/workflows/build_pyvelox.yml' - -permissions: - contents: read - -concurrency: - group: ${{ github.workflow }}-${{ github.repository }}-${{ github.head_ref || github.sha }} - cancel-in-progress: true - -jobs: - build_wheels: - name: Build wheels on ${{ matrix.os }} - runs-on: ${{ matrix.os }} - strategy: - fail-fast: false - matrix: - os: [ubuntu-22.04, macos-11] - steps: - - uses: actions/checkout@v3 - with: - ref: ${{ inputs.ref || github.ref }} - fetch-depth: 0 - submodules: recursive - - - uses: actions/setup-python@v4 - with: - python-version: '3.10' - - - name: "Determine Version" - if: ${{ !inputs.version && github.event_name != 'pull_request' }} - id: version - run: | - # count number of commits since last tag matching a regex - # and use that to determine the version number - # e.g. if the last tag is 0.0.1, and there have been 5 commits since then - # the version will be 0.0.1a5 - git fetch --tags - INITIAL_COMMIT=5d4db2569b7c249644bf36a543ba1bd8f12bf77c - # Can't use PCRE for portability - BASE_VERSION=$(grep -oE '[0-9]+\.[0-9]+\.[0-9]+' version.txt) - - LAST_TAG=$(git describe --tags --match "pyvelox-v[0-9]*" --abbrev=0 || echo $INITIAL_COMMIT) - COMMITS_SINCE_TAG=$(git rev-list --count ${LAST_TAG}..HEAD) - - if [ "$LAST_TAG" = "$INITIAL_COMMIT" ]; then - VERSION=$BASE_VERSION - else - VERSION=$(echo $LAST_TAG | sed '/pyvelox-v//') - fi - # NEXT_VERSION=$(echo $VERSION | awk -F. -v OFS=. '{$NF++ ; print}') - echo "build_version=${VERSION}a${COMMITS_SINCE_TAG}" >> $GITHUB_OUTPUT - - - run: mkdir -p .ccache - - name: "Restore ccache" - uses: actions/cache/restore@v3 - id: restore-cache - with: - path: ".ccache" - key: ccache-wheels-${{ matrix.os }}-${{ github.sha }} - restore-keys: | - ccache-wheels-${{ matrix.os }}- - - - if: matrix.os == 'macos-11' - run: | - echo "OPENSSL_ROOT_DIR=/usr/local/opt/openssl@1.1/" >> $GITHUB_ENV - - - name: "Create sdist" - if: matrix.os == 'ubuntu-22.04' - env: - BUILD_VERSION: "${{ inputs.version || steps.version.outputs.build_version }}" - run: | - python setup.py sdist --dist-dir wheelhouse - - - name: Build wheels - uses: pypa/cibuildwheel@v2.12.0 - env: - # required for preadv/pwritev - MACOSX_DEPLOYMENT_TARGET: "11.0" - CIBW_ARCHS: "x86_64" - # On PRs only build for Python 3.7 - CIBW_BUILD: ${{ github.event_name == 'pull_request' && 'cp37-*' || 'cp3*' }} - CIBW_SKIP: "*musllinux* cp36-*" - CIBW_MANYLINUX_X86_64_IMAGE: "ghcr.io/facebookincubator/velox-dev:torcharrow-avx" - CIBW_BEFORE_ALL_MACOS: > - bash {package}/scripts/setup-macos.sh && - bash {package}/scripts/setup-macos.sh install_folly - CIBW_BEFORE_ALL_LINUX: > - mkdir -p /output && - cp -R /host${{ github.workspace }}/.ccache /output/.ccache && - ccache -s - CIBW_ENVIRONMENT_PASS_LINUX: CCACHE_DIR BUILD_VERSION - CIBW_TEST_COMMAND: "cd {project}/pyvelox && python -m unittest -v" - CIBW_TEST_SKIP: "*macos*" - CCACHE_DIR: "${{ matrix.os != 'macos-11' && '/output' || github.workspace }}/.ccache" - BUILD_VERSION: "${{ inputs.version || steps.version.outputs.build_version }}" - with: - output-dir: wheelhouse - - - name: "Move .ccache to workspace" - if: matrix.os != 'macos-11' - run: | - mkdir -p .ccache - cp -R ./wheelhouse/.ccache/* .ccache - - - name: "Save ccache" - uses: actions/cache/save@v3 - id: cache - with: - path: ".ccache" - key: ccache-wheels-${{ matrix.os }}-${{ github.sha }} - - - uses: actions/upload-artifact@v3 - with: - name: wheels - path: | - ./wheelhouse/*.whl - ./wheelhouse/*.tar.gz - - publish_wheels: - name: Publish Wheels to PyPI - if: ${{ github.event_name == 'schedule' || inputs.publish }} - needs: build_wheels - runs-on: ubuntu-22.04 - steps: - - uses: actions/download-artifact@v3 - with: - name: wheels - path: ./wheelhouse - - - run: ls wheelhouse - - - uses: actions/setup-python@v3 - with: - python-version: "3.10" - - - name: Publish a Python distribution to PyPI - uses: pypa/gh-action-pypi-publish@v1.6.4 - with: - password: ${{ secrets.PYPI_API_TOKEN }} - packages_dir: wheelhouse diff --git a/.github/workflows/conbench_upload.yml b/.github/workflows/conbench_upload.yml deleted file mode 100644 index f137de6b9d2c..000000000000 --- a/.github/workflows/conbench_upload.yml +++ /dev/null @@ -1,151 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Upload Benchmark Results -on: - workflow_dispatch: - inputs: - run_id: - description: 'workflow run id to use the artifacts from' - required: true - workflow_run: - workflows: ["Ubuntu Benchmark"] - types: - - completed - -permissions: - contents: read - actions: read - statuses: write - #TODO comment results to PR - -jobs: - upload: - runs-on: ubuntu-latest - if: ${{ (github.event.workflow_run.conclusion == 'success' || - github.event_name == 'workflow_dispatch') && - github.repository == 'facebookincubator/velox' }} - steps: - - - name: 'Download artifacts' - id: 'download' - uses: actions/github-script@v6 - with: - script: | - const run_id = "${{ github.event.workflow_run.id || inputs.run_id }}"; - let benchmark_run = await github.rest.actions.getWorkflowRun({ - owner: context.repo.owner, - repo: context.repo.repo, - run_id: run_id, - }); - - let artifacts = await github.rest.actions.listWorkflowRunArtifacts({ - owner: context.repo.owner, - repo: context.repo.repo, - run_id: run_id, - }); - - let result_artifact = artifacts.data.artifacts.filter((artifact) => { - return artifact.name == "benchmark-results" - })[0]; - - let pr_artifact = artifacts.data.artifacts.filter((artifact) => { - return artifact.name == "pr_number" - })[0]; - - let result_download = await github.rest.actions.downloadArtifact({ - owner: context.repo.owner, - repo: context.repo.repo, - artifact_id: result_artifact.id, - archive_format: 'zip', - }); - - let pr_download = await github.rest.actions.downloadArtifact({ - owner: context.repo.owner, - repo: context.repo.repo, - artifact_id: pr_artifact.id, - archive_format: 'zip', - }); - - var fs = require('fs'); - fs.writeFileSync('${{github.workspace}}/benchmark-results.zip', Buffer.from(result_download.data)); - fs.writeFileSync('${{github.workspace}}/pr_number.zip', Buffer.from(pr_download.data)); - - core.setOutput('contender_sha', benchmark_run.data.head_sha); - - name: Extract artifact - id: extract - run: | - unzip benchmark-results.zip -d benchmark-results - unzip pr_number.zip - echo "pr_number=$(cat pr_number.txt)" >> $GITHUB_OUTPUT - - uses: actions/checkout@v3 - with: - path: velox - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - cache: 'pip' - cache-dependency-path: "velox/scripts/*" - - - name: "Install dependencies" - run: python -m pip install -r velox/scripts/benchmark-requirements.txt - - - name: "Upload results" - env: - CONBENCH_URL: "https://velox-conbench.voltrondata.run/" - CONBENCH_MACHINE_INFO_NAME: "GitHub-runner-8-core" - CONBENCH_EMAIL: "${{ secrets.CONBENCH_EMAIL }}" - CONBENCH_PASSWORD: "${{ secrets.CONBENCH_PASSWORD }}" - CONBENCH_PROJECT_REPOSITORY: "${{ github.repository }}" - CONBENCH_PROJECT_COMMIT: "${{ steps.download.outputs.contender_sha }}" - run: | - if [ "${{ steps.extract.outputs.pr_number }}" -gt 0]; then - export CONBENCH_PROJECT_PR_NUMBER="${{ steps.extract.outputs.pr_number }}" - fi - - ./velox/scripts/benchmark-runner.py upload \ - --run_id "GHA-${{ github.run_id }}-${{ github.run_attempt }}" \ - --pr_number "${{ steps.extract.outputs.pr_number }}" \ - --sha "${{ steps.download.outputs.contender_sha }}" \ - --output_dir "${{ github.workspace }}/benchmark-results/contender/" - - - name: "Status Check" - # Status functions like failure() only work in `if:` - if: failure() - id: status - run: echo "failed=true" >> $GITHUB_OUTPUT - - - name: "Create commit status" - uses: actions/github-script@v6 - if: always() - with: - script: | - let url = 'https://github.com/${{github.repository}}/actions/runs/${{ github.run_id }}' - let state = 'success' - let description = 'Result upload succeeded!' - - if(${{ steps.status.outputs.failed || false }}) { - state = 'failure' - description = 'Result upload failed!' - } - - github.rest.repos.createCommitStatus({ - owner: context.repo.owner, - repo: context.repo.repo, - sha: '${{ steps.download.outputs.contender_sha }}', - state: state, - target_url: url, - description: description, - context: 'Benchmark Result Upload' - }) diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml deleted file mode 100644 index 9a9988910e49..000000000000 --- a/.github/workflows/docker.yml +++ /dev/null @@ -1,90 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -name: Build & Push Docker Images - -on: - pull_request: - paths: - - scripts/*.dockfile - - scripts/*.dockerfile - - scripts/setup-*.sh - - .github/workflows/docker.yml - push: - branches: [main] - paths: - - scripts/*.dockfile - - scripts/*.dockerfile - - scripts/setup-*.sh - - .github/workflows/docker.yml - -concurrency: - group: ${{ github.workflow }}-${{ github.repository }}-${{ github.head_ref || github.sha }} - cancel-in-progress: true - -permissions: - contents: read - packages: write - -jobs: - linux: - runs-on: ubuntu-latest - steps: - - name: Login to GitHub Container Registry - uses: docker/login-action@v2 - with: - registry: ghcr.io - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Set up QEMU - uses: docker/setup-qemu-action@v2 - - - name: Set up Docker Buildx - uses: docker/setup-buildx-action@v2 - - - uses: actions/checkout@v3 - - - name: Build and Push check - uses: docker/build-push-action@v3 - with: - context: scripts - file: scripts/check-container.dockfile - build-args: cpu_target=avx - push: ${{ github.repository == 'facebookincubator/velox' && github.event_name != 'pull_request'}} - tags: ghcr.io/facebookincubator/velox-dev:check-avx - - - name: Build and Push circle-ci - uses: docker/build-push-action@v3 - with: - context: scripts - file: scripts/circleci-container.dockfile - build-args: cpu_target=avx - push: ${{ github.repository == 'facebookincubator/velox' && github.event_name != 'pull_request'}} - tags: ghcr.io/facebookincubator/velox-dev:circleci-avx - - - name: Build and Push velox-torcharrow - uses: docker/build-push-action@v3 - with: - context: scripts - file: scripts/velox-torcharrow-container.dockfile - build-args: cpu_target=avx - push: ${{ github.repository == 'facebookincubator/velox' && github.event_name != 'pull_request'}} - tags: ghcr.io/facebookincubator/velox-dev:torcharrow-avx - - - name: Build and Push dev-image - uses: docker/build-push-action@v3 - with: - file: scripts/ubuntu-22.04-cpp.dockerfile - push: ${{ github.repository == 'facebookincubator/velox' && github.event_name != 'pull_request'}} - tags: ghcr.io/facebookincubator/velox-dev:amd64-ubuntu-22.04-avx diff --git a/.github/workflows/unittest.yml b/.github/workflows/unittest.yml new file mode 100644 index 000000000000..b1bdd3091075 --- /dev/null +++ b/.github/workflows/unittest.yml @@ -0,0 +1,26 @@ +name: Velox Unit Tests Suite + +on: + pull_request + +concurrency: + group: ${{ github.repository }}-${{ github.head_ref || github.sha }}-${{ github.workflow }} + cancel-in-progress: true + +jobs: + + velox-test: + runs-on: self-hosted + steps: + - uses: actions/checkout@v2 + - run: sudo apt-get update + - run: sudo apt-get install -y cmake ccache build-essential + - run: sudo apt-get install -y maven + - run: sudo apt-get install -y libboost-all-dev libcurl4-openssl-dev + - run: sudo apt-get install -y libssl-dev + - run: sudo apt-get install -y libz-dev + - name: Compile C++ unit tests + run: | + git submodule sync --recursive && git submodule update --init --recursive + ./scripts/setup-ubuntu.sh + make release EXTRA_CMAKE_FLAGS="-DVELOX_ENABLE_ARROW=ON" diff --git a/CMakeLists.txt b/CMakeLists.txt index a068857a113f..bce97f37755b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -17,6 +17,8 @@ cmake_minimum_required(VERSION 3.14) cmake_policy(SET CMP0077 NEW) set(CMAKE_POLICY_DEFAULT_CMP0077 NEW) +set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/CMake" ${CMAKE_MODULE_PATH}) +set(CMAKE_EXPORT_COMPILE_COMMANDS ON) # set the project name project(velox) @@ -237,11 +239,12 @@ message("Setting CMAKE_CXX_FLAGS=${SCRIPT_CXX_FLAGS}") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${SCRIPT_CXX_FLAGS}") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D USE_VELOX_COMMON_BASE") -set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D HAS_UNCAUGHT_EXCEPTIONS") +set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D HAS_UNCAUGHT_EXCEPTIONS -fPIC") if(${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsigned-char") endif() + # Under Ninja, we are able to designate certain targets large enough to require # restricted parallelism. if("${MAX_HIGH_MEM_JOBS}") diff --git a/scripts/setup-centos7.sh b/scripts/setup-centos7.sh new file mode 100644 index 000000000000..861db1c6692c --- /dev/null +++ b/scripts/setup-centos7.sh @@ -0,0 +1,208 @@ +#!/bin/bash +# Copyright (c) Facebook, Inc. and its affiliates. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +set -efx -o pipefail +# Some of the packages must be build with the same compiler flags +# so that some low level types are the same size. Also, disable warnings. +SCRIPTDIR=$(dirname "${BASH_SOURCE[0]}") +source $SCRIPTDIR/setup-helper-functions.sh +CPU_TARGET="${CPU_TARGET:-avx}" +NPROC=$(getconf _NPROCESSORS_ONLN) +export CFLAGS=$(get_cxx_flags $CPU_TARGET) # Used by LZO. +export CXXFLAGS=$CFLAGS # Used by boost. +export CPPFLAGS=$CFLAGS # Used by LZO. +FB_OS_VERSION=v2022.11.14.00 + +function run_and_time { + time "$@" + { echo "+ Finished running $*"; } 2> /dev/null +} + +function dnf_install { + dnf install -y -q --setopt=install_weak_deps=False "$@" +} + +function yum_install { + yum install -y "$@" +} + +function cmake_install_deps { + cmake -B"$1-build" -GNinja -DCMAKE_CXX_STANDARD=17 \ + -DCMAKE_CXX_FLAGS="${CFLAGS}" -DCMAKE_POSITION_INDEPENDENT_CODE=ON -DCMAKE_BUILD_TYPE=Release -Wno-dev "$@" + ninja -C "$1-build" install +} + +function wget_and_untar { + local URL=$1 + local DIR=$2 + mkdir -p "${DIR}" + wget -q --max-redirect 3 -O - "${URL}" | tar -xz -C "${DIR}" --strip-components=1 +} + +function install_cmake { + wget_and_untar https://cmake.org/files/v3.25/cmake-3.25.1.tar.gz cmake-3 + cd cmake-3 + ./bootstrap --prefix=/usr/local + make -j${nproc} + make install + cmake --version +} + +function install_ninja { + github_checkout ninja-build/ninja v1.11.1 + ./configure.py --bootstrap + cmake -Bbuild-cmake + cmake --build build-cmake + cp ninja /usr/local/bin/ +} + +function install_fmt { + github_checkout fmtlib/fmt 8.0.0 + cmake_install -DFMT_TEST=OFF +} + +function install_folly { + github_checkout facebook/folly "${FB_OS_VERSION}" + cmake_install -DBUILD_TESTS=OFF +} + +function install_conda { + mkdir -p conda && cd conda + wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh + MINICONDA_PATH=/opt/miniconda-for-velox + bash Miniconda3-latest-Linux-x86_64.sh -b -u $MINICONDA_PATH +} + +function install_openssl { + wget_and_untar https://github.com/openssl/openssl/archive/refs/tags/OpenSSL_1_1_1s.tar.gz openssl + cd openssl + ./config + make depend + make + make install + mv /usr/bin/openssl /usr/bin/openssl.bak + ln -s /usr/local/ssl/bin/openssl /usr/bin/openssl +} + +function install_gflags { + wget_and_untar https://github.com/gflags/gflags/archive/v2.2.2.tar.gz gflags + cd gflags + cmake_install -DBUILD_SHARED_LIBS=ON -DBUILD_STATIC_LIBS=ON -DBUILD_gflags_LIB=ON -DLIB_SUFFIX=64 -DCMAKE_INSTALL_PREFIX:PATH=/usr/local +} + +function install_glog { + wget_and_untar https://github.com/google/glog/archive/v0.5.0.tar.gz glog + cd glog + cmake_install -DBUILD_SHARED_LIBS=ON -DCMAKE_INSTALL_PREFIX:PATH=/usr/local +} + +function install_snappy { + wget_and_untar https://github.com/google/snappy/archive/1.1.8.tar.gz snappy + cd snappy + cmake_install -DSNAPPY_BUILD_TESTS=OFF +} + +function install_dwarf { + wget_and_untar https://github.com/davea42/libdwarf-code/archive/refs/tags/20210528.tar.gz dwarf + cd dwarf + #local URL=https://github.com/davea42/libdwarf-code/releases/download/v0.5.0/libdwarf-0.5.0.tar.xz + #local DIR=dwarf + #mkdir -p "${DIR}" + #wget -q --max-redirect 3 "${URL}" + #tar -xf libdwarf-0.5.0.tar.xz -C "${DIR}" + #cd dwarf/libdwarf-0.5.0 + ./configure --enable-shared=yes + make + make check + make install +} + +function install_prerequisites { + run_and_time install_openssl + run_and_time install_gflags + run_and_time install_glog + run_and_time install_snappy + run_and_time install_dwarf +} + +function install_velox_deps { + run_and_time install_fmt + run_and_time install_folly + run_and_time install_conda +} + +# CMAKE-3 install +run_and_time install_cmake + +# ninja-build install +run_and_time install_ninja + +# dnf install dependency libraries +dnf_install epel-release dnf-plugins-core # For ccache, ninja +# PowerTools only works on CentOS8 +# dnf config-manager --set-enabled powertools +dnf_install ccache git wget which libevent-devel \ + openssl-devel re2-devel libzstd-devel lz4-devel double-conversion-devel \ + curl-devel cmake + +dnf remove -y gflags + +# Required for Thrift +dnf_install autoconf automake libtool bison flex python3 + +dnf_install conda + +# Activate gcc9; enable errors on unset variables afterwards. +# GCC9 install via yum and devtoolset +# dnf install gcc-toolset-9 only works on CentOS8 +yum_install centos-release-scl +yum_install devtoolset-9 +source /opt/rh/devtoolset-9/enable || exit 1 +gcc --version +set -u + +# Build from Sources +# Fetch sources. +wget_and_untar http://www.oberhumer.com/opensource/lzo/download/lzo-2.10.tar.gz lzo & +wget_and_untar https://boostorg.jfrog.io/artifactory/main/release/1.72.0/source/boost_1_72_0.tar.gz boost & +#wget_and_untar https://github.com/fmtlib/fmt/archive/8.0.0.tar.gz fmt & + +wait # For cmake and source downloads to complete. + +# Build & install. +# install lzo +( + cd lzo + ./configure --prefix=/usr/local --enable-shared --disable-static --docdir=/usr/local/share/doc/lzo-2.10 + make "-j$(nproc)" + make install +) + +# install boost +( + cd boost + ./bootstrap.sh --prefix=/usr/local --with-python=/usr/bin/python3 --with-python-root=/usr/lib/python3.6 + ./b2 "-j$(nproc)" -d0 install threading=multi +) + +# install prerequisites +install_prerequisites + +# install fmt +#cmake_install fmt -DFMT_TEST=OFF + +install_velox_deps + +dnf clean all diff --git a/scripts/setup-ubuntu.sh b/scripts/setup-ubuntu.sh index 7c2753371c8e..a0ccbb663c5f 100755 --- a/scripts/setup-ubuntu.sh +++ b/scripts/setup-ubuntu.sh @@ -29,7 +29,7 @@ DEPENDENCY_DIR=${DEPENDENCY_DIR:-$(pwd)} export CMAKE_BUILD_TYPE=Release # Install all velox and folly dependencies. -sudo --preserve-env apt update && apt install -y \ +sudo --preserve-env apt update && sudo apt install -y \ g++ \ cmake \ ccache \ @@ -89,7 +89,7 @@ function install_conda { mkdir -p conda && cd conda wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh MINICONDA_PATH=/opt/miniconda-for-velox - bash Miniconda3-latest-Linux-x86_64.sh -b -p $MINICONDA_PATH + bash Miniconda3-latest-Linux-x86_64.sh -b -u $MINICONDA_PATH } function install_velox_deps { diff --git a/third_party/CMakeLists.txt b/third_party/CMakeLists.txt index c101837b5b07..9bcb4c01bca8 100644 --- a/third_party/CMakeLists.txt +++ b/third_party/CMakeLists.txt @@ -44,7 +44,8 @@ if(VELOX_ENABLE_ARROW) -DCMAKE_INSTALL_PREFIX=${ARROW_PREFIX}/install -DCMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE} -DARROW_BUILD_STATIC=ON - -DThrift_SOURCE=${THRIFT_SOURCE}) + -DThrift_SOURCE=BUNDLED + -Dre2_SOURCE=AUTO) set(ARROW_LIBDIR ${ARROW_PREFIX}/install/${CMAKE_INSTALL_LIBDIR}) add_library(thrift STATIC IMPORTED GLOBAL) @@ -67,7 +68,7 @@ if(VELOX_ENABLE_ARROW) ExternalProject_Add( arrow_ep PREFIX ${ARROW_PREFIX} - URL "https://dlcdn.apache.org/arrow/arrow-8.0.0/apache-arrow-8.0.0.tar.gz" + URL "https://github.com/oap-project/arrow/archive/refs/tags/v11.0.0-gluten-1.0.0.tar.gz" SOURCE_SUBDIR cpp CMAKE_ARGS ${ARROW_CMAKE_ARGS} BUILD_BYPRODUCTS ${ARROW_LIBDIR}/libarrow.a ${ARROW_LIBDIR}/libparquet.a diff --git a/velox/CMakeLists.txt b/velox/CMakeLists.txt index 3f24ef512fad..2d61264980e7 100644 --- a/velox/CMakeLists.txt +++ b/velox/CMakeLists.txt @@ -71,6 +71,6 @@ if(${VELOX_CODEGEN_SUPPORT}) endif() # substrait converter -if(${VELOX_ENABLE_SUBSTRAIT}) +# if(${VELOX_ENABLE_SUBSTRAIT}) add_subdirectory(substrait) -endif() +# endif() diff --git a/velox/common/memory/MemoryAllocator.cpp b/velox/common/memory/MemoryAllocator.cpp index b77a38fda0af..931c90ac2b9b 100644 --- a/velox/common/memory/MemoryAllocator.cpp +++ b/velox/common/memory/MemoryAllocator.cpp @@ -103,7 +103,9 @@ class MallocAllocator : public MemoryAllocator { MallocAllocator(); ~MallocAllocator() { - VELOX_CHECK((numAllocated_ == 0) && (numMapped_ == 0), "{}", toString()); + if (numAllocated_ != 0 || numMapped_ != 0) { + std::cout << toString() << std::endl; + } } Kind kind() const override { diff --git a/velox/connectors/hive/CMakeLists.txt b/velox/connectors/hive/CMakeLists.txt index 4cb569b303b6..ab53a98de2d4 100644 --- a/velox/connectors/hive/CMakeLists.txt +++ b/velox/connectors/hive/CMakeLists.txt @@ -13,11 +13,11 @@ # limitations under the License. add_library( - velox_hive_connector OBJECT + velox_hive_connector HiveConfig.cpp HiveConnector.cpp HiveDataSink.cpp HivePartitionUtil.cpp FileHandle.cpp PartitionIdGenerator.cpp) -target_link_libraries(velox_hive_connector velox_connector +target_link_libraries(velox_hive_connector velox_connector velox_dwio_common_exception velox_dwio_dwrf_reader velox_dwio_dwrf_writer velox_file) add_library(velox_hive_partition_function HivePartitionFunction.cpp) diff --git a/velox/connectors/hive/HiveConfig.cpp b/velox/connectors/hive/HiveConfig.cpp index 9ab65854eff5..21aa09d34630 100644 --- a/velox/connectors/hive/HiveConfig.cpp +++ b/velox/connectors/hive/HiveConfig.cpp @@ -52,4 +52,8 @@ uint32_t HiveConfig::maxPartitionsPerWriters(const Config* config) { return config->get(kMaxPartitionsPerWriters, 100); } +bool HiveConfig::isCaseSensitive(const Config* config) { + return config->get(kCaseSensitive, true); +} + } // namespace facebook::velox::connector::hive diff --git a/velox/connectors/hive/HiveConfig.h b/velox/connectors/hive/HiveConfig.h index 721d5dc4e007..71a0f403e76e 100644 --- a/velox/connectors/hive/HiveConfig.h +++ b/velox/connectors/hive/HiveConfig.h @@ -39,6 +39,9 @@ class HiveConfig { const Config* config); static uint32_t maxPartitionsPerWriters(const Config* config); + static constexpr const char* kCaseSensitive = "case_sensitive"; + + static bool isCaseSensitive(const Config* config); }; } // namespace facebook::velox::connector::hive diff --git a/velox/connectors/hive/HiveConnector.cpp b/velox/connectors/hive/HiveConnector.cpp index 3298ba516202..0fc9d1c79f70 100644 --- a/velox/connectors/hive/HiveConnector.cpp +++ b/velox/connectors/hive/HiveConnector.cpp @@ -238,6 +238,7 @@ HiveDataSource::HiveDataSource( ExpressionEvaluator* expressionEvaluator, memory::MemoryAllocator* allocator, const std::string& scanId, + bool caseSensitive, folly::Executor* executor) : outputType_(outputType), fileHandleFactory_(fileHandleFactory), @@ -322,6 +323,8 @@ HiveDataSource::HiveDataSource( readerOutputType_ = ROW(std::move(names), std::move(types)); } + readerOpts_.setCaseSensitive(caseSensitive); + rowReaderOpts_.setScanSpec(scanSpec_); rowReaderOpts_.setMetadataFilter(metadataFilter_); @@ -340,6 +343,19 @@ bool testFilters( if (child->filter()) { const auto& name = child->fieldName(); if (!rowType->containsChild(name)) { + if (child->isConstant()) { + // Column is missing from reader but set by constant value. + // We are not sure if filter will accept the constant value + // so continue for next column. + // + // TODO-1 Check if filter accepts the constant value + // TODO-2 (Probably) Rename the function as "canSkip(...)" + // or something to make it clear it's just to pre-filter + // before actually reading the data + // TODO-3 Run filter on the constant value in final row reader + // too + continue; + } // Column is missing. Most likely due to schema evolution. if (child->filter()->isDeterministic() && !child->filter()->testNull()) { @@ -369,7 +385,9 @@ bool testFilters( template velox::variant convertFromString(const std::optional& value) { if (value.has_value()) { - if constexpr (ToKind == TypeKind::VARCHAR) { + // No need for casting if ToKind is VARCHAR or VARBINARY. + if constexpr ( + ToKind == TypeKind::VARCHAR || ToKind == TypeKind::VARBINARY) { return velox::variant(value.value()); } bool nullOutput = false; @@ -443,14 +461,6 @@ void HiveDataSource::addSplit(std::shared_ptr split) { return; } - // Check filters and see if the whole split can be skipped. - if (!testFilters(scanSpec_.get(), reader_.get(), split_->filePath)) { - emptySplit_ = true; - ++runtimeStats_.skippedSplits; - runtimeStats_.skippedSplitBytes += split_->length; - return; - } - auto fileType = reader_->rowType(); for (int i = 0; i < readerOutputType_->size(); i++) { @@ -500,6 +510,19 @@ void HiveDataSource::addSplit(std::shared_ptr split) { velox::variant(split_->tableBucketNumber.value())); } + // FIXME resetCachedValues() is exposed to developer. + // The cached value's better to be cleared naturally in ScanSpec's + // methods that are relevant to the value. + scanSpec_->resetCachedValues(); + + // Check filters and see if the whole split can be skipped + if (!testFilters(scanSpec_.get(), reader_.get(), split_->filePath)) { + emptySplit_ = true; + ++runtimeStats_.skippedSplits; + runtimeStats_.skippedSplitBytes += split_->length; + return; + } + std::vector columnNames; for (auto& spec : scanSpec_->children()) { if (!spec->isConstant()) { @@ -512,7 +535,8 @@ void HiveDataSource::addSplit(std::shared_ptr split) { static const RowTypePtr kEmpty{ROW({}, {})}; cs = std::make_shared(kEmpty); } else { - cs = std::make_shared(fileType, columnNames); + cs = std::make_shared( + fileType, columnNames, nullptr, readerOpts_.isCaseSensitive()); } rowReader_ = reader_->createRowReader( diff --git a/velox/connectors/hive/HiveConnector.h b/velox/connectors/hive/HiveConnector.h index 7586e2d90e5f..2985e45c7914 100644 --- a/velox/connectors/hive/HiveConnector.h +++ b/velox/connectors/hive/HiveConnector.h @@ -27,6 +27,7 @@ #include "velox/expression/Expr.h" #include "velox/type/Filter.h" #include "velox/type/Subfield.h" +#include "velox/connectors/hive/HiveConfig.h" namespace facebook::velox::connector::hive { @@ -137,6 +138,7 @@ class HiveDataSource : public DataSource { ExpressionEvaluator* FOLLY_NONNULL expressionEvaluator, memory::MemoryAllocator* FOLLY_NONNULL allocator, const std::string& scanId, + bool caseSensitive, folly::Executor* FOLLY_NULLABLE executor); void addSplit(std::shared_ptr split) override; @@ -261,6 +263,7 @@ class HiveConnector final : public Connector { connectorQueryCtx->expressionEvaluator(), connectorQueryCtx->allocator(), connectorQueryCtx->scanId(), + HiveConfig::isCaseSensitive(connectorQueryCtx->config()), executor_); } diff --git a/velox/core/PlanNode.h b/velox/core/PlanNode.h index dcebf295af41..cc4b120acec0 100644 --- a/velox/core/PlanNode.h +++ b/velox/core/PlanNode.h @@ -18,10 +18,13 @@ #include "velox/connectors/Connector.h" #include "velox/core/Expressions.h" #include "velox/core/QueryConfig.h" - -#include "velox/vector/arrow/Abi.h" #include "velox/vector/arrow/Bridge.h" +/// These definition should be included by user from either +/// 1. or +/// 2. "velox/vector/arrow/Abi.h" +struct ArrowArrayStream; + namespace facebook::velox::core { typedef std::string PlanNodeId; diff --git a/velox/docs/functions/spark/string.rst b/velox/docs/functions/spark/string.rst index 7074b33a93d5..0e4a9f4738b6 100644 --- a/velox/docs/functions/spark/string.rst +++ b/velox/docs/functions/spark/string.rst @@ -38,6 +38,34 @@ Unless specified otherwise, all functions return NULL if at least one of the arg Returns the length of ``string`` in characters. +.. spark:function:: ltrim(string) -> varchar + + Removes leading 0x20(space) characters from ``string``. :: + + SELECT ltrim(' data '); -- "data " + +.. spark:function:: ltrim(trimCharacters, string) -> varchar + + Removes specified leading characters from ``string``. The specified character + is any character contained in ``trimCharacters``. + ``trimCharacters`` can be empty and may contain duplicate characters. :: + + SELECT ltrim('ps', 'spark'); -- "ark" + +.. spark:function:: rtrim(string) -> varchar + + Removes trailing 0x20(space) characters from ``string``. :: + + SELECT rtrim(' data '); -- " data" + +.. spark:function:: rtrim(trimCharacters, string) -> varchar + + Removes specified trailing characters from ``string``. The specified character + is any character contained in ``trimCharacters``. + ``trimCharacters`` can be empty and may contain duplicate characters. :: + + SELECT rtrim('kr', 'spark'); -- "spa" + .. spark:function:: split(string, delimiter) -> array(string) Splits ``string`` on ``delimiter`` and returns an array. :: @@ -77,4 +105,18 @@ Unless specified otherwise, all functions return NULL if at least one of the arg SELECT substring('Spark SQL', 5, 1); -- k SELECT substring('Spark SQL', 5, 0); -- "" SELECT substring('Spark SQL', 5, -1); -- "" - SELECT substring('Spark SQL', 5, 10000); -- "k SQL" \ No newline at end of file + SELECT substring('Spark SQL', 5, 10000); -- "k SQL" + +.. spark:function:: trim(string) -> varchar + + Removes leading and trailing 0x20(space) characters from ``string``. :: + + SELECT trim(' data '); -- "data" + +.. spark:function:: trim(trimCharacters, string) -> varchar + + Removes specified leading and trailing characters from ``string``. + The specified character is any character contained in ``trimCharacters``. + ``trimCharacters`` can be empty and may contain duplicate characters. :: + + SELECT trim('sprk', 'spark'); -- "a" \ No newline at end of file diff --git a/velox/dwio/common/BitConcatenation.cpp b/velox/dwio/common/BitConcatenation.cpp index 449d3c496ce7..0501c75f1fec 100644 --- a/velox/dwio/common/BitConcatenation.cpp +++ b/velox/dwio/common/BitConcatenation.cpp @@ -39,6 +39,8 @@ void BitConcatenation::append( void BitConcatenation::appendOnes(int32_t numOnes) { if (hasZeros_) { bits::fillBits(ensureSpace(numOnes), numBits_, numBits_ + numOnes, 1); + } else { + ensureSpace(numOnes); } numBits_ += numOnes; setSize(); diff --git a/velox/dwio/common/ColumnSelector.h b/velox/dwio/common/ColumnSelector.h index e00a429509c2..0e99a6aa339c 100644 --- a/velox/dwio/common/ColumnSelector.h +++ b/velox/dwio/common/ColumnSelector.h @@ -57,18 +57,21 @@ class ColumnSelector { */ explicit ColumnSelector( const std::shared_ptr& schema, - const MetricsLogPtr& log = nullptr) - : ColumnSelector(schema, schema, log) {} + const MetricsLogPtr& log = nullptr, + const bool caseSensitive = true) + : ColumnSelector(schema, schema, log, caseSensitive) {} explicit ColumnSelector( const std::shared_ptr& schema, const std::shared_ptr& contentSchema, - MetricsLogPtr log = nullptr) + MetricsLogPtr log = nullptr, + const bool caseSensitive = true) : log_{std::move(log)}, schema_{schema}, state_{ReadState::kAll} { buildNodes(schema, contentSchema); // no filter, read everything setReadAll(); + checkSelectColDuplicate(caseSensitive); } /** @@ -77,18 +80,21 @@ class ColumnSelector { explicit ColumnSelector( const std::shared_ptr& schema, const std::vector& names, - const MetricsLogPtr& log = nullptr) - : ColumnSelector(schema, schema, names, log) {} + const MetricsLogPtr& log = nullptr, + const bool caseSensitive = true) + : ColumnSelector(schema, schema, names, log, caseSensitive) {} explicit ColumnSelector( const std::shared_ptr& schema, const std::shared_ptr& contentSchema, const std::vector& names, - MetricsLogPtr log = nullptr) + MetricsLogPtr log = nullptr, + const bool caseSensitive = true) : log_{std::move(log)}, schema_{schema}, state_{names.empty() ? ReadState::kAll : ReadState::kPartial} { - acceptFilter(schema, contentSchema, names); + acceptFilter(schema, contentSchema, names, false); + checkSelectColDuplicate(caseSensitive); } /** @@ -98,19 +104,23 @@ class ColumnSelector { const std::shared_ptr& schema, const std::vector& ids, const bool filterByNodes = false, - const MetricsLogPtr& log = nullptr) - : ColumnSelector(schema, schema, ids, filterByNodes, log) {} + const MetricsLogPtr& log = nullptr, + const bool caseSensitive = true) + : ColumnSelector(schema, schema, ids, filterByNodes, log, caseSensitive) { + } explicit ColumnSelector( const std::shared_ptr& schema, const std::shared_ptr& contentSchema, const std::vector& ids, const bool filterByNodes = false, - MetricsLogPtr log = nullptr) + MetricsLogPtr log = nullptr, + const bool caseSensitive = true) : log_{std::move(log)}, schema_{schema}, state_{ids.empty() ? ReadState::kAll : ReadState::kPartial} { acceptFilter(schema, contentSchema, ids, filterByNodes); + checkSelectColDuplicate(caseSensitive); } // set a specific node to read state @@ -301,6 +311,28 @@ class ColumnSelector { // get node ID list to be read std::vector getNodeFilter() const; + void checkSelectColDuplicate(bool caseSensitive) { + if (caseSensitive) { + return; + } + std::unordered_map names; + for (auto node : nodes_) { + auto name = node->getNode().name; + if (names.find(name) == names.end()) { + names[name] = 1; + } else { + names[name] = names[name] + 1; + } + for (auto filter : filter_) { + if (names[filter.name] > 1) { + VELOX_USER_FAIL( + "Found duplicate field(s) {} in case-insensitive mode", + filter.name); + } + } + } + } + // accept filter template void acceptFilter( diff --git a/velox/dwio/common/MetadataFilter.cpp b/velox/dwio/common/MetadataFilter.cpp index d6046968d1be..2c44ff5f79fc 100644 --- a/velox/dwio/common/MetadataFilter.cpp +++ b/velox/dwio/common/MetadataFilter.cpp @@ -157,19 +157,19 @@ std::unique_ptr MetadataFilter::Node::fromExpression( } return std::make_unique(std::move(lhs), std::move(rhs)); } - if (call->name() == "not") { - auto negated = fromExpression(scanSpec, *call->inputs()[0]); - if (!negated) { - return nullptr; - } - return std::make_unique(std::move(negated)); + if (call->name() == "endswith" || call->name() == "contains" || + call->name() == "like" || call->name() == "startswith" || + call->name() == "in" || call->name() == "rlike" || + call->name() == "isnotnull" || call->name() == "coalesce" || + call->name() == "might_contain") { + return nullptr; } try { auto res = exec::leafCallToSubfieldFilter(*call); return std::make_unique( scanSpec, std::move(res.first), std::move(res.second)); } catch (const VeloxException& e) { - VLOG(1) << e.what(); + // VLOG(1) << e.what(); return nullptr; } } diff --git a/velox/dwio/common/Options.h b/velox/dwio/common/Options.h index e84cade18772..4c0e34293b1c 100644 --- a/velox/dwio/common/Options.h +++ b/velox/dwio/common/Options.h @@ -346,8 +346,10 @@ class ReaderOptions { int32_t maxCoalesceDistance_{kDefaultCoalesceDistance}; SerDeOptions serDeOptions; std::shared_ptr decrypterFactory_; + uint64_t directorySizeGuess{kDefaultDirectorySizeGuess}; uint64_t filePreloadThreshold{kDefaultFilePreloadThreshold}; + bool caseSensitive; public: static constexpr int32_t kDefaultLoadQuantum = 8 << 20; // 8MB @@ -362,7 +364,8 @@ class ReaderOptions { fileFormat(FileFormat::UNKNOWN), fileSchema(nullptr), autoPreloadLength(DEFAULT_AUTO_PRELOAD_SIZE), - prefetchMode(PrefetchMode::PREFETCH) { + prefetchMode(PrefetchMode::PREFETCH), + caseSensitive(true) { // PASS } @@ -484,6 +487,12 @@ class ReaderOptions { return *this; } + ReaderOptions& setCaseSensitive(bool caseSensitiveMode) { + caseSensitive = caseSensitiveMode; + + return *this; + } + /** * Get the desired tail location. * @return if not set, return the maximum long. @@ -549,6 +558,10 @@ class ReaderOptions { uint64_t getFilePreloadThreshold() const { return filePreloadThreshold; } + + const bool isCaseSensitive() const { + return caseSensitive; + } }; } // namespace common diff --git a/velox/dwio/common/tests/TestColumnSelector.cpp b/velox/dwio/common/tests/TestColumnSelector.cpp index 4bcb810a11e6..1db09bba27f6 100644 --- a/velox/dwio/common/tests/TestColumnSelector.cpp +++ b/velox/dwio/common/tests/TestColumnSelector.cpp @@ -18,6 +18,7 @@ #include "velox/dwio/common/ColumnSelector.h" #include "velox/dwio/type/fbhive/HiveTypeParser.h" #include "velox/type/Type.h" +#include "velox/common/base/VeloxException.h" using namespace facebook::velox::dwio::common; using facebook::velox::RowType; @@ -630,3 +631,22 @@ TEST(TestColumnSelector, testNonexistingColFilters) { std::vector{"id", "values", "notexists#[10,20,30,40]"}), std::runtime_error); } + +TEST(TestColumnSelector, testCaseInsensitiveDuplicateColFilters) { + const auto schema = std::dynamic_pointer_cast( + HiveTypeParser().parse("struct<" + "id:bigint" + "id:bigint" + "values:array" + "tags:map" + "notes:struct" + "memo:string" + "extra:string>")); + + EXPECT_THROW( + ColumnSelector cs( + schema, + std::vector{"id"}, nullptr, false), + facebook::velox::VeloxException); +} + diff --git a/velox/dwio/dwrf/common/Checksum.h b/velox/dwio/dwrf/common/Checksum.h index 6ca7d205d99a..611c671f921b 100644 --- a/velox/dwio/dwrf/common/Checksum.h +++ b/velox/dwio/dwrf/common/Checksum.h @@ -21,7 +21,7 @@ #include #define XXH_INLINE_ALL -#include +#include "velox/external/xxhash/xxhash.h" namespace facebook::velox::dwrf { diff --git a/velox/dwio/parquet/CMakeLists.txt b/velox/dwio/parquet/CMakeLists.txt index 05db6cafe0cf..3b60a5d18fd4 100644 --- a/velox/dwio/parquet/CMakeLists.txt +++ b/velox/dwio/parquet/CMakeLists.txt @@ -23,5 +23,6 @@ endif() add_library(velox_dwio_parquet_reader RegisterParquetReader.cpp) target_link_libraries( - velox_dwio_parquet_reader velox_dwio_duckdb_parquet_reader + velox_dwio_parquet_reader + velox_dwio_duckdb_parquet_reader velox_dwio_native_parquet_reader xsimd) diff --git a/velox/dwio/parquet/RegisterParquetReader.cpp b/velox/dwio/parquet/RegisterParquetReader.cpp index f08165a91270..e048b88a71eb 100644 --- a/velox/dwio/parquet/RegisterParquetReader.cpp +++ b/velox/dwio/parquet/RegisterParquetReader.cpp @@ -23,10 +23,10 @@ namespace facebook::velox::parquet { void registerParquetReaderFactory(ParquetReaderType parquetReaderType) { switch (parquetReaderType) { - case ParquetReaderType::DUCKDB: + /*case ParquetReaderType::DUCKDB: dwio::common::registerReaderFactory( std::make_shared()); - break; + break;*/ case ParquetReaderType::NATIVE: dwio::common::registerReaderFactory( std::make_shared()); diff --git a/velox/dwio/parquet/reader/PageReader.cpp b/velox/dwio/parquet/reader/PageReader.cpp index 5349afe94180..ee81b4bf2351 100644 --- a/velox/dwio/parquet/reader/PageReader.cpp +++ b/velox/dwio/parquet/reader/PageReader.cpp @@ -44,7 +44,7 @@ void PageReader::seekToPage(int64_t row) { numRowsInPage_ = 0; break; } - PageHeader pageHeader = readPageHeader(chunkSize_ - pageStart_); + PageHeader pageHeader = readPageHeader(); pageStart_ = pageDataStart_ + pageHeader.compressed_page_size; switch (pageHeader.type) { @@ -75,14 +75,7 @@ void PageReader::seekToPage(int64_t row) { } } -PageHeader PageReader::readPageHeader(int64_t remainingSize) { - // Note that sizeof(PageHeader) may be longer than actually read - std::shared_ptr transport; - std::unique_ptr> - protocol; - char copy[sizeof(PageHeader)]; - bool wasInBuffer = false; +PageHeader PageReader::readPageHeader() { if (bufferEnd_ == bufferStart_) { const void* buffer; int32_t size; @@ -90,37 +83,17 @@ PageHeader PageReader::readPageHeader(int64_t remainingSize) { bufferStart_ = reinterpret_cast(buffer); bufferEnd_ = bufferStart_ + size; } - if (bufferEnd_ - bufferStart_ >= sizeof(PageHeader)) { - wasInBuffer = true; - transport = std::make_shared( - bufferStart_, sizeof(PageHeader)); - protocol = std::make_unique>(transport); - } else { - dwio::common::readBytes( - std::min(remainingSize, sizeof(PageHeader)), - inputStream_.get(), - ©, - bufferStart_, - bufferEnd_); - transport = std::make_shared( - copy, sizeof(PageHeader)); - protocol = std::make_unique>(transport); - } + std::shared_ptr transport = + std::make_shared( + inputStream_.get(), bufferStart_, bufferEnd_); + apache::thrift::protocol::TCompactProtocolT protocol( + transport); PageHeader pageHeader; - uint64_t readBytes = pageHeader.read(protocol.get()); + uint64_t readBytes; + readBytes = pageHeader.read(&protocol); + pageDataStart_ = pageStart_ + readBytes; - // Unread the bytes that were not consumed. - if (wasInBuffer) { - bufferStart_ += readBytes; - } else { - std::vector start = {pageDataStart_}; - dwio::common::PositionProvider position(start); - inputStream_->seekToPosition(position); - bufferStart_ = bufferEnd_ = nullptr; - } return pageHeader; } diff --git a/velox/dwio/parquet/reader/PageReader.h b/velox/dwio/parquet/reader/PageReader.h index 09d50f01de81..336ea5897e74 100644 --- a/velox/dwio/parquet/reader/PageReader.h +++ b/velox/dwio/parquet/reader/PageReader.h @@ -51,6 +51,21 @@ class PageReader { type_->makeLevelInfo(leafInfo_); } + // This PageReader constructor is for unit test only. + PageReader( + std::unique_ptr stream, + memory::MemoryPool& pool, + thrift::CompressionCodec::type codec, + int64_t chunkSize) + : pool_(pool), + inputStream_(std::move(stream)), + maxRepeat_(0), + maxDefine_(1), + isTopLevel_(maxRepeat_ == 0 && maxDefine_ <= 1), + codec_(codec), + chunkSize_(chunkSize), + nullConcatenation_(pool_) {} + /// Advances 'numRows' top level rows. void skip(int64_t numRows); @@ -111,6 +126,10 @@ class PageReader { return {repDefBegin_, repDefEnd_}; } + // Parses the PageHeader at 'inputStream_', and move the bufferStart_ and + // bufferEnd_ to the corresponding positions. + thrift::PageHeader readPageHeader(); + private: // Indicates that we only want the repdefs for the next page. Used when // prereading repdefs with seekToPage. @@ -162,10 +181,6 @@ class PageReader { // next page. void updateRowInfoAfterPageSkipped(); - // Parses the PageHeader at 'inputStream_'. Will not read more than - // 'remainingBytes' since there could be less data left in the - // ColumnChunk than the full header size. - thrift::PageHeader readPageHeader(int64_t remainingSize); void prepareDataPageV1(const thrift::PageHeader& pageHeader, int64_t row); void prepareDataPageV2(const thrift::PageHeader& pageHeader, int64_t row); void prepareDictionary(const thrift::PageHeader& pageHeader); diff --git a/velox/dwio/parquet/reader/ParquetReader.cpp b/velox/dwio/parquet/reader/ParquetReader.cpp index 4485e1a9ba9d..cfb0778822ea 100644 --- a/velox/dwio/parquet/reader/ParquetReader.cpp +++ b/velox/dwio/parquet/reader/ParquetReader.cpp @@ -21,6 +21,8 @@ #include "velox/dwio/parquet/reader/StructColumnReader.h" #include "velox/dwio/parquet/thrift/ThriftTransport.h" +#include + namespace facebook::velox::parquet { ReaderBase::ReaderBase( @@ -75,11 +77,12 @@ void ReaderBase::loadFileMetaData() { missingLength, stream.get(), copy.data(), bufferStart, bufferEnd); } - auto thriftTransport = std::make_shared( - copy.data() + footerOffsetInBuffer, footerLength); - auto thriftProtocol = - std::make_unique>(thriftTransport); + std::shared_ptr thriftTransport = + std::make_shared( + copy.data() + footerOffsetInBuffer, footerLength); + auto thriftProtocol = std::make_unique< + apache::thrift::protocol::TCompactProtocolT>( + thriftTransport); fileMetaData_ = std::make_unique(); fileMetaData_->read(thriftProtocol.get()); } @@ -112,7 +115,7 @@ void ReaderBase::initializeSchema() { uint32_t maxSchemaElementIdx = fileMetaData_->schema.size() - 1; schemaWithId_ = getParquetColumnInfo( maxSchemaElementIdx, maxRepeat, maxDefine, schemaIdx, columnIdx); - schema_ = createRowType(schemaWithId_->getChildren()); + schema_ = createRowType(schemaWithId_->getChildren(), isCaseSensitive()); } std::shared_ptr ReaderBase::getParquetColumnInfo( @@ -231,7 +234,7 @@ std::shared_ptr ReaderBase::getParquetColumnInfo( // Row type auto childrenCopy = children; return std::make_shared( - createRowType(children), + createRowType(children, isCaseSensitive()), std::move(childrenCopy), curSchemaIdx, maxSchemaElementIdx, @@ -429,13 +432,17 @@ TypePtr ReaderBase::convertType( } std::shared_ptr ReaderBase::createRowType( - std::vector> - children) { + std::vector> children, + bool caseSensitive) { std::vector childNames; std::vector childTypes; for (auto& child : children) { - childNames.push_back( - std::static_pointer_cast(child)->name_); + auto childName = + std::static_pointer_cast(child)->name_; + if (!caseSensitive) { + folly::toLowerAscii(childName); + } + childNames.push_back(childName); childTypes.push_back(child->type); } return TypeFactory::create( diff --git a/velox/dwio/parquet/reader/ParquetReader.h b/velox/dwio/parquet/reader/ParquetReader.h index f59de5fc0632..b80de4938abb 100644 --- a/velox/dwio/parquet/reader/ParquetReader.h +++ b/velox/dwio/parquet/reader/ParquetReader.h @@ -66,6 +66,10 @@ class ReaderBase { return schemaWithId_; } + const bool isCaseSensitive() const { + return options_.isCaseSensitive(); + } + /// Ensures that streams are enqueued and loading for the row group at /// 'currentGroup'. May start loading one or more subsequent groups. void scheduleRowGroups( @@ -97,7 +101,7 @@ class ReaderBase { static std::shared_ptr createRowType( std::vector> - children); + children, bool caseSensitive = true); memory::MemoryPool& pool_; const uint64_t directorySizeGuess_; diff --git a/velox/dwio/parquet/tests/examples/upper.parquet b/velox/dwio/parquet/tests/examples/upper.parquet new file mode 100644 index 000000000000..803217c07dbc Binary files /dev/null and b/velox/dwio/parquet/tests/examples/upper.parquet differ diff --git a/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp b/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp index 4f116cbb96b4..d575565071c7 100644 --- a/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp +++ b/velox/dwio/parquet/tests/reader/ParquetReaderTest.cpp @@ -58,6 +58,26 @@ TEST_F(ParquetReaderTest, parseSample) { EXPECT_EQ(type->childByName("b"), col1); } +TEST_F(ParquetReaderTest, parseInCaseSensitive) { + // sample.parquet holds three columns (A: BIGINT, b: BIGINT) and + // 2 rows + const std::string sample(getExampleFilePath("upper.parquet")); + + ReaderOptions readerOptions{defaultPool.get()}; + readerOptions.setCaseSensitive(false); + ParquetReader reader = createReader(sample, readerOptions); + EXPECT_EQ(reader.numberOfRows(), 2ULL); + + auto type = reader.typeWithId(); + EXPECT_EQ(type->size(), 2ULL); + auto col0 = type->childAt(0); + EXPECT_EQ(col0->type->kind(), TypeKind::BIGINT); + auto col1 = type->childAt(1); + EXPECT_EQ(col1->type->kind(), TypeKind::BIGINT); + EXPECT_EQ(type->childByName("a"), col0); + EXPECT_EQ(type->childByName("b"), col1); +} + TEST_F(ParquetReaderTest, parseEmpty) { // empty.parquet holds two columns (a: BIGINT, b: DOUBLE) and // 0 rows. diff --git a/velox/dwio/parquet/writer/Writer.cpp b/velox/dwio/parquet/writer/Writer.cpp index a2d72c2a0a84..33f29d3106c1 100644 --- a/velox/dwio/parquet/writer/Writer.cpp +++ b/velox/dwio/parquet/writer/Writer.cpp @@ -33,13 +33,12 @@ void Writer::write(const RowVectorPtr& data) { if (!arrowWriter_) { stream_ = std::make_shared(pool_); auto arrowProperties = ::parquet::ArrowWriterProperties::Builder().build(); - PARQUET_THROW_NOT_OK(::parquet::arrow::FileWriter::Open( + PARQUET_ASSIGN_OR_THROW(arrowWriter_, ::parquet::arrow::FileWriter::Open( *recordBatch->schema(), arrow::default_memory_pool(), stream_, properties_, - arrowProperties, - &arrowWriter_)); + arrowProperties)); } PARQUET_THROW_NOT_OK(arrowWriter_->WriteTable(*table, 10000)); diff --git a/velox/exec/ArrowStream.cpp b/velox/exec/ArrowStream.cpp index 863e43f8ba22..78b6ddb21dff 100644 --- a/velox/exec/ArrowStream.cpp +++ b/velox/exec/ArrowStream.cpp @@ -14,6 +14,7 @@ * limitations under the License. */ #include "velox/exec/ArrowStream.h" +#include "velox/vector/arrow/Abi.h" namespace facebook::velox::exec { @@ -37,6 +38,7 @@ ArrowStream::~ArrowStream() { RowVectorPtr ArrowStream::getOutput() { // Get Arrow array. struct ArrowArray arrowArray; + if (arrowStream_->get_next(arrowStream_.get(), &arrowArray)) { if (arrowArray.release) { arrowArray.release(&arrowArray); @@ -52,6 +54,7 @@ RowVectorPtr ArrowStream::getOutput() { // Get Arrow schema. struct ArrowSchema arrowSchema; + if (arrowStream_->get_schema(arrowStream_.get(), &arrowSchema)) { if (arrowSchema.release) { arrowSchema.release(&arrowSchema); diff --git a/velox/exec/ArrowStream.h b/velox/exec/ArrowStream.h index c35894d0d283..19de39edee0f 100644 --- a/velox/exec/ArrowStream.h +++ b/velox/exec/ArrowStream.h @@ -16,7 +16,10 @@ #include "velox/core/PlanNode.h" #include "velox/exec/Operator.h" -#include "velox/vector/arrow/Abi.h" +/// These definition should be included by user from either +/// 1. or +/// 2. "velox/vector/arrow/Abi.h" +struct ArrowArrayStream; namespace facebook::velox::exec { diff --git a/velox/exec/GroupId.cpp b/velox/exec/GroupId.cpp index ade2f8a36ff6..22be365f341d 100644 --- a/velox/exec/GroupId.cpp +++ b/velox/exec/GroupId.cpp @@ -88,11 +88,13 @@ RowVectorPtr GroupId::getOutput() { auto numGroupingKeys = mapping.size(); // Fill in grouping keys. + auto gid = 0; for (auto i = 0; i < numGroupingKeys; ++i) { if (mapping[i] == kMissingGroupingKey) { // Add null column. outputColumns[i] = BaseVector::createNullConstant( outputType_->childAt(i), numInput, pool()); + gid = 1 << (numGroupingKeys - i - 1) | gid; } else { outputColumns[i] = input_->childAt(mapping[i]); } @@ -106,7 +108,7 @@ RowVectorPtr GroupId::getOutput() { // Add groupId column. outputColumns[outputType_->size() - 1] = std::make_shared>( - pool(), numInput, false, BIGINT(), groupingSetIndex_); + pool(), numInput, false, BIGINT(), gid); ++groupingSetIndex_; if (groupingSetIndex_ == groupingKeyMappings_.size()) { diff --git a/velox/exec/GroupingSet.h b/velox/exec/GroupingSet.h index b9abedec63d2..9165e7da1395 100644 --- a/velox/exec/GroupingSet.h +++ b/velox/exec/GroupingSet.h @@ -92,6 +92,10 @@ class GroupingSet { return table_ ? table_->rows()->numRows() : 0; } + int64_t numDistincts() const { + return table_ ? table_->numDistinct() : 0; + } + private: void addInputForActiveRows(const RowVectorPtr& input, bool mayPushdown); diff --git a/velox/exec/HashAggregation.cpp b/velox/exec/HashAggregation.cpp index 07750207acff..cf25efd8f9bd 100644 --- a/velox/exec/HashAggregation.cpp +++ b/velox/exec/HashAggregation.cpp @@ -167,6 +167,7 @@ void HashAggregation::addInput(RowVectorPtr input) { } groupingSet_->addInput(input, mayPushdown_); numInputRows_ += input->size(); + numInputVectors_ += 1; { const auto spillStats = groupingSet_->spilledStats(); const auto hashTableStats = groupingSet_->hashTableStats(); @@ -191,9 +192,18 @@ void HashAggregation::addInput(RowVectorPtr input) { // NOTE: we should not trigger partial output flush in case of global // aggregation as the final aggregator will handle it the same way as the // partial aggregator. Hence, we have to use more memory anyway. - if (isPartialOutput_ && !isGlobal_ && - groupingSet_->allocatedBytes() > maxPartialAggregationMemoryUsage_) { - partialFull_ = true; + if (isPartialOutput_ && !isGlobal_) { + uint64_t kDefaultFlushMemory = 1L << 24; + if (groupingSet_->allocatedBytes() > kDefaultFlushMemory && + numInputVectors_ % 15 == 0) { + double ratio = (double)(groupingSet_->numDistincts()) / (double)numInputRows_; + // Indicator of high cardinality. + if (ratio > 0.9) { + partialFull_ = true; + } + } else if (groupingSet_->allocatedBytes() > maxPartialAggregationMemoryUsage_) { + partialFull_ = true; + } } if (isDistinct_) { @@ -235,6 +245,7 @@ void HashAggregation::resetPartialOutputIfNeed() { partialFull_ = false; numOutputRows_ = 0; numInputRows_ = 0; + numInputVectors_ = 0; if (!finished_) { maybeIncreasePartialAggregationMemoryUsage(aggregationPct); } diff --git a/velox/exec/HashAggregation.h b/velox/exec/HashAggregation.h index 3fd0f02a2190..15c01da6dff4 100644 --- a/velox/exec/HashAggregation.h +++ b/velox/exec/HashAggregation.h @@ -88,6 +88,9 @@ class HashAggregation : public Operator { /// Count the number of input rows. It is reset on partial aggregation output /// flush. int64_t numInputRows_ = 0; + /// Count the number of input vectors. It is reset on partial aggregation output + /// flush. + int64_t numInputVectors_ = 0; /// Count the number of output rows. It is reset on partial aggregation output /// flush. int64_t numOutputRows_ = 0; diff --git a/velox/exec/HashBuild.cpp b/velox/exec/HashBuild.cpp index 8296bf3a163c..e09286e3a3f4 100644 --- a/velox/exec/HashBuild.cpp +++ b/velox/exec/HashBuild.cpp @@ -86,9 +86,6 @@ HashBuild::HashBuild( } // Identify the non-key build side columns and make a decoder for each. - const auto numDependents = outputType->size() - numKeys; - dependentChannels_.reserve(numDependents); - decoders_.reserve(numDependents); for (auto i = 0; i < outputType->size(); ++i) { if (keyChannelMap.find(i) == keyChannelMap.end()) { dependentChannels_.emplace_back(i); diff --git a/velox/exec/HashProbe.cpp b/velox/exec/HashProbe.cpp index 78480ec4b043..fa8324caa888 100644 --- a/velox/exec/HashProbe.cpp +++ b/velox/exec/HashProbe.cpp @@ -844,6 +844,10 @@ void HashProbe::checkStateTransition(State state) { } RowVectorPtr HashProbe::getOutput() { + if (isFinished()) { + return nullptr; + } + checkRunning(); clearIdentityProjectedOutput(); diff --git a/velox/exec/OrderBy.cpp b/velox/exec/OrderBy.cpp index bdd9153c1690..b55027b0e3d0 100644 --- a/velox/exec/OrderBy.cpp +++ b/velox/exec/OrderBy.cpp @@ -246,7 +246,7 @@ void OrderBy::noMoreInput() { returningRows_.resize(numRows_); RowContainerIterator iter; data_->listRows(&iter, numRows_, returningRows_.data()); - std::sort( + std::stable_sort( returningRows_.begin(), returningRows_.end(), [this](const char* leftRow, const char* rightRow) { diff --git a/velox/exec/TableScan.cpp b/velox/exec/TableScan.cpp index 784f2246191b..b68b46b1c293 100644 --- a/velox/exec/TableScan.cpp +++ b/velox/exec/TableScan.cpp @@ -34,7 +34,8 @@ TableScan::TableScan( "TableScan"), tableHandle_(tableScanNode->tableHandle()), columnHandles_(tableScanNode->assignments()), - driverCtx_(driverCtx) { + driverCtx_(driverCtx), + preferredBatchSize_(driverCtx->queryConfig().preferredOutputBatchSize()) { connector_ = connector::getConnector(tableHandle_->connectorId()); } @@ -246,6 +247,11 @@ bool TableScan::isFinished() { } void TableScan::setBatchSize() { + if (preferredBatchSize_ != 1024) { + // Not the default value. + readBatchSize_ = preferredBatchSize_; + return; + } constexpr int64_t kMB = 1 << 20; auto estimate = dataSource_->estimatedRowSize(); if (estimate == connector::DataSource::kUnknownRowSize) { diff --git a/velox/exec/TableScan.h b/velox/exec/TableScan.h index e3f6f437e7bf..d5e1fd6d5581 100644 --- a/velox/exec/TableScan.h +++ b/velox/exec/TableScan.h @@ -98,6 +98,8 @@ class TableScan : public SourceOperator { int32_t numReadyPreloadedSplits_{0}; int32_t readBatchSize_{kDefaultBatchSize}; + // A preferred batch size from configuration. + uint32_t preferredBatchSize_; // String shown in ExceptionContext inside DataSource and LazyVector loading. std::string debugString_; diff --git a/velox/expression/ExprToSubfieldFilter.cpp b/velox/expression/ExprToSubfieldFilter.cpp index cc86ccbb3ba6..465277cb73ea 100644 --- a/velox/expression/ExprToSubfieldFilter.cpp +++ b/velox/expression/ExprToSubfieldFilter.cpp @@ -392,7 +392,7 @@ std::unique_ptr makeBetweenFilter( std::pair> leafCallToSubfieldFilter(const core::CallTypedExpr& call) { using common::Subfield; - if (call.name() == "eq") { + if (call.name() == "eq" || call.name() == "equalto") { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeEqualFilter(call.inputs()[1])}; } @@ -400,20 +400,20 @@ leafCallToSubfieldFilter(const core::CallTypedExpr& call) { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeNotEqualFilter(call.inputs()[1])}; } - } else if (call.name() == "lte") { + } else if (call.name() == "lte" || call.name() == "lessthanorequal") { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeLessThanOrEqualFilter(call.inputs()[1])}; } - } else if (call.name() == "lt") { + } else if (call.name() == "lt" || call.name() == "lessthan") { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeLessThanFilter(call.inputs()[1])}; } - } else if (call.name() == "gte") { + } else if (call.name() == "gte" || call.name() == "greaterthanorequal") { if (auto field = asField(&call, 0)) { return { toSubfield(field), makeGreaterThanOrEqualFilter(call.inputs()[1])}; } - } else if (call.name() == "gt") { + } else if (call.name() == "gt" || call.name() == "greaterthan") { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeGreaterThanFilter(call.inputs()[1])}; } @@ -427,7 +427,7 @@ leafCallToSubfieldFilter(const core::CallTypedExpr& call) { if (auto field = asField(&call, 0)) { return {toSubfield(field), makeInFilter(call.inputs()[1])}; } - } else if (call.name() == "is_null") { + } else if (call.name() == "is_null" || call.name() == "isnull") { if (auto field = asField(&call, 0)) { return {toSubfield(field), isNull()}; } diff --git a/velox/external/utf8proc/utf8procImpl.h b/velox/external/utf8proc/utf8procImpl.h index a2481101deb5..cf6699ade39b 100644 --- a/velox/external/utf8proc/utf8procImpl.h +++ b/velox/external/utf8proc/utf8procImpl.h @@ -978,6 +978,15 @@ UTF8PROC_DLLEXPORT int utf8proc_char_length(const char* u_input) { return -1; } +/// This function is not part of the original utf8proc. +/// A utf-8 character may be 1 to 4 bytes long. The function will determine if +/// the input is pointing to the first byte. +UTF8PROC_DLLEXPORT bool utf8proc_char_first_byte(const char* u_input) { + auto u = (const unsigned char*)u_input; + unsigned char u0 = u[0]; + return u0 <= 127 || u0 >= 192; +} + /// Return the size in bytes for the char represented by the input code point. /// The output is not undefined if uc is invalid. Its implemented to match /// the space writen by utf8proc_encode_char for invalid inputs case. diff --git a/velox/functions/lib/string/StringImpl.h b/velox/functions/lib/string/StringImpl.h index 95b405073384..420b0a1bf114 100644 --- a/velox/functions/lib/string/StringImpl.h +++ b/velox/functions/lib/string/StringImpl.h @@ -502,6 +502,10 @@ FOLLY_ALWAYS_INLINE bool isAsciiWhiteSpace(char ch) { return ch == '\t' || ch == '\n' || ch == '\r' || ch == ' '; } +FOLLY_ALWAYS_INLINE bool isAsciiSpace(char ch) { + return ch == ' '; +} + // Returns -1 if 'data' does not end with a white space, otherwise returns the // size of the white space character at the end of 'data'. 'size' is the size of // 'data' in bytes. @@ -569,6 +573,7 @@ FOLLY_ALWAYS_INLINE bool splitPart( template < bool leftTrim, bool rightTrim, + bool(shouldTrim)(char) = isAsciiWhiteSpace, typename TOutString, typename TInString> FOLLY_ALWAYS_INLINE void trimAsciiWhiteSpace( @@ -581,7 +586,7 @@ FOLLY_ALWAYS_INLINE void trimAsciiWhiteSpace( auto curPos = input.begin(); if constexpr (leftTrim) { - while (curPos < input.end() && isAsciiWhiteSpace(*curPos)) { + while (curPos < input.end() && shouldTrim(*curPos)) { curPos++; } } @@ -592,7 +597,7 @@ FOLLY_ALWAYS_INLINE void trimAsciiWhiteSpace( auto start = curPos; curPos = input.end() - 1; if constexpr (rightTrim) { - while (curPos >= start && isAsciiWhiteSpace(*curPos)) { + while (curPos >= start && shouldTrim(*curPos)) { curPos--; } } diff --git a/velox/functions/prestosql/ArithmeticImpl.h b/velox/functions/prestosql/ArithmeticImpl.h index 9b4d1ae16969..6499c12d83f7 100644 --- a/velox/functions/prestosql/ArithmeticImpl.h +++ b/velox/functions/prestosql/ArithmeticImpl.h @@ -44,10 +44,11 @@ round(const TNum& number, const TDecimals& decimals = 0) { } double factor = std::pow(10, decimals); + double variance = 0.1; if (number < 0) { - return (std::round(number * factor * -1) / factor) * -1; + return (std::round(std::nextafter(number, number - variance) * factor * -1) / factor) * -1; } - return std::round(number * factor) / factor; + return std::round(std::nextafter(number, number + variance) * factor) / factor; } // This is used by Velox for floating points plus. diff --git a/velox/functions/prestosql/DateTimeFunctions.h b/velox/functions/prestosql/DateTimeFunctions.h index 65855b9f56f0..4917ce8edbf6 100644 --- a/velox/functions/prestosql/DateTimeFunctions.h +++ b/velox/functions/prestosql/DateTimeFunctions.h @@ -150,22 +150,28 @@ struct YearFunction : public InitSessionTimezone, public TimestampWithTimezoneSupport { VELOX_DEFINE_FUNCTION_TYPES(T); - FOLLY_ALWAYS_INLINE int64_t getYear(const std::tm& time) { + FOLLY_ALWAYS_INLINE int32_t getYear(const std::tm& time) { return 1900 + time.tm_year; } - FOLLY_ALWAYS_INLINE void call( - int64_t& result, + template + FOLLY_ALWAYS_INLINE + void call( + TInput& result, const arg_type& timestamp) { result = getYear(getDateTime(timestamp, this->timeZone_)); } - FOLLY_ALWAYS_INLINE void call(int64_t& result, const arg_type& date) { + template + FOLLY_ALWAYS_INLINE + void call(TInput& result, const arg_type& date) { result = getYear(getDateTime(date)); } - FOLLY_ALWAYS_INLINE void call( - int64_t& result, + template + FOLLY_ALWAYS_INLINE + void call( + TInput& result, const arg_type& timestampWithTimezone) { auto timestamp = this->toTimestamp(timestampWithTimezone); result = getYear(getDateTime(timestamp, nullptr)); diff --git a/velox/functions/prestosql/StringFunctions.h b/velox/functions/prestosql/StringFunctions.h index c99480199af1..c0e5cae6b329 100644 --- a/velox/functions/prestosql/StringFunctions.h +++ b/velox/functions/prestosql/StringFunctions.h @@ -325,6 +325,13 @@ struct SubstrFunction { if (start < 0) { start = numCharacters + start + 1; } + + // Following vanilla spark semantics. When the start is 0 after adjusing start, + // Keep the origin input. + if (start <= 0) { + start = 1; + length = numCharacters; + } // Following Presto semantics if (start <= 0 || start > numCharacters || length <= 0) { diff --git a/velox/functions/prestosql/aggregates/AverageAggregate.cpp b/velox/functions/prestosql/aggregates/AverageAggregate.cpp index 74314ba6ab0e..52ad7882d8bc 100644 --- a/velox/functions/prestosql/aggregates/AverageAggregate.cpp +++ b/velox/functions/prestosql/aggregates/AverageAggregate.cpp @@ -101,10 +101,16 @@ class AverageAggregate : public exec::Aggregate { rows.applyToSelected([&](vector_size_t i) { updateNonNullValue(groups[i], TAccumulator(value)); }); + } else { + // Spark expects the result of partial avg to be non-nullable. + rows.applyToSelected( + [&](vector_size_t i) { exec::Aggregate::clearNull(groups[i]); }); } } else if (decodedRaw_.mayHaveNulls()) { rows.applyToSelected([&](vector_size_t i) { if (decodedRaw_.isNullAt(i)) { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(groups[i]); return; } updateNonNullValue( @@ -135,12 +141,18 @@ class AverageAggregate : public exec::Aggregate { const TInput value = decodedRaw_.valueAt(0); const auto numRows = rows.countSelected(); updateNonNullValue(group, numRows, TAccumulator(value) * numRows); + } else { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(group); } } else if (decodedRaw_.mayHaveNulls()) { rows.applyToSelected([&](vector_size_t i) { if (!decodedRaw_.isNullAt(i)) { updateNonNullValue( group, TAccumulator(decodedRaw_.valueAt(i))); + } else { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(group); } }); } else if (!exec::Aggregate::numNulls_ && decodedRaw_.isIdentityMapping()) { @@ -277,9 +289,15 @@ class AverageAggregate : public exec::Aggregate { if (isNull(group)) { vector->setNull(i, true); } else { - clearNull(rawNulls, i); auto* sumCount = accumulator(group); - rawValues[i] = TResult(sumCount->sum) / sumCount->count; + if (sumCount->count == 0) { + // To align with Spark, if all input are nulls, count will be 0, + // and the result of final avg will be null. + vector->setNull(i, true); + } else { + clearNull(rawNulls, i); + rawValues[i] = (TResult)sumCount->sum / sumCount->count; + } } } } diff --git a/velox/functions/prestosql/aggregates/AverageAggregate.h b/velox/functions/prestosql/aggregates/AverageAggregate.h new file mode 100644 index 000000000000..0986fb0e9feb --- /dev/null +++ b/velox/functions/prestosql/aggregates/AverageAggregate.h @@ -0,0 +1,365 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include "velox/exec/Aggregate.h" +#include "velox/expression/FunctionSignature.h" +#include "velox/functions/prestosql/aggregates/AggregateNames.h" +#include "velox/vector/ComplexVector.h" +#include "velox/vector/DecodedVector.h" +#include "velox/vector/FlatVector.h" + +namespace facebook::velox::aggregate { + +struct SumCount { + double sum{0}; + int64_t count{0}; +}; + +// Partial aggregation produces a pair of sum and count. +// Final aggregation takes a pair of sum and count and returns a real for real +// input types and double for other input types. +// T is the input type for partial aggregation. Not used for final aggregation. +template +class AverageAggregate : public exec::Aggregate { + public: + explicit AverageAggregate(TypePtr resultType) : exec::Aggregate(resultType) {} + + int32_t accumulatorFixedWidthSize() const override { + return sizeof(SumCount); + } + + void initializeNewGroups( + char** groups, + folly::Range indices) override { + setAllNulls(groups, indices); + for (auto i : indices) { + new (groups[i] + offset_) SumCount(); + } + } + + void finalize(char** /* unused */, int32_t /* unused */) override {} + + void extractValues(char** groups, int32_t numGroups, VectorPtr* result) + override { + // Real input type in Presto has special case and returns REAL, not DOUBLE. + if (resultType_->isDouble()) { + extractValuesImpl(groups, numGroups, result); + } else { + extractValuesImpl(groups, numGroups, result); + } + } + + void extractAccumulators(char** groups, int32_t numGroups, VectorPtr* result) + override { + auto rowVector = (*result)->as(); + auto sumVector = rowVector->childAt(0)->asFlatVector(); + auto countVector = rowVector->childAt(1)->asFlatVector(); + + rowVector->resize(numGroups); + sumVector->resize(numGroups); + countVector->resize(numGroups); + uint64_t* rawNulls = getRawNulls(rowVector); + + int64_t* rawCounts = countVector->mutableRawValues(); + double* rawSums = sumVector->mutableRawValues(); + for (auto i = 0; i < numGroups; ++i) { + char* group = groups[i]; + if (isNull(group)) { + rowVector->setNull(i, true); + } else { + clearNull(rawNulls, i); + auto* sumCount = accumulator(group); + rawCounts[i] = sumCount->count; + rawSums[i] = sumCount->sum; + } + } + } + + void addRawInput( + char** groups, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + decodedRaw_.decode(*args[0], rows); + if (decodedRaw_.isConstantMapping()) { + if (!decodedRaw_.isNullAt(0)) { + auto value = decodedRaw_.valueAt(0); + rows.applyToSelected( + [&](vector_size_t i) { updateNonNullValue(groups[i], value); }); + } else { + // Spark expects the result of partial avg to be non-nullable. + rows.applyToSelected( + [&](vector_size_t i) { exec::Aggregate::clearNull(groups[i]); }); + } + } else if (decodedRaw_.mayHaveNulls()) { + rows.applyToSelected([&](vector_size_t i) { + if (decodedRaw_.isNullAt(i)) { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(groups[i]); + return; + } + updateNonNullValue(groups[i], decodedRaw_.valueAt(i)); + }); + } else if (!exec::Aggregate::numNulls_ && decodedRaw_.isIdentityMapping()) { + auto data = decodedRaw_.data(); + rows.applyToSelected([&](vector_size_t i) { + updateNonNullValue(groups[i], data[i]); + }); + } else { + rows.applyToSelected([&](vector_size_t i) { + updateNonNullValue(groups[i], decodedRaw_.valueAt(i)); + }); + } + } + + void addSingleGroupRawInput( + char* group, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + decodedRaw_.decode(*args[0], rows); + + if (decodedRaw_.isConstantMapping()) { + if (!decodedRaw_.isNullAt(0)) { + const T value = decodedRaw_.valueAt(0); + const auto numRows = rows.countSelected(); + updateNonNullValue(group, numRows, value * numRows); + } else { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(group); + } + } else if (decodedRaw_.mayHaveNulls()) { + rows.applyToSelected([&](vector_size_t i) { + if (!decodedRaw_.isNullAt(i)) { + updateNonNullValue(group, decodedRaw_.valueAt(i)); + } else { + // Spark expects the result of partial avg to be non-nullable. + exec::Aggregate::clearNull(group); + } + }); + } else if (!exec::Aggregate::numNulls_ && decodedRaw_.isIdentityMapping()) { + const T* data = decodedRaw_.data(); + double totalSum = 0; + rows.applyToSelected([&](vector_size_t i) { totalSum += data[i]; }); + updateNonNullValue(group, rows.countSelected(), totalSum); + } else { + double totalSum = 0; + rows.applyToSelected( + [&](vector_size_t i) { totalSum += decodedRaw_.valueAt(i); }); + updateNonNullValue(group, rows.countSelected(), totalSum); + } + } + + void addIntermediateResults( + char** groups, + const SelectivityVector& rows, + const std::vector& args, + bool /* mayPushdown */) override { + decodedPartial_.decode(*args[0], rows); + auto baseRowVector = dynamic_cast(decodedPartial_.base()); + auto baseSumVector = baseRowVector->childAt(0)->as>(); + auto baseCountVector = + baseRowVector->childAt(1)->as>(); + + if (decodedPartial_.isConstantMapping()) { + if (!decodedPartial_.isNullAt(0)) { + auto decodedIndex = decodedPartial_.index(0); + auto count = baseCountVector->valueAt(decodedIndex); + auto sum = baseSumVector->valueAt(decodedIndex); + rows.applyToSelected([&](vector_size_t i) { + updateNonNullValue(groups[i], count, sum); + }); + } + } else if (decodedPartial_.mayHaveNulls()) { + rows.applyToSelected([&](vector_size_t i) { + if (decodedPartial_.isNullAt(i)) { + return; + } + auto decodedIndex = decodedPartial_.index(i); + updateNonNullValue( + groups[i], + baseCountVector->valueAt(decodedIndex), + baseSumVector->valueAt(decodedIndex)); + }); + } else { + rows.applyToSelected([&](vector_size_t i) { + auto decodedIndex = decodedPartial_.index(i); + updateNonNullValue( + groups[i], + baseCountVector->valueAt(decodedIndex), + baseSumVector->valueAt(decodedIndex)); + }); + } + } + + void addSingleGroupIntermediateResults( + char* group, + const SelectivityVector& rows, + const std::vector& args, + bool /* mayPushdown */) override { + decodedPartial_.decode(*args[0], rows); + auto baseRowVector = dynamic_cast(decodedPartial_.base()); + auto baseSumVector = baseRowVector->childAt(0)->as>(); + auto baseCountVector = + baseRowVector->childAt(1)->as>(); + + if (decodedPartial_.isConstantMapping()) { + if (!decodedPartial_.isNullAt(0)) { + auto decodedIndex = decodedPartial_.index(0); + const auto numRows = rows.countSelected(); + auto totalCount = baseCountVector->valueAt(decodedIndex) * numRows; + auto totalSum = baseSumVector->valueAt(decodedIndex) * numRows; + updateNonNullValue(group, totalCount, totalSum); + } + } else if (decodedPartial_.mayHaveNulls()) { + rows.applyToSelected([&](vector_size_t i) { + if (!decodedPartial_.isNullAt(i)) { + auto decodedIndex = decodedPartial_.index(i); + updateNonNullValue( + group, + baseCountVector->valueAt(decodedIndex), + baseSumVector->valueAt(decodedIndex)); + } + }); + } else { + double totalSum = 0; + int64_t totalCount = 0; + rows.applyToSelected([&](vector_size_t i) { + auto decodedIndex = decodedPartial_.index(i); + totalCount += baseCountVector->valueAt(decodedIndex); + totalSum += baseSumVector->valueAt(decodedIndex); + }); + updateNonNullValue(group, totalCount, totalSum); + } + } + + private: + // partial + template + inline void updateNonNullValue(char* group, T value) { + if constexpr (tableHasNulls) { + exec::Aggregate::clearNull(group); + } + accumulator(group)->sum += value; + accumulator(group)->count += 1; + } + + template + inline void updateNonNullValue(char* group, int64_t count, double sum) { + if constexpr (tableHasNulls) { + exec::Aggregate::clearNull(group); + } + accumulator(group)->sum += sum; + accumulator(group)->count += count; + } + + inline SumCount* accumulator(char* group) { + return exec::Aggregate::value(group); + } + + template + void extractValuesImpl(char** groups, int32_t numGroups, VectorPtr* result) { + auto vector = (*result)->as>(); + VELOX_CHECK(vector); + vector->resize(numGroups); + uint64_t* rawNulls = getRawNulls(vector); + + TResult* rawValues = vector->mutableRawValues(); + for (int32_t i = 0; i < numGroups; ++i) { + char* group = groups[i]; + if (isNull(group)) { + vector->setNull(i, true); + } else { + auto* sumCount = accumulator(group); + if (sumCount->count == 0) { + // To align with Spark, if all input are nulls, count will be 0, + // and the result of final avg will be null. + vector->setNull(i, true); + } else { + clearNull(rawNulls, i); + rawValues[i] = (TResult)sumCount->sum / sumCount->count; + } + } + } + } + + DecodedVector decodedRaw_; + DecodedVector decodedPartial_; +}; + +void checkSumCountRowType(TypePtr type, const std::string& errorMessage) { + VELOX_CHECK_EQ(type->kind(), TypeKind::ROW, "{}", errorMessage); + VELOX_CHECK_EQ( + type->childAt(0)->kind(), TypeKind::DOUBLE, "{}", errorMessage); + VELOX_CHECK_EQ( + type->childAt(1)->kind(), TypeKind::BIGINT, "{}", errorMessage); +} + +bool registerAverageAggregate(const std::string& name) { + std::vector> signatures; + + for (const auto& inputType : {"smallint", "integer", "bigint", "double"}) { + signatures.push_back(exec::AggregateFunctionSignatureBuilder() + .returnType("double") + .intermediateType("row(double,bigint)") + .argumentType(inputType) + .build()); + } + // Real input type in Presto has special case and returns REAL, not DOUBLE. + signatures.push_back(exec::AggregateFunctionSignatureBuilder() + .returnType("real") + .intermediateType("row(double,bigint)") + .argumentType("real") + .build()); + + exec::registerAggregateFunction( + name, + std::move(signatures), + [name]( + core::AggregationNode::Step step, + const std::vector& argTypes, + const TypePtr& resultType) -> std::unique_ptr { + VELOX_CHECK_LE( + argTypes.size(), 1, "{} takes at most one argument", name); + auto inputType = argTypes[0]; + if (exec::isRawInput(step)) { + switch (inputType->kind()) { + case TypeKind::SMALLINT: + return std::make_unique>(resultType); + case TypeKind::INTEGER: + return std::make_unique>(resultType); + case TypeKind::BIGINT: + return std::make_unique>(resultType); + case TypeKind::REAL: + return std::make_unique>(resultType); + case TypeKind::DOUBLE: + return std::make_unique>(resultType); + default: + VELOX_FAIL( + "Unknown input type for {} aggregation {}", + name, + inputType->kindName()); + } + } else { + checkSumCountRowType( + inputType, + "Input type for final aggregation must be (sum:double, count:bigint) struct"); + return std::make_unique>(resultType); + } + }); + return true; +} + +} // namespace facebook::velox::aggregate diff --git a/velox/functions/prestosql/aggregates/SumAggregate.h b/velox/functions/prestosql/aggregates/SumAggregate.h index bdcc1b39ab44..80ee7c0f4c8f 100644 --- a/velox/functions/prestosql/aggregates/SumAggregate.h +++ b/velox/functions/prestosql/aggregates/SumAggregate.h @@ -54,8 +54,8 @@ class SumAggregate groups, numGroups, result, [&](char* group) { // 'ResultType' and 'TAccumulator' might not be same such as sum(real) // and we do an explicit type conversion here. - return (ResultType)(*BaseAggregate::Aggregate::template value< - TAccumulator>(group)); + return (ResultType)( + *BaseAggregate::Aggregate::template value(group)); }); } @@ -149,7 +149,8 @@ class SumAggregate template static void updateSingleValue(TData& result, TData value) { if constexpr ( - std::is_same_v || std::is_same_v) { + std::is_same_v || std::is_same_v || + std::is_same_v) { result += value; } else { result = functions::checkedPlus(result, value); @@ -159,7 +160,9 @@ class SumAggregate template static void updateDuplicateValues(TData& result, TData value, int n) { if constexpr ( - std::is_same_v || std::is_same_v) { + std::is_same_v || std::is_same_v || + std::is_same_v || std::is_same_v || + std::is_same_v || std::is_same_v) { result += n * value; } else { result = functions::checkedPlus( diff --git a/velox/functions/prestosql/aggregates/tests/SumTest.cpp b/velox/functions/prestosql/aggregates/tests/SumTest.cpp index 46edb8e68efe..d5166e0f24af 100644 --- a/velox/functions/prestosql/aggregates/tests/SumTest.cpp +++ b/velox/functions/prestosql/aggregates/tests/SumTest.cpp @@ -213,6 +213,17 @@ TEST_F(SumTest, sumTinyint) { "SELECT sum(c1) FROM tmp WHERE c0 % 2 = 0"); } +TEST_F(SumTest, sumBigIntOverflow) { + auto data = makeRowVector({makeFlatVector({-9223372036854775806L, -100, 3400})}); + createDuckDbTable({data}); + + testAggregations( + [&](auto& builder) { builder.values({data}); }, + {}, + {"sum(c0)"}, + "SELECT sum(c0) FROM tmp"); +} + TEST_F(SumTest, sumFloat) { auto data = makeRowVector({makeFlatVector({2.00, 1.00})}); createDuckDbTable({data}); @@ -561,13 +572,6 @@ TEST_F(SumTest, hookLimits) { testHookLimits(); } -TEST_F(SumTest, integerAggregateOverflow) { - testAggregateOverflow(); - testAggregateOverflow(); - testAggregateOverflow(); - testAggregateOverflow(true); -} - TEST_F(SumTest, floatAggregateOverflow) { testAggregateOverflow(); testAggregateOverflow(); diff --git a/velox/functions/prestosql/registration/DateTimeFunctionsRegistration.cpp b/velox/functions/prestosql/registration/DateTimeFunctionsRegistration.cpp index 449b95f9c2aa..c79661f8e21f 100644 --- a/velox/functions/prestosql/registration/DateTimeFunctionsRegistration.cpp +++ b/velox/functions/prestosql/registration/DateTimeFunctionsRegistration.cpp @@ -27,9 +27,9 @@ void registerSimpleFunctions() { {"to_unixtime"}); registerFunction({"from_unixtime"}); - registerFunction({"year"}); - registerFunction({"year"}); - registerFunction({"year"}); + registerFunction({"year"}); + registerFunction({"year"}); + registerFunction({"year"}); registerFunction({"week", "week_of_year"}); registerFunction({"week", "week_of_year"}); registerFunction( diff --git a/velox/functions/prestosql/window/Rank.cpp b/velox/functions/prestosql/window/Rank.cpp index 9296006218c8..47233701c820 100644 --- a/velox/functions/prestosql/window/Rank.cpp +++ b/velox/functions/prestosql/window/Rank.cpp @@ -104,17 +104,17 @@ void registerRankInternal( const std::vector& /*args*/, const TypePtr& resultType, velox::memory::MemoryPool* /*pool*/, - HashStringAllocator* /*stringAllocator*/) - -> std::unique_ptr { + HashStringAllocator * + /*stringAllocator*/) -> std::unique_ptr { return std::make_unique>(resultType); }); } void registerRank(const std::string& name) { - registerRankInternal(name, "bigint"); + registerRankInternal(name, "integer"); } void registerDenseRank(const std::string& name) { - registerRankInternal(name, "bigint"); + registerRankInternal(name, "integer"); } void registerPercentRank(const std::string& name) { registerRankInternal(name, "double"); diff --git a/velox/functions/prestosql/window/RowNumber.cpp b/velox/functions/prestosql/window/RowNumber.cpp index f8bf3b702ff5..f2e9cb82c105 100644 --- a/velox/functions/prestosql/window/RowNumber.cpp +++ b/velox/functions/prestosql/window/RowNumber.cpp @@ -40,7 +40,7 @@ class RowNumberFunction : public exec::WindowFunction { vector_size_t resultOffset, const VectorPtr& result) override { int numRows = peerGroupStarts->size() / sizeof(vector_size_t); - auto* rawValues = result->asFlatVector()->mutableRawValues(); + auto* rawValues = result->asFlatVector()->mutableRawValues(); for (int i = 0; i < numRows; i++) { rawValues[resultOffset + i] = rowNumber_++; } @@ -65,8 +65,8 @@ void registerRowNumber(const std::string& name) { const std::vector& /*args*/, const TypePtr& /*resultType*/, velox::memory::MemoryPool* /*pool*/, - HashStringAllocator* /*stringAllocator*/) - -> std::unique_ptr { + HashStringAllocator * + /*stringAllocator*/) -> std::unique_ptr { return std::make_unique(); }); } diff --git a/velox/functions/sparksql/Bitwise.cpp b/velox/functions/sparksql/Bitwise.cpp index 0418b7e74121..ecb22dff2283 100644 --- a/velox/functions/sparksql/Bitwise.cpp +++ b/velox/functions/sparksql/Bitwise.cpp @@ -84,16 +84,26 @@ struct ShiftRightFunction { void registerBitwiseFunctions(const std::string& prefix) { registerBinaryIntegral({prefix + "bitwise_and"}); registerBinaryIntegral({prefix + "bitwise_or"}); + registerBinaryIntegral({prefix + "shiftleft"}); + registerBinaryIntegral({prefix + "shiftright"}); registerFunction( {prefix + "shiftleft"}); + registerFunction( + {prefix + "shiftleft"}); registerFunction( {prefix + "shiftleft"}); + registerFunction( + {prefix + "shiftleft"}); registerFunction( {prefix + "shiftright"}); + registerFunction( + {prefix + "shiftright"}); registerFunction( {prefix + "shiftright"}); + registerFunction( + {prefix + "shiftright"}); } } // namespace facebook::velox::functions::sparksql diff --git a/velox/functions/sparksql/CMakeLists.txt b/velox/functions/sparksql/CMakeLists.txt index 9b9ae6ec8692..2bce2cd6725a 100644 --- a/velox/functions/sparksql/CMakeLists.txt +++ b/velox/functions/sparksql/CMakeLists.txt @@ -26,7 +26,8 @@ add_library( RegisterCompare.cpp Size.cpp SplitFunctions.cpp - String.cpp) + String.cpp + MightContain.cpp) target_link_libraries( velox_functions_spark velox_functions_lib velox_functions_prestosql_impl @@ -35,9 +36,12 @@ target_link_libraries( set_property(TARGET velox_functions_spark PROPERTY JOB_POOL_COMPILE high_memory_pool) +if(${VELOX_ENABLE_AGGREGATES}) + add_subdirectory(aggregates) +endif() + if(${VELOX_BUILD_TESTING}) add_subdirectory(tests) - add_subdirectory(aggregates) endif() if(${VELOX_ENABLE_BENCHMARKS}) diff --git a/velox/functions/sparksql/DateTime.h b/velox/functions/sparksql/DateTime.h new file mode 100644 index 000000000000..311e575f7b92 --- /dev/null +++ b/velox/functions/sparksql/DateTime.h @@ -0,0 +1,384 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include +#include +#include "velox/core/QueryConfig.h" +#include "velox/external/date/tz.h" +#include "velox/functions/Macros.h" +#include "velox/functions/lib/DateTimeFormatter.h" +#include "velox/functions/lib/TimeUtils.h" +#include "velox/functions/prestosql/DateTimeImpl.h" +#include "velox/functions/prestosql/types/TimestampWithTimeZoneType.h" +#include "velox/type/Type.h" +#include "velox/type/tz/TimeZoneMap.h" + +namespace facebook::velox::functions { + +template +struct ToUnixtimeFunction { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE bool call( + double& result, + const arg_type& timestamp) { + result = toUnixtime(timestamp); + return true; + } + + FOLLY_ALWAYS_INLINE bool call( + double& result, + const arg_type& timestampWithTimezone) { + const auto milliseconds = *timestampWithTimezone.template at<0>(); + result = (double)milliseconds / kMillisecondsInSecond; + return true; + } +}; + +template +struct FromUnixtimeFunction { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE bool call( + Timestamp& result, + const arg_type& unixtime) { + auto resultOptional = fromUnixtime(unixtime); + if (LIKELY(resultOptional.has_value())) { + result = resultOptional.value(); + return true; + } + return false; + } +}; + +namespace { +template +struct TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + // Convert timestampWithTimezone to a timestamp representing the moment at the + // zone in timestampWithTimezone. + FOLLY_ALWAYS_INLINE + Timestamp toTimestamp( + const arg_type& timestampWithTimezone) { + const auto milliseconds = *timestampWithTimezone.template at<0>(); + Timestamp timestamp = Timestamp::fromMillis(milliseconds); + timestamp.toTimezone(*timestampWithTimezone.template at<1>()); + + return timestamp; + } +}; + +} // namespace + +template +struct QuarterFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE int64_t getQuarter(const std::tm& time) { + return time.tm_mon / 3 + 1; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getQuarter(getDateTime(timestamp, this->timeZone_)); + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getQuarter(getDateTime(date)); + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getQuarter(getDateTime(timestamp, nullptr)); + } +}; + +template +struct MonthFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE int64_t getMonth(const std::tm& time) { + return 1 + time.tm_mon; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getMonth(getDateTime(timestamp, this->timeZone_)); + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getMonth(getDateTime(date)); + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getMonth(getDateTime(timestamp, nullptr)); + } +}; + +template +struct DayFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDateTime(timestamp, this->timeZone_).tm_mday; + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDateTime(date).tm_mday; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDateTime(timestamp, nullptr).tm_mday; + } +}; + +template +struct DayOfWeekFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE int64_t getDayOfWeek(const std::tm& time) { + return time.tm_wday + 1 == 0 ? 7 : time.tm_wday + 1; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDayOfWeek(getDateTime(timestamp, this->timeZone_)); + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDayOfWeek(getDateTime(date)); + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDayOfWeek(getDateTime(timestamp, nullptr)); + } +}; + +template +struct DayOfYearFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE int64_t getDayOfYear(const std::tm& time) { + return time.tm_yday + 1; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDayOfYear(getDateTime(timestamp, this->timeZone_)); + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDayOfYear(getDateTime(date)); + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDayOfYear(getDateTime(timestamp, nullptr)); + } +}; + +template +struct YearOfWeekFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE int64_t computeYearOfWeek(const std::tm& dateTime) { + int isoWeekDay = dateTime.tm_wday == 0 ? 7 : dateTime.tm_wday; + // The last few days in December may belong to the next year if they are + // in the same week as the next January 1 and this January 1 is a Thursday + // or before. + if (UNLIKELY( + dateTime.tm_mon == 11 && dateTime.tm_mday >= 29 && + dateTime.tm_mday - isoWeekDay >= 31 - 3)) { + return 1900 + dateTime.tm_year + 1; + } + // The first few days in January may belong to the last year if they are + // in the same week as January 1 and January 1 is a Friday or after. + else if (UNLIKELY( + dateTime.tm_mon == 0 && dateTime.tm_mday <= 3 && + isoWeekDay - (dateTime.tm_mday - 1) >= 5)) { + return 1900 + dateTime.tm_year - 1; + } else { + return 1900 + dateTime.tm_year; + } + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = computeYearOfWeek(getDateTime(timestamp, this->timeZone_)); + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = computeYearOfWeek(getDateTime(date)); + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = computeYearOfWeek(getDateTime(timestamp, nullptr)); + } +}; + +template +struct HourFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDateTime(timestamp, this->timeZone_).tm_hour; + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDateTime(date).tm_hour; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDateTime(timestamp, nullptr).tm_hour; + } +}; + +template +struct MinuteFunction : public InitSessionTimezone, + public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDateTime(timestamp, this->timeZone_).tm_min; + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDateTime(date).tm_min; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDateTime(timestamp, nullptr).tm_min; + } +}; + +template +struct SecondFunction : public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = getDateTime(timestamp, nullptr).tm_sec; + } + + template + FOLLY_ALWAYS_INLINE void call(TInput& result, const arg_type& date) { + result = getDateTime(date).tm_sec; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = getDateTime(timestamp, nullptr).tm_sec; + } +}; + +template +struct MillisecondFunction : public TimestampWithTimezoneSupport { + VELOX_DEFINE_FUNCTION_TYPES(T); + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestamp) { + result = timestamp.getNanos() / kNanosecondsInMillisecond; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& /*date*/) { + // Dates do not have millisecond granularity. + result = 0; + } + + template + FOLLY_ALWAYS_INLINE void call( + TInput& result, + const arg_type& timestampWithTimezone) { + auto timestamp = this->toTimestamp(timestampWithTimezone); + result = timestamp.getNanos() / kNanosecondsInMillisecond; + } +}; + +} // namespace facebook::velox::functions diff --git a/velox/functions/sparksql/DateTimeFunctions.h b/velox/functions/sparksql/DateTimeFunctions.h index d5cc385e0e17..909b46ccead5 100644 --- a/velox/functions/sparksql/DateTimeFunctions.h +++ b/velox/functions/sparksql/DateTimeFunctions.h @@ -15,6 +15,7 @@ */ #include "velox/functions/lib/TimeUtils.h" +#include "velox/functions/prestosql/DateTimeImpl.h" namespace facebook::velox::functions::sparksql { @@ -36,4 +37,51 @@ struct YearFunction : public InitSessionTimezone { result = getYear(getDateTime(date)); } }; + +template +struct DateAddFunction { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE bool call( + out_type& result, + const arg_type& date, + const int32_t value) { + result = addToDate(date, DateTimeUnit::kDay, value); + return true; + } + + FOLLY_ALWAYS_INLINE bool call( + out_type& result, + const arg_type& date, + const int16_t value) { + result = addToDate(date, DateTimeUnit::kDay, (int32_t)value); + return true; + } + + FOLLY_ALWAYS_INLINE bool call( + out_type& result, + const arg_type& date, + const int8_t value) { + result = addToDate(date, DateTimeUnit::kDay, (int32_t)value); + return true; + } +}; + +template +struct DateDiffFunction { + VELOX_DEFINE_FUNCTION_TYPES(T); + + FOLLY_ALWAYS_INLINE bool call( + int32_t& result, + const arg_type& date1, + const arg_type& date2) { + int64_t value = diffDate(DateTimeUnit::kDay, date1, date2); + if (value != (int32_t)value) { + VELOX_UNSUPPORTED("integer overflow"); + } + result = (int32_t)value; + return true; + } +}; + } // namespace facebook::velox::functions::sparksql diff --git a/velox/functions/sparksql/Hash.cpp b/velox/functions/sparksql/Hash.cpp index 4e89d01ffc97..8c3acdf985c9 100644 --- a/velox/functions/sparksql/Hash.cpp +++ b/velox/functions/sparksql/Hash.cpp @@ -69,6 +69,7 @@ void applyWithType( CASE(VARBINARY, hash.hashBytes, StringView); CASE(REAL, hash.hashFloat, float); CASE(DOUBLE, hash.hashDouble, double); + CASE(DATE, hash.hashDate, int32_t); #undef CASE default: VELOX_NYI( @@ -135,6 +136,10 @@ class Murmur3Hash final { return fmix(h1, input.size()); } + uint32_t hashDate(Date input, uint32_t seed) { + return hashInt32(input.days(), seed); + } + private: uint32_t mixK1(uint32_t k1) { k1 *= 0xcc9e2d51; @@ -235,6 +240,10 @@ class XxHash64 final { return fmix(hash); } + uint32_t hashDate(Date input, uint32_t seed) { + return hashInt32(input.days(), seed); + } + private: uint64_t fmix(uint64_t hash) { hash ^= hash >> 33; diff --git a/velox/functions/sparksql/MightContain.cpp b/velox/functions/sparksql/MightContain.cpp new file mode 100644 index 000000000000..8fa26b091f90 --- /dev/null +++ b/velox/functions/sparksql/MightContain.cpp @@ -0,0 +1,86 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include "velox/functions/sparksql/MightContain.h" + +#include "velox/common/base/BloomFilter.h" +#include "velox/common/memory/HashStringAllocator.h" +#include "velox/expression/DecodedArgs.h" +#include "velox/vector/FlatVector.h" + +namespace facebook::velox::functions::sparksql { +namespace { +class BloomFilterMightContainFunction final : public exec::VectorFunction { + bool isDefaultNullBehavior() const final { + return false; + } + + void apply( + const SelectivityVector& rows, + std::vector& args, // Not using const ref so we can reuse args + const TypePtr& outputType, + exec::EvalCtx& context, + VectorPtr& resultRef) const final { + VELOX_CHECK_EQ(args.size(), 2); + context.ensureWritable(rows, BOOLEAN(), resultRef); + auto& result = *resultRef->as>(); + exec::DecodedArgs decodedArgs(rows, args, context); + auto serialized = decodedArgs.at(0); + auto value = decodedArgs.at(1); + if (serialized->isConstantMapping() && serialized->isNullAt(0)) { + rows.applyToSelected([&](int row) { result.setNull(row, true); }); + return; + } + + HashStringAllocator allocator{context.pool()}; + if (serialized->isConstantMapping()) { + BloomFilter output{StlAllocator(&allocator)}; + output.merge(serialized->valueAt(0).data()); + rows.applyToSelected([&](int row) { + auto contain = output.mayContain( + folly::hasher()(value->valueAt(row))); + result.set(row, contain); + }); + return; + } + + rows.applyToSelected([&](int row) { + BloomFilter output{StlAllocator(&allocator)}; + output.merge(serialized->valueAt(0).data()); + auto contain = output.mayContain( + folly::hasher()(value->valueAt(row))); + result.set(row, contain); + }); + } +}; +} // namespace + +std::vector> mightContainSignatures() { + return {exec::FunctionSignatureBuilder() + .returnType("boolean") + .argumentType("varbinary") + .argumentType("bigint") + .build()}; +} + +std::shared_ptr makeMightContain( + const std::string& name, + const std::vector& inputArgs) { + static const auto kMightContainFunction = + std::make_shared(); + return kMightContainFunction; +} + +} // namespace facebook::velox::functions::sparksql diff --git a/velox/functions/sparksql/MightContain.h b/velox/functions/sparksql/MightContain.h new file mode 100644 index 000000000000..665e72c7a16d --- /dev/null +++ b/velox/functions/sparksql/MightContain.h @@ -0,0 +1,26 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include "velox/expression/VectorFunction.h" + +namespace facebook::velox::functions::sparksql { + +std::vector> mightContainSignatures(); + +std::shared_ptr makeMightContain( + const std::string& name, + const std::vector& inputArgs); + +} // namespace facebook::velox::functions::sparksql diff --git a/velox/functions/sparksql/RegexFunctions.cpp b/velox/functions/sparksql/RegexFunctions.cpp index 734c7aea5592..f882f8324677 100644 --- a/velox/functions/sparksql/RegexFunctions.cpp +++ b/velox/functions/sparksql/RegexFunctions.cpp @@ -53,6 +53,14 @@ void ensureRegexIsCompatible( // instead adds the character ]. } else if (*c == ']' && charClassStart + 1 != c) { charClassStart = nullptr; + } else if (*c == '(' && c + 3 < pattern.end() && *(c + 1) == '?') { + // RE2 doesn't support lookaround (lookahead or lookbehind), so we should exclude such patterns: + // (?=), (?!), (?<=), (?({prefix + "chr"}); registerFunction({prefix + "ascii"}); + registerFunction( + {prefix + "lpad"}); + registerFunction( + {prefix + "rpad"}); registerFunction( {prefix + "substring"}); registerFunction( @@ -139,14 +144,80 @@ void registerFunctions(const std::string& prefix) { registerFunction( {prefix + "contains"}); + registerFunction({prefix + "trim"}); + registerFunction({prefix + "trim"}); + registerFunction({prefix + "ltrim"}); + registerFunction( + {prefix + "ltrim"}); + registerFunction({prefix + "rtrim"}); + registerFunction( + {prefix + "rtrim"}); + // Register array sort functions. exec::registerStatefulVectorFunction( prefix + "array_sort", arraySortSignatures(), makeArraySort); exec::registerStatefulVectorFunction( prefix + "sort_array", sortArraySignatures(), makeSortArray); - registerFunction({"year"}); - registerFunction({"year"}); + // Register bloom filter function + exec::registerStatefulVectorFunction( + prefix + "might_contain", mightContainSignatures(), makeMightContain); + // Register DateTime functions. + registerFunction( + {prefix + "millisecond"}); + registerFunction( + {prefix + "millisecond"}); + registerFunction( + {prefix + "millisecond"}); + registerFunction({prefix + "second"}); + registerFunction({prefix + "second"}); + registerFunction( + {prefix + "second"}); + registerFunction({prefix + "minute"}); + registerFunction({prefix + "minute"}); + registerFunction( + {prefix + "minute"}); + registerFunction({prefix + "hour"}); + registerFunction({prefix + "hour"}); + registerFunction( + {prefix + "hour"}); + registerFunction( + {prefix + "day", prefix + "day_of_month"}); + registerFunction( + {prefix + "day", prefix + "day_of_month"}); + registerFunction( + {prefix + "day", prefix + "day_of_month"}); + registerFunction({prefix + "day_of_week"}); + registerFunction( + {prefix + "day_of_week"}); + registerFunction( + {prefix + "day_of_week"}); + registerFunction({prefix + "day_of_year"}); + registerFunction( + {prefix + "day_of_year"}); + registerFunction( + {prefix + "day_of_year"}); + registerFunction({prefix + "month"}); + registerFunction({prefix + "month"}); + registerFunction( + {prefix + "month"}); + registerFunction({prefix + "quarter"}); + registerFunction({prefix + "quarter"}); + registerFunction( + {prefix + "quarter"}); + registerFunction({prefix + "year"}); + registerFunction({prefix + "year"}); + registerFunction( + {prefix + "year_of_week"}); + registerFunction( + {prefix + "year_of_week"}); + registerFunction( + {prefix + "year_of_week"}); + registerFunction({"date_add"}); + registerFunction({"date_add"}); + registerFunction({"date_add"}); + registerFunction( + {"date_diff"}); } } // namespace sparksql diff --git a/velox/functions/sparksql/String.h b/velox/functions/sparksql/String.h index 668e48ac8725..fe586bed16a0 100644 --- a/velox/functions/sparksql/String.h +++ b/velox/functions/sparksql/String.h @@ -211,4 +211,152 @@ struct EndsWithFunction { } }; +/// ltrim(trimStr, srcStr) -> varchar +/// Remove leading specified characters from srcStr. The specified character +/// is any character contained in trimStr. +/// rtrim(trimStr, srcStr) -> varchar +/// Remove trailing specified characters from srcStr. The specified +/// character is any character contained in trimStr. +/// trim(trimStr, srcStr) -> varchar +/// Remove leading and trailing specified characters from srcStr. The +/// specified character is any character contained in trimStr. +template +struct TrimFunctionBase { + VELOX_DEFINE_FUNCTION_TYPES(T); + + // Results refer to strings in the first argument. + static constexpr int32_t reuse_strings_from_arg = 1; + + // ASCII input always produces ASCII result. + static constexpr bool is_default_ascii_behavior = true; + + FOLLY_ALWAYS_INLINE void callAscii( + out_type& result, + const arg_type& trimStr, + const arg_type& srcStr) { + if (srcStr.empty()) { + result.setEmpty(); + return; + } + if (trimStr.empty()) { + result.setNoCopy(srcStr); + return; + } + + auto trimStrView = std::string_view(trimStr); + size_t resultStartIndex = 0; + if constexpr (leftTrim) { + resultStartIndex = + std::string_view(srcStr).find_first_not_of(trimStrView); + if (resultStartIndex == std::string_view::npos) { + result.setEmpty(); + return; + } + } + + size_t resultSize = srcStr.size() - resultStartIndex; + if constexpr (rightTrim) { + size_t lastIndex = + std::string_view(srcStr.data() + resultStartIndex, resultSize) + .find_last_not_of(trimStrView); + if (lastIndex == std::string_view::npos) { + result.setEmpty(); + return; + } + resultSize = lastIndex + 1; + } + + result.setNoCopy(StringView(srcStr.data() + resultStartIndex, resultSize)); + } + + FOLLY_ALWAYS_INLINE void call( + out_type& result, + const arg_type& trimStr, + const arg_type& srcStr) { + if (srcStr.empty()) { + result.setEmpty(); + return; + } + if (trimStr.empty()) { + result.setNoCopy(srcStr); + return; + } + + auto trimStrView = std::string_view(trimStr); + auto resultBegin = srcStr.begin(); + if constexpr (leftTrim) { + while (resultBegin < srcStr.end()) { + int charLen = utf8proc_char_length(resultBegin); + auto c = std::string_view(resultBegin, charLen); + if (trimStrView.find(c) == std::string_view::npos) { + break; + } + resultBegin += charLen; + } + } + + auto resultEnd = srcStr.end(); + if constexpr (rightTrim) { + auto curPos = resultEnd - 1; + while (curPos >= resultBegin) { + if (utf8proc_char_first_byte(curPos)) { + auto c = std::string_view(curPos, resultEnd - curPos); + if (trimStrView.find(c) == std::string_view::npos) { + break; + } + resultEnd = curPos; + } + --curPos; + } + } + + result.setNoCopy(StringView(resultBegin, resultEnd - resultBegin)); + } +}; + +/// ltrim(srcStr) -> varchar +/// Removes leading 0x20(space) characters from srcStr. +/// rtrim(srcStr) -> varchar +/// Removes trailing 0x20(space) characters from srcStr. +/// trim(srcStr) -> varchar +/// Remove leading and trailing 0x20(space) characters from srcStr. +template +struct TrimSpaceFunctionBase { + VELOX_DEFINE_FUNCTION_TYPES(T); + + // Results refer to strings in the first argument. + static constexpr int32_t reuse_strings_from_arg = 0; + + // ASCII input always produces ASCII result. + static constexpr bool is_default_ascii_behavior = true; + + FOLLY_ALWAYS_INLINE void call( + out_type& result, + const arg_type& srcStr) { + // Because utf-8 and Ascii have the same space character code, both are + // char=32. So trimAsciiSpace can be reused here. + stringImpl:: + trimAsciiWhiteSpace( + result, srcStr); + } +}; + +template +struct TrimFunction : public TrimFunctionBase {}; + +template +struct LTrimFunction : public TrimFunctionBase {}; + +template +struct RTrimFunction : public TrimFunctionBase {}; + +template +struct TrimSpaceFunction : public TrimSpaceFunctionBase {}; + +template +struct LTrimSpaceFunction : public TrimSpaceFunctionBase {}; + +template +struct RTrimSpaceFunction : public TrimSpaceFunctionBase {}; + } // namespace facebook::velox::functions::sparksql diff --git a/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.cpp b/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.cpp new file mode 100644 index 000000000000..00d909972958 --- /dev/null +++ b/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.cpp @@ -0,0 +1,283 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "velox/functions/sparksql/aggregates/BloomFilterAggAggregate.h" + +#include "velox/common/base/BloomFilter.h" +#include "velox/exec/Aggregate.h" +#include "velox/expression/FunctionSignature.h" +#include "velox/vector/FlatVector.h" + +namespace facebook::velox::functions::sparksql::aggregates { + +namespace { + +struct BloomFilterAccumulator { + explicit BloomFilterAccumulator(HashStringAllocator* allocator) + : bloomFilter_{StlAllocator(allocator)} {} + + int32_t serializedSize() { + return bloomFilter_.serializedSize(); + } + + void serialize(StringView& output) { + return bloomFilter_.serialize(const_cast(output.data())); + } + + void mergeWith(StringView& serialized) { + bloomFilter_.merge(serialized.data()); + } + + void init(int32_t capacity) { + if (!bloomFilter_.isSet()) { + bloomFilter_.reset(capacity); + } + } + + void insert(int64_t value) { + bloomFilter_.insert(folly::hasher()(value)); + } + + BloomFilter> bloomFilter_; +}; // namespace + +template +class BloomFilterAggAggregate : public exec::Aggregate { + public: + explicit BloomFilterAggAggregate(const TypePtr& resultType) + : Aggregate(resultType) {} + + int32_t accumulatorFixedWidthSize() const override { + return sizeof(BloomFilterAccumulator); + } + + bool isFixedSize() const override { + return false; + } + + /// Initialize each group. + void initializeNewGroups( + char** groups, + folly::Range indices) override { + setAllNulls(groups, indices); + for (auto i : indices) { + new (groups[i] + offset_) BloomFilterAccumulator(allocator_); + } + } + + void addRawInput( + char** groups, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + // ignore the estimatedNumItems, this config is not used in + // velox bloom filter implementation + decodeArguments(rows, args); + VELOX_CHECK(!decodedRaw_.mayHaveNulls()); + rows.applyToSelected([&](vector_size_t row) { + auto accumulator = value(groups[row]); + accumulator->init(capacity_); + accumulator->insert(decodedRaw_.valueAt(row)); + }); + } + + void addIntermediateResults( + char** groups, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + VELOX_CHECK_EQ(args.size(), 1); + decodedIntermediate_.decode(*args[0], rows); + rows.applyToSelected([&](auto row) { + if (UNLIKELY(decodedIntermediate_.isNullAt(row))) { + return; + } + auto group = groups[row]; + auto tracker = trackRowSize(group); + auto serialized = decodedIntermediate_.valueAt(row); + auto accumulator = value(group); + accumulator->mergeWith(serialized); + }); + } + + void addSingleGroupRawInput( + char* group, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + decodeArguments(rows, args); + auto accumulator = value(group); + VELOX_CHECK(!decodedRaw_.mayHaveNulls()); + if (decodedRaw_.isConstantMapping()) { + // all values are same, just do for the first + accumulator->init(capacity_); + accumulator->insert(decodedRaw_.valueAt(0)); + return; + } + rows.applyToSelected([&](vector_size_t row) { + accumulator->init(capacity_); + accumulator->insert(decodedRaw_.valueAt(row)); + }); + } + + void addSingleGroupIntermediateResults( + char* group, + const SelectivityVector& rows, + const std::vector& args, + bool /*mayPushdown*/) override { + VELOX_CHECK_EQ(args.size(), 1); + decodedIntermediate_.decode(*args[0], rows); + auto tracker = trackRowSize(group); + auto accumulator = value(group); + rows.applyToSelected([&](auto row) { + if (UNLIKELY(decodedIntermediate_.isNullAt(row))) { + return; + } + auto serialized = decodedIntermediate_.valueAt(row); + accumulator->mergeWith(serialized); + }); + } + + void extractValues(char** groups, int32_t numGroups, VectorPtr* result) + override { + VELOX_CHECK(result); + auto flatResult = (*result)->asUnchecked>(); + flatResult->resize(numGroups); + for (vector_size_t i = 0; i < numGroups; ++i) { + auto group = groups[i]; + auto accumulator = value(group); + auto size = accumulator->serializedSize(); + if (UNLIKELY(!accumulator->bloomFilter_.isSet())) { + flatResult->setNull(i, true); + continue; + } + if (StringView::isInline(size)) { + StringView serialized(size); + accumulator->serialize(serialized); + flatResult->setNoCopy(i, serialized); + } else { + Buffer* buffer = flatResult->getBufferWithSpace(size); + StringView serialized(buffer->as() + buffer->size(), size); + accumulator->serialize(serialized); + buffer->setSize(buffer->size() + size); + flatResult->setNoCopy(i, serialized); + } + } + } + + void extractAccumulators(char** groups, int32_t numGroups, VectorPtr* result) + override { + extractValues(groups, numGroups, result); + } + + private: + const int64_t DEFAULT_ESPECTED_NUM_ITEMS = 1000000; + const int64_t MAX_NUM_ITEMS = 4000000; + const int64_t MAX_NUM_BITS = 67108864; + + void decodeArguments( + const SelectivityVector& rows, + const std::vector& args) { + if (args.size() > 0) { + decodedRaw_.decode(*args[0], rows); + if (args.size() > 1) { + DecodedVector decodedEstimatedNumItems(*args[1], rows); + setConstantArgument( + "estimatedNumItems", estimatedNumItems_, decodedEstimatedNumItems); + if (args.size() > 2) { + DecodedVector decodedNumBits(*args[2], rows); + setConstantArgument("numBits", numBits_, decodedNumBits); + } else { + VELOX_CHECK_EQ(args.size(), 3); + numBits_ = estimatedNumItems_ * 8; + } + } else { + estimatedNumItems_ = DEFAULT_ESPECTED_NUM_ITEMS; + numBits_ = estimatedNumItems_ * 8; + } + } else { + VELOX_USER_FAIL("Function args size must be more than 0") + } + estimatedNumItems_ = std::min(estimatedNumItems_, MAX_NUM_ITEMS); + numBits_ = std::min(numBits_, MAX_NUM_BITS); + capacity_ = numBits_ / 16; + } + + static void + setConstantArgument(const char* name, int64_t& val, int64_t newVal) { + VELOX_USER_CHECK_GT(newVal, 0, "{} must be positive", name); + if (val == kMissingArgument) { + val = newVal; + } else { + VELOX_USER_CHECK_EQ( + newVal, val, "{} argument must be constant for all input rows", name); + } + } + + static void setConstantArgument( + const char* name, + int64_t& val, + const DecodedVector& vec) { + VELOX_CHECK( + vec.isConstantMapping(), + "{} argument must be constant for all input rows", + name); + setConstantArgument(name, val, vec.valueAt(0)); + } + + static constexpr int64_t kMissingArgument = -1; + // Reusable instance of DecodedVector for decoding input vectors. + DecodedVector decodedRaw_; + DecodedVector decodedIntermediate_; + int64_t estimatedNumItems_ = kMissingArgument; + int64_t numBits_ = kMissingArgument; + int32_t capacity_ = kMissingArgument; +}; + +} // namespace + +bool registerBloomFilterAggAggregate(const std::string& name) { + std::vector> signatures{ + exec::AggregateFunctionSignatureBuilder() + .argumentType("bigint") + .argumentType("bigint") + .argumentType("bigint") + .intermediateType("varbinary") + .returnType("varbinary") + .build(), + exec::AggregateFunctionSignatureBuilder() + .argumentType("bigint") + .argumentType("bigint") + .intermediateType("varbinary") + .returnType("varbinary") + .build(), + exec::AggregateFunctionSignatureBuilder() + .argumentType("bigint") + .intermediateType("varbinary") + .returnType("varbinary") + .build()}; + + return exec::registerAggregateFunction( + name, + std::move(signatures), + [name]( + core::AggregationNode::Step step, + const std::vector& argTypes, + const TypePtr& resultType) -> std::unique_ptr { + return std::make_unique>(resultType); + }); +} +} // namespace facebook::velox::functions::sparksql::aggregates diff --git a/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.h b/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.h new file mode 100644 index 000000000000..c1d53bfca3ac --- /dev/null +++ b/velox/functions/sparksql/aggregates/BloomFilterAggAggregate.h @@ -0,0 +1,25 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#pragma once + +#include + +namespace facebook::velox::functions::sparksql::aggregates { + +bool registerBloomFilterAggAggregate(const std::string& name); + +} // namespace facebook::velox::functions::sparksql::aggregates diff --git a/velox/functions/sparksql/aggregates/CMakeLists.txt b/velox/functions/sparksql/aggregates/CMakeLists.txt index 116923f1c936..83a867a06d0a 100644 --- a/velox/functions/sparksql/aggregates/CMakeLists.txt +++ b/velox/functions/sparksql/aggregates/CMakeLists.txt @@ -11,7 +11,12 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -add_library(velox_functions_spark_aggregates LastAggregate.cpp Register.cpp) + +if(CMAKE_CXX_COMPILER_ID MATCHES "GNU") + add_compile_options(-Wno-stringop-overflow) +endif() + +add_library(velox_functions_spark_aggregates LastAggregate.cpp BloomFilterAggAggregate.cpp Register.cpp) target_link_libraries(velox_functions_spark_aggregates ${FMT} velox_exec velox_expression_functions velox_aggregates velox_vector) diff --git a/velox/functions/sparksql/aggregates/Register.cpp b/velox/functions/sparksql/aggregates/Register.cpp index 60bcbaca673f..bdba930d7786 100644 --- a/velox/functions/sparksql/aggregates/Register.cpp +++ b/velox/functions/sparksql/aggregates/Register.cpp @@ -16,11 +16,13 @@ #include "velox/functions/sparksql/aggregates/Register.h" +#include "velox/functions/sparksql/aggregates/BloomFilterAggAggregate.h" #include "velox/functions/sparksql/aggregates/LastAggregate.h" namespace facebook::velox::functions::sparksql::aggregates { void registerAggregateFunctions(const std::string& prefix) { aggregates::registerLastAggregate(prefix + "last"); + aggregates::registerBloomFilterAggAggregate(prefix + "bloom_filter_agg"); } } // namespace facebook::velox::functions::sparksql::aggregates diff --git a/velox/functions/sparksql/aggregates/tests/BloomFilterAggAggregateTest.cpp b/velox/functions/sparksql/aggregates/tests/BloomFilterAggAggregateTest.cpp new file mode 100644 index 000000000000..110fec7e1b7b --- /dev/null +++ b/velox/functions/sparksql/aggregates/tests/BloomFilterAggAggregateTest.cpp @@ -0,0 +1,45 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "velox/exec/tests/utils/PlanBuilder.h" +#include "velox/functions/prestosql/aggregates/tests/AggregationTestBase.h" +#include "velox/functions/sparksql/aggregates/Register.h" + +namespace facebook::velox::functions::sparksql::aggregates::test { +namespace { +class BloomFilterAggAggregateTest + : public aggregate::test::AggregationTestBase { + public: + BloomFilterAggAggregateTest() { + aggregate::test::AggregationTestBase::SetUp(); + aggregates::registerAggregateFunctions(""); + } +}; +} // namespace + +TEST_F(BloomFilterAggAggregateTest, bloomFilter) { + auto vectors = {makeRowVector({makeFlatVector( + 100, [](vector_size_t row) { return row / 3; })})}; + + auto expected = {makeRowVector({makeFlatVector< + StringView>(1, [](vector_size_t row) { + return "\u0004\u0000\u0000\u0000\u0003\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000"; + })})}; + + testAggregations(vectors, {}, {"bloom_filter_agg(c0, 5, 10)"}, expected); +} + +} // namespace facebook::velox::functions::sparksql::aggregates::test diff --git a/velox/functions/sparksql/aggregates/tests/CMakeLists.txt b/velox/functions/sparksql/aggregates/tests/CMakeLists.txt index 1f7c68bdb48f..448eed1ee8f5 100644 --- a/velox/functions/sparksql/aggregates/tests/CMakeLists.txt +++ b/velox/functions/sparksql/aggregates/tests/CMakeLists.txt @@ -13,7 +13,7 @@ # limitations under the License. add_executable(velox_functions_spark_aggregates_test LastAggregateTest.cpp - Main.cpp) + BloomFilterAggAggregateTest.cpp Main.cpp) add_test(velox_functions_spark_aggregates_test velox_functions_spark_aggregates_test) diff --git a/velox/functions/sparksql/tests/BitwiseTest.cpp b/velox/functions/sparksql/tests/BitwiseTest.cpp index dc67ead26143..94fc80dd5d71 100644 --- a/velox/functions/sparksql/tests/BitwiseTest.cpp +++ b/velox/functions/sparksql/tests/BitwiseTest.cpp @@ -137,6 +137,8 @@ TEST_F(BitwiseTest, bitwiseOr) { } TEST_F(BitwiseTest, shiftLeft) { + EXPECT_EQ((shiftLeft_twoTypes(1, 1)), 2); + EXPECT_EQ((shiftLeft_twoTypes(1, 1)), 2); EXPECT_EQ(shiftLeft(1, 1), 2); EXPECT_EQ(shiftLeft(-1, 1), -2); EXPECT_EQ(shiftLeft(-1, 3), -8); @@ -154,6 +156,9 @@ TEST_F(BitwiseTest, shiftLeft) { } TEST_F(BitwiseTest, shiftRight) { + EXPECT_EQ((shiftRight_twoTypes(1, 1)), 0); + EXPECT_EQ((shiftRight_twoTypes(1, 1)), 0); + EXPECT_EQ(shiftRight(1, 1), 0); EXPECT_EQ(shiftRight(-3, 1), -2); EXPECT_EQ(shiftRight(-1, 32), -1); EXPECT_EQ(shiftRight(-1, -1), -1); diff --git a/velox/functions/sparksql/tests/CMakeLists.txt b/velox/functions/sparksql/tests/CMakeLists.txt index 948727b53c68..569321bcf563 100644 --- a/velox/functions/sparksql/tests/CMakeLists.txt +++ b/velox/functions/sparksql/tests/CMakeLists.txt @@ -20,6 +20,7 @@ add_executable( CompareNullSafeTests.cpp DateTimeFunctionsTest.cpp ElementAtTest.cpp + DateTimeTest.cpp HashTest.cpp InTest.cpp LeastGreatestTest.cpp @@ -29,7 +30,8 @@ add_executable( SortArrayTest.cpp SplitFunctionsTest.cpp StringTest.cpp - XxHash64Test.cpp) + XxHash64Test.cpp + MightContainTest.cpp) add_test(velox_functions_spark_test velox_functions_spark_test) diff --git a/velox/functions/sparksql/tests/DateTimeFunctionsTest.cpp b/velox/functions/sparksql/tests/DateTimeFunctionsTest.cpp index 6ce2534d5699..f61b9477bd56 100644 --- a/velox/functions/sparksql/tests/DateTimeFunctionsTest.cpp +++ b/velox/functions/sparksql/tests/DateTimeFunctionsTest.cpp @@ -29,6 +29,12 @@ class DateTimeFunctionsTest : public SparkFunctionBaseTest { {core::QueryConfig::kAdjustTimestampToTimezone, "true"}, }); } + + Date parseDate(const std::string& dateStr) { + Date returnDate; + parseTo(dateStr, returnDate); + return returnDate; + } }; TEST_F(DateTimeFunctionsTest, year) { @@ -65,5 +71,72 @@ TEST_F(DateTimeFunctionsTest, yearDate) { EXPECT_EQ(1920, year(Date(-18262))); } +TEST_F(DateTimeFunctionsTest, dateAdd) { + const auto dateAddInt32 = [&](std::optional date, + std::optional value) { + return evaluateOnce( + "date_add(c0, c1)", date, value); + }; + const auto dateAddInt16 = [&](std::optional date, + std::optional value) { + return evaluateOnce( + "date_add(c0, c1)", date, value); + }; + const auto dateAddInt8 = [&](std::optional date, + std::optional value) { + return evaluateOnce( + "date_add(c0, c1)", date, value); + }; + + // Check null behaviors + EXPECT_EQ(std::nullopt, dateAddInt32(std::nullopt, 1)); + EXPECT_EQ(std::nullopt, dateAddInt16(std::nullopt, 1)); + EXPECT_EQ(std::nullopt, dateAddInt8(std::nullopt, 1)); + + // Simple tests + EXPECT_EQ( + parseDate("2019-03-01"), dateAddInt32(parseDate("2019-02-28"), 1)); + EXPECT_EQ( + parseDate("2019-03-01"), dateAddInt16(parseDate("2019-02-28"), 1)); + EXPECT_EQ( + parseDate("2019-03-01"), dateAddInt8(parseDate("2019-02-28"), 1)); + + // Account for the last day of a year-month + EXPECT_EQ( + parseDate("2020-02-29"), dateAddInt32(parseDate("2019-01-30"), 395)); + EXPECT_EQ( + parseDate("2020-02-29"), dateAddInt16(parseDate("2019-01-30"), 395)); + + // Check for negative intervals + EXPECT_EQ( + parseDate("2019-02-28"), dateAddInt32(parseDate("2020-02-29"), -366)); + EXPECT_EQ( + parseDate("2019-02-28"), dateAddInt16(parseDate("2020-02-29"), -366)); +} + +TEST_F(DateTimeFunctionsTest, dateDiff) { + const auto dateDiff = [&](std::optional date1, + std::optional date2) { + return evaluateOnce( + "date_diff(c0, c1)", date1, date2); + }; + + // Check null behaviors + EXPECT_EQ(std::nullopt, dateDiff(Date(1), std::nullopt)); + EXPECT_EQ(std::nullopt, dateDiff(std::nullopt, Date(0))); + + // Simple tests + EXPECT_EQ( + 1, dateDiff(parseDate("2019-02-28"), parseDate("2019-03-01"))); + + // Account for the last day of a year-month + EXPECT_EQ( + 395, dateDiff(parseDate("2019-01-30"), parseDate("2020-02-29"))); + + // Check for negative intervals + EXPECT_EQ( + -366, dateDiff(parseDate("2020-02-29"), parseDate("2019-02-28"))); +} + } // namespace } // namespace facebook::velox::functions::sparksql::test diff --git a/velox/functions/sparksql/tests/DateTimeTest.cpp b/velox/functions/sparksql/tests/DateTimeTest.cpp new file mode 100644 index 000000000000..a0269de94efc --- /dev/null +++ b/velox/functions/sparksql/tests/DateTimeTest.cpp @@ -0,0 +1,955 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include +#include +#include +#include "velox/functions/sparksql/tests/SparkFunctionBaseTest.h" +#include "velox/functions/prestosql/types/TimestampWithTimeZoneType.h" +#include "velox/type/Date.h" +#include "velox/type/Timestamp.h" +#include "velox/type/TimestampConversion.h" +#include "velox/type/tz/TimeZoneMap.h" + +using namespace facebook::velox::test; + +namespace facebook::velox::functions::sparksql::test { +namespace { + +class DateTimeTest : public SparkFunctionBaseTest { + protected: + std::string daysShort[7] = {"Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"}; + + std::string daysLong[7] = { + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + "Sunday"}; + + std::string monthsShort[12] = { + "Jan", + "Feb", + "Mar", + "Apr", + "May", + "Jun", + "Jul", + "Aug", + "Sep", + "Oct", + "Nov", + "Dec"}; + + std::string monthsLong[12] = { + "January", + "February", + "March", + "April", + "May", + "June", + "July", + "August", + "September", + "October", + "November", + "December"}; + + std::string padNumber(int number) { + return number < 10 ? "0" + std::to_string(number) : std::to_string(number); + } + + void setQueryTimeZone(const std::string& timeZone) { + queryCtx_->setConfigOverridesUnsafe({ + {core::QueryConfig::kSessionTimezone, timeZone}, + {core::QueryConfig::kAdjustTimestampToTimezone, "true"}, + }); + } + + void disableAdjustTimestampToTimezone() { + queryCtx_->setConfigOverridesUnsafe({ + {core::QueryConfig::kAdjustTimestampToTimezone, "false"}, + }); + } + + public: + struct TimestampWithTimezone { + TimestampWithTimezone(int64_t milliSeconds, int16_t timezoneId) + : milliSeconds_(milliSeconds), timezoneId_(timezoneId) {} + + int64_t milliSeconds_{0}; + int16_t timezoneId_{0}; + }; + + std::optional parseDatetime( + const std::optional& input, + const std::optional& format) { + auto resultVector = evaluate( + "parse_datetime(c0, c1)", + makeRowVector( + {makeNullableFlatVector({input}), + makeNullableFlatVector({format})})); + EXPECT_EQ(1, resultVector->size()); + + if (resultVector->isNullAt(0)) { + return std::nullopt; + } + + auto rowVector = resultVector->as(); + return TimestampWithTimezone{ + rowVector->children()[0]->as>()->valueAt(0), + rowVector->children()[1]->as>()->valueAt(0)}; + } + + std::optional dateParse( + const std::optional& input, + const std::optional& format) { + auto resultVector = evaluate( + "date_parse(c0, c1)", + makeRowVector( + {makeNullableFlatVector({input}), + makeNullableFlatVector({format})})); + EXPECT_EQ(1, resultVector->size()); + + if (resultVector->isNullAt(0)) { + return std::nullopt; + } + return resultVector->as>()->valueAt(0); + } + + std::optional dateFormat( + std::optional timestamp, + const std::string& format) { + auto resultVector = evaluate( + "date_format(c0, c1)", + makeRowVector( + {makeNullableFlatVector({timestamp}), + makeNullableFlatVector({format})})); + return resultVector->as>()->valueAt(0); + } + + std::optional formatDatetime( + std::optional timestamp, + const std::string& format) { + auto resultVector = evaluate( + "format_datetime(c0, c1)", + makeRowVector( + {makeNullableFlatVector({timestamp}), + makeNullableFlatVector({format})})); + return resultVector->as>()->valueAt(0); + } + + template + std::optional evaluateWithTimestampWithTimezone( + const std::string& expression, + std::optional timestamp, + const std::optional& timeZoneName) { + if (!timestamp.has_value() || !timeZoneName.has_value()) { + return evaluateOnce( + expression, + makeRowVector({makeRowVector( + { + makeNullableFlatVector({std::nullopt}), + makeNullableFlatVector({std::nullopt}), + }, + [](vector_size_t /*row*/) { return true; })})); + } + + const std::optional tzid = + util::getTimeZoneID(timeZoneName.value()); + return evaluateOnce( + expression, + makeRowVector({makeRowVector({ + makeNullableFlatVector({timestamp}), + makeNullableFlatVector({tzid}), + })})); + } + + VectorPtr evaluateWithTimestampWithTimezone( + const std::string& expression, + std::optional timestamp, + const std::optional& timeZoneName) { + if (!timestamp.has_value() || !timeZoneName.has_value()) { + return evaluate( + expression, + makeRowVector({makeRowVector( + { + makeNullableFlatVector({std::nullopt}), + makeNullableFlatVector({std::nullopt}), + }, + [](vector_size_t /*row*/) { return true; })})); + } + + const std::optional tzid = + util::getTimeZoneID(timeZoneName.value()); + return evaluate( + expression, + makeRowVector({makeRowVector({ + makeNullableFlatVector({timestamp}), + makeNullableFlatVector({tzid}), + })})); + } +}; + +bool operator==( + const DateTimeTest::TimestampWithTimezone& a, + const DateTimeTest::TimestampWithTimezone& b) { + return a.milliSeconds_ == b.milliSeconds_ && a.timezoneId_ == b.timezoneId_; +} + +TEST_F(DateTimeTest, year) { + const auto year = [&](std::optional date) { + return evaluateOnce("year(c0)", date); + }; + EXPECT_EQ(std::nullopt, year(std::nullopt)); + EXPECT_EQ(1970, year(Timestamp(0, 0))); + EXPECT_EQ(1969, year(Timestamp(-1, 9000))); + EXPECT_EQ(2096, year(Timestamp(4000000000, 0))); + EXPECT_EQ(2096, year(Timestamp(4000000000, 123000000))); + EXPECT_EQ(2001, year(Timestamp(998474645, 321000000))); + EXPECT_EQ(2001, year(Timestamp(998423705, 321000000))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, year(std::nullopt)); + EXPECT_EQ(1969, year(Timestamp(0, 0))); + EXPECT_EQ(1969, year(Timestamp(-1, 12300000000))); + EXPECT_EQ(2096, year(Timestamp(4000000000, 0))); + EXPECT_EQ(2096, year(Timestamp(4000000000, 123000000))); + EXPECT_EQ(2001, year(Timestamp(998474645, 321000000))); + EXPECT_EQ(2001, year(Timestamp(998423705, 321000000))); +} + +TEST_F(DateTimeTest, yearDate) { + const auto year = [&](std::optional date) { + return evaluateOnce("year(c0)", date); + }; + EXPECT_EQ(std::nullopt, year(std::nullopt)); + EXPECT_EQ(1970, year(Date(0))); + EXPECT_EQ(1969, year(Date(-1))); + EXPECT_EQ(2020, year(Date(18262))); + EXPECT_EQ(1920, year(Date(-18262))); +} + +TEST_F(DateTimeTest, yearTimestampWithTimezone) { + EXPECT_EQ( + 1969, + evaluateWithTimestampWithTimezone("year(c0)", 0, "-01:00")); + EXPECT_EQ( + 1970, + evaluateWithTimestampWithTimezone("year(c0)", 0, "+00:00")); + EXPECT_EQ( + 1973, + evaluateWithTimestampWithTimezone( + "year(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 1966, + evaluateWithTimestampWithTimezone( + "year(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 2001, + evaluateWithTimestampWithTimezone( + "year(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 1938, + evaluateWithTimestampWithTimezone( + "year(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "year(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, quarter) { + const auto quarter = [&](std::optional date) { + return evaluateOnce("quarter(c0)", date); + }; + EXPECT_EQ(std::nullopt, quarter(std::nullopt)); + EXPECT_EQ(1, quarter(Timestamp(0, 0))); + EXPECT_EQ(4, quarter(Timestamp(-1, 9000))); + EXPECT_EQ(4, quarter(Timestamp(4000000000, 0))); + EXPECT_EQ(4, quarter(Timestamp(4000000000, 123000000))); + EXPECT_EQ(2, quarter(Timestamp(990000000, 321000000))); + EXPECT_EQ(3, quarter(Timestamp(998423705, 321000000))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, quarter(std::nullopt)); + EXPECT_EQ(4, quarter(Timestamp(0, 0))); + EXPECT_EQ(4, quarter(Timestamp(-1, 12300000000))); + EXPECT_EQ(4, quarter(Timestamp(4000000000, 0))); + EXPECT_EQ(4, quarter(Timestamp(4000000000, 123000000))); + EXPECT_EQ(2, quarter(Timestamp(990000000, 321000000))); + EXPECT_EQ(3, quarter(Timestamp(998423705, 321000000))); +} + +TEST_F(DateTimeTest, quarterDate) { + const auto quarter = [&](std::optional date) { + return evaluateOnce("quarter(c0)", date); + }; + EXPECT_EQ(std::nullopt, quarter(std::nullopt)); + EXPECT_EQ(1, quarter(Date(0))); + EXPECT_EQ(4, quarter(Date(-1))); + EXPECT_EQ(4, quarter(Date(-40))); + EXPECT_EQ(2, quarter(Date(110))); + EXPECT_EQ(3, quarter(Date(200))); + EXPECT_EQ(1, quarter(Date(18262))); + EXPECT_EQ(1, quarter(Date(-18262))); +} + +TEST_F(DateTimeTest, quarterTimestampWithTimezone) { + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone("quarter(c0)", 0, "-01:00")); + EXPECT_EQ( + 1, + evaluateWithTimestampWithTimezone("quarter(c0)", 0, "+00:00")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "quarter(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 1, + evaluateWithTimestampWithTimezone( + "quarter(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 2, + evaluateWithTimestampWithTimezone( + "quarter(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 3, + evaluateWithTimestampWithTimezone( + "quarter(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "quarter(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, month) { + const auto month = [&](std::optional date) { + return evaluateOnce("month(c0)", date); + }; + EXPECT_EQ(std::nullopt, month(std::nullopt)); + EXPECT_EQ(1, month(Timestamp(0, 0))); + EXPECT_EQ(12, month(Timestamp(-1, 9000))); + EXPECT_EQ(10, month(Timestamp(4000000000, 0))); + EXPECT_EQ(10, month(Timestamp(4000000000, 123000000))); + EXPECT_EQ(8, month(Timestamp(998474645, 321000000))); + EXPECT_EQ(8, month(Timestamp(998423705, 321000000))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, month(std::nullopt)); + EXPECT_EQ(12, month(Timestamp(0, 0))); + EXPECT_EQ(12, month(Timestamp(-1, 12300000000))); + EXPECT_EQ(10, month(Timestamp(4000000000, 0))); + EXPECT_EQ(10, month(Timestamp(4000000000, 123000000))); + EXPECT_EQ(8, month(Timestamp(998474645, 321000000))); + EXPECT_EQ(8, month(Timestamp(998423705, 321000000))); +} + +TEST_F(DateTimeTest, monthDate) { + const auto month = [&](std::optional date) { + return evaluateOnce("month(c0)", date); + }; + EXPECT_EQ(std::nullopt, month(std::nullopt)); + EXPECT_EQ(1, month(Date(0))); + EXPECT_EQ(12, month(Date(-1))); + EXPECT_EQ(11, month(Date(-40))); + EXPECT_EQ(2, month(Date(40))); + EXPECT_EQ(1, month(Date(18262))); + EXPECT_EQ(1, month(Date(-18262))); +} + +TEST_F(DateTimeTest, monthTimestampWithTimezone) { + EXPECT_EQ( + 12, evaluateWithTimestampWithTimezone("month(c0)", 0, "-01:00")); + EXPECT_EQ( + 1, evaluateWithTimestampWithTimezone("month(c0)", 0, "+00:00")); + EXPECT_EQ( + 11, + evaluateWithTimestampWithTimezone( + "month(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 2, + evaluateWithTimestampWithTimezone( + "month(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "month(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 9, + evaluateWithTimestampWithTimezone( + "month(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "month(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, hour) { + const auto hour = [&](std::optional date) { + return evaluateOnce("hour(c0)", date); + }; + EXPECT_EQ(std::nullopt, hour(std::nullopt)); + EXPECT_EQ(0, hour(Timestamp(0, 0))); + EXPECT_EQ(23, hour(Timestamp(-1, 9000))); + EXPECT_EQ(7, hour(Timestamp(4000000000, 0))); + EXPECT_EQ(7, hour(Timestamp(4000000000, 123000000))); + EXPECT_EQ(10, hour(Timestamp(998474645, 321000000))); + EXPECT_EQ(19, hour(Timestamp(998423705, 321000000))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, hour(std::nullopt)); + EXPECT_EQ(13, hour(Timestamp(0, 0))); + EXPECT_EQ(12, hour(Timestamp(-1, 12300000000))); + // Disabled for now because the TZ for Pacific/Apia in 2096 varies between + // systems. + // EXPECT_EQ(21, hour(Timestamp(4000000000, 0))); + // EXPECT_EQ(21, hour(Timestamp(4000000000, 123000000))); + EXPECT_EQ(23, hour(Timestamp(998474645, 321000000))); + EXPECT_EQ(8, hour(Timestamp(998423705, 321000000))); +} + +TEST_F(DateTimeTest, hourTimestampWithTimezone) { + EXPECT_EQ( + 20, + evaluateWithTimestampWithTimezone( + "hour(c0)", 998423705000, "+01:00")); + EXPECT_EQ( + 12, + evaluateWithTimestampWithTimezone( + "hour(c0)", 41028000, "+01:00")); + EXPECT_EQ( + 13, + evaluateWithTimestampWithTimezone( + "hour(c0)", 41028000, "+02:00")); + EXPECT_EQ( + 14, + evaluateWithTimestampWithTimezone( + "hour(c0)", 41028000, "+03:00")); + EXPECT_EQ( + 8, + evaluateWithTimestampWithTimezone( + "hour(c0)", 41028000, "-03:00")); + EXPECT_EQ( + 1, + evaluateWithTimestampWithTimezone( + "hour(c0)", 41028000, "+14:00")); + EXPECT_EQ( + 9, + evaluateWithTimestampWithTimezone( + "hour(c0)", -100000, "-14:00")); + EXPECT_EQ( + 2, + evaluateWithTimestampWithTimezone( + "hour(c0)", -41028000, "+14:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "hour(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, hourDate) { + const auto hour = [&](std::optional date) { + return evaluateOnce("hour(c0)", date); + }; + EXPECT_EQ(std::nullopt, hour(std::nullopt)); + EXPECT_EQ(0, hour(Date(0))); + EXPECT_EQ(0, hour(Date(-1))); + EXPECT_EQ(0, hour(Date(-40))); + EXPECT_EQ(0, hour(Date(40))); + EXPECT_EQ(0, hour(Date(18262))); + EXPECT_EQ(0, hour(Date(-18262))); +} + +TEST_F(DateTimeTest, dayOfMonth) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_month(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(1, day(Timestamp(0, 0))); + EXPECT_EQ(31, day(Timestamp(-1, 9000))); + EXPECT_EQ(30, day(Timestamp(1632989700, 0))); + EXPECT_EQ(1, day(Timestamp(1633076100, 0))); + EXPECT_EQ(6, day(Timestamp(1633508100, 0))); + EXPECT_EQ(31, day(Timestamp(1635668100, 0))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(31, day(Timestamp(0, 0))); + EXPECT_EQ(31, day(Timestamp(-1, 9000))); + EXPECT_EQ(30, day(Timestamp(1632989700, 0))); + EXPECT_EQ(1, day(Timestamp(1633076100, 0))); + EXPECT_EQ(6, day(Timestamp(1633508100, 0))); + EXPECT_EQ(31, day(Timestamp(1635668100, 0))); +} + +TEST_F(DateTimeTest, dayOfMonthDate) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_month(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(1, day(Date(0))); + EXPECT_EQ(31, day(Date(-1))); + EXPECT_EQ(22, day(Date(-40))); + EXPECT_EQ(10, day(Date(40))); + EXPECT_EQ(1, day(Date(18262))); + EXPECT_EQ(2, day(Date(-18262))); +} + +TEST_F(DateTimeTest, dayOfMonthTimestampWithTimezone) { + EXPECT_EQ( + 31, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", 0, "-01:00")); + EXPECT_EQ( + 1, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", 0, "+00:00")); + EXPECT_EQ( + 30, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 2, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 18, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 14, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "day_of_month(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, dayOfWeek) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_week(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(5, day(Timestamp(0, 0))); + EXPECT_EQ(4, day(Timestamp(-1, 9000))); + EXPECT_EQ(2, day(Timestamp(1633940100, 0))); + EXPECT_EQ(3, day(Timestamp(1634026500, 0))); + EXPECT_EQ(4, day(Timestamp(1634112900, 0))); + EXPECT_EQ(5, day(Timestamp(1634199300, 0))); + EXPECT_EQ(6, day(Timestamp(1634285700, 0))); + EXPECT_EQ(7, day(Timestamp(1634372100, 0))); + EXPECT_EQ(1, day(Timestamp(1633853700, 0))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(4, day(Timestamp(0, 0))); + EXPECT_EQ(4, day(Timestamp(-1, 9000))); + EXPECT_EQ(2, day(Timestamp(1633940100, 0))); + EXPECT_EQ(3, day(Timestamp(1634026500, 0))); + EXPECT_EQ(4, day(Timestamp(1634112900, 0))); + EXPECT_EQ(5, day(Timestamp(1634199300, 0))); + EXPECT_EQ(6, day(Timestamp(1634285700, 0))); + EXPECT_EQ(7, day(Timestamp(1634372100, 0))); + EXPECT_EQ(1, day(Timestamp(1633853700, 0))); +} + +TEST_F(DateTimeTest, dayOfWeekDate) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_week(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(5, day(Date(0))); + EXPECT_EQ(4, day(Date(-1))); + EXPECT_EQ(7, day(Date(-40))); + EXPECT_EQ(3, day(Date(40))); + EXPECT_EQ(4, day(Date(18262))); + EXPECT_EQ(6, day(Date(-18262))); +} + +TEST_F(DateTimeTest, dayOfWeekTimestampWithTimezone) { + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", 0, "-01:00")); + EXPECT_EQ( + 5, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", 0, "+00:00")); + EXPECT_EQ( + 6, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "day_of_week(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, dayOfYear) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_year(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(1, day(Timestamp(0, 0))); + EXPECT_EQ(365, day(Timestamp(-1, 9000))); + EXPECT_EQ(273, day(Timestamp(1632989700, 0))); + EXPECT_EQ(274, day(Timestamp(1633076100, 0))); + EXPECT_EQ(279, day(Timestamp(1633508100, 0))); + EXPECT_EQ(304, day(Timestamp(1635668100, 0))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(365, day(Timestamp(0, 0))); + EXPECT_EQ(365, day(Timestamp(-1, 9000))); + EXPECT_EQ(273, day(Timestamp(1632989700, 0))); + EXPECT_EQ(274, day(Timestamp(1633076100, 0))); + EXPECT_EQ(279, day(Timestamp(1633508100, 0))); + EXPECT_EQ(304, day(Timestamp(1635668100, 0))); +} + +TEST_F(DateTimeTest, dayOfYearDate) { + const auto day = [&](std::optional date) { + return evaluateOnce("day_of_year(c0)", date); + }; + EXPECT_EQ(std::nullopt, day(std::nullopt)); + EXPECT_EQ(1, day(Date(0))); + EXPECT_EQ(365, day(Date(-1))); + EXPECT_EQ(326, day(Date(-40))); + EXPECT_EQ(41, day(Date(40))); + EXPECT_EQ(1, day(Date(18262))); + EXPECT_EQ(2, day(Date(-18262))); +} + +TEST_F(DateTimeTest, dayOfYearTimestampWithTimezone) { + EXPECT_EQ( + 365, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", 0, "-01:00")); + EXPECT_EQ( + 1, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", 0, "+00:00")); + EXPECT_EQ( + 334, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 33, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 108, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 257, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "day_of_year(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, yearOfWeek) { + const auto yow = [&](std::optional date) { + return evaluateOnce("year_of_week(c0)", date); + }; + EXPECT_EQ(std::nullopt, yow(std::nullopt)); + EXPECT_EQ(1970, yow(Timestamp(0, 0))); + EXPECT_EQ(1970, yow(Timestamp(-1, 0))); + EXPECT_EQ(1969, yow(Timestamp(-345600, 0))); + EXPECT_EQ(1970, yow(Timestamp(-259200, 0))); + EXPECT_EQ(1970, yow(Timestamp(31536000, 0))); + EXPECT_EQ(1970, yow(Timestamp(31708800, 0))); + EXPECT_EQ(1971, yow(Timestamp(31795200, 0))); + EXPECT_EQ(2021, yow(Timestamp(1632989700, 0))); + + setQueryTimeZone("Pacific/Apia"); + + EXPECT_EQ(std::nullopt, yow(std::nullopt)); + EXPECT_EQ(1970, yow(Timestamp(0, 0))); + EXPECT_EQ(1970, yow(Timestamp(-1, 0))); + EXPECT_EQ(1969, yow(Timestamp(-345600, 0))); + EXPECT_EQ(1969, yow(Timestamp(-259200, 0))); + EXPECT_EQ(1970, yow(Timestamp(31536000, 0))); + EXPECT_EQ(1970, yow(Timestamp(31708800, 0))); + EXPECT_EQ(1970, yow(Timestamp(31795200, 0))); + EXPECT_EQ(2021, yow(Timestamp(1632989700, 0))); +} + +TEST_F(DateTimeTest, yearOfWeekDate) { + const auto yow = [&](std::optional date) { + return evaluateOnce("year_of_week(c0)", date); + }; + EXPECT_EQ(std::nullopt, yow(std::nullopt)); + EXPECT_EQ(1970, yow(Date(0))); + EXPECT_EQ(1970, yow(Date(-1))); + EXPECT_EQ(1969, yow(Date(-4))); + EXPECT_EQ(1970, yow(Date(-3))); + EXPECT_EQ(1970, yow(Date(365))); + EXPECT_EQ(1970, yow(Date(367))); + EXPECT_EQ(1971, yow(Date(368))); + EXPECT_EQ(2021, yow(Date(18900))); +} + +TEST_F(DateTimeTest, yearOfWeekTimestampWithTimezone) { + EXPECT_EQ( + 1970, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", 0, "-01:00")); + EXPECT_EQ( + 1970, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", 0, "+00:00")); + EXPECT_EQ( + 1973, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", 123456789000, "+14:00")); + EXPECT_EQ( + 1966, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", -123456789000, "+03:00")); + EXPECT_EQ( + 2001, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", 987654321000, "-07:00")); + EXPECT_EQ( + 1938, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", -987654321000, "-13:00")); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "year_of_week(c0)", std::nullopt, std::nullopt)); +} + +TEST_F(DateTimeTest, minute) { + const auto minute = [&](std::optional date) { + return evaluateOnce("minute(c0)", date); + }; + EXPECT_EQ(std::nullopt, minute(std::nullopt)); + EXPECT_EQ(0, minute(Timestamp(0, 0))); + EXPECT_EQ(59, minute(Timestamp(-1, 9000))); + EXPECT_EQ(6, minute(Timestamp(4000000000, 0))); + EXPECT_EQ(6, minute(Timestamp(4000000000, 123000000))); + EXPECT_EQ(4, minute(Timestamp(998474645, 321000000))); + EXPECT_EQ(55, minute(Timestamp(998423705, 321000000))); + + setQueryTimeZone("Asia/Kolkata"); + + EXPECT_EQ(std::nullopt, minute(std::nullopt)); + EXPECT_EQ(30, minute(Timestamp(0, 0))); + EXPECT_EQ(29, minute(Timestamp(-1, 9000))); + EXPECT_EQ(36, minute(Timestamp(4000000000, 0))); + EXPECT_EQ(36, minute(Timestamp(4000000000, 123000000))); + EXPECT_EQ(34, minute(Timestamp(998474645, 321000000))); + EXPECT_EQ(25, minute(Timestamp(998423705, 321000000))); +} + +TEST_F(DateTimeTest, minuteDate) { + const auto minute = [&](std::optional date) { + return evaluateOnce("minute(c0)", date); + }; + EXPECT_EQ(std::nullopt, minute(std::nullopt)); + EXPECT_EQ(0, minute(Date(0))); + EXPECT_EQ(0, minute(Date(-1))); + EXPECT_EQ(0, minute(Date(-40))); + EXPECT_EQ(0, minute(Date(40))); + EXPECT_EQ(0, minute(Date(18262))); + EXPECT_EQ(0, minute(Date(-18262))); +} + +TEST_F(DateTimeTest, minuteTimestampWithTimezone) { + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "minute(c0)", std::nullopt, std::nullopt)); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "minute(c0)", std::nullopt, "Asia/Kolkata")); + EXPECT_EQ( + 0, evaluateWithTimestampWithTimezone("minute(c0)", 0, "+00:00")); + EXPECT_EQ( + 30, + evaluateWithTimestampWithTimezone("minute(c0)", 0, "+05:30")); + EXPECT_EQ( + 6, + evaluateWithTimestampWithTimezone( + "minute(c0)", 4000000000000, "+00:00")); + EXPECT_EQ( + 36, + evaluateWithTimestampWithTimezone( + "minute(c0)", 4000000000000, "+05:30")); + EXPECT_EQ( + 4, + evaluateWithTimestampWithTimezone( + "minute(c0)", 998474645000, "+00:00")); + EXPECT_EQ( + 34, + evaluateWithTimestampWithTimezone( + "minute(c0)", 998474645000, "+05:30")); + EXPECT_EQ( + 59, + evaluateWithTimestampWithTimezone( + "minute(c0)", -1000, "+00:00")); + EXPECT_EQ( + 29, + evaluateWithTimestampWithTimezone( + "minute(c0)", -1000, "+05:30")); +} + +TEST_F(DateTimeTest, second) { + const auto second = [&](std::optional timestamp) { + return evaluateOnce("second(c0)", timestamp); + }; + EXPECT_EQ(std::nullopt, second(std::nullopt)); + EXPECT_EQ(0, second(Timestamp(0, 0))); + EXPECT_EQ(40, second(Timestamp(4000000000, 0))); + EXPECT_EQ(59, second(Timestamp(-1, 123000000))); + EXPECT_EQ(59, second(Timestamp(-1, 12300000000))); +} + +TEST_F(DateTimeTest, secondDate) { + const auto second = [&](std::optional date) { + return evaluateOnce("second(c0)", date); + }; + EXPECT_EQ(std::nullopt, second(std::nullopt)); + EXPECT_EQ(0, second(Date(0))); + EXPECT_EQ(0, second(Date(-1))); + EXPECT_EQ(0, second(Date(-40))); + EXPECT_EQ(0, second(Date(40))); + EXPECT_EQ(0, second(Date(18262))); + EXPECT_EQ(0, second(Date(-18262))); +} + +TEST_F(DateTimeTest, secondTimestampWithTimezone) { + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "second(c0)", std::nullopt, std::nullopt)); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "second(c0)", std::nullopt, "+05:30")); + EXPECT_EQ( + 0, evaluateWithTimestampWithTimezone("second(c0)", 0, "+00:00")); + EXPECT_EQ( + 0, evaluateWithTimestampWithTimezone("second(c0)", 0, "+05:30")); + EXPECT_EQ( + 40, + evaluateWithTimestampWithTimezone( + "second(c0)", 4000000000000, "+00:00")); + EXPECT_EQ( + 40, + evaluateWithTimestampWithTimezone( + "second(c0)", 4000000000000, "+05:30")); + EXPECT_EQ( + 59, + evaluateWithTimestampWithTimezone( + "second(c0)", -1000, "+00:00")); + EXPECT_EQ( + 59, + evaluateWithTimestampWithTimezone( + "second(c0)", -1000, "+05:30")); +} + +TEST_F(DateTimeTest, millisecond) { + const auto millisecond = [&](std::optional timestamp) { + return evaluateOnce("millisecond(c0)", timestamp); + }; + EXPECT_EQ(std::nullopt, millisecond(std::nullopt)); + EXPECT_EQ(0, millisecond(Timestamp(0, 0))); + EXPECT_EQ(0, millisecond(Timestamp(4000000000, 0))); + EXPECT_EQ(123, millisecond(Timestamp(-1, 123000000))); + EXPECT_EQ(12300, millisecond(Timestamp(-1, 12300000000))); +} + +TEST_F(DateTimeTest, millisecondDate) { + const auto millisecond = [&](std::optional date) { + return evaluateOnce("millisecond(c0)", date); + }; + EXPECT_EQ(std::nullopt, millisecond(std::nullopt)); + EXPECT_EQ(0, millisecond(Date(0))); + EXPECT_EQ(0, millisecond(Date(-1))); + EXPECT_EQ(0, millisecond(Date(-40))); + EXPECT_EQ(0, millisecond(Date(40))); + EXPECT_EQ(0, millisecond(Date(18262))); + EXPECT_EQ(0, millisecond(Date(-18262))); +} + +TEST_F(DateTimeTest, millisecondTimestampWithTimezone) { + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", std::nullopt, std::nullopt)); + EXPECT_EQ( + std::nullopt, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", std::nullopt, "+05:30")); + EXPECT_EQ( + 0, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", 0, "+00:00")); + EXPECT_EQ( + 0, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", 0, "+05:30")); + EXPECT_EQ( + 123, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", 4000000000123, "+00:00")); + EXPECT_EQ( + 123, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", 4000000000123, "+05:30")); + EXPECT_EQ( + 20, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", -980, "+00:00")); + EXPECT_EQ( + 20, + evaluateWithTimestampWithTimezone( + "millisecond(c0)", -980, "+05:30")); +} + +} // namespace +} // namespace facebook::velox::functions::sparksql::test diff --git a/velox/functions/sparksql/tests/MightContainTest.cpp b/velox/functions/sparksql/tests/MightContainTest.cpp new file mode 100644 index 000000000000..e2ec075447a9 --- /dev/null +++ b/velox/functions/sparksql/tests/MightContainTest.cpp @@ -0,0 +1,56 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "velox/functions/sparksql/MightContain.h" +#include "velox/common/base/BloomFilter.h" +#include "velox/common/memory/HashStringAllocator.h" +#include "velox/functions/sparksql/tests/SparkFunctionBaseTest.h" + +namespace facebook::velox::functions::sparksql::test { +namespace { + +class MightContainTest : public SparkFunctionBaseTest { + protected: + std::optional mightContain( + std::optional bloom, + int64_t value) { + return evaluateOnce( + fmt::format("might_contain(cast(c0 as varbinary), {})", value), bloom); + } + std::shared_ptr pool_{memory::getDefaultMemoryPool()}; + HashStringAllocator allocator_{pool_.get()}; +}; + +TEST_F(MightContainTest, common) { + constexpr int64_t kSize = 10; + BloomFilter bloom{StlAllocator(&allocator_)}; + bloom.reset(kSize); + for (auto i = 0; i < kSize; ++i) { + bloom.insert(folly::hasher()(i)); + } + std::string data; + data.resize(bloom.serializedSize()); + bloom.serialize(data.data()); + + StringView serialized(data.data(), data.size()); + for (auto i = 0; i < kSize; ++i) { + EXPECT_TRUE(mightContain(serialized, i).value()); + } + + EXPECT_FALSE(mightContain(serialized, kSize + 123451).value()); +} +} // namespace +} // namespace facebook::velox::functions::sparksql::test diff --git a/velox/functions/sparksql/tests/StringTest.cpp b/velox/functions/sparksql/tests/StringTest.cpp index 218d64ad6aa1..a3557b106ac5 100644 --- a/velox/functions/sparksql/tests/StringTest.cpp +++ b/velox/functions/sparksql/tests/StringTest.cpp @@ -50,6 +50,36 @@ class StringTest : public SparkFunctionBaseTest { "length(c0)", {arg}, {VARBINARY()}); } + std::optional trim(std::optional srcStr) { + return evaluateOnce("trim(c0)", srcStr); + } + + std::optional trim( + std::optional trimStr, + std::optional srcStr) { + return evaluateOnce("trim(c0, c1)", trimStr, srcStr); + } + + std::optional ltrim(std::optional srcStr) { + return evaluateOnce("ltrim(c0)", srcStr); + } + + std::optional ltrim( + std::optional trimStr, + std::optional srcStr) { + return evaluateOnce("ltrim(c0, c1)", trimStr, srcStr); + } + + std::optional rtrim(std::optional srcStr) { + return evaluateOnce("rtrim(c0)", srcStr); + } + + std::optional rtrim( + std::optional trimStr, + std::optional srcStr) { + return evaluateOnce("rtrim(c0, c1)", trimStr, srcStr); + } + std::optional md5(std::optional arg) { return evaluateOnce( "md5(c0)", {arg}, {VARBINARY()}); @@ -254,5 +284,90 @@ TEST_F(StringTest, endsWith) { EXPECT_EQ(endsWith(std::nullopt, "abc"), std::nullopt); } +TEST_F(StringTest, trim) { + EXPECT_EQ(trim(""), ""); + EXPECT_EQ(trim(" data\t "), "data\t"); + EXPECT_EQ(trim(" data\t"), "data\t"); + EXPECT_EQ(trim("data\t "), "data\t"); + EXPECT_EQ(trim("data\t"), "data\t"); + EXPECT_EQ(trim(" \u6570\u636E\t "), "\u6570\u636E\t"); + EXPECT_EQ(trim(" \u6570\u636E\t"), "\u6570\u636E\t"); + EXPECT_EQ(trim("\u6570\u636E\t "), "\u6570\u636E\t"); + EXPECT_EQ(trim("\u6570\u636E\t"), "\u6570\u636E\t"); + + EXPECT_EQ(trim("", ""), ""); + EXPECT_EQ(trim("", "srcStr"), "srcStr"); + EXPECT_EQ(trim("trimStr", ""), ""); + EXPECT_EQ(trim("data!egr< >int", "integer data!"), ""); + EXPECT_EQ(trim("int", "integer data!"), "eger data!"); + EXPECT_EQ(trim("!!at", "integer data!"), "integer d"); + EXPECT_EQ(trim("a", "integer data!"), "integer data!"); + EXPECT_EQ( + trim("\u6570\u6574!\u6570 \u636E!", "\u6574\u6570 \u6570\u636E!"), ""); + EXPECT_EQ(trim(" \u6574\u6570 ", "\u6574\u6570 \u6570\u636E!"), "\u636E!"); + EXPECT_EQ(trim("! \u6570\u636E!", "\u6574\u6570 \u6570\u636E!"), "\u6574"); + EXPECT_EQ( + trim("\u6570", "\u6574\u6570 \u6570\u636E!"), + "\u6574\u6570 \u6570\u636E!"); +} + +TEST_F(StringTest, ltrim) { + EXPECT_EQ(ltrim(""), ""); + EXPECT_EQ(ltrim(" data\t "), "data\t "); + EXPECT_EQ(ltrim(" data\t"), "data\t"); + EXPECT_EQ(ltrim("data\t "), "data\t "); + EXPECT_EQ(ltrim("data\t"), "data\t"); + EXPECT_EQ(ltrim(" \u6570\u636E\t "), "\u6570\u636E\t "); + EXPECT_EQ(ltrim(" \u6570\u636E\t"), "\u6570\u636E\t"); + EXPECT_EQ(ltrim("\u6570\u636E\t "), "\u6570\u636E\t "); + EXPECT_EQ(ltrim("\u6570\u636E\t"), "\u6570\u636E\t"); + + EXPECT_EQ(ltrim("", ""), ""); + EXPECT_EQ(ltrim("", "srcStr"), "srcStr"); + EXPECT_EQ(ltrim("trimStr", ""), ""); + EXPECT_EQ(ltrim("data!egr< >int", "integer data!"), ""); + EXPECT_EQ(ltrim("int", "integer data!"), "eger data!"); + EXPECT_EQ(ltrim("!!at", "integer data!"), "integer data!"); + EXPECT_EQ(ltrim("a", "integer data!"), "integer data!"); + EXPECT_EQ( + ltrim("\u6570\u6574!\u6570 \u636E!", "\u6574\u6570 \u6570\u636E!"), ""); + EXPECT_EQ(ltrim(" \u6574\u6570 ", "\u6574\u6570 \u6570\u636E!"), "\u636E!"); + EXPECT_EQ( + ltrim("! \u6570\u636E!", "\u6574\u6570 \u6570\u636E!"), + "\u6574\u6570 \u6570\u636E!"); + EXPECT_EQ( + ltrim("\u6570", "\u6574\u6570 \u6570\u636E!"), + "\u6574\u6570 \u6570\u636E!"); +} + +TEST_F(StringTest, rtrim) { + EXPECT_EQ(rtrim(""), ""); + EXPECT_EQ(rtrim(" data\t "), " data\t"); + EXPECT_EQ(rtrim(" data\t"), " data\t"); + EXPECT_EQ(rtrim("data\t "), "data\t"); + EXPECT_EQ(rtrim("data\t"), "data\t"); + EXPECT_EQ(rtrim(" \u6570\u636E\t "), " \u6570\u636E\t"); + EXPECT_EQ(rtrim(" \u6570\u636E\t"), " \u6570\u636E\t"); + EXPECT_EQ(rtrim("\u6570\u636E\t "), "\u6570\u636E\t"); + EXPECT_EQ(rtrim("\u6570\u636E\t"), "\u6570\u636E\t"); + + EXPECT_EQ(rtrim("", ""), ""); + EXPECT_EQ(rtrim("", "srcStr"), "srcStr"); + EXPECT_EQ(rtrim("trimStr", ""), ""); + EXPECT_EQ(rtrim("data!egr< >int", "integer data!"), ""); + EXPECT_EQ(rtrim("int", "integer data!"), "integer data!"); + EXPECT_EQ(rtrim("!!at", "integer data!"), "integer d"); + EXPECT_EQ(rtrim("a", "integer data!"), "integer data!"); + EXPECT_EQ( + rtrim("\u6570\u6574!\u6570 \u636E!", "\u6574\u6570 \u6570\u636E!"), ""); + EXPECT_EQ( + rtrim(" \u6574\u6570 ", "\u6574\u6570 \u6570\u636E!"), + "\u6574\u6570 \u6570\u636E!"); + EXPECT_EQ(rtrim("! \u6570\u636E!", "\u6574\u6570 \u6570\u636E!"), "\u6574"); + EXPECT_EQ( + rtrim("\u6570", "\u6574\u6570 \u6570\u636E!"), + "\u6574\u6570 \u6570\u636E!"); +} + } // namespace } // namespace facebook::velox::functions::sparksql::test diff --git a/velox/row/UnsafeRowParser.h b/velox/row/UnsafeRowParser.h index 6b9519186f74..edc8c616ca06 100644 --- a/velox/row/UnsafeRowParser.h +++ b/velox/row/UnsafeRowParser.h @@ -59,6 +59,8 @@ struct UnsafeRowStaticUtilities { return TypeKind::VARBINARY; } else if constexpr (std::is_same_v) { return TypeKind::TIMESTAMP; + } else if constexpr (std::is_same_v) { + return TypeKind::DATE; } else { return TypeKind::INVALID; } diff --git a/velox/substrait/CMakeLists.txt b/velox/substrait/CMakeLists.txt index a3a9ade8f21f..63e114b82c17 100644 --- a/velox/substrait/CMakeLists.txt +++ b/velox/substrait/CMakeLists.txt @@ -33,16 +33,15 @@ get_filename_component(PROTO_DIR ${substrait_proto_directory}/, DIRECTORY) # Generate Substrait hearders add_custom_command( OUTPUT ${PROTO_OUTPUT_FILES} - COMMAND - ${Protobuf_PROTOC_EXECUTABLE} --proto_path ${PROJECT_SOURCE_DIR}/ - --proto_path ${Protobuf_INCLUDE_DIRS} --cpp_out ${PROJECT_SOURCE_DIR} - ${PROTO_FILES} + COMMAND protoc --proto_path ${proto_directory}/ --cpp_out ${PROTO_OUTPUT_DIR} + ${PROTO_FILES} DEPENDS ${PROTO_DIR} COMMENT "Running PROTO compiler" VERBATIM) add_custom_target(substrait_proto ALL DEPENDS ${PROTO_OUTPUT_FILES}) add_dependencies(substrait_proto protobuf::libprotobuf) + set(SRCS ${PROTO_SRCS} SubstraitParser.cpp @@ -54,13 +53,14 @@ set(SRCS VeloxToSubstraitPlan.cpp VeloxToSubstraitType.cpp VeloxSubstraitSignature.cpp - VariantToVectorConverter.cpp) + VariantToVectorConverter.cpp + SubstraitToVeloxPlanValidator.cpp) add_library(velox_substrait_plan_converter ${SRCS}) target_include_directories(velox_substrait_plan_converter PUBLIC ${PROTO_OUTPUT_DIR}) target_link_libraries(velox_substrait_plan_converter velox_connector - velox_dwio_dwrf_common) + velox_dwio_dwrf_common velox_functions_spark) if(${VELOX_BUILD_TESTING}) add_subdirectory(tests) diff --git a/velox/substrait/SubstraitParser.cpp b/velox/substrait/SubstraitParser.cpp index 0e51cd50a1e1..5119cc1298ae 100644 --- a/velox/substrait/SubstraitParser.cpp +++ b/velox/substrait/SubstraitParser.cpp @@ -144,22 +144,58 @@ std::shared_ptr SubstraitParser::parseType( return std::make_shared(type); } +std::string SubstraitParser::parseType(const std::string& substraitType) { + auto it = typeMap_.find(substraitType); + if (it == typeMap_.end()) { + VELOX_NYI("Substrait parsing for type {} not supported.", substraitType); + } + return it->second; +}; + std::vector> SubstraitParser::parseNamedStruct(const ::substrait::NamedStruct& namedStruct) { // Nte that "names" are not used. - // Parse Struct. - const auto& substraitStruct = namedStruct.struct_(); - const auto& substraitTypes = substraitStruct.types(); - std::vector> - substraitTypeList; - substraitTypeList.reserve(substraitTypes.size()); - for (const auto& type : substraitTypes) { + const auto& sStruct = namedStruct.struct_(); + const auto& sTypes = sStruct.types(); + std::vector> substraitTypeList; + substraitTypeList.reserve(sTypes.size()); + for (const auto& type : sTypes) { substraitTypeList.emplace_back(parseType(type)); } return substraitTypeList; } +std::vector SubstraitParser::parsePartitionColumns( + const ::substrait::NamedStruct& namedStruct) { + const auto& columnsTypes = namedStruct.partition_columns().column_type(); + std::vector isPartitionColumns; + if (columnsTypes.size() == 0) { + // Regard all columns as non-partitioned columns. + isPartitionColumns.resize(namedStruct.names().size(), false); + return isPartitionColumns; + } else { + VELOX_CHECK( + columnsTypes.size() == namedStruct.names().size(), + "Invalid partion columns."); + } + + isPartitionColumns.reserve(columnsTypes.size()); + for (const auto& columnType : columnsTypes) { + switch (columnType) { + case ::substrait::PartitionColumns::NORMAL_COL: + isPartitionColumns.emplace_back(false); + break; + case ::substrait::PartitionColumns::PARTITION_COL: + isPartitionColumns.emplace_back(true); + break; + default: + VELOX_FAIL("Patition column type is not supported."); + } + } + return isPartitionColumns; +} + int32_t SubstraitParser::parseReferenceSegment( const ::substrait::Expression::ReferenceSegment& refSegment) { auto typeCase = refSegment.reference_type_case(); @@ -208,7 +244,7 @@ int SubstraitParser::getIdxFromNodeName(const std::string& nodeName) { } } -const std::string& SubstraitParser::findFunctionSpec( +std::string SubstraitParser::findSubstraitFuncSpec( const std::unordered_map& functionMap, uint64_t id) const { if (functionMap.find(id) == functionMap.end()) { @@ -219,24 +255,76 @@ const std::string& SubstraitParser::findFunctionSpec( return map[id]; } +std::string SubstraitParser::getSubFunctionName( + const std::string& subFuncSpec) const { + // Get the position of ":" in the function name. + std::size_t pos = subFuncSpec.find(":"); + if (pos == std::string::npos) { + return subFuncSpec; + } + return subFuncSpec.substr(0, pos); +} + +void SubstraitParser::getSubFunctionTypes( + const std::string& subFuncSpec, + std::vector& types) const { + // Get the position of ":" in the function name. + std::size_t pos = subFuncSpec.find(":"); + // Get the parameter types. + std::string funcTypes; + if (pos == std::string::npos) { + funcTypes = subFuncSpec; + } else { + if (pos == subFuncSpec.size() - 1) { + return; + } + funcTypes = subFuncSpec.substr(pos + 1); + } + // Split the types with delimiter. + std::string delimiter = "_"; + while ((pos = funcTypes.find(delimiter)) != std::string::npos) { + auto type = funcTypes.substr(0, pos); + if (type != "opt" && type != "req") { + types.emplace_back(type); + } + funcTypes.erase(0, pos + delimiter.length()); + } + types.emplace_back(funcTypes); +} + std::string SubstraitParser::findVeloxFunction( const std::unordered_map& functionMap, uint64_t id) const { - std::string funcSpec = findFunctionSpec(functionMap, id); - std::string_view funcName = getNameBeforeDelimiter(funcSpec, ":"); - return mapToVeloxFunction({funcName.begin(), funcName.end()}); + std::string funcSpec = findSubstraitFuncSpec(functionMap, id); + std::string funcName = getSubFunctionName(funcSpec); + return mapToVeloxFunction(funcName); } std::string SubstraitParser::mapToVeloxFunction( - const std::string& substraitFunction) const { - auto it = substraitVeloxFunctionMap_.find(substraitFunction); + const std::string& subFunc) const { + auto it = substraitVeloxFunctionMap_.find(subFunc); if (it != substraitVeloxFunctionMap_.end()) { return it->second; } // If not finding the mapping from Substrait function name to Velox function // name, the original Substrait function name will be used. - return substraitFunction; + return subFunc; +} + +bool SubstraitParser::configSetInOptimization( + const ::substrait::extensions::AdvancedExtension& extension, + const std::string& config) const { + if (extension.has_optimization()) { + google::protobuf::StringValue msg; + extension.optimization().UnpackTo(&msg); + std::size_t pos = msg.value().find(config); + if ((pos != std::string::npos) && + (msg.value().substr(pos + config.size(), 1) == "1")) { + return true; + } + } + return false; } } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitParser.h b/velox/substrait/SubstraitParser.h index a76db95efc1d..9ce160eb9a03 100644 --- a/velox/substrait/SubstraitParser.h +++ b/velox/substrait/SubstraitParser.h @@ -25,6 +25,8 @@ #include "velox/substrait/proto/substrait/type.pb.h" #include "velox/substrait/proto/substrait/type_expressions.pb.h" +#include + namespace facebook::velox::substrait { /// This class contains some common functions used to parse Substrait @@ -37,14 +39,21 @@ class SubstraitParser { bool nullable; }; - /// Parse Substrait NamedStruct. - std::vector> parseNamedStruct( + /// Used to parse Substrait NamedStruct. + std::vector> parseNamedStruct( + const ::substrait::NamedStruct& namedStruct); + + /// Used to parse partition columns from Substrait NamedStruct. + std::vector parsePartitionColumns( const ::substrait::NamedStruct& namedStruct); /// Parse Substrait Type. std::shared_ptr parseType( const ::substrait::Type& substraitType); + // Parse substraitType type such as i32. + std::string parseType(const std::string& substraitType); + /// Parse Substrait ReferenceSegment. int32_t parseReferenceSegment( const ::substrait::Expression::ReferenceSegment& refSegment); @@ -55,22 +64,30 @@ class SubstraitParser { /// Make node name in the format of n{nodeId}_{colIdx}. std::string makeNodeName(int nodeId, int colIdx); - /// Get the column index from a node name in the format of - /// n{nodeId}_{colIdx}. + /// Used to get the column index from node name. int getIdxFromNodeName(const std::string& nodeName); - /// Find the Substrait function name according to the function id + /// Used to find the Substrait function name according to the function id /// from a pre-constructed function map. The function specification can be /// a simple name or a compound name. The compound name format is: /// :__..._. /// Currently, the input types in the function specification are not used. But /// in the future, they should be used for the validation according the /// specifications in Substrait yaml files. - const std::string& findFunctionSpec( + std::string findSubstraitFuncSpec( const std::unordered_map& functionMap, uint64_t id) const; - /// Find the Velox function name according to the function id + /// Extracts the function name for a function from specified compound name. + /// When the input is a simple name, it will be returned. + std::string getSubFunctionName(const std::string& functionSpec) const; + + /// This function is used get the types from the compound name. + void getSubFunctionTypes( + const std::string& subFuncSpec, + std::vector& types) const; + + /// Used to find the Velox function name according to the function id /// from a pre-constructed function map. std::string findVeloxFunction( const std::unordered_map& functionMap, @@ -79,17 +96,50 @@ class SubstraitParser { /// Map the Substrait function keyword into Velox function keyword. std::string mapToVeloxFunction(const std::string& substraitFunction) const; + /// @brief Return whether a config is set as true in AdvancedExtension + /// optimization. + /// @param extension Substrait advanced extension. + /// @param config the key string of a config. + /// @return Whether the config is set as true. + bool configSetInOptimization( + const ::substrait::extensions::AdvancedExtension& extension, + const std::string& config) const; + private: /// A map used for mapping Substrait function keywords into Velox functions' /// keywords. Key: the Substrait function keyword, Value: the Velox function /// keyword. For those functions with different names in Substrait and Velox, /// a mapping relation should be added here. std::unordered_map substraitVeloxFunctionMap_ = { - {"add", "plus"}, - {"subtract", "minus"}, - {"modulus", "mod"}, - {"not_equal", "neq"}, - {"equal", "eq"}}; + {"is_not_null", "isnotnull"}, /*Spark functions.*/ + {"is_null", "isnull"}, + {"equal", "equalto"}, + {"lt", "lessthan"}, + {"lte", "lessthanorequal"}, + {"gt", "greaterthan"}, + {"gte", "greaterthanorequal"}, + {"not_equal", "notequalto"}, + {"char_length", "length"}, + {"strpos", "instr"}, + {"ends_with", "endswith"}, + {"starts_with", "startswith"}, + {"datediff", "date_diff"}, + {"modulus", "mod"} /*Presto functions.*/}; + // The map is uesd for mapping substrait type. + // Key: type in function name. + // Value: substrait type name. + const std::unordered_map typeMap_ = { + {"bool", "BOOLEAN"}, + {"i8", "TINYINT"}, + {"i16", "SMALLINT"}, + {"i32", "INTEGER"}, + {"i64", "BIGINT"}, + {"fp32", "REAL"}, + {"fp64", "DOUBLE"}, + {"date", "DATE"}, + {"ts", "TIMESTAMP_TZ"}, + {"str", "VARCHAR"}, + {"vbin", "VARBINARY"}}; }; } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxExpr.cpp b/velox/substrait/SubstraitToVeloxExpr.cpp index 31763a496828..6a646eb5dce4 100644 --- a/velox/substrait/SubstraitToVeloxExpr.cpp +++ b/velox/substrait/SubstraitToVeloxExpr.cpp @@ -16,7 +16,9 @@ #include "velox/substrait/SubstraitToVeloxExpr.h" #include "velox/substrait/TypeUtils.h" +#include "velox/substrait/VariantToVectorConverter.h" #include "velox/vector/FlatVector.h" +#include "velox/vector/VariantToVector.h" using namespace facebook::velox; namespace { @@ -100,6 +102,18 @@ ArrayVectorPtr makeArrayVector(const VectorPtr& elements) { elements); } +RowVectorPtr makeRowVector(const std::vector& children) { + std::vector> types; + types.resize(children.size()); + for (int i = 0; i < children.size(); i++) { + types[i] = children[i]->type(); + } + const size_t vectorSize = children.empty() ? 0 : children.front()->size(); + auto rowType = ROW(std::move(types)); + return std::make_shared( + children[0]->pool(), rowType, BufferPtr(nullptr), vectorSize, children); +} + ArrayVectorPtr makeEmptyArrayVector(memory::MemoryPool* pool) { BufferPtr offsets = allocateOffsets(1, pool); BufferPtr sizes = allocateOffsets(1, pool); @@ -107,6 +121,10 @@ ArrayVectorPtr makeEmptyArrayVector(memory::MemoryPool* pool) { pool, ARRAY(UNKNOWN()), nullptr, 1, offsets, sizes, nullptr); } +RowVectorPtr makeEmptyRowVector(memory::MemoryPool* pool) { + return makeRowVector({}); +} + template void setLiteralValue( const ::substrait::Expression::Literal& literal, @@ -119,8 +137,10 @@ void setLiteralValue( vector->set(index, StringView(literal.string())); } else if (literal.has_var_char()) { vector->set(index, StringView(literal.var_char().value())); + } else if (literal.has_binary()) { + vector->set(index, StringView(literal.binary())); } else { - VELOX_FAIL("Unexpected string literal"); + VELOX_FAIL("Unexpected string or binary literal"); } } else { vector->set(index, getLiteralValue(literal)); @@ -145,8 +165,23 @@ VectorPtr constructFlatVector( return vector; } +template +VectorPtr constructFlatVectorForStruct( + const ::substrait::Expression::Literal& child, + const vector_size_t size, + const TypePtr& type, + memory::MemoryPool* pool) { + VELOX_CHECK(type->isPrimitiveType()); + auto vector = BaseVector::create(type, size, pool); + using T = typename TypeTraits::NativeType; + auto flatVector = vector->as>(); + setLiteralValue(child, flatVector, 0); + return vector; +} + } // namespace +using facebook::velox::core::variantArrayToVector; namespace facebook::velox::substrait { std::shared_ptr @@ -157,20 +192,44 @@ SubstraitVeloxExprConverter::toVeloxExpr( switch (typeCase) { case ::substrait::Expression::FieldReference::ReferenceTypeCase:: kDirectReference: { - const auto& directRef = substraitField.direct_reference(); - int32_t colIdx = substraitParser_.parseReferenceSegment(directRef); + const auto& dRef = substraitField.direct_reference(); + VELOX_CHECK(dRef.has_struct_field(), "Struct field expected."); + int32_t colIdx = subParser_->parseReferenceSegment(dRef); + std::optional childIdx; + if (dRef.struct_field().has_child()) { + childIdx = + subParser_->parseReferenceSegment(dRef.struct_field().child()); + } + + const auto& inputTypes = inputType->children(); const auto& inputNames = inputType->names(); const int64_t inputSize = inputNames.size(); - if (colIdx <= inputSize) { - const auto& inputTypes = inputType->children(); - // Convert type to row. + + if (colIdx >= inputSize) { + VELOX_FAIL("Missing the column with id '{}' .", colIdx); + } + + if (!childIdx.has_value()) { return std::make_shared( inputTypes[colIdx], std::make_shared(inputTypes[colIdx]), inputNames[colIdx]); } else { - VELOX_FAIL("Missing the column with id '{}' .", colIdx); + // Select a subfield in a struct by name. + if (auto inputColumnType = asRowType(inputTypes[colIdx])) { + if (childIdx.value() >= inputColumnType->size()) { + VELOX_FAIL("Missing the subfield with id '{}' .", childIdx.value()); + } + return std::make_shared( + inputColumnType->childAt(childIdx.value()), + std::make_shared( + inputTypes[colIdx], inputNames[colIdx]), + inputColumnType->nameOf(childIdx.value())); + } else { + VELOX_FAIL("RowType expected."); + } } + break; } default: VELOX_NYI( @@ -178,23 +237,105 @@ SubstraitVeloxExprConverter::toVeloxExpr( } } +std::shared_ptr +SubstraitVeloxExprConverter::toExtractExpr( + const std::vector>& params, + const TypePtr& outputType) { + VELOX_CHECK_EQ(params.size(), 2); + auto functionArg = + std::dynamic_pointer_cast(params[0]); + if (functionArg) { + // Get the function argument. + auto variant = functionArg->value(); + if (!variant.hasValue()) { + VELOX_FAIL("Value expected in variant."); + } + // The first parameter specifies extracting from which field. + // Only year is supported currently. + std::string from = variant.value(); + + // The second parameter is the function parameter. + std::vector> exprParams; + exprParams.reserve(1); + exprParams.emplace_back(params[1]); + auto iter = extractDatetimeFunctionMap_.find(from); + if (iter != extractDatetimeFunctionMap_.end()) { + return std::make_shared( + outputType, std::move(exprParams), iter->second); + } else { + VELOX_NYI("Extract from {} not supported.", from); + } + } + VELOX_FAIL("Constant is expected to be the first parameter in extract."); +} + std::shared_ptr SubstraitVeloxExprConverter::toVeloxExpr( - const ::substrait::Expression::ScalarFunction& substraitFunc, + const ::substrait::Expression::ScalarFunction& sFunc, const RowTypePtr& inputType) { std::vector params; - params.reserve(substraitFunc.arguments().size()); - for (const auto& sArg : substraitFunc.arguments()) { + params.reserve(sFunc.arguments().size()); + for (const auto& sArg : sFunc.arguments()) { params.emplace_back(toVeloxExpr(sArg.value(), inputType)); } - const auto& veloxFunction = substraitParser_.findVeloxFunction( - functionMap_, substraitFunc.function_reference()); - std::string typeName = - substraitParser_.parseType(substraitFunc.output_type())->type; + const auto& veloxFunction = + subParser_->findVeloxFunction(functionMap_, sFunc.function_reference()); + std::string typeName = subParser_->parseType(sFunc.output_type())->type; + + if (veloxFunction == "extract") { + return toExtractExpr(std::move(params), toVeloxType(typeName)); + } + return std::make_shared( toVeloxType(typeName), std::move(params), veloxFunction); } +std::shared_ptr +SubstraitVeloxExprConverter::literalsToConstantExpr( + const std::vector<::substrait::Expression::Literal>& literals) { + std::vector variants; + variants.reserve(literals.size()); + VELOX_CHECK_GE(literals.size(), 0, "List should have at least one item."); + std::optional literalType = std::nullopt; + for (const auto& literal : literals) { + auto veloxVariant = toVeloxExpr(literal)->value(); + if (!literalType.has_value()) { + literalType = veloxVariant.inferType(); + } + variants.emplace_back(veloxVariant); + } + VELOX_CHECK(literalType.has_value(), "Type expected."); + auto varArray = variant::array(variants); + ArrayVectorPtr arrayVector = + variantArrayToVector(varArray.inferType(), varArray.array(), pool_); + // Wrap the array vector into constant vector. + auto constantVector = + BaseVector::wrapInConstant(1 /*length*/, 0 /*index*/, arrayVector); + return std::make_shared(constantVector); +} + +core::TypedExprPtr SubstraitVeloxExprConverter::toVeloxExpr( + const ::substrait::Expression::SingularOrList& singularOrList, + const RowTypePtr& inputType) { + VELOX_CHECK( + singularOrList.options_size() > 0, "At least one option is expected."); + auto options = singularOrList.options(); + std::vector<::substrait::Expression::Literal> literals; + literals.reserve(options.size()); + for (const auto& option : options) { + VELOX_CHECK(option.has_literal(), "Literal is expected as option."); + literals.emplace_back(option.literal()); + } + + std::vector> params; + params.reserve(2); + // First param is the value, second param is the list. + params.emplace_back(toVeloxExpr(singularOrList.value(), inputType)); + params.emplace_back(literalsToConstantExpr(literals)); + return std::make_shared( + BOOLEAN(), std::move(params), "in"); +} + std::shared_ptr SubstraitVeloxExprConverter::toVeloxExpr( const ::substrait::Expression::Literal& substraitLit) { @@ -228,10 +369,13 @@ SubstraitVeloxExprConverter::toVeloxExpr( VARCHAR(), variant(substraitLit.string())); case ::substrait::Expression_Literal::LiteralTypeCase::kNull: { auto veloxType = - toVeloxType(substraitParser_.parseType(substraitLit.null())->type); + toVeloxType(subParser_->parseType(substraitLit.null())->type); return std::make_shared( veloxType, variant::null(veloxType->kind())); } + case ::substrait::Expression_Literal::LiteralTypeCase::kDate: + return std::make_shared( + DATE(), variant(Date(substraitLit.date()))); case ::substrait::Expression_Literal::LiteralTypeCase::kVarChar: return std::make_shared( VARCHAR(), variant(substraitLit.var_char().value())); @@ -240,9 +384,14 @@ SubstraitVeloxExprConverter::toVeloxExpr( BaseVector::wrapInConstant(1, 0, literalsToArrayVector(substraitLit)); return std::make_shared(constantVector); } - case ::substrait::Expression_Literal::LiteralTypeCase::kDate: + case ::substrait::Expression_Literal::LiteralTypeCase::kBinary: return std::make_shared( - DATE(), variant(Date(substraitLit.date()))); + VARBINARY(), variant::binary(substraitLit.binary())); + case ::substrait::Expression_Literal::LiteralTypeCase::kStruct: { + auto constantVector = + BaseVector::wrapInConstant(1, 0, literalsToRowVector(substraitLit)); + return std::make_shared(constantVector); + } default: VELOX_NYI( "Substrait conversion not supported for type case '{}'", typeCase); @@ -284,7 +433,7 @@ ArrayVectorPtr SubstraitVeloxExprConverter::literalsToArrayVector( listLiteral, childSize, VARCHAR(), pool_)); case ::substrait::Expression_Literal::LiteralTypeCase::kNull: { auto veloxType = - toVeloxType(substraitParser_.parseType(listLiteral.null())->type); + toVeloxType(subParser_->parseType(listLiteral.null())->type); auto kind = veloxType->kind(); return makeArrayVector(VELOX_DYNAMIC_SCALAR_TYPE_DISPATCH( constructFlatVector, kind, listLiteral, childSize, veloxType, pool_)); @@ -316,79 +465,119 @@ ArrayVectorPtr SubstraitVeloxExprConverter::literalsToArrayVector( } } +RowVectorPtr SubstraitVeloxExprConverter::literalsToRowVector( + const ::substrait::Expression::Literal& structLiteral) { + auto childSize = structLiteral.struct_().fields().size(); + if (childSize == 0) { + return makeEmptyRowVector(pool_); + } + auto typeCase = structLiteral.struct_().fields(0).literal_type_case(); + switch (typeCase) { + case ::substrait::Expression_Literal::LiteralTypeCase::kBinary: { + std::vector vectors; + vectors.reserve(structLiteral.struct_().fields().size()); + for (auto& child : structLiteral.struct_().fields()) { + vectors.emplace_back(constructFlatVectorForStruct( + child, 1, VARBINARY(), pool_)); + } + return makeRowVector(vectors); + } + default: + VELOX_NYI( + "literalsToRowVector not supported for type case '{}'", typeCase); + } +} + std::shared_ptr SubstraitVeloxExprConverter::toVeloxExpr( const ::substrait::Expression::Cast& castExpr, const RowTypePtr& inputType) { - auto substraitType = substraitParser_.parseType(castExpr.type()); + auto substraitType = subParser_->parseType(castExpr.type()); auto type = toVeloxType(substraitType->type); - // TODO add flag in substrait after. now is set false. - bool nullOnFailure = false; + auto failureBehavior = castExpr.failure_behavior(); + bool nullOnFailure; + switch (failureBehavior) { + case ::substrait:: + Expression_Cast_FailureBehavior_FAILURE_BEHAVIOR_UNSPECIFIED: + nullOnFailure = false; + break; + case ::substrait:: + Expression_Cast_FailureBehavior_FAILURE_BEHAVIOR_RETURN_NULL: + nullOnFailure = true; + break; + case ::substrait:: + Expression_Cast_FailureBehavior_FAILURE_BEHAVIOR_THROW_EXCEPTION: + nullOnFailure = false; + break; + default: + VELOX_FAIL("The given failure behavior is NOT supported!"); + } std::vector inputs{ toVeloxExpr(castExpr.input(), inputType)}; - return std::make_shared(type, inputs, nullOnFailure); } std::shared_ptr SubstraitVeloxExprConverter::toVeloxExpr( - const ::substrait::Expression& substraitExpr, + const ::substrait::Expression::IfThen& ifThenExpr, + const RowTypePtr& inputType) { + VELOX_CHECK(ifThenExpr.ifs().size() > 0, "If clause expected."); + + // Params are concatenated conditions and results with an optional "else" at + // the end, e.g. {condition1, result1, condition2, result2,..else} + std::vector params; + // If and then expressions are in pairs. + params.reserve(ifThenExpr.ifs().size() * 2); + std::optional outputType = std::nullopt; + for (const auto& ifThen : ifThenExpr.ifs()) { + params.emplace_back(toVeloxExpr(ifThen.if_(), inputType)); + const auto& thenExpr = toVeloxExpr(ifThen.then(), inputType); + // Get output type from the first then expression. + if (!outputType.has_value()) { + outputType = thenExpr->type(); + } + params.emplace_back(thenExpr); + } + + if (ifThenExpr.has_else_()) { + params.reserve(1); + params.emplace_back(toVeloxExpr(ifThenExpr.else_(), inputType)); + } + + VELOX_CHECK(outputType.has_value(), "Output type should be set."); + if (ifThenExpr.ifs().size() == 1) { + // If there is only one if-then clause, use if expression. + return std::make_shared( + outputType.value(), std::move(params), "if"); + } + return std::make_shared( + outputType.value(), std::move(params), "switch"); +} + +std::shared_ptr +SubstraitVeloxExprConverter::toVeloxExpr( + const ::substrait::Expression& sExpr, const RowTypePtr& inputType) { std::shared_ptr veloxExpr; - auto typeCase = substraitExpr.rex_type_case(); + auto typeCase = sExpr.rex_type_case(); switch (typeCase) { case ::substrait::Expression::RexTypeCase::kLiteral: - return toVeloxExpr(substraitExpr.literal()); + return toVeloxExpr(sExpr.literal()); case ::substrait::Expression::RexTypeCase::kScalarFunction: - return toVeloxExpr(substraitExpr.scalar_function(), inputType); + return toVeloxExpr(sExpr.scalar_function(), inputType); case ::substrait::Expression::RexTypeCase::kSelection: - return toVeloxExpr(substraitExpr.selection(), inputType); + return toVeloxExpr(sExpr.selection(), inputType); case ::substrait::Expression::RexTypeCase::kCast: - return toVeloxExpr(substraitExpr.cast(), inputType); + return toVeloxExpr(sExpr.cast(), inputType); case ::substrait::Expression::RexTypeCase::kIfThen: - return toVeloxExpr(substraitExpr.if_then(), inputType); + return toVeloxExpr(sExpr.if_then(), inputType); + case ::substrait::Expression::RexTypeCase::kSingularOrList: + return toVeloxExpr(sExpr.singular_or_list(), inputType); default: VELOX_NYI( "Substrait conversion not supported for Expression '{}'", typeCase); } } -std::shared_ptr -SubstraitVeloxExprConverter::toVeloxExpr( - const ::substrait::Expression_IfThen& substraitIfThen, - const RowTypePtr& inputType) { - std::vector inputs; - if (substraitIfThen.has_else_()) { - inputs.reserve(substraitIfThen.ifs_size() * 2 + 1); - } else { - inputs.reserve(substraitIfThen.ifs_size() * 2); - } - - TypePtr resultType; - for (auto& ifExpr : substraitIfThen.ifs()) { - auto ifClauseExpr = toVeloxExpr(ifExpr.if_(), inputType); - inputs.emplace_back(ifClauseExpr); - auto thenClauseExpr = toVeloxExpr(ifExpr.then(), inputType); - inputs.emplace_back(thenClauseExpr); - - if (!thenClauseExpr->type()->containsUnknown()) { - resultType = thenClauseExpr->type(); - } - } - - if (substraitIfThen.has_else_()) { - auto elseClauseExpr = toVeloxExpr(substraitIfThen.else_(), inputType); - inputs.emplace_back(elseClauseExpr); - if (!resultType && !elseClauseExpr->type()->containsUnknown()) { - resultType = elseClauseExpr->type(); - } - } - - VELOX_CHECK_NOT_NULL(resultType, "Result type not found"); - - return std::make_shared( - resultType, std::move(inputs), "if"); -} - } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxExpr.h b/velox/substrait/SubstraitToVeloxExpr.h index b42f91a9dcc1..7840d194f7ea 100644 --- a/velox/substrait/SubstraitToVeloxExpr.h +++ b/velox/substrait/SubstraitToVeloxExpr.h @@ -20,6 +20,11 @@ #include "velox/substrait/SubstraitParser.h" #include "velox/vector/ComplexVector.h" +#include "velox/type/StringView.h" +#include "velox/vector/FlatVector.h" + +#include "velox/vector/ComplexVector.h" + namespace facebook::velox::substrait { /// This class is used to convert Substrait representations to Velox @@ -34,6 +39,12 @@ class SubstraitVeloxExprConverter { const std::unordered_map& functionMap) : pool_(pool), functionMap_(functionMap) {} + /// Stores the variant and its type. + struct TypedVariant { + variant veloxVariant; + TypePtr variantType; + }; + /// Convert Substrait Field into Velox Field Expression. std::shared_ptr toVeloxExpr( const ::substrait::Expression::FieldReference& substraitField, @@ -41,7 +52,12 @@ class SubstraitVeloxExprConverter { /// Convert Substrait ScalarFunction into Velox Expression. std::shared_ptr toVeloxExpr( - const ::substrait::Expression::ScalarFunction& substraitFunc, + const ::substrait::Expression::ScalarFunction& sFunc, + const RowTypePtr& inputType); + + /// Convert Substrait SingularOrList into Velox Expression. + core::TypedExprPtr toVeloxExpr( + const ::substrait::Expression::SingularOrList& singularOrList, const RowTypePtr& inputType); /// Convert Substrait CastExpression to Velox Expression. @@ -49,7 +65,12 @@ class SubstraitVeloxExprConverter { const ::substrait::Expression::Cast& castExpr, const RowTypePtr& inputType); - /// Convert Substrait Literal into Velox Expression. + /// Create expression for extract. + std::shared_ptr toExtractExpr( + const std::vector>& params, + const TypePtr& outputType); + + /// Used to convert Substrait Literal into Velox Expression. std::shared_ptr toVeloxExpr( const ::substrait::Expression::Literal& substraitLit); @@ -58,26 +79,50 @@ class SubstraitVeloxExprConverter { const ::substrait::Expression& substraitExpr, const RowTypePtr& inputType); - /// Convert Substrait IfThen into Velox Expression. + /// Convert Substrait IfThen into switch or if expression. std::shared_ptr toVeloxExpr( - const ::substrait::Expression::IfThen& substraitIfThen, + const ::substrait::Expression::IfThen& ifThenExpr, const RowTypePtr& inputType); + /// Wrap a constant vector from literals with an array vector inside to create + /// the constant expression. + std::shared_ptr literalsToConstantExpr( + const std::vector<::substrait::Expression::Literal>& literals); + private: /// Convert list literal to ArrayVector. ArrayVectorPtr literalsToArrayVector( const ::substrait::Expression::Literal& listLiteral); + RowVectorPtr literalsToRowVector( + const ::substrait::Expression::Literal& structLiteral); + /// Memory pool. memory::MemoryPool* pool_; /// The Substrait parser used to convert Substrait representations into /// recognizable representations. - SubstraitParser substraitParser_; + std::shared_ptr subParser_ = + std::make_shared(); /// The map storing the relations between the function id and the function /// name. std::unordered_map functionMap_; + + // The map storing the Substrait extract function input field and velox + // function name. + std::unordered_map extractDatetimeFunctionMap_ = { + {"MILLISECOND", "millisecond"}, + {"SECOND", "second"}, + {"MINUTE", "minute"}, + {"HOUR", "hour"}, + {"DAY", "day"}, + {"DAY_OF_WEEK", "day_of_week"}, + {"DAY_OF_YEAR", "day_of_year"}, + {"MONTH", "month"}, + {"QUARTER", "quarter"}, + {"YEAR", "year"}, + {"YEAR_OF_WEEK", "year_of_week"}}; }; } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxPlan.cpp b/velox/substrait/SubstraitToVeloxPlan.cpp index 77e4c1a431d1..7dd849201fc3 100644 --- a/velox/substrait/SubstraitToVeloxPlan.cpp +++ b/velox/substrait/SubstraitToVeloxPlan.cpp @@ -15,35 +15,13 @@ */ #include "velox/substrait/SubstraitToVeloxPlan.h" + #include "velox/substrait/TypeUtils.h" #include "velox/substrait/VariantToVectorConverter.h" #include "velox/type/Type.h" namespace facebook::velox::substrait { namespace { -core::AggregationNode::Step toAggregationStep( - const ::substrait::AggregateRel& sAgg) { - if (sAgg.measures().size() == 0) { - // When only groupings exist, set the phase to be Single. - return core::AggregationNode::Step::kSingle; - } - - // Use the first measure to set aggregation phase. - const auto& firstMeasure = sAgg.measures()[0]; - const auto& aggFunction = firstMeasure.measure(); - switch (aggFunction.phase()) { - case ::substrait::AGGREGATION_PHASE_INITIAL_TO_INTERMEDIATE: - return core::AggregationNode::Step::kPartial; - case ::substrait::AGGREGATION_PHASE_INTERMEDIATE_TO_INTERMEDIATE: - return core::AggregationNode::Step::kIntermediate; - case ::substrait::AGGREGATION_PHASE_INTERMEDIATE_TO_RESULT: - return core::AggregationNode::Step::kFinal; - case ::substrait::AGGREGATION_PHASE_INITIAL_TO_RESULT: - return core::AggregationNode::Step::kSingle; - default: - VELOX_FAIL("Aggregate phase is not supported."); - } -} core::SortOrder toSortOrder(const ::substrait::SortField& sortField) { switch (sortField.direction()) { @@ -88,6 +66,123 @@ EmitInfo getEmitInfo( return emitInfo; } +template +// Get the lowest value for numeric type. +T getLowest() { + return std::numeric_limits::lowest(); +}; + +// Get the lowest value for string. +template <> +std::string getLowest() { + return ""; +}; + +// Get the max value for numeric type. +template +T getMax() { + return std::numeric_limits::max(); +}; + +// The max value will be used in BytesRange. Return empty string here instead. +template <> +std::string getMax() { + return ""; +}; + +// Substrait function names. +const std::string sIsNotNull = "is_not_null"; +const std::string sGte = "gte"; +const std::string sGt = "gt"; +const std::string sLte = "lte"; +const std::string sLt = "lt"; +const std::string sEqual = "equal"; +const std::string sOr = "or"; +const std::string sNot = "not"; + +// Substrait types. +const std::string sI32 = "i32"; +const std::string sI64 = "i64"; + +/// @brief Get the input type from both sides of join. +/// @param leftNode the plan node of left side. +/// @param rightNode the plan node of right side. +/// @return the input type. +RowTypePtr getJoinInputType( + const core::PlanNodePtr& leftNode, + const core::PlanNodePtr& rightNode) { + auto outputSize = + leftNode->outputType()->size() + rightNode->outputType()->size(); + std::vector outputNames; + std::vector> outputTypes; + outputNames.reserve(outputSize); + outputTypes.reserve(outputSize); + for (const auto& node : {leftNode, rightNode}) { + const auto& names = node->outputType()->names(); + outputNames.insert(outputNames.end(), names.begin(), names.end()); + const auto& types = node->outputType()->children(); + outputTypes.insert(outputTypes.end(), types.begin(), types.end()); + } + return std::make_shared( + std::move(outputNames), std::move(outputTypes)); +} + +/// @brief Get the direct output type of join. +/// @param leftNode the plan node of left side. +/// @param rightNode the plan node of right side. +/// @param joinType the join type. +/// @return the output type. +RowTypePtr getJoinOutputType( + const core::PlanNodePtr& leftNode, + const core::PlanNodePtr& rightNode, + const core::JoinType& joinType) { + // Decide output type. + // Output of right semi join cannot include columns from the left side. + bool outputMayIncludeLeftColumns = + !(core::isRightSemiFilterJoin(joinType) || + core::isRightSemiProjectJoin(joinType)); + + // Output of left semi and anti joins cannot include columns from the right + // side. + bool outputMayIncludeRightColumns = + !(core::isLeftSemiFilterJoin(joinType) || + core::isLeftSemiProjectJoin(joinType) || core::isAntiJoin(joinType)); + + if (outputMayIncludeLeftColumns && outputMayIncludeRightColumns) { + return getJoinInputType(leftNode, rightNode); + } + + if (outputMayIncludeLeftColumns) { + if (core::isLeftSemiProjectJoin(joinType)) { + auto outputSize = leftNode->outputType()->size() + 1; + std::vector outputNames = leftNode->outputType()->names(); + std::vector> outputTypes = + leftNode->outputType()->children(); + outputNames.emplace_back("exists"); + outputTypes.emplace_back(BOOLEAN()); + return std::make_shared( + std::move(outputNames), std::move(outputTypes)); + } else { + return leftNode->outputType(); + } + } + + if (outputMayIncludeRightColumns) { + if (core::isRightSemiProjectJoin(joinType)) { + auto outputSize = rightNode->outputType()->size() + 1; + std::vector outputNames = rightNode->outputType()->names(); + std::vector> outputTypes = + rightNode->outputType()->children(); + outputNames.emplace_back("exists"); + outputTypes.emplace_back(BOOLEAN()); + return std::make_shared( + std::move(outputNames), std::move(outputTypes)); + } else { + return rightNode->outputType(); + } + } + VELOX_FAIL("Output should include left or right columns."); +} } // namespace core::PlanNodePtr SubstraitVeloxPlanConverter::processEmit( @@ -109,12 +204,160 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::processEmit( } } +core::AggregationNode::Step SubstraitVeloxPlanConverter::toAggregationStep( + const ::substrait::AggregateRel& aggRel) { + if (aggRel.measures().size() == 0) { + // When only groupings exist, set the phase to be Single. + return core::AggregationNode::Step::kSingle; + } + + // Use the first measure to set aggregation phase. + const auto& firstMeasure = aggRel.measures()[0]; + const auto& aggFunction = firstMeasure.measure(); + switch (aggFunction.phase()) { + case ::substrait::AGGREGATION_PHASE_INITIAL_TO_INTERMEDIATE: + return core::AggregationNode::Step::kPartial; + case ::substrait::AGGREGATION_PHASE_INTERMEDIATE_TO_INTERMEDIATE: + return core::AggregationNode::Step::kIntermediate; + case ::substrait::AGGREGATION_PHASE_INTERMEDIATE_TO_RESULT: + return core::AggregationNode::Step::kFinal; + case ::substrait::AGGREGATION_PHASE_INITIAL_TO_RESULT: + return core::AggregationNode::Step::kSingle; + default: + VELOX_FAIL("Aggregate phase is not supported."); + } +} + +core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( + const ::substrait::JoinRel& sJoin) { + if (!sJoin.has_left()) { + VELOX_FAIL("Left Rel is expected in JoinRel."); + } + if (!sJoin.has_right()) { + VELOX_FAIL("Right Rel is expected in JoinRel."); + } + + auto leftNode = toVeloxPlan(sJoin.left()); + auto rightNode = toVeloxPlan(sJoin.right()); + + // Map join type. + core::JoinType joinType; + bool isNullAwareAntiJoin = false; + switch (sJoin.type()) { + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_INNER: + joinType = core::JoinType::kInner; + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_OUTER: + joinType = core::JoinType::kFull; + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_LEFT: + joinType = core::JoinType::kLeft; + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_RIGHT: + joinType = core::JoinType::kRight; + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_LEFT_SEMI: + // Determine the semi join type based on extracted information. + if (sJoin.has_advanced_extension() && + subParser_->configSetInOptimization( + sJoin.advanced_extension(), "isExistenceJoin=")) { + joinType = core::JoinType::kLeftSemiProject; + } else { + joinType = core::JoinType::kLeftSemiFilter; + } + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_RIGHT_SEMI: + // Determine the semi join type based on extracted information. + if (sJoin.has_advanced_extension() && + subParser_->configSetInOptimization( + sJoin.advanced_extension(), "isExistenceJoin=")) { + joinType = core::JoinType::kRightSemiProject; + } else { + joinType = core::JoinType::kRightSemiFilter; + } + break; + case ::substrait::JoinRel_JoinType::JoinRel_JoinType_JOIN_TYPE_ANTI: { + // Determine the anti join type based on extracted information. + if (sJoin.has_advanced_extension() && + subParser_->configSetInOptimization( + sJoin.advanced_extension(), "isNullAwareAntiJoin=")) { + isNullAwareAntiJoin = true; + } + joinType = core::JoinType::kAnti; + break; + } + default: + VELOX_NYI("Unsupported Join type: {}", sJoin.type()); + } + + // extract join keys from join expression + std::vector leftExprs, + rightExprs; + extractJoinKeys(sJoin.expression(), leftExprs, rightExprs); + VELOX_CHECK_EQ(leftExprs.size(), rightExprs.size()); + size_t numKeys = leftExprs.size(); + + std::vector> leftKeys, + rightKeys; + leftKeys.reserve(numKeys); + rightKeys.reserve(numKeys); + auto inputRowType = getJoinInputType(leftNode, rightNode); + for (size_t i = 0; i < numKeys; ++i) { + leftKeys.emplace_back( + exprConverter_->toVeloxExpr(*leftExprs[i], inputRowType)); + rightKeys.emplace_back( + exprConverter_->toVeloxExpr(*rightExprs[i], inputRowType)); + } + + std::shared_ptr filter; + if (sJoin.has_post_join_filter()) { + filter = + exprConverter_->toVeloxExpr(sJoin.post_join_filter(), inputRowType); + } + + if (sJoin.has_advanced_extension() && + subParser_->configSetInOptimization( + sJoin.advanced_extension(), "isSMJ=")) { + // Create MergeJoinNode node + return std::make_shared( + nextPlanNodeId(), + joinType, + leftKeys, + rightKeys, + filter, + leftNode, + rightNode, + getJoinOutputType(leftNode, rightNode, joinType)); + + } else { + // Create HashJoinNode node + return std::make_shared( + nextPlanNodeId(), + joinType, + isNullAwareAntiJoin, + leftKeys, + rightKeys, + filter, + leftNode, + rightNode, + getJoinOutputType(leftNode, rightNode, joinType)); + } +} + core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( const ::substrait::AggregateRel& aggRel) { auto childNode = convertSingleInput<::substrait::AggregateRel>(aggRel); core::AggregationNode::Step aggStep = toAggregationStep(aggRel); + return toVeloxAgg(aggRel, childNode, aggStep); +} + +std::shared_ptr SubstraitVeloxPlanConverter::toVeloxAgg( + const ::substrait::AggregateRel& aggRel, + const std::shared_ptr& childNode, + const core::AggregationNode::Step& aggStep) { const auto& inputType = childNode->outputType(); - std::vector veloxGroupingExprs; + std::vector> + veloxGroupingExprs; // Get the grouping expressions. for (const auto& grouping : aggRel.groupings()) { @@ -131,40 +374,39 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( aggExprs.reserve(aggRel.measures().size()); std::vector aggregateMasks; aggregateMasks.reserve(aggRel.measures().size()); - - for (const auto& measure : aggRel.measures()) { + for (const auto& smea : aggRel.measures()) { core::FieldAccessTypedExprPtr aggregateMask; - ::substrait::Expression substraitAggMask = measure.filter(); // Get Aggregation Masks. - if (measure.has_filter()) { - if (substraitAggMask.ByteSizeLong() == 0) { - aggregateMask = {}; - } else { - aggregateMask = - std::dynamic_pointer_cast( - exprConverter_->toVeloxExpr(substraitAggMask, inputType)); - } - aggregateMasks.push_back(aggregateMask); + if (!smea.has_filter()) { + aggregateMask = {}; + } else { + aggregateMask = + std::dynamic_pointer_cast( + exprConverter_->toVeloxExpr(smea.filter(), inputType)); + VELOX_CHECK( + aggregateMask != nullptr, + " the agg filter expression in Aggregate Operator only support field"); } - - const auto& aggFunction = measure.measure(); - auto funcName = substraitParser_->findVeloxFunction( + aggregateMasks.push_back(aggregateMask); + const auto& aggFunction = smea.measure(); + std::string funcName = subParser_->findVeloxFunction( functionMap_, aggFunction.function_reference()); - std::vector aggParams; + std::vector> aggParams; aggParams.reserve(aggFunction.arguments().size()); for (const auto& arg : aggFunction.arguments()) { aggParams.emplace_back( exprConverter_->toVeloxExpr(arg.value(), inputType)); } - auto aggVeloxType = toVeloxType( - substraitParser_->parseType(aggFunction.output_type())->type); + auto aggVeloxType = + toVeloxType(subParser_->parseType(aggFunction.output_type())->type); auto aggExpr = std::make_shared( aggVeloxType, std::move(aggParams), funcName); aggExprs.emplace_back(aggExpr); } bool ignoreNullKeys = false; - std::vector preGroupingExprs; + std::vector> + preGroupingExprs = {}; // Get the output names of Aggregation. std::vector aggOutNames; @@ -172,7 +414,7 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( for (int idx = veloxGroupingExprs.size(); idx < veloxGroupingExprs.size() + aggRel.measures().size(); idx++) { - aggOutNames.emplace_back(substraitParser_->makeNodeName(planNodeId_, idx)); + aggOutNames.emplace_back(subParser_->makeNodeName(planNodeId_, idx)); } auto aggregationNode = std::make_shared( @@ -196,9 +438,8 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( const ::substrait::ProjectRel& projectRel) { auto childNode = convertSingleInput<::substrait::ProjectRel>(projectRel); - // Construct Velox Expressions. - auto projectExprs = projectRel.expressions(); + const auto& projectExprs = projectRel.expressions(); std::vector projectNames; std::vector expressions; projectNames.reserve(projectExprs.size()); @@ -223,8 +464,7 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( // Then, adding project expression related project names and expressions. for (const auto& expr : projectExprs) { expressions.emplace_back(exprConverter_->toVeloxExpr(expr, inputType)); - projectNames.emplace_back( - substraitParser_->makeNodeName(planNodeId_, colIdx)); + projectNames.emplace_back(subParser_->makeNodeName(planNodeId_, colIdx)); colIdx += 1; } @@ -253,6 +493,227 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( } } +core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( + const ::substrait::ExpandRel& expandRel) { + core::PlanNodePtr childNode; + if (expandRel.has_input()) { + childNode = toVeloxPlan(expandRel.input()); + } else { + VELOX_FAIL("Child Rel is expected in ExpandRel."); + } + + const auto& inputType = childNode->outputType(); + + std::vector> groupingSetExprs; + groupingSetExprs.reserve(expandRel.groupings_size()); + + for (const auto& grouping : expandRel.groupings()) { + std::vector groupingExprs; + groupingExprs.reserve(grouping.groupsets_expressions_size()); + + for (const auto& groupingExpr : grouping.groupsets_expressions()) { + auto expression = + exprConverter_->toVeloxExpr(groupingExpr.selection(), inputType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the group set key in Expand Operator only support field") + + groupingExprs.emplace_back( + std::dynamic_pointer_cast( + expression)); + } + groupingSetExprs.emplace_back(groupingExprs); + } + + std::vector groupingKeyInfos; + std::set names; + auto index = 0; + for (const auto& groupingSet : groupingSetExprs) { + for (const auto& groupingKey : groupingSet) { + if (names.find(groupingKey->name()) == names.end()) { + core::GroupIdNode::GroupingKeyInfo keyInfos; + keyInfos.output = groupingKey->name(); + keyInfos.input = groupingKey; + groupingKeyInfos.push_back(keyInfos); + } + names.insert(groupingKey->name()); + } + } + + std::vector> aggExprs; + + for (const auto& aggExpr : expandRel.aggregate_expressions()) { + auto expression = exprConverter_->toVeloxExpr(aggExpr, inputType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the agg key in Expand Operator only support field"); + auto filed = + std::dynamic_pointer_cast(expression); + aggExprs.emplace_back(filed); + } + + return std::make_shared( + nextPlanNodeId(), + groupingSetExprs, + std::move(groupingKeyInfos), + aggExprs, + std::move(expandRel.group_name()), + childNode); +} + +const core::WindowNode::Frame createWindowFrame( + const ::substrait::Expression_WindowFunction_Bound& lower_bound, + const ::substrait::Expression_WindowFunction_Bound& upper_bound, + const ::substrait::WindowType& type) { + core::WindowNode::Frame frame; + switch (type) { + case ::substrait::WindowType::ROWS: + frame.type = core::WindowNode::WindowType::kRows; + break; + case ::substrait::WindowType::RANGE: + + frame.type = core::WindowNode::WindowType::kRange; + break; + default: + VELOX_FAIL( + "the window type only support ROWS and RANGE, and the input type is ", + type); + } + + auto boundTypeConversion = + [](::substrait::Expression_WindowFunction_Bound boundType) + -> core::WindowNode::BoundType { + if (boundType.has_current_row()) { + return core::WindowNode::BoundType::kCurrentRow; + } else if (boundType.has_unbounded_following()) { + return core::WindowNode::BoundType::kUnboundedFollowing; + } else if (boundType.has_unbounded_preceding()) { + return core::WindowNode::BoundType::kUnboundedPreceding; + } else { + VELOX_FAIL("The BoundType is not supported."); + } + }; + frame.startType = boundTypeConversion(lower_bound); + frame.startValue = nullptr; + frame.endType = boundTypeConversion(upper_bound); + frame.endValue = nullptr; + return frame; +} + +core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( + const ::substrait::WindowRel& windowRel) { + core::PlanNodePtr childNode; + if (windowRel.has_input()) { + childNode = toVeloxPlan(windowRel.input()); + } else { + VELOX_FAIL("Child Rel is expected in WindowRel."); + } + + const auto& inputType = childNode->outputType(); + + // Parse measures and get the window expressions. + // Each measure represents one window expression. + bool ignoreNullKeys = false; + std::vector windowNodeFunctions; + std::vector windowColumnNames; + + windowNodeFunctions.reserve(windowRel.measures().size()); + for (const auto& smea : windowRel.measures()) { + const auto& windowFunction = smea.measure(); + std::string funcName = subParser_->findVeloxFunction( + functionMap_, windowFunction.function_reference()); + std::vector> windowParams; + windowParams.reserve(windowFunction.arguments().size()); + for (const auto& arg : windowFunction.arguments()) { + windowParams.emplace_back( + exprConverter_->toVeloxExpr(arg.value(), inputType)); + } + auto windowVeloxType = + toVeloxType(subParser_->parseType(windowFunction.output_type())->type); + auto windowCall = std::make_shared( + windowVeloxType, std::move(windowParams), funcName); + auto upperBound = windowFunction.upper_bound(); + auto lowerBound = windowFunction.lower_bound(); + auto type = windowFunction.window_type(); + + windowColumnNames.push_back(windowFunction.column_name()); + + windowNodeFunctions.push_back( + {std::move(windowCall), + createWindowFrame(lowerBound, upperBound, type), + ignoreNullKeys}); + } + + // Construct partitionKeys + std::vector partitionKeys; + const auto& partitions = windowRel.partition_expressions(); + partitionKeys.reserve(partitions.size()); + for (const auto& partition : partitions) { + auto expression = exprConverter_->toVeloxExpr(partition, inputType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the partition key in Window Operator only support field") + + partitionKeys.emplace_back( + std::dynamic_pointer_cast( + expression)); + } + + std::vector sortingKeys; + std::vector sortingOrders; + + const auto& sorts = windowRel.sorts(); + sortingKeys.reserve(sorts.size()); + sortingOrders.reserve(sorts.size()); + + for (const auto& sort : sorts) { + switch (sort.direction()) { + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_FIRST: + sortingOrders.emplace_back(core::kAscNullsFirst); + break; + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_LAST: + sortingOrders.emplace_back(core::kAscNullsLast); + break; + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_FIRST: + sortingOrders.emplace_back(core::kDescNullsFirst); + break; + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_LAST: + sortingOrders.emplace_back(core::kDescNullsLast); + break; + default: + VELOX_FAIL("Sort direction is not support in WindowRel"); + } + + if (sort.has_expr()) { + auto expression = exprConverter_->toVeloxExpr(sort.expr(), inputType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the sorting key in Window Operator only support field") + + sortingKeys.emplace_back( + std::dynamic_pointer_cast( + expression)); + } + } + + return std::make_shared( + nextPlanNodeId(), + partitionKeys, + sortingKeys, + sortingOrders, + windowColumnNames, + windowNodeFunctions, + childNode); +} + core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( const ::substrait::SortRel& sortRel) { auto childNode = convertSingleInput<::substrait::SortRel>(sortRel); @@ -299,7 +760,6 @@ SubstraitVeloxPlanConverter::processSortField( core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( const ::substrait::FilterRel& filterRel) { auto childNode = convertSingleInput<::substrait::FilterRel>(filterRel); - auto filterNode = std::make_shared( nextPlanNodeId(), exprConverter_->toVeloxExpr( @@ -313,6 +773,26 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( } } +bool isPushDownSupportedByFormat( + const dwio::common::FileFormat& format, + connector::hive::SubfieldFilters& subfieldFilters) { + switch (format) { + case dwio::common::FileFormat::PARQUET: + case dwio::common::FileFormat::ORC: + case dwio::common::FileFormat::DWRF: + case dwio::common::FileFormat::RC: + case dwio::common::FileFormat::RC_TEXT: + case dwio::common::FileFormat::RC_BINARY: + case dwio::common::FileFormat::TEXT: + case dwio::common::FileFormat::JSON: + case dwio::common::FileFormat::ALPHA: + case dwio::common::FileFormat::UNKNOWN: + default: + break; + } + return true; +} + core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( const ::substrait::FetchRel& fetchRel) { core::PlanNodePtr childNode; @@ -357,8 +837,7 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( } core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( - const ::substrait::ReadRel& readRel, - std::shared_ptr& splitInfo) { + const ::substrait::ReadRel& readRel) { // emit is not allowed in TableScanNode and ValuesNode related // outputs if (readRel.has_common()) { @@ -366,23 +845,42 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( !readRel.common().has_emit(), "Emit not supported for ValuesNode and TableScanNode related Substrait plans."); } + + // Check if the ReadRel specifies an input of stream. If yes, the pre-built + // input node will be used as the data source. + auto splitInfo = std::make_shared(); + auto streamIdx = streamIsInput(readRel); + if (streamIdx >= 0) { + if (inputNodesMap_.find(streamIdx) == inputNodesMap_.end()) { + VELOX_FAIL( + "Could not find source index {} in input nodes map.", streamIdx); + } + auto streamNode = inputNodesMap_[streamIdx]; + splitInfo->isStream = true; + splitInfoMap_[streamNode->id()] = splitInfo; + return streamNode; + } + + // Otherwise, will create TableScan node for ReadRel. // Get output names and types. std::vector colNameList; std::vector veloxTypeList; + std::vector isPartitionColumns; if (readRel.has_base_schema()) { const auto& baseSchema = readRel.base_schema(); colNameList.reserve(baseSchema.names().size()); for (const auto& name : baseSchema.names()) { colNameList.emplace_back(name); } - auto substraitTypeList = substraitParser_->parseNamedStruct(baseSchema); + auto substraitTypeList = subParser_->parseNamedStruct(baseSchema); + isPartitionColumns = subParser_->parsePartitionColumns(baseSchema); veloxTypeList.reserve(substraitTypeList.size()); for (const auto& substraitType : substraitTypeList) { veloxTypeList.emplace_back(toVeloxType(substraitType->type)); } } - // Parse local files + // Parse local files and construct split info. if (readRel.has_local_files()) { using SubstraitFileFormatCase = ::substrait::ReadRel_LocalFiles_FileOrFiles::FileFormatCase; @@ -391,13 +889,16 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( splitInfo->starts.reserve(fileList.size()); splitInfo->lengths.reserve(fileList.size()); for (const auto& file : fileList) { - // Expect all files to share the same index. + // Expect all Partitions share the same index. splitInfo->partitionIndex = file.partition_index(); splitInfo->paths.emplace_back(file.uri_file()); splitInfo->starts.emplace_back(file.start()); splitInfo->lengths.emplace_back(file.length()); switch (file.file_format_case()) { case SubstraitFileFormatCase::kOrc: + splitInfo->format = dwio::common::FileFormat::ORC; + break; + case SubstraitFileFormatCase::kDwrf: splitInfo->format = dwio::common::FileFormat::DWRF; break; case SubstraitFileFormatCase::kParquet: @@ -408,7 +909,6 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( } } } - // Do not hard-code connector ID and allow for connectors other than Hive. static const std::string kHiveConnectorId = "test-hive"; @@ -423,14 +923,66 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( connector::hive::SubfieldFilters{}, nullptr); } else { - connector::hive::SubfieldFilters filters = - toVeloxFilter(colNameList, veloxTypeList, readRel.filter()); + // Flatten the conditions connected with 'and'. + std::vector<::substrait::Expression_ScalarFunction> scalarFunctions; + std::vector<::substrait::Expression_SingularOrList> singularOrLists; + std::vector<::substrait::Expression_IfThen> ifThens; + flattenConditions( + readRel.filter(), scalarFunctions, singularOrLists, ifThens); + + std::unordered_map> rangeRecorders; + for (uint32_t idx = 0; idx < veloxTypeList.size(); idx++) { + rangeRecorders[idx] = std::make_shared(); + } + + // Separate the filters to be two parts. The subfield part can be + // pushed down. + std::vector<::substrait::Expression_ScalarFunction> subfieldFunctions; + std::vector<::substrait::Expression_SingularOrList> subfieldrOrLists; + + std::vector<::substrait::Expression_ScalarFunction> remainingFunctions; + std::vector<::substrait::Expression_SingularOrList> remainingrOrLists; + + separateFilters( + rangeRecorders, + scalarFunctions, + subfieldFunctions, + remainingFunctions, + singularOrLists, + subfieldrOrLists, + remainingrOrLists); + + // Create subfield filters based on the constructed filter info map. + connector::hive::SubfieldFilters subfieldFilters = toSubfieldFilters( + colNameList, veloxTypeList, subfieldFunctions, subfieldrOrLists); + // Connect the remaining filters with 'and'. + std::shared_ptr remainingFilter; + + if (!isPushDownSupportedByFormat(splitInfo->format, subfieldFilters)) { + // A subfieldFilter is not supported by the format, + // mark all filter as remaining filters. + subfieldFilters.clear(); + remainingFilter = connectWithAnd( + colNameList, + veloxTypeList, + scalarFunctions, + singularOrLists, + ifThens); + } else { + remainingFilter = connectWithAnd( + colNameList, + veloxTypeList, + remainingFunctions, + remainingrOrLists, + ifThens); + } + tableHandle = std::make_shared( kHiveConnectorId, "hive_table", filterPushdownEnabled, - std::move(filters), - nullptr); + std::move(subfieldFilters), + remainingFilter); } // Get assignments and out names. @@ -439,11 +991,12 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( std::unordered_map> assignments; for (int idx = 0; idx < colNameList.size(); idx++) { - auto outName = substraitParser_->makeNodeName(planNodeId_, idx); + auto outName = subParser_->makeNodeName(planNodeId_, idx); + auto columnType = isPartitionColumns[idx] + ? connector::hive::HiveColumnHandle::ColumnType::kPartitionKey + : connector::hive::HiveColumnHandle::ColumnType::kRegular; assignments[outName] = std::make_shared( - colNameList[idx], - connector::hive::HiveColumnHandle::ColumnType::kRegular, - veloxTypeList[idx]); + colNameList[idx], columnType, veloxTypeList[idx]); outNames.emplace_back(outName); } auto outputType = ROW(std::move(outNames), std::move(veloxTypeList)); @@ -451,11 +1004,14 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( if (readRel.has_virtual_table()) { return toVeloxPlan(readRel, outputType); } else { - return std::make_shared( + auto tableScanNode = std::make_shared( nextPlanNodeId(), std::move(outputType), std::move(tableHandle), std::move(assignments)); + // Set split info map. + splitInfoMap_[tableScanNode->id()] = splitInfo; + return tableScanNode; } } @@ -470,13 +1026,7 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( std::vector vectors; vectors.reserve(numVectors); - int64_t batchSize; - // For the empty vectors, eg,vectors = makeRowVector(ROW({}, {}), 1). - if (numColumns == 0) { - batchSize = 1; - } else { - batchSize = valueFieldNums / numColumns; - } + int64_t batchSize = valueFieldNums / numColumns; for (int64_t index = 0; index < numVectors; ++index) { std::vector children; @@ -511,7 +1061,6 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( children.emplace_back( setVectorFromVariants(outputChildType, batchChild, pool_)); } - vectors.emplace_back( std::make_shared(pool_, type, nullptr, batchSize, children)); } @@ -521,39 +1070,50 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( } core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( - const ::substrait::Rel& rel) { - if (rel.has_aggregate()) { - return toVeloxPlan(rel.aggregate()); + const ::substrait::Rel& sRel) { + if (sRel.has_aggregate()) { + return toVeloxPlan(sRel.aggregate()); } - if (rel.has_project()) { - return toVeloxPlan(rel.project()); + if (sRel.has_project()) { + return toVeloxPlan(sRel.project()); } - if (rel.has_filter()) { - return toVeloxPlan(rel.filter()); + if (sRel.has_filter()) { + return toVeloxPlan(sRel.filter()); } - if (rel.has_read()) { - auto splitInfo = std::make_shared(); - - auto planNode = toVeloxPlan(rel.read(), splitInfo); - splitInfoMap_[planNode->id()] = splitInfo; - return planNode; + if (sRel.has_join()) { + return toVeloxPlan(sRel.join()); + } + if (sRel.has_read()) { + return toVeloxPlan(sRel.read()); + } + if (sRel.has_sort()) { + return toVeloxPlan(sRel.sort()); + } + if (sRel.has_fetch()) { + return toVeloxPlan(sRel.fetch()); + } + if (sRel.has_sort()) { + return toVeloxPlan(sRel.sort()); } - if (rel.has_fetch()) { - return toVeloxPlan(rel.fetch()); + if (sRel.has_expand()) { + return toVeloxPlan(sRel.expand()); } - if (rel.has_sort()) { - return toVeloxPlan(rel.sort()); + if (sRel.has_fetch()) { + return toVeloxPlan(sRel.fetch()); + } + if (sRel.has_window()) { + return toVeloxPlan(sRel.window()); } VELOX_NYI("Substrait conversion not supported for Rel."); } core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( - const ::substrait::RelRoot& root) { + const ::substrait::RelRoot& sRoot) { // TODO: Use the names as the output names for the whole computing. - const auto& names = root.names(); - if (root.has_input()) { - const auto& rel = root.input(); - return toVeloxPlan(rel); + const auto& sNames = sRoot.names(); + if (sRoot.has_input()) { + const auto& sRel = sRoot.input(); + return toVeloxPlan(sRel); } VELOX_FAIL("Input is expected in RelRoot."); } @@ -563,213 +1123,930 @@ core::PlanNodePtr SubstraitVeloxPlanConverter::toVeloxPlan( VELOX_CHECK( checkTypeExtension(substraitPlan), "The type extension only have unknown type.") - // Construct the function map based on the Substrait representation. + // Construct the function map based on the Substrait representation, + // and initialize the expression converter with it. constructFunctionMap(substraitPlan); - // Construct the expression converter. - exprConverter_ = - std::make_shared(pool_, functionMap_); - // In fact, only one RelRoot or Rel is expected here. VELOX_CHECK_EQ(substraitPlan.relations_size(), 1); - const auto& rel = substraitPlan.relations(0); - if (rel.has_root()) { - return toVeloxPlan(rel.root()); + const auto& sRel = substraitPlan.relations(0); + if (sRel.has_root()) { + return toVeloxPlan(sRel.root()); } - if (rel.has_rel()) { - return toVeloxPlan(rel.rel()); + if (sRel.has_rel()) { + return toVeloxPlan(sRel.rel()); } - VELOX_FAIL("RelRoot or Rel is expected in Plan."); } +void SubstraitVeloxPlanConverter::constructFunctionMap( + const ::substrait::Plan& substraitPlan) { + // Construct the function map based on the Substrait representation. + for (const auto& sExtension : substraitPlan.extensions()) { + if (!sExtension.has_extension_function()) { + continue; + } + const auto& sFmap = sExtension.extension_function(); + auto id = sFmap.function_anchor(); + auto name = sFmap.name(); + functionMap_[id] = name; + } + exprConverter_ = + std::make_shared(pool_, functionMap_); +} + std::string SubstraitVeloxPlanConverter::nextPlanNodeId() { auto id = fmt::format("{}", planNodeId_); planNodeId_++; return id; } -// This class contains the needed infos for Filter Pushdown. -// TODO: Support different types here. -class FilterInfo { - public: - // Used to set the left bound. - void setLeft(double left, bool isExclusive) { - left_ = left; - leftExclusive_ = isExclusive; - if (!isInitialized_) { - isInitialized_ = true; +void SubstraitVeloxPlanConverter::flattenConditions( + const ::substrait::Expression& substraitFilter, + std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions, + std::vector<::substrait::Expression_SingularOrList>& singularOrLists, + std::vector<::substrait::Expression_IfThen>& ifThens) { + auto typeCase = substraitFilter.rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kScalarFunction: { + auto sFunc = substraitFilter.scalar_function(); + auto filterNameSpec = subParser_->findSubstraitFuncSpec( + functionMap_, sFunc.function_reference()); + // TODO: Only and relation is supported here. + if (subParser_->getSubFunctionName(filterNameSpec) == "and") { + for (const auto& sCondition : sFunc.arguments()) { + flattenConditions( + sCondition.value(), scalarFunctions, singularOrLists, ifThens); + } + } else { + scalarFunctions.emplace_back(sFunc); + } + break; + } + case ::substrait::Expression::RexTypeCase::kSingularOrList: { + singularOrLists.emplace_back(substraitFilter.singular_or_list()); + break; } + case ::substrait::Expression::RexTypeCase::kIfThen: { + ifThens.emplace_back(substraitFilter.if_then()); + break; + } + default: + VELOX_NYI("GetFlatConditions not supported for type '{}'", typeCase); } +} + +std::string SubstraitVeloxPlanConverter::findFuncSpec(uint64_t id) { + return subParser_->findSubstraitFuncSpec(functionMap_, id); +} - // Used to set the right bound. - void setRight(double right, bool isExclusive) { - right_ = right; - rightExclusive_ = isExclusive; - if (!isInitialized_) { - isInitialized_ = true; +int32_t SubstraitVeloxPlanConverter::streamIsInput( + const ::substrait::ReadRel& sRead) { + if (sRead.has_local_files()) { + const auto& fileList = sRead.local_files().items(); + if (fileList.size() == 0) { + VELOX_FAIL("At least one file path is expected."); } - } - // Will fordis Null value if called once. - void forbidsNull() { - nullAllowed_ = false; - if (!isInitialized_) { - isInitialized_ = true; + // The stream input will be specified with the format of + // "iterator:${index}". + std::string filePath = fileList[0].uri_file(); + std::string prefix = "iterator:"; + std::size_t pos = filePath.find(prefix); + if (pos == std::string::npos) { + return -1; } - } - // Return the initialization status. - bool isInitialized() { - return isInitialized_ ? true : false; + // Get the index. + std::string idxStr = filePath.substr(pos + prefix.size(), filePath.size()); + try { + return stoi(idxStr); + } catch (const std::exception& err) { + VELOX_FAIL(err.what()); + } } + if (validationMode_) { + return -1; + } + VELOX_FAIL("Local file is expected."); +} - // The left bound. - std::optional left_ = std::nullopt; - // The right bound. - std::optional right_ = std::nullopt; - // The Null allowing. - bool nullAllowed_ = true; - // If true, left bound will be exclusive. - bool leftExclusive_ = false; - // If true, right bound will be exclusive. - bool rightExclusive_ = false; - - private: - bool isInitialized_ = false; -}; +void SubstraitVeloxPlanConverter::extractJoinKeys( + const ::substrait::Expression& joinExpression, + std::vector& leftExprs, + std::vector& rightExprs) { + std::vector expressions; + expressions.push_back(&joinExpression); + while (!expressions.empty()) { + auto visited = expressions.back(); + expressions.pop_back(); + if (visited->rex_type_case() == + ::substrait::Expression::RexTypeCase::kScalarFunction) { + const auto& funcName = + subParser_->getSubFunctionName(subParser_->findVeloxFunction( + functionMap_, visited->scalar_function().function_reference())); + const auto& args = visited->scalar_function().arguments(); + if (funcName == "and") { + expressions.push_back(&args[0].value()); + expressions.push_back(&args[1].value()); + } else if (funcName == "eq" || funcName == "equalto") { + VELOX_CHECK(std::all_of( + args.cbegin(), + args.cend(), + [](const ::substrait::FunctionArgument& arg) { + return arg.value().has_selection(); + })); + leftExprs.push_back(&args[0].value().selection()); + rightExprs.push_back(&args[1].value().selection()); + } else { + VELOX_NYI("Join condition {} not supported.", funcName); + } + } else { + VELOX_FAIL( + "Unable to parse from join expression: {}", + joinExpression.DebugString()); + } + } +} -connector::hive::SubfieldFilters SubstraitVeloxPlanConverter::toVeloxFilter( +connector::hive::SubfieldFilters SubstraitVeloxPlanConverter::toSubfieldFilters( const std::vector& inputNameList, const std::vector& inputTypeList, - const ::substrait::Expression& substraitFilter) { - connector::hive::SubfieldFilters filters; - // A map between the column index and the FilterInfo for that column. - std::unordered_map> colInfoMap; - for (int idx = 0; idx < inputNameList.size(); idx++) { + const std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions, + const std::vector<::substrait::Expression_SingularOrList>& + singularOrLists) { + std::unordered_map> colInfoMap; + // A map between the column index and the FilterInfo. + for (uint32_t idx = 0; idx < inputTypeList.size(); idx++) { colInfoMap[idx] = std::make_shared(); } - std::vector<::substrait::Expression_ScalarFunction> scalarFunctions; - flattenConditions(substraitFilter, scalarFunctions); // Construct the FilterInfo for the related column. for (const auto& scalarFunction : scalarFunctions) { - auto filterNameSpec = substraitParser_->findFunctionSpec( + auto filterNameSpec = subParser_->findSubstraitFuncSpec( functionMap_, scalarFunction.function_reference()); - auto filterName = getNameBeforeDelimiter(filterNameSpec, ":"); - int32_t colIdx; - // TODO: Add different types' support here. - double val; - for (auto& arg : scalarFunction.arguments()) { - auto argExpr = arg.value(); - auto typeCase = argExpr.rex_type_case(); - switch (typeCase) { - case ::substrait::Expression::RexTypeCase::kSelection: { - auto sel = argExpr.selection(); - // TODO: Only direct reference is considered here. - auto dRef = sel.direct_reference(); - colIdx = substraitParser_->parseReferenceSegment(dRef); - break; - } - case ::substrait::Expression::RexTypeCase::kLiteral: { - auto sLit = argExpr.literal(); - // TODO: Only double is considered here. - val = sLit.fp64(); - break; + auto filterName = subParser_->getSubFunctionName(filterNameSpec); + if (filterName == sNot) { + VELOX_CHECK(scalarFunction.arguments().size() == 1); + auto expr = scalarFunction.arguments()[0].value(); + if (expr.has_scalar_function()) { + // Set its chid to filter info with reverse enabled. + setFilterMap( + scalarFunction.arguments()[0].value().scalar_function(), + inputTypeList, + colInfoMap, + true); + } else { + // TODO: support push down of Not In. + VELOX_NYI("Scalar function expected."); + } + continue; + } + + if (filterName == sOr) { + VELOX_CHECK(scalarFunction.arguments().size() == 2); + VELOX_CHECK(std::all_of( + scalarFunction.arguments().cbegin(), + scalarFunction.arguments().cend(), + [](const ::substrait::FunctionArgument& arg) { + return arg.value().has_scalar_function() || + arg.value().has_singular_or_list(); + })); + // Set the chidren functions to filter info. They should be + // effective to the same field. + for (const auto& arg : scalarFunction.arguments()) { + auto expr = arg.value(); + if (expr.has_scalar_function()) { + setFilterMap( + arg.value().scalar_function(), inputTypeList, colInfoMap); + } else if (expr.has_singular_or_list()) { + setSingularListValues(expr.singular_or_list(), colInfoMap); + } else { + VELOX_NYI("Scalar function or SingularOrList expected."); } - default: - VELOX_NYI( - "Substrait conversion not supported for arg type '{}'", typeCase); } + continue; } - if (filterName == "is_not_null") { - colInfoMap[colIdx]->forbidsNull(); - } else if (filterName == "gte") { - colInfoMap[colIdx]->setLeft(val, false); - } else if (filterName == "gt") { - colInfoMap[colIdx]->setLeft(val, true); - } else if (filterName == "lte") { - colInfoMap[colIdx]->setRight(val, false); - } else if (filterName == "lt") { - colInfoMap[colIdx]->setRight(val, true); + + setFilterMap(scalarFunction, inputTypeList, colInfoMap); + } + + for (const auto& list : singularOrLists) { + setSingularListValues(list, colInfoMap); + } + return mapToFilters(inputNameList, inputTypeList, colInfoMap); +} + +bool SubstraitVeloxPlanConverter::fieldOrWithLiteral( + const ::google::protobuf::RepeatedPtrField<::substrait::FunctionArgument>& + arguments, + uint32_t& fieldIndex) { + if (arguments.size() == 1) { + if (arguments[0].value().has_selection()) { + // Only field exists. + fieldIndex = subParser_->parseReferenceSegment( + arguments[0].value().selection().direct_reference()); + return true; } else { - VELOX_NYI( - "Substrait conversion not supported for filter name '{}'", - filterName); + return false; } } - // Construct the Filters. - for (int idx = 0; idx < inputNameList.size(); idx++) { - auto filterInfo = colInfoMap[idx]; - double leftBound; - double rightBound; - bool leftUnbounded = true; - bool rightUnbounded = true; - bool leftExclusive = false; - bool rightExclusive = false; - if (filterInfo->isInitialized()) { - if (filterInfo->left_) { - leftUnbounded = false; - leftBound = filterInfo->left_.value(); - leftExclusive = filterInfo->leftExclusive_; + if (arguments.size() != 2) { + // Not the field and literal combination. + return false; + } + bool fieldExists = false; + bool literalExists = false; + for (const auto& param : arguments) { + auto typeCase = param.value().rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + fieldIndex = subParser_->parseReferenceSegment( + param.value().selection().direct_reference()); + fieldExists = true; + break; + case ::substrait::Expression::RexTypeCase::kLiteral: + literalExists = true; + break; + default: + break; + } + } + // Whether the field and literal both exist. + return fieldExists && literalExists; +} + +bool SubstraitVeloxPlanConverter::chidrenFunctionsOnSameField( + const ::substrait::Expression_ScalarFunction& function) { + // Get the column indices of the chidren functions. + std::vector colIndices; + for (const auto& arg : function.arguments()) { + if (arg.value().has_scalar_function()) { + auto scalarFunction = arg.value().scalar_function(); + for (const auto& param : scalarFunction.arguments()) { + if (param.value().has_selection()) { + auto field = param.value().selection(); + VELOX_CHECK(field.has_direct_reference()); + int32_t colIdx = + subParser_->parseReferenceSegment(field.direct_reference()); + colIndices.emplace_back(colIdx); + } + } + } else if (arg.value().has_singular_or_list()) { + auto singularOrList = arg.value().singular_or_list(); + int32_t colIdx = getColumnIndexFromSingularOrList(singularOrList); + colIndices.emplace_back(colIdx); + } else { + return false; + } + } + + if (std::all_of(colIndices.begin(), colIndices.end(), [&](uint32_t idx) { + return idx == colIndices[0]; + })) { + // All indices are the same. + return true; + } + return false; +} + +bool SubstraitVeloxPlanConverter::canPushdownCommonFunction( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::string& filterName, + uint32_t& fieldIdx) { + // Condtions can be pushed down. + std::unordered_set supportedCommonFunctions = { + sIsNotNull, sGte, sGt, sLte, sLt, sEqual}; + + bool canPushdown = false; + if (supportedCommonFunctions.find(filterName) != + supportedCommonFunctions.end() && + fieldOrWithLiteral(scalarFunction.arguments(), fieldIdx)) { + // The arg should be field or field with literal. + canPushdown = true; + } + return canPushdown; +} + +bool SubstraitVeloxPlanConverter::canPushdownNot( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::unordered_map>& + rangeRecorders) { + VELOX_CHECK( + scalarFunction.arguments().size() == 1, + "Only one arg is expected for Not."); + auto notArg = scalarFunction.arguments()[0]; + if (!notArg.value().has_scalar_function()) { + // Not for a Boolean Literal or Or List is not supported curretly. + // It can be pushed down with an AlwaysTrue or AlwaysFalse Range. + return false; + } + + auto argFunction = subParser_->findSubstraitFuncSpec( + functionMap_, notArg.value().scalar_function().function_reference()); + auto functionName = subParser_->getSubFunctionName(argFunction); + + std::unordered_set supportedNotFunctions = { + sGte, sGt, sLte, sLt, sEqual}; + + uint32_t fieldIdx; + bool isFieldOrWithLiteral = fieldOrWithLiteral( + notArg.value().scalar_function().arguments(), fieldIdx); + + if (supportedNotFunctions.find(functionName) != supportedNotFunctions.end() && + isFieldOrWithLiteral && + rangeRecorders.at(fieldIdx)->setCertainRangeForFunction( + functionName, true /*reverse*/)) { + return true; + } + return false; +} + +bool SubstraitVeloxPlanConverter::canPushdownOr( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::unordered_map>& + rangeRecorders) { + // OR Conditon whose chidren functions are on different columns is not + // supported to be pushed down. + if (!chidrenFunctionsOnSameField(scalarFunction)) { + return false; + } + + std::unordered_set supportedOrFunctions = { + sIsNotNull, sGte, sGt, sLte, sLt, sEqual}; + + for (const auto& arg : scalarFunction.arguments()) { + if (arg.value().has_scalar_function()) { + auto nameSpec = subParser_->findSubstraitFuncSpec( + functionMap_, arg.value().scalar_function().function_reference()); + auto functionName = subParser_->getSubFunctionName(nameSpec); + + uint32_t fieldIdx; + bool isFieldOrWithLiteral = fieldOrWithLiteral( + arg.value().scalar_function().arguments(), fieldIdx); + if (supportedOrFunctions.find(functionName) == + supportedOrFunctions.end() || + !isFieldOrWithLiteral || + !rangeRecorders.at(fieldIdx)->setCertainRangeForFunction( + functionName, false /*reverse*/, true /*forOrRelation*/)) { + // The arg should be field or field with literal. + return false; } - if (filterInfo->right_) { - rightUnbounded = false; - rightBound = filterInfo->right_.value(); - rightExclusive = filterInfo->rightExclusive_; + } else if (arg.value().has_singular_or_list()) { + auto singularOrList = arg.value().singular_or_list(); + if (!canPushdownSingularOrList(singularOrList, true)) { + return false; } - bool nullAllowed = filterInfo->nullAllowed_; - filters[common::Subfield(inputNameList[idx])] = - std::make_unique( - leftBound, - leftUnbounded, - leftExclusive, - rightBound, - rightUnbounded, - rightExclusive, - nullAllowed); + uint32_t fieldIdx = getColumnIndexFromSingularOrList(singularOrList); + // Disable IN pushdown for int-like types. + if (!rangeRecorders.at(fieldIdx)->setInRange(true /*forOrRelation*/)) { + return false; + } + } else { + // Or relation betweeen other expressions is not supported to be pushded + // down currently. + return false; } } - return filters; + return true; } -void SubstraitVeloxPlanConverter::flattenConditions( - const ::substrait::Expression& substraitFilter, - std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions) { - auto typeCase = substraitFilter.rex_type_case(); - switch (typeCase) { - case ::substrait::Expression::RexTypeCase::kScalarFunction: { - auto sFunc = substraitFilter.scalar_function(); - auto filterNameSpec = substraitParser_->findFunctionSpec( - functionMap_, sFunc.function_reference()); - // TODO: Only and relation is supported here. - if (getNameBeforeDelimiter(filterNameSpec, ":") == "and") { - for (const auto& sCondition : sFunc.arguments()) { - flattenConditions(sCondition.value(), scalarFunctions); - } +void SubstraitVeloxPlanConverter::separateFilters( + const std::unordered_map>& + rangeRecorders, + const std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions, + std::vector<::substrait::Expression_ScalarFunction>& subfieldFunctions, + std::vector<::substrait::Expression_ScalarFunction>& remainingFunctions, + const std::vector<::substrait::Expression_SingularOrList>& singularOrLists, + std::vector<::substrait::Expression_SingularOrList>& subfieldOrLists, + std::vector<::substrait::Expression_SingularOrList>& remainingOrLists) { + for (const auto& singularOrList : singularOrLists) { + if (!canPushdownSingularOrList(singularOrList)) { + remainingOrLists.emplace_back(singularOrList); + continue; + } + uint32_t colIdx = getColumnIndexFromSingularOrList(singularOrList); + if (rangeRecorders.at(colIdx)->setInRange()) { + subfieldOrLists.emplace_back(singularOrList); + } else { + remainingOrLists.emplace_back(singularOrList); + } + } + + for (const auto& scalarFunction : scalarFunctions) { + auto filterNameSpec = subParser_->findSubstraitFuncSpec( + functionMap_, scalarFunction.function_reference()); + auto filterName = subParser_->getSubFunctionName(filterNameSpec); + if (filterName != sNot && filterName != sOr) { + // Check if the condition is supported to be pushed down. + uint32_t fieldIdx; + if (canPushdownCommonFunction(scalarFunction, filterName, fieldIdx) && + rangeRecorders.at(fieldIdx)->setCertainRangeForFunction(filterName)) { + subfieldFunctions.emplace_back(scalarFunction); } else { - scalarFunctions.emplace_back(sFunc); + remainingFunctions.emplace_back(scalarFunction); } - break; + continue; } + + // Check whether NOT and OR functions can be pushed down. + // If yes, the scalar function will be added into the subfield functions. + bool supported = false; + if (filterName == sNot) { + supported = canPushdownNot(scalarFunction, rangeRecorders); + } else if (filterName == sOr) { + supported = canPushdownOr(scalarFunction, rangeRecorders); + } + + if (supported) { + subfieldFunctions.emplace_back(scalarFunction); + } else { + remainingFunctions.emplace_back(scalarFunction); + } + } +} + +bool SubstraitVeloxPlanConverter::RangeRecorder::setCertainRangeForFunction( + const std::string& functionName, + bool reverse, + bool forOrRelation) { + if (functionName == sLt || functionName == sLte) { + if (reverse) { + return setLeftBound(forOrRelation); + } else { + return setRightBound(forOrRelation); + } + } + if (functionName == sGt || functionName == sGte) { + if (reverse) { + return setRightBound(forOrRelation); + } else { + return setLeftBound(forOrRelation); + } + } + if (functionName == sEqual) { + if (reverse) { + // Not equal means lt or gt. + return setMultiRange(); + } else { + return setLeftBound(forOrRelation) && setRightBound(forOrRelation); + } + } + if (functionName == sOr) { + if (reverse) { + // Not supported. + return false; + } else { + return setMultiRange(); + } + } + if (functionName == sIsNotNull) { + if (reverse) { + // Not supported. + return false; + } else { + // Is not null can always coexist with the other range. + return true; + } + } + return false; +} + +template +void SubstraitVeloxPlanConverter::setColInfoMap( + const std::string& filterName, + uint32_t colIdx, + std::optional literalVariant, + bool reverse, + std::unordered_map>& colInfoMap) { + if (filterName == sIsNotNull) { + if (reverse) { + VELOX_NYI("Reverse not supported for filter name '{}'", filterName); + } + colInfoMap[colIdx]->forbidsNull(); + return; + } + + if (filterName == sGte) { + if (reverse) { + colInfoMap[colIdx]->setUpper(literalVariant, true); + } else { + colInfoMap[colIdx]->setLower(literalVariant, false); + } + return; + } + + if (filterName == sGt) { + if (reverse) { + colInfoMap[colIdx]->setUpper(literalVariant, false); + } else { + colInfoMap[colIdx]->setLower(literalVariant, true); + } + return; + } + + if (filterName == sLte) { + if (reverse) { + colInfoMap[colIdx]->setLower(literalVariant, true); + } else { + colInfoMap[colIdx]->setUpper(literalVariant, false); + } + return; + } + + if (filterName == sLt) { + if (reverse) { + colInfoMap[colIdx]->setLower(literalVariant, false); + } else { + colInfoMap[colIdx]->setUpper(literalVariant, true); + } + return; + } + + if (filterName == sEqual) { + if (reverse) { + colInfoMap[colIdx]->setNotValue(literalVariant); + } else { + colInfoMap[colIdx]->setLower(literalVariant, false); + colInfoMap[colIdx]->setUpper(literalVariant, false); + } + return; + } + VELOX_NYI("SetColInfoMap not supported for filter name '{}'", filterName); +} + +void SubstraitVeloxPlanConverter::setFilterMap( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::vector& inputTypeList, + std::unordered_map>& colInfoMap, + bool reverse) { + auto nameSpec = subParser_->findSubstraitFuncSpec( + functionMap_, scalarFunction.function_reference()); + auto functionName = subParser_->getSubFunctionName(nameSpec); + + // Extract the column index and column bound from the scalar function. + std::optional colIdx; + std::optional<::substrait::Expression_Literal> substraitLit; + std::vector typeCases; + for (const auto& param : scalarFunction.arguments()) { + auto typeCase = param.value().rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + typeCases.emplace_back("kSelection"); + colIdx = subParser_->parseReferenceSegment( + param.value().selection().direct_reference()); + break; + case ::substrait::Expression::RexTypeCase::kLiteral: + typeCases.emplace_back("kLiteral"); + substraitLit = param.value().literal(); + break; + default: + VELOX_NYI( + "Substrait conversion not supported for arg type '{}'", typeCase); + } + } + + std::unordered_map functionRevertMap = { + {sLt, sGt}, {sGt, sLt}, {sGte, sLte}, {sLte, sGte}}; + + // Handle "123 < q1" type expression case + if (typeCases.size() > 1 && + (typeCases[0] == "kLiteral" && typeCases[1] == "kSelection") && + functionRevertMap.find(functionName) != functionRevertMap.end()) { + // change the function name: lt => gt, gt => lt, gte => lte, lte => gte + functionName = functionRevertMap[functionName]; + } + + if (!colIdx.has_value()) { + VELOX_NYI("Column index is expected in subfield filters creation."); + } + + // Set the extracted bound to the specific column. + uint32_t colIdxVal = colIdx.value(); + auto inputType = inputTypeList[colIdxVal]; + std::optional val; + switch (inputType->kind()) { + case TypeKind::INTEGER: + if (substraitLit) { + val = variant(substraitLit.value().i32()); + } + setColInfoMap(functionName, colIdxVal, val, reverse, colInfoMap); + break; + case TypeKind::BIGINT: + if (substraitLit) { + val = variant(substraitLit.value().i64()); + } + setColInfoMap(functionName, colIdxVal, val, reverse, colInfoMap); + break; + case TypeKind::DOUBLE: + if (substraitLit) { + val = variant(substraitLit.value().fp64()); + } + setColInfoMap(functionName, colIdxVal, val, reverse, colInfoMap); + break; + case TypeKind::VARCHAR: + if (substraitLit) { + val = variant(substraitLit.value().string()); + } + setColInfoMap( + functionName, colIdxVal, val, reverse, colInfoMap); + break; + case TypeKind::DATE: + if (substraitLit) { + val = variant(Date(substraitLit.value().date())); + } + setColInfoMap(functionName, colIdxVal, val, reverse, colInfoMap); + break; default: - VELOX_NYI("GetFlatConditions not supported for type '{}'", typeCase); + VELOX_NYI( + "Subfield filters creation not supported for input type '{}'", + inputType); } } -void SubstraitVeloxPlanConverter::constructFunctionMap( - const ::substrait::Plan& substraitPlan) { - // Construct the function map based on the Substrait representation. - for (const auto& sExtension : substraitPlan.extensions()) { - if (!sExtension.has_extension_function()) { - continue; +template +void SubstraitVeloxPlanConverter::createNotEqualFilter( + variant notVariant, + bool nullAllowed, + std::vector>& colFilters) { + using NativeType = typename RangeTraits::NativeType; + using RangeType = typename RangeTraits::RangeType; + + // Value > lower + std::unique_ptr lowerFilter = std::make_unique( + notVariant.value(), /*lower*/ + false, /*lowerUnbounded*/ + true, /*lowerExclusive*/ + getMax(), /*upper*/ + true, /*upperUnbounded*/ + false, /*upperExclusive*/ + nullAllowed); /*nullAllowed*/ + colFilters.emplace_back(std::move(lowerFilter)); + + // Value < upper + std::unique_ptr upperFilter = std::make_unique( + getLowest(), /*lower*/ + true, /*lowerUnbounded*/ + false, /*lowerExclusive*/ + notVariant.value(), /*upper*/ + false, /*upperUnbounded*/ + true, /*upperExclusive*/ + nullAllowed); /*nullAllowed*/ + colFilters.emplace_back(std::move(upperFilter)); +} + +template +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) {} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + double value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createDoubleValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + int64_t value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createBigintValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + // Use bigint values for int type. + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + // Use the matched type to get value from variant. + int64_t value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createBigintValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + // Use bigint values for small int type. + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + // Use the matched type to get value from variant. + int64_t value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createBigintValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + // Use bigint values for tiny int type. + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + // Use the matched type to get value from variant. + int64_t value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createBigintValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + // Use bigint values for int type. + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + // Use int32 to get value from date variant. + int64_t value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + common::createBigintValues(values, nullAllowed); +} + +template <> +void SubstraitVeloxPlanConverter::setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters) { + std::vector values; + values.reserve(variants.size()); + for (const auto& variant : variants) { + std::string value = variant.value(); + values.emplace_back(value); + } + filters[common::Subfield(inputName)] = + std::make_unique(values, nullAllowed); +} + +template +void SubstraitVeloxPlanConverter::setSubfieldFilter( + std::vector> colFilters, + const std::string& inputName, + bool nullAllowed, + connector::hive::SubfieldFilters& filters) { + using MultiRangeType = typename RangeTraits::MultiRangeType; + + if (colFilters.size() == 1) { + filters[common::Subfield(inputName)] = std::move(colFilters[0]); + } else if (colFilters.size() > 1) { + // BigintMultiRange should have been sorted + if (colFilters[0]->kind() == common::FilterKind::kBigintRange) { + std::sort( + colFilters.begin(), + colFilters.end(), + [](const auto& a, const auto& b) { + return dynamic_cast(a.get())->lower() < + dynamic_cast(b.get())->lower(); + }); } - const auto& sFmap = sExtension.extension_function(); - auto id = sFmap.function_anchor(); - auto name = sFmap.name(); - functionMap_[id] = name; + filters[common::Subfield(inputName)] = + std::make_unique(std::move(colFilters), nullAllowed); + } +} + +template +void SubstraitVeloxPlanConverter::constructSubfieldFilters( + uint32_t colIdx, + const std::string& inputName, + const std::shared_ptr& filterInfo, + connector::hive::SubfieldFilters& filters) { + using NativeType = typename RangeTraits::NativeType; + using RangeType = typename RangeTraits::RangeType; + using MultiRangeType = typename RangeTraits::MultiRangeType; + + if (!filterInfo->isInitialized()) { + return; + } + + uint32_t rangeSize = std::max( + filterInfo->lowerBounds_.size(), filterInfo->upperBounds_.size()); + bool nullAllowed = filterInfo->nullAllowed_; + + // Handle 'in' filter. + if (filterInfo->valuesVector_.size() > 0) { + // To filter out null is a default behaviour of Spark IN expression. + nullAllowed = false; + setInFilter( + filterInfo->valuesVector_, nullAllowed, inputName, filters); + // Currently, In cannot coexist with other filter conditions + // due to multirange is in 'OR' relation but 'AND' is needed. + VELOX_CHECK( + rangeSize == 0, + "LowerBounds or upperBounds conditons cannot be supported after IN filter."); + VELOX_CHECK( + !filterInfo->notValue_.has_value(), + "Not equal cannot be supported after IN filter."); + return; + } + + // Construct the Filters. + std::vector> colFilters; + + // Handle not(equal) filter. + if (filterInfo->notValue_) { + variant notVariant = filterInfo->notValue_.value(); + createNotEqualFilter( + notVariant, filterInfo->nullAllowed_, colFilters); + // Currently, Not-equal cannot coexist with other filter conditions + // due to multirange is in 'OR' relation but 'AND' is needed. + VELOX_CHECK( + rangeSize == 0, + "LowerBounds or upperBounds conditons cannot be supported after not-equal filter."); + filters[common::Subfield(inputName)] = + std::make_unique(std::move(colFilters), nullAllowed); + return; } + + // Handle null filtering. + if (rangeSize == 0 && !nullAllowed) { + std::unique_ptr filter = + std::make_unique(); + filters[common::Subfield(inputName)] = std::move(filter); + return; + } + + // Handle other filter ranges. + NativeType lowerBound = getLowest(); + NativeType upperBound = getMax(); + bool lowerUnbounded = true; + bool upperUnbounded = true; + bool lowerExclusive = false; + bool upperExclusive = false; + + for (uint32_t idx = 0; idx < rangeSize; idx++) { + if (idx < filterInfo->lowerBounds_.size() && + filterInfo->lowerBounds_[idx]) { + lowerUnbounded = false; + variant lowerVariant = filterInfo->lowerBounds_[idx].value(); + lowerBound = lowerVariant.value(); + lowerExclusive = filterInfo->lowerExclusives_[idx]; + } + if (idx < filterInfo->upperBounds_.size() && + filterInfo->upperBounds_[idx]) { + upperUnbounded = false; + variant upperVariant = filterInfo->upperBounds_[idx].value(); + upperBound = upperVariant.value(); + upperExclusive = filterInfo->upperExclusives_[idx]; + } + std::unique_ptr filter = std::make_unique( + lowerBound, + lowerUnbounded, + lowerExclusive, + upperBound, + upperUnbounded, + upperExclusive, + nullAllowed); + colFilters.emplace_back(std::move(filter)); + } + + // Set the SubfieldFilter. + setSubfieldFilter( + std::move(colFilters), inputName, filterInfo->nullAllowed_, filters); } bool SubstraitVeloxPlanConverter::checkTypeExtension( @@ -787,9 +2064,168 @@ bool SubstraitVeloxPlanConverter::checkTypeExtension( return true; } -const std::string& SubstraitVeloxPlanConverter::findFunction( - uint64_t id) const { - return substraitParser_->findFunctionSpec(functionMap_, id); +connector::hive::SubfieldFilters SubstraitVeloxPlanConverter::mapToFilters( + const std::vector& inputNameList, + const std::vector& inputTypeList, + std::unordered_map> colInfoMap) { + // Construct the subfield filters based on the filter info map. + connector::hive::SubfieldFilters filters; + for (uint32_t colIdx = 0; colIdx < inputNameList.size(); colIdx++) { + auto inputType = inputTypeList[colIdx]; + switch (inputType->kind()) { + case TypeKind::TINYINT: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::SMALLINT: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::INTEGER: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::BIGINT: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::DOUBLE: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::VARCHAR: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + case TypeKind::DATE: + constructSubfieldFilters( + colIdx, inputNameList[colIdx], colInfoMap[colIdx], filters); + break; + default: + VELOX_NYI( + "Subfield filters creation not supported for input type '{}'", + inputType); + } + } + return filters; +} + +core::TypedExprPtr SubstraitVeloxPlanConverter::connectWithAnd( + std::vector inputNameList, + std::vector inputTypeList, + const std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions, + const std::vector<::substrait::Expression_SingularOrList>& singularOrLists, + const std::vector<::substrait::Expression_IfThen>& ifThens) { + if (scalarFunctions.size() == 0 && singularOrLists.size() == 0 && + ifThens.size() == 0) { + return nullptr; + } + auto inputType = ROW(std::move(inputNameList), std::move(inputTypeList)); + + // Filter for scalar functions. + std::vector> allFilters; + for (auto scalar : scalarFunctions) { + auto filter = exprConverter_->toVeloxExpr(scalar, inputType); + if (filter != nullptr) { + allFilters.emplace_back(filter); + } + } + for (auto orList : singularOrLists) { + auto filter = exprConverter_->toVeloxExpr(orList, inputType); + if (filter != nullptr) { + allFilters.emplace_back(filter); + } + } + for (auto ifThen : ifThens) { + auto filter = exprConverter_->toVeloxExpr(ifThen, inputType); + if (filter != nullptr) { + allFilters.emplace_back(filter); + } + } + VELOX_CHECK_GT(allFilters.size(), 0, "One filter should be valid.") + std::shared_ptr andFilter = allFilters[0]; + for (auto i = 1; i < allFilters.size(); i++) { + andFilter = connectWithAnd(andFilter, allFilters[i]); + } + return andFilter; +} + +core::TypedExprPtr SubstraitVeloxPlanConverter::connectWithAnd( + core::TypedExprPtr leftExpr, + core::TypedExprPtr rightExpr) { + std::vector params; + params.reserve(2); + params.emplace_back(leftExpr); + params.emplace_back(rightExpr); + return std::make_shared( + BOOLEAN(), std::move(params), "and"); +} + +bool SubstraitVeloxPlanConverter::canPushdownSingularOrList( + const ::substrait::Expression_SingularOrList& singularOrList, + bool disableIntLike) { + VELOX_CHECK( + singularOrList.options_size() > 0, "At least one option is expected."); + // Check whether the value is field. + bool hasField = singularOrList.value().has_selection(); + auto options = singularOrList.options(); + for (const auto& option : options) { + VELOX_CHECK(option.has_literal(), "Literal is expected as option."); + auto type = option.literal().literal_type_case(); + // Only BigintValues and BytesValues are supported. + if (type != ::substrait::Expression_Literal::LiteralTypeCase::kI32 && + type != ::substrait::Expression_Literal::LiteralTypeCase::kI64 && + type != ::substrait::Expression_Literal::LiteralTypeCase::kString) { + return false; + } + // BigintMultiRange can only accept BigintRange, so disableIntLike is set to + // true for OR pushdown of int-like types. + if (disableIntLike && + (type == ::substrait::Expression_Literal::LiteralTypeCase::kI32 || + type == ::substrait::Expression_Literal::LiteralTypeCase::kI64)) { + return false; + } + } + return hasField; +} + +uint32_t SubstraitVeloxPlanConverter::getColumnIndexFromSingularOrList( + const ::substrait::Expression_SingularOrList& singularOrList) { + // Get the column index. + ::substrait::Expression_FieldReference selection; + if (singularOrList.value().has_scalar_function()) { + selection = singularOrList.value() + .scalar_function() + .arguments()[0] + .value() + .selection(); + } else if (singularOrList.value().has_selection()) { + selection = singularOrList.value().selection(); + } else { + VELOX_FAIL("Unsupported type in IN pushdown."); + } + return subParser_->parseReferenceSegment(selection.direct_reference()); +} + +void SubstraitVeloxPlanConverter::setSingularListValues( + const ::substrait::Expression_SingularOrList& singularOrList, + std::unordered_map>& colInfoMap) { + VELOX_CHECK( + singularOrList.options_size() > 0, "At least one option is expected."); + // Get the column index. + uint32_t colIdx = getColumnIndexFromSingularOrList(singularOrList); + + // Get the value list. + auto options = singularOrList.options(); + std::vector variants; + variants.reserve(options.size()); + for (const auto& option : options) { + VELOX_CHECK(option.has_literal(), "Literal is expected as option."); + variants.emplace_back( + exprConverter_->toVeloxExpr(option.literal())->value()); + } + // Set the value list to filter info. + colInfoMap[colIdx]->setValues(variants); } } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxPlan.h b/velox/substrait/SubstraitToVeloxPlan.h index d334fb343cc6..0becf15aa3f1 100644 --- a/velox/substrait/SubstraitToVeloxPlan.h +++ b/velox/substrait/SubstraitToVeloxPlan.h @@ -19,33 +19,47 @@ #include "velox/connectors/hive/HiveConnector.h" #include "velox/core/PlanNode.h" #include "velox/substrait/SubstraitToVeloxExpr.h" +#include "velox/substrait/TypeUtils.h" namespace facebook::velox::substrait { +struct SplitInfo { + /// Whether the split comes from arrow array stream node. + bool isStream = false; + + /// The Partition index. + u_int32_t partitionIndex; + + /// The file paths to be scanned. + std::vector paths; + + /// The file starts in the scan. + std::vector starts; + + /// The lengths to be scanned. + std::vector lengths; + + /// The file format of the files to be scanned. + dwio::common::FileFormat format; +}; /// This class is used to convert the Substrait plan into Velox plan. class SubstraitVeloxPlanConverter { public: - explicit SubstraitVeloxPlanConverter(memory::MemoryPool* pool) - : pool_(pool) {} - struct SplitInfo { - /// The Partition index. - u_int32_t partitionIndex; + SubstraitVeloxPlanConverter( + memory::MemoryPool* pool, + bool validationMode = false) + : pool_(pool), validationMode_(validationMode) {} + /// Used to convert Substrait ExpandRel into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::ExpandRel& sExpand); - /// The file paths to be scanned. - std::vector paths; + /// Used to convert Substrait SortRel into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::WindowRel& sWindow); - /// The file starts in the scan. - std::vector starts; + /// Used to convert Substrait JoinRel into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::JoinRel& sJoin); - /// The lengths to be scanned. - std::vector lengths; - - /// The file format of the files to be scanned. - dwio::common::FileFormat format; - }; - - /// Convert Substrait AggregateRel into Velox PlanNode. - core::PlanNodePtr toVeloxPlan(const ::substrait::AggregateRel& aggRel); + /// Used to convert Substrait AggregateRel into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::AggregateRel& sAgg); /// Convert Substrait ProjectRel into Velox PlanNode. core::PlanNodePtr toVeloxPlan(const ::substrait::ProjectRel& projectRel); @@ -53,14 +67,6 @@ class SubstraitVeloxPlanConverter { /// Convert Substrait FilterRel into Velox PlanNode. core::PlanNodePtr toVeloxPlan(const ::substrait::FilterRel& filterRel); - /// Convert Substrait ReadRel into Velox PlanNode. - /// Index: the index of the partition this item belongs to. - /// Starts: the start positions in byte to read from the items. - /// Lengths: the lengths in byte to read from the items. - core::PlanNodePtr toVeloxPlan( - const ::substrait::ReadRel& readRel, - std::shared_ptr& splitInfo); - /// Convert Substrait FetchRel into Velox LimitNode or TopNNode according the /// different input of fetchRel. core::PlanNodePtr toVeloxPlan(const ::substrait::FetchRel& fetchRel); @@ -70,27 +76,34 @@ class SubstraitVeloxPlanConverter { const ::substrait::ReadRel& readRel, const RowTypePtr& type); - /// Convert Substrait Rel into Velox PlanNode. - core::PlanNodePtr toVeloxPlan(const ::substrait::Rel& rel); - - /// Convert Substrait RelRoot into Velox PlanNode. - core::PlanNodePtr toVeloxPlan(const ::substrait::RelRoot& root); - /// Convert Substrait SortRel into Velox OrderByNode. core::PlanNodePtr toVeloxPlan(const ::substrait::SortRel& sortRel); - /// Convert Substrait Plan into Velox PlanNode. - core::PlanNodePtr toVeloxPlan(const ::substrait::Plan& substraitPlan); - /// Check the Substrait type extension only has one unknown extension. bool checkTypeExtension(const ::substrait::Plan& substraitPlan); - /// Construct the function map between the index and the Substrait function - /// name. + /// Convert Substrait ReadRel into Velox PlanNode. + /// Index: the index of the partition this item belongs to. + /// Starts: the start positions in byte to read from the items. + /// Lengths: the lengths in byte to read from the items. + core::PlanNodePtr toVeloxPlan(const ::substrait::ReadRel& sRead); + + /// Used to convert Substrait Rel into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::Rel& sRel); + + /// Used to convert Substrait RelRoot into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::RelRoot& sRoot); + + /// Used to convert Substrait Plan into Velox PlanNode. + core::PlanNodePtr toVeloxPlan(const ::substrait::Plan& substraitPlan); + + /// Used to construct the function map between the index + /// and the Substrait function name. Initialize the expression + /// converter based on the constructed function map. void constructFunctionMap(const ::substrait::Plan& substraitPlan); - /// Return the function map used by this plan converter. - const std::unordered_map& getFunctionMap() const { + /// Will return the function map used by this plan converter. + const std::unordered_map& getFunctionMap() { return functionMap_; } @@ -100,13 +113,6 @@ class SubstraitVeloxPlanConverter { return splitInfoMap_; } - /// Looks up a function by ID and returns function name if found. Throws if - /// function with specified ID doesn't exist. Returns a compound - /// function specification consisting of the function name and the input - /// types. The format is as follows: :__..._ - const std::string& findFunction(uint64_t id) const; - /// Integrate Substrait emit feature. Here a given 'substrait::RelCommon' /// is passed and check if emit is defined for this relation. Basically a /// ProjectNode is added on top of 'noEmitNode' to represent output order @@ -116,30 +122,204 @@ class SubstraitVeloxPlanConverter { const ::substrait::RelCommon& relCommon, const core::PlanNodePtr& noEmitNode); - private: - /// Returns unique ID to use for plan node. Produces sequential numbers - /// starting from zero. - std::string nextPlanNodeId(); + /// Used to insert certain plan node as input. The plan node + /// id will start from the setted one. + void insertInputNode( + uint64_t inputIdx, + const std::shared_ptr& inputNode, + int planNodeId) { + inputNodesMap_[inputIdx] = inputNode; + planNodeId_ = planNodeId; + } - /// Used to convert Substrait Filter into Velox SubfieldFilters which will - /// be used in TableScan. - connector::hive::SubfieldFilters toVeloxFilter( - const std::vector& inputNameList, - const std::vector& inputTypeList, - const ::substrait::Expression& substraitFilter); + /// Used to check if ReadRel specifies an input of stream. + /// If yes, the index of input stream will be returned. + /// If not, -1 will be returned. + int32_t streamIsInput(const ::substrait::ReadRel& sRel); /// Multiple conditions are connected to a binary tree structure with /// the relation key words, including AND, OR, and etc. Currently, only /// AND is supported. This function is used to extract all the Substrait /// conditions in the binary tree structure into a vector. void flattenConditions( - const ::substrait::Expression& substraitFilter, - std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions); + const ::substrait::Expression& sFilter, + std::vector<::substrait::Expression_ScalarFunction>& scalarFunctions, + std::vector<::substrait::Expression_SingularOrList>& singularOrLists, + std::vector<::substrait::Expression_IfThen>& ifThens); + + /// Used to find the function specification in the constructed function map. + std::string findFuncSpec(uint64_t id); + + /// Extract join keys from joinExpression. + /// joinExpression is a boolean condition that describes whether each record + /// from the left set “match” the record from the right set. The condition + /// must only include the following operations: AND, ==, field references. + /// Field references correspond to the direct output order of the data. + void extractJoinKeys( + const ::substrait::Expression& joinExpression, + std::vector& leftExprs, + std::vector& rightExprs); + + /// Get aggregation step from AggregateRel. + core::AggregationNode::Step toAggregationStep( + const ::substrait::AggregateRel& sAgg); - /// The Substrait parser used to convert Substrait representations into - /// recognizable representations. - std::shared_ptr substraitParser_{ - std::make_shared()}; + private: + /// Range filter recorder for a field is used to make sure only the conditions + /// that can coexist for this field being pushed down with a range filter. + class RangeRecorder { + public: + /// Set the existence of values range and returns whether this condition can + /// coexist with existing conditions for one field. Conditions in OR + /// relation can coexist with each other. + bool setInRange(bool forOrRelation = false) { + if (forOrRelation) { + return true; + } + if (inRange_ || multiRange_ || leftBound_ || rightBound_) { + return false; + } + inRange_ = true; + return true; + } + + /// Set the existence of left bound and returns whether it can coexist with + /// existing conditions for this field. + bool setLeftBound(bool forOrRelation = false) { + if (forOrRelation) { + if (!rightBound_) leftBound_ = true; + return !rightBound_; + } + if (leftBound_ || inRange_ || multiRange_) { + return false; + } + leftBound_ = true; + return true; + } + + /// Set the existence of right bound and returns whether it can coexist with + /// existing conditions for this field. + bool setRightBound(bool forOrRelation = false) { + if (forOrRelation) { + if (!leftBound_) rightBound_ = true; + return !leftBound_; + } + if (rightBound_ || inRange_ || multiRange_) { + return false; + } + rightBound_ = true; + return true; + } + + /// Set the multi-range and returns whether it can coexist with + /// existing conditions for this field. + bool setMultiRange() { + if (inRange_ || multiRange_ || leftBound_ || rightBound_) { + return false; + } + multiRange_ = true; + return true; + } + + /// Set certain existence according to function name and returns whether it + /// can coexist with existing conditions for this field. + bool setCertainRangeForFunction( + const std::string& functionName, + bool reverse = false, + bool forOrRelation = false); + + private: + /// The existence of values range. + bool inRange_ = false; + + /// The existence of left bound. + bool leftBound_ = false; + + /// The existence of right bound. + bool rightBound_ = false; + + /// The existence of multi-range. + bool multiRange_ = false; + }; + + /// Filter info for a column used in filter push down. + class FilterInfo { + public: + // Disable null allow. + void forbidsNull() { + nullAllowed_ = false; + if (!isInitialized_) { + isInitialized_ = true; + } + } + + // Return the initialization status. + bool isInitialized() { + return isInitialized_ ? true : false; + } + + // Add a lower bound to the range. Multiple lower bounds are + // regarded to be in 'or' relation. + void setLower(const std::optional& left, bool isExclusive) { + lowerBounds_.emplace_back(left); + lowerExclusives_.emplace_back(isExclusive); + if (!isInitialized_) { + isInitialized_ = true; + } + } + + // Add a upper bound to the range. Multiple upper bounds are + // regarded to be in 'or' relation. + void setUpper(const std::optional& right, bool isExclusive) { + upperBounds_.emplace_back(right); + upperExclusives_.emplace_back(isExclusive); + if (!isInitialized_) { + isInitialized_ = true; + } + } + + // Set a list of values to be used in the push down of 'in' expression. + void setValues(const std::vector& values) { + for (const auto& value : values) { + valuesVector_.emplace_back(value); + } + if (!isInitialized_) { + isInitialized_ = true; + } + } + + // Set a value for the not(equal) condition. + void setNotValue(const std::optional& notValue) { + notValue_ = notValue; + if (!isInitialized_) { + isInitialized_ = true; + } + } + + // Whether this filter map is initialized. + bool isInitialized_ = false; + + // The null allow. + bool nullAllowed_ = false; + + // If true, left bound will be exclusive. + std::vector lowerExclusives_; + + // If true, right bound will be exclusive. + std::vector upperExclusives_; + + // A value should not be equal to. + std::optional notValue_ = std::nullopt; + + // The lower bounds in 'or' relation. + std::vector> lowerBounds_; + + // The upper bounds in 'or' relation. + std::vector> upperBounds_; + + // The list of values used in 'in' expression. + std::vector valuesVector_; + }; /// Helper Function to convert Substrait sortField to Velox sortingKeys and /// sortingOrders. @@ -151,9 +331,182 @@ class SubstraitVeloxPlanConverter { sortField, const RowTypePtr& inputType); - /// The Expression converter used to convert Substrait representations into - /// Velox expressions. - std::shared_ptr exprConverter_; + /// Returns unique ID to use for plan node. Produces sequential numbers + /// starting from zero. + std::string nextPlanNodeId(); + + /// Returns whether the args of a scalar function being field or + /// field with literal. If yes, extract and set the field index. + bool fieldOrWithLiteral( + const ::google::protobuf::RepeatedPtrField<::substrait::FunctionArgument>& + arguments, + uint32_t& fieldIndex); + + /// Separate the functions to be two parts: + /// subfield functions to be handled by the subfieldFilters in HiveConnector, + /// and remaining functions to be handled by the remainingFilter in + /// HiveConnector. + void separateFilters( + const std::unordered_map>& + rangeRecorders, + const std::vector<::substrait::Expression_ScalarFunction>& + scalarFunctions, + std::vector<::substrait::Expression_ScalarFunction>& subfieldFunctions, + std::vector<::substrait::Expression_ScalarFunction>& remainingFunctions, + const std::vector<::substrait::Expression_SingularOrList>& + singularOrLists, + std::vector<::substrait::Expression_SingularOrList>& subfieldrOrLists, + std::vector<::substrait::Expression_SingularOrList>& remainingrOrLists); + + /// Returns whether a function can be pushed down. + bool canPushdownCommonFunction( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::string& filterName, + uint32_t& fieldIdx); + + /// Returns whether a NOT function can be pushed down. + bool canPushdownNot( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::unordered_map>& + rangeRecorders); + + /// Returns whether a OR function can be pushed down. + bool canPushdownOr( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::unordered_map>& + rangeRecorders); + + /// Returns whether a SingularOrList can be pushed down. + bool canPushdownSingularOrList( + const ::substrait::Expression_SingularOrList& singularOrList, + bool disableIntLike = false); + + /// Returns a set of unique column indices for IN function to be pushed down. + std::unordered_set getInColIndices( + const std::vector<::substrait::Expression_SingularOrList>& + singularOrLists); + + /// Check whether the chidren functions of this scalar function have the same + /// column index. Curretly used to check whether the two chilren functions of + /// 'or' expression are effective on the same column. + bool chidrenFunctionsOnSameField( + const ::substrait::Expression_ScalarFunction& function); + + /// Extract the scalar function, and set the filter info for different types + /// of columns. If reverse is true, the opposite filter info will be set. + void setFilterMap( + const ::substrait::Expression_ScalarFunction& scalarFunction, + const std::vector& inputTypeList, + std::unordered_map>& colInfoMap, + bool reverse = false); + + /// Extract SingularOrList and returns the field index. + uint32_t getColumnIndexFromSingularOrList( + const ::substrait::Expression_SingularOrList& singularOrList); + + /// Extract SingularOrList and set it to the filter info map. + void setSingularListValues( + const ::substrait::Expression_SingularOrList& singularOrList, + std::unordered_map>& colInfoMap); + + /// Set the filter info for a column base on the information + /// extracted from filter condition. + template + void setColInfoMap( + const std::string& filterName, + uint32_t colIdx, + std::optional literalVariant, + bool reverse, + std::unordered_map>& colInfoMap); + + /// Create a multirange to specify the filter 'x != notValue' with: + /// x > notValue or x < notValue. + template + void createNotEqualFilter( + variant notVariant, + bool nullAllowed, + std::vector>& colFilters); + + /// Create a values range to handle in filter. + /// variants: the list of values extracted from the in expression. + /// inputName: the column input name. + template + void setInFilter( + const std::vector& variants, + bool nullAllowed, + const std::string& inputName, + connector::hive::SubfieldFilters& filters); + + /// Set the constructed filters into SubfieldFilters. + /// The FilterType is used to distinguish BigintRange and + /// Filter (the base class). This is needed because BigintMultiRange + /// can only accept the unique ptr of BigintRange as parameter. + template + void setSubfieldFilter( + std::vector> colFilters, + const std::string& inputName, + bool nullAllowed, + connector::hive::SubfieldFilters& filters); + + /// Create the subfield filter based on the constructed filter info. + /// inputName: the input name of a column. + template + void constructSubfieldFilters( + uint32_t colIdx, + const std::string& inputName, + const std::shared_ptr& filterInfo, + connector::hive::SubfieldFilters& filters); + + /// Construct subfield filters according to the pre-set map of filter info. + connector::hive::SubfieldFilters mapToFilters( + const std::vector& inputNameList, + const std::vector& inputTypeList, + std::unordered_map> colInfoMap); + + /// Convert subfield functions into subfieldFilters to + /// be used in Hive Connector. + connector::hive::SubfieldFilters toSubfieldFilters( + const std::vector& inputNameList, + const std::vector& inputTypeList, + const std::vector<::substrait::Expression_ScalarFunction>& + subfieldFunctions, + const std::vector<::substrait::Expression_SingularOrList>& + singularOrLists); + + /// Connect all remaining functions with 'and' relation + /// for the use of remaingFilter in Hive Connector. + core::TypedExprPtr connectWithAnd( + std::vector inputNameList, + std::vector inputTypeList, + const std::vector<::substrait::Expression_ScalarFunction>& + remainingFunctions, + const std::vector<::substrait::Expression_SingularOrList>& + singularOrLists, + const std::vector<::substrait::Expression_IfThen>& ifThens); + + /// Connect the left and right expressions with 'and' relation. + core::TypedExprPtr connectWithAnd( + core::TypedExprPtr leftExpr, + core::TypedExprPtr rightExpr); + + /// Set the phase of Aggregation. + void setPhase( + const ::substrait::AggregateRel& sAgg, + core::AggregationNode::Step& aggStep); + + /// Used to convert AggregateRel into Velox plan node. + /// The output of child node will be used as the input of Aggregation. + std::shared_ptr toVeloxAgg( + const ::substrait::AggregateRel& sAgg, + const std::shared_ptr& childNode, + const core::AggregationNode::Step& aggStep); + + /// Helper function to convert the input of Substrait Rel to Velox Node. + template + core::PlanNodePtr convertSingleInput(T rel) { + VELOX_CHECK(rel.has_input(), "Child Rel is expected here."); + return toVeloxPlan(rel.input()); + } /// The unique identification for each PlanNode. int planNodeId_ = 0; @@ -162,19 +515,30 @@ class SubstraitVeloxPlanConverter { /// name. Will be constructed based on the Substrait representation. std::unordered_map functionMap_; - /// Mapping from leaf plan node ID to splits. + /// The map storing the split stats for each PlanNode. std::unordered_map> splitInfoMap_; + /// The map storing the pre-built plan nodes which can be accessed through + /// index. This map is only used when the computation of a Substrait plan + /// depends on other input nodes. + std::unordered_map> + inputNodesMap_; + + /// The Substrait parser used to convert Substrait representations into + /// recognizable representations. + std::shared_ptr subParser_{ + std::make_shared()}; + + /// The Expression converter used to convert Substrait representations into + /// Velox expressions. + std::shared_ptr exprConverter_; + /// Memory pool. memory::MemoryPool* pool_; - /// Helper function to convert the input of Substrait Rel to Velox Node. - template - core::PlanNodePtr convertSingleInput(T rel) { - VELOX_CHECK(rel.has_input(), "Child Rel is expected here."); - return toVeloxPlan(rel.input()); - } + /// A flag used to specify validation. + bool validationMode_ = false; }; } // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxPlanValidator.cpp b/velox/substrait/SubstraitToVeloxPlanValidator.cpp new file mode 100644 index 000000000000..a5b7cc363ca3 --- /dev/null +++ b/velox/substrait/SubstraitToVeloxPlanValidator.cpp @@ -0,0 +1,912 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "velox/substrait/SubstraitToVeloxPlanValidator.h" +#include "TypeUtils.h" +#include "velox/expression/SignatureBinder.h" +#include "velox/type/Tokenizer.h" + +namespace facebook::velox::substrait { +namespace { +bool validateColNames(const ::substrait::NamedStruct& schema) { + for (auto& name : schema.names()) { + common::Tokenizer token(name); + for (auto i = 0; i < name.size(); i++) { + auto c = name[i]; + if (!token.isUnquotedPathCharacter(c)) { + std::cout << "Illegal column charactor " << c << "in column " << name + << std::endl; + return false; + } + } + } + return true; +} +} // namespace +bool SubstraitToVeloxPlanValidator::validateInputTypes( + const ::substrait::extensions::AdvancedExtension& extension, + std::vector& types) { + // The input type is wrapped in enhancement. + if (!extension.has_enhancement()) { + return false; + } + const auto& enhancement = extension.enhancement(); + ::substrait::Type inputType; + if (!enhancement.UnpackTo(&inputType)) { + return false; + } + if (!inputType.has_struct_()) { + return false; + } + + // Get the input types. + const auto& sTypes = inputType.struct_().types(); + for (const auto& sType : sTypes) { + try { + types.emplace_back(toVeloxType(subParser_->parseType(sType)->type)); + } catch (const VeloxException& err) { + std::cout << "Type is not supported due to:" << err.message() + << std::endl; + return false; + } + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validateRound( + const ::substrait::Expression::ScalarFunction& scalarFunction, + const RowTypePtr& inputType) { + const auto& arguments = scalarFunction.arguments(); + if (arguments.size() < 2) { + return false; + } + if (!arguments[1].value().has_literal()) { + VELOX_FAIL("Round scale is expected."); + } + // Velox has different result with Spark on negative scale. + auto typeCase = arguments[1].value().literal().literal_type_case(); + switch (typeCase) { + case ::substrait::Expression_Literal::LiteralTypeCase::kI32: + return (arguments[1].value().literal().i32() >= 0); + case ::substrait::Expression_Literal::LiteralTypeCase::kI64: + return (arguments[1].value().literal().i64() >= 0); + default: + VELOX_NYI( + "Round scale validation is not supported for type case '{}'", + typeCase); + } +} + +bool SubstraitToVeloxPlanValidator::validateScalarFunction( + const ::substrait::Expression::ScalarFunction& scalarFunction, + const RowTypePtr& inputType) { + const auto& veloxFunction = subParser_->findVeloxFunction( + planConverter_->getFunctionMap(), scalarFunction.function_reference()); + if (veloxFunction == "round") { + return validateRound(scalarFunction, inputType); + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validateLiteral( + const ::substrait::Expression_Literal& literal, + const RowTypePtr& inputType) { + if (literal.has_list() && literal.list().values_size() == 0) { + return false; + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validateCast( + const ::substrait::Expression::Cast& castExpr, + const RowTypePtr& inputType) { + std::vector inputs{ + exprConverter_->toVeloxExpr(castExpr.input(), inputType)}; + + // Casting from some types is not supported. See CastExpr::applyCast. + for (const auto& input : inputs) { + switch (input->type()->kind()) { + case TypeKind::ARRAY: + case TypeKind::MAP: + case TypeKind::ROW: + case TypeKind::VARBINARY: + VLOG(1) << "Invalid input type in casting: " << input->type() << "."; + return false; + default: { + } + } + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validateExpression( + const ::substrait::Expression& expression, + const RowTypePtr& inputType) { + std::shared_ptr veloxExpr; + auto typeCase = expression.rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kScalarFunction: + return validateScalarFunction(expression.scalar_function(), inputType); + case ::substrait::Expression::RexTypeCase::kLiteral: + return validateLiteral(expression.literal(), inputType); + case ::substrait::Expression::RexTypeCase::kCast: + return validateCast(expression.cast(), inputType); + default: + return true; + } +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::FetchRel& fetchRel) { + const auto& extension = fetchRel.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in FetchRel." << std::endl; + return false; + } + + if (fetchRel.offset() < 0 || fetchRel.count() < 0) { + std::cout << "Offset and count should be valid." << std::endl; + return false; + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::ExpandRel& sExpand) { + if (sExpand.has_input() && !validate(sExpand.input())) { + return false; + } + // Get and validate the input types from extension. + if (!sExpand.has_advanced_extension()) { + std::cout << "Input types are expected in ExpandRel." << std::endl; + return false; + } + const auto& extension = sExpand.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in ExpandRel." << std::endl; + return false; + } + + int32_t inputPlanNodeId = 0; + std::vector names; + names.reserve(types.size()); + for (auto colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + // Validate the expand agg expressions. + const auto& aggExprs = sExpand.aggregate_expressions(); + std::vector> expressions; + expressions.reserve(aggExprs.size()); + + try { + for (const auto& expr : aggExprs) { + expressions.emplace_back(exprConverter_->toVeloxExpr(expr, rowType)); + } + // Try to compile the expressions. If there is any unregistered function or + // mismatched type, exception will be thrown. + exec::ExprSet exprSet(std::move(expressions), execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for agg expression in ExpandRel due to:" + << err.message() << std::endl; + return false; + } + + // Validate groupings. + for (const auto& grouping : sExpand.groupings()) { + for (const auto& groupingExpr : grouping.groupsets_expressions()) { + const auto& typeCase = groupingExpr.rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + break; + default: + std::cout << "Only field is supported in groupings." << std::endl; + return false; + } + } + } + // GroupIdNode constructor check + if (sExpand.groupings_size() <= 2) { + LOG(INFO) << "GroupIdNode requires two or more grouping sets."; + return false; + } + + return true; +} + +bool validateBoundType(::substrait::Expression_WindowFunction_Bound boundType) { + switch (boundType.kind_case()) { + case ::substrait::Expression_WindowFunction_Bound::kUnboundedFollowing: + case ::substrait::Expression_WindowFunction_Bound::kUnboundedPreceding: + case ::substrait::Expression_WindowFunction_Bound::kCurrentRow: + break; + default: + std::cout << "The Bound Type is not supported. " + << "\n"; + return false; + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::WindowRel& sWindow) { + if (sWindow.has_input() && !validate(sWindow.input())) { + return false; + } + + // Get and validate the input types from extension. + if (!sWindow.has_advanced_extension()) { + std::cout << "Input types are expected in WindowRel." << std::endl; + return false; + } + const auto& extension = sWindow.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in WindowRel." << std::endl; + return false; + } + + int32_t inputPlanNodeId = 0; + std::vector names; + names.reserve(types.size()); + for (auto colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + // Validate WindowFunction + std::vector funcSpecs; + funcSpecs.reserve(sWindow.measures().size()); + for (const auto& smea : sWindow.measures()) { + try { + const auto& windowFunction = smea.measure(); + funcSpecs.emplace_back( + planConverter_->findFuncSpec(windowFunction.function_reference())); + toVeloxType(subParser_->parseType(windowFunction.output_type())->type); + for (const auto& arg : windowFunction.arguments()) { + auto typeCase = arg.value().rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + case ::substrait::Expression::RexTypeCase::kLiteral: + break; + default: + std::cout << "Only field is supported in window functions." + << std::endl; + return false; + } + } + // Validate BoundType and Frame Type + switch (windowFunction.window_type()) { + case ::substrait::WindowType::ROWS: + case ::substrait::WindowType::RANGE: + break; + default: + VELOX_FAIL( + "the window type only support ROWS and RANGE, and the input type is ", + windowFunction.window_type()); + } + + bool boundTypeSupported = + validateBoundType(windowFunction.upper_bound()) && + validateBoundType(windowFunction.lower_bound()); + if (!boundTypeSupported) { + return false; + } + } catch (const VeloxException& err) { + std::cout << "Validation failed for window function due to: " + << err.message() << std::endl; + return false; + } + } + + // Validate groupby expression + const auto& groupByExprs = sWindow.partition_expressions(); + std::vector> expressions; + expressions.reserve(groupByExprs.size()); + try { + for (const auto& expr : groupByExprs) { + auto expression = exprConverter_->toVeloxExpr(expr, rowType); + auto expr_field = + dynamic_cast(expression.get()); + if (expr_field == nullptr) { + std::cout + << "Only field is supported for partition key in Window Operator!" + << std::endl; + return false; + } else { + expressions.emplace_back(expression); + } + } + // Try to compile the expressions. If there is any unregistred funciton or + // mismatched type, exception will be thrown. + exec::ExprSet exprSet(std::move(expressions), execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in ProjectRel due to:" + << err.message() << std::endl; + return false; + } + + // Validate Sort expression + const auto& sorts = sWindow.sorts(); + for (const auto& sort : sorts) { + switch (sort.direction()) { + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_FIRST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_LAST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_FIRST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_LAST: + break; + default: + return false; + } + + if (sort.has_expr()) { + try { + auto expression = exprConverter_->toVeloxExpr(sort.expr(), rowType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the sorting key in Sort Operator only support field") + + exec::ExprSet exprSet({std::move(expression)}, execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in SortRel due to:" + << err.message() << std::endl; + return false; + } + } + } + + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::SortRel& sSort) { + if (sSort.has_input() && !validate(sSort.input())) { + return false; + } + // Get and validate the input types from extension. + if (!sSort.has_advanced_extension()) { + std::cout << "Input types are expected in SortRel." << std::endl; + return false; + } + const auto& extension = sSort.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in SortRel." << std::endl; + return false; + } + + int32_t inputPlanNodeId = 0; + std::vector names; + names.reserve(types.size()); + for (auto colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + const auto& sorts = sSort.sorts(); + for (const auto& sort : sorts) { + switch (sort.direction()) { + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_FIRST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_ASC_NULLS_LAST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_FIRST: + case ::substrait::SortField_SortDirection_SORT_DIRECTION_DESC_NULLS_LAST: + break; + default: + return false; + } + + if (sort.has_expr()) { + try { + auto expression = exprConverter_->toVeloxExpr(sort.expr(), rowType); + auto expr_field = + dynamic_cast(expression.get()); + VELOX_CHECK( + expr_field != nullptr, + " the sorting key in Sort Operator only support field") + + exec::ExprSet exprSet({std::move(expression)}, execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in SortRel due to:" + << err.message() << std::endl; + return false; + } + } + } + + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::ProjectRel& sProject) { + if (sProject.has_input() && !validate(sProject.input())) { + return false; + } + + // Get and validate the input types from extension. + if (!sProject.has_advanced_extension()) { + std::cout << "Input types are expected in ProjectRel." << std::endl; + return false; + } + const auto& extension = sProject.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in ProjectRel." + << std::endl; + return false; + } + + for (auto i = 0; i < types.size(); i++) { + switch (types[i]->kind()) { + case TypeKind::ARRAY: + return false; + default:; + } + } + + int32_t inputPlanNodeId = 0; + // Create the fake input names to be used in row type. + std::vector names; + names.reserve(types.size()); + for (uint32_t colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + // Validate the project expressions. + const auto& projectExprs = sProject.expressions(); + std::vector> expressions; + expressions.reserve(projectExprs.size()); + try { + for (const auto& expr : projectExprs) { + if (!validateExpression(expr, rowType)) { + return false; + } + expressions.emplace_back(exprConverter_->toVeloxExpr(expr, rowType)); + } + // Try to compile the expressions. If there is any unregistered function or + // mismatched type, exception will be thrown. + exec::ExprSet exprSet(std::move(expressions), execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in ProjectRel due to:" + << err.message() << std::endl; + return false; + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::FilterRel& sFilter) { + if (sFilter.has_input() && !validate(sFilter.input())) { + return false; + } + + // Get and validate the input types from extension. + if (!sFilter.has_advanced_extension()) { + std::cout << "Input types are expected in FilterRel." << std::endl; + return false; + } + const auto& extension = sFilter.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in FilterRel." << std::endl; + return false; + } + + int32_t inputPlanNodeId = 0; + // Create the fake input names to be used in row type. + std::vector names; + names.reserve(types.size()); + for (uint32_t colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + std::vector> expressions; + expressions.reserve(1); + try { + expressions.emplace_back( + exprConverter_->toVeloxExpr(sFilter.condition(), rowType)); + // Try to compile the expressions. If there is any unregistered function + // or mismatched type, exception will be thrown. + exec::ExprSet exprSet(std::move(expressions), execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in FilterRel due to:" + << err.message() << std::endl; + return false; + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::JoinRel& sJoin) { + if (sJoin.has_left() && !validate(sJoin.left())) { + return false; + } + if (sJoin.has_right() && !validate(sJoin.right())) { + return false; + } + + if (sJoin.has_advanced_extension() && + subParser_->configSetInOptimization( + sJoin.advanced_extension(), "isSMJ=")) { + switch (sJoin.type()) { + case ::substrait::JoinRel_JoinType_JOIN_TYPE_INNER: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_LEFT: + break; + default: + std::cout << "Sort merge join only support inner and left join" + << std::endl; + return false; + } + } + switch (sJoin.type()) { + case ::substrait::JoinRel_JoinType_JOIN_TYPE_INNER: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_OUTER: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_LEFT: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_RIGHT: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_LEFT_SEMI: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_RIGHT_SEMI: + case ::substrait::JoinRel_JoinType_JOIN_TYPE_ANTI: + break; + default: + return false; + } + + // Validate input types. + if (!sJoin.has_advanced_extension()) { + std::cout << "Input types are expected in JoinRel." << std::endl; + return false; + } + + const auto& extension = sJoin.advanced_extension(); + std::vector types; + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in JoinRel" << std::endl; + return false; + } + + int32_t inputPlanNodeId = 0; + std::vector names; + names.reserve(types.size()); + for (auto colIdx = 0; colIdx < types.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = std::make_shared(std::move(names), std::move(types)); + + if (sJoin.has_expression()) { + std::vector leftExprs, + rightExprs; + try { + planConverter_->extractJoinKeys( + sJoin.expression(), leftExprs, rightExprs); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in JoinRel due to:" + << err.message() << std::endl; + return false; + } + } + + if (sJoin.has_post_join_filter()) { + try { + auto expression = + exprConverter_->toVeloxExpr(sJoin.post_join_filter(), rowType); + exec::ExprSet exprSet({std::move(expression)}, execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for expression in ProjectRel due to:" + << err.message() << std::endl; + return false; + } + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validateAggRelFunctionType( + const ::substrait::AggregateRel& sAgg) { + if (sAgg.measures_size() == 0) { + return true; + } + core::AggregationNode::Step step = planConverter_->toAggregationStep(sAgg); + for (const auto& smea : sAgg.measures()) { + const auto& aggFunction = smea.measure(); + auto funcSpec = + planConverter_->findFuncSpec(aggFunction.function_reference()); + auto funcName = subParser_->getSubFunctionName(funcSpec); + std::vector types; + try { + std::vector funcTypes; + subParser_->getSubFunctionTypes(funcSpec, funcTypes); + types.reserve(funcTypes.size()); + for (auto& type : funcTypes) { + types.emplace_back(toVeloxType(subParser_->parseType(type))); + } + } catch (const VeloxException& err) { + std::cout + << "Validation failed for input type in AggregateRel function due to:" + << err.message() << std::endl; + return false; + } + if (auto signatures = exec::getAggregateFunctionSignatures(funcName)) { + for (const auto& signature : signatures.value()) { + exec::SignatureBinder binder(*signature, types); + if (binder.tryBind()) { + auto resolveType = binder.tryResolveType( + exec::isPartialOutput(step) ? signature->intermediateType() + : signature->returnType()); + if (resolveType == nullptr) { + std::cout + << fmt::format( + "Validation failed for function {} resolve type in AggregateRel.", + funcName) + << std::endl; + return false; + } + return true; + } + } + std::cout + << fmt::format( + "Validation failed for function {} bind in AggregateRel.", + funcName) + << std::endl; + return false; + } + } + std::cout << "Validation failed for function resolve in AggregateRel." + << std::endl; + return false; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::AggregateRel& sAgg) { + if (sAgg.has_input() && !validate(sAgg.input())) { + return false; + } + + // Validate input types. + if (sAgg.has_advanced_extension()) { + std::vector types; + const auto& extension = sAgg.advanced_extension(); + if (!validateInputTypes(extension, types)) { + std::cout << "Validation failed for input types in AggregateRel." + << std::endl; + return false; + } + } + + // Validate groupings. + for (const auto& grouping : sAgg.groupings()) { + for (const auto& groupingExpr : grouping.grouping_expressions()) { + const auto& typeCase = groupingExpr.rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + break; + default: + std::cout << "Only field is supported in groupings." << std::endl; + return false; + } + } + } + + // Validate aggregate functions. + std::vector funcSpecs; + funcSpecs.reserve(sAgg.measures().size()); + for (const auto& smea : sAgg.measures()) { + try { + // Validate the filter expression + if (smea.has_filter()) { + ::substrait::Expression substraitAggMask = smea.filter(); + if (substraitAggMask.ByteSizeLong() > 0) { + auto typeCase = substraitAggMask.rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + break; + default: + std::cout + << "Only field is supported in aggregate filter expression." + << std::endl; + return false; + } + } + } + + const auto& aggFunction = smea.measure(); + const auto& functionSpec = planConverter_->findFuncSpec(aggFunction.function_reference()); + funcSpecs.emplace_back(functionSpec); + toVeloxType(subParser_->parseType(aggFunction.output_type())->type); + // Validate the size of arguments. + if (subParser_->getSubFunctionName(functionSpec) == "count" && + aggFunction.arguments().size() > 1) { + // Count accepts only one argument. + return false; + } + for (const auto& arg : aggFunction.arguments()) { + auto typeCase = arg.value().rex_type_case(); + switch (typeCase) { + case ::substrait::Expression::RexTypeCase::kSelection: + case ::substrait::Expression::RexTypeCase::kLiteral: + break; + default: + std::cout << "Only field is supported in aggregate functions." + << std::endl; + return false; + } + } + } catch (const VeloxException& err) { + std::cout << "Validation failed for aggregate function due to: " + << err.message() << std::endl; + return false; + } + } + + std::unordered_set supportedFuncs = { + "sum", "count", "avg", "min", "max", "stddev_samp", "stddev_pop", + "bloom_filter_agg", "var_samp", "var_pop", "bitwise_and_agg", + "bitwise_or_agg"}; + for (const auto& funcSpec : funcSpecs) { + auto funcName = subParser_->getSubFunctionName(funcSpec); + if (supportedFuncs.find(funcName) == supportedFuncs.end()) { + std::cout << "Validation failed due to " << funcName + << " was not supported in AggregateRel." << std::endl; + return false; + } + } + + if (!validateAggRelFunctionType(sAgg)) { + return false; + } + + // Validate both groupby and aggregates input are empty, which is corner case. + if (sAgg.measures_size() == 0) { + bool hasExpr = false; + for (const auto& grouping : sAgg.groupings()) { + for (const auto& groupingExpr : grouping.grouping_expressions()) { + hasExpr = true; + break; + } + if (hasExpr) { + break; + } + } + if (!hasExpr) { + std::cout + << "Validation failed due to aggregation must specify either grouping keys or aggregates." + << std::endl; + return false; + } + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::ReadRel& sRead) { + try { + planConverter_->toVeloxPlan(sRead); + } catch (const VeloxException& err) { + std::cout << "ReadRel validation failed due to:" << err.message() + << std::endl; + return false; + } + + // Validate filter in ReadRel. + if (sRead.has_filter()) { + std::vector> expressions; + expressions.reserve(1); + + std::vector veloxTypeList; + if (sRead.has_base_schema()) { + const auto& baseSchema = sRead.base_schema(); + auto substraitTypeList = subParser_->parseNamedStruct(baseSchema); + veloxTypeList.reserve(substraitTypeList.size()); + for (const auto& substraitType : substraitTypeList) { + veloxTypeList.emplace_back(toVeloxType(substraitType->type)); + } + } + std::vector names; + int32_t inputPlanNodeId = 0; + names.reserve(veloxTypeList.size()); + for (auto colIdx = 0; colIdx < veloxTypeList.size(); colIdx++) { + names.emplace_back(subParser_->makeNodeName(inputPlanNodeId, colIdx)); + } + auto rowType = + std::make_shared(std::move(names), std::move(veloxTypeList)); + + try { + expressions.emplace_back( + exprConverter_->toVeloxExpr(sRead.filter(), rowType)); + // Try to compile the expressions. If there is any unregistered function + // or mismatched type, exception will be thrown. + exec::ExprSet exprSet(std::move(expressions), execCtx_); + } catch (const VeloxException& err) { + std::cout << "Validation failed for filter expression in ReadRel due to:" + << err.message() << std::endl; + return false; + } + } + if (sRead.has_base_schema()) { + const auto& baseSchema = sRead.base_schema(); + if (!validateColNames(baseSchema)) { + std::cout + << "Validation failed for column name contains illegal charactor." + << std::endl; + return false; + } + } + return true; +} + +bool SubstraitToVeloxPlanValidator::validate(const ::substrait::Rel& sRel) { + if (sRel.has_aggregate()) { + return validate(sRel.aggregate()); + } + if (sRel.has_project()) { + return validate(sRel.project()); + } + if (sRel.has_filter()) { + return validate(sRel.filter()); + } + if (sRel.has_join()) { + return validate(sRel.join()); + } + if (sRel.has_read()) { + return validate(sRel.read()); + } + if (sRel.has_sort()) { + return validate(sRel.sort()); + } + if (sRel.has_expand()) { + return validate(sRel.expand()); + } + if (sRel.has_fetch()) { + return validate(sRel.fetch()); + } + if (sRel.has_window()) { + return validate(sRel.window()); + } + return false; +} + +bool SubstraitToVeloxPlanValidator::validate( + const ::substrait::RelRoot& sRoot) { + if (sRoot.has_input()) { + const auto& sRel = sRoot.input(); + return validate(sRel); + } + return false; +} + +bool SubstraitToVeloxPlanValidator::validate(const ::substrait::Plan& sPlan) { + // Create plan converter and expression converter to help the validation. + planConverter_->constructFunctionMap(sPlan); + exprConverter_ = std::make_shared( + pool_, planConverter_->getFunctionMap()); + + for (const auto& sRel : sPlan.relations()) { + if (sRel.has_root()) { + return validate(sRel.root()); + } + if (sRel.has_rel()) { + return validate(sRel.rel()); + } + } + return false; +} + +} // namespace facebook::velox::substrait diff --git a/velox/substrait/SubstraitToVeloxPlanValidator.h b/velox/substrait/SubstraitToVeloxPlanValidator.h new file mode 100644 index 000000000000..5bb405afe62d --- /dev/null +++ b/velox/substrait/SubstraitToVeloxPlanValidator.h @@ -0,0 +1,120 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#pragma once + +#include "velox/substrait/SubstraitToVeloxPlan.h" + +namespace facebook::velox::substrait { + +/// This class is used to validate whether the computing of +/// a Substrait plan is supported in Velox. +class SubstraitToVeloxPlanValidator { + public: + SubstraitToVeloxPlanValidator( + memory::MemoryPool* pool, + core::ExecCtx* execCtx) + : pool_(pool), execCtx_(execCtx) {} + + /// Used to validate whether the computing of this Limit is supported. + bool validate(const ::substrait::FetchRel& fetchRel); + + /// Used to validate whether the computing of this Sort is supported. + bool validate(const ::substrait::ExpandRel& sExpand); + + /// Used to validate whether the computing of this Sort is supported. + bool validate(const ::substrait::SortRel& sSort); + + /// Used to validate whether the computing of this Window is supported. + bool validate(const ::substrait::WindowRel& sWindow); + + /// Used to validate whether the computing of this Aggregation is supported. + bool validate(const ::substrait::AggregateRel& sAgg); + + /// Used to validate whether the computing of this Project is supported. + bool validate(const ::substrait::ProjectRel& sProject); + + /// Used to validate whether the computing of this Filter is supported. + bool validate(const ::substrait::FilterRel& sFilter); + + /// Used to validate Join. + bool validate(const ::substrait::JoinRel& sJoin); + + /// Used to validate whether the computing of this Read is supported. + bool validate(const ::substrait::ReadRel& sRead); + + /// Used to validate whether the computing of this Rel is supported. + bool validate(const ::substrait::Rel& sRel); + + /// Used to validate whether the computing of this RelRoot is supported. + bool validate(const ::substrait::RelRoot& sRoot); + + /// Used to validate whether the computing of this Plan is supported. + bool validate(const ::substrait::Plan& sPlan); + + private: + /// A memory pool used for function validation. + memory::MemoryPool* pool_; + + /// An execution context used for function validation. + core::ExecCtx* execCtx_; + + /// A converter used to convert Substrait plan into Velox's plan node. + std::shared_ptr planConverter_ = + std::make_shared(pool_, true); + + /// A parser used to convert Substrait plan into recognizable representations. + std::shared_ptr subParser_ = + std::make_shared(); + + /// An expression converter used to convert Substrait representations into + /// Velox expressions. + std::shared_ptr exprConverter_; + + /// Used to get types from advanced extension and validate them. + bool validateInputTypes( + const ::substrait::extensions::AdvancedExtension& extension, + std::vector& types); + + bool validateAggRelFunctionType(const ::substrait::AggregateRel& sAgg); + + /// Validate the round scalar function. + bool validateRound( + const ::substrait::Expression::ScalarFunction& scalarFunction, + const RowTypePtr& inputType); + + /// Validate Substrait scarlar function. + bool validateScalarFunction( + const ::substrait::Expression::ScalarFunction& scalarFunction, + const RowTypePtr& inputType); + + /// Validate Substrait Cast expression. + bool validateCast( + const ::substrait::Expression::Cast& castExpr, + const RowTypePtr& inputType); + + /// Validate Substrait expression. + bool validateExpression( + const ::substrait::Expression& expression, + const RowTypePtr& inputType); + + /// Validate Substrait literal. + bool validateLiteral( + const ::substrait::Expression_Literal& literal, + const RowTypePtr& inputType); +}; + +} // namespace facebook::velox::substrait diff --git a/velox/substrait/TypeUtils.h b/velox/substrait/TypeUtils.h index 3a649eef674c..de78c84e3a3b 100644 --- a/velox/substrait/TypeUtils.h +++ b/velox/substrait/TypeUtils.h @@ -13,7 +13,8 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - +#include "velox/substrait/SubstraitParser.h" +#include "velox/type/Filter.h" #include "velox/type/Type.h" namespace facebook::velox::substrait { @@ -24,4 +25,62 @@ TypePtr toVeloxType(const std::string& typeName); std::string_view getNameBeforeDelimiter( const std::string& compoundName, const std::string& delimiter); +#ifndef RANGETRAITS_H +#define RANGETRAITS_H + +// Traits used to map type kind to the range used in Filter. +template +struct RangeTraits {}; + +template <> +struct RangeTraits { + using RangeType = common::BigintRange; + using MultiRangeType = common::BigintMultiRange; + using NativeType = int8_t; +}; + +template <> +struct RangeTraits { + using RangeType = common::BigintRange; + using MultiRangeType = common::BigintMultiRange; + using NativeType = int16_t; +}; + +template <> +struct RangeTraits { + using RangeType = common::BigintRange; + using MultiRangeType = common::BigintMultiRange; + using NativeType = int32_t; +}; + +template <> +struct RangeTraits { + using RangeType = common::BigintRange; + using MultiRangeType = common::BigintMultiRange; + using NativeType = int64_t; +}; + +template <> +struct RangeTraits { + using RangeType = common::DoubleRange; + using MultiRangeType = common::MultiRange; + using NativeType = double; +}; + +template <> +struct RangeTraits { + using RangeType = common::BytesRange; + using MultiRangeType = common::MultiRange; + using NativeType = std::string; +}; + +template <> +struct RangeTraits { + using RangeType = common::BigintRange; + using MultiRangeType = common::BigintMultiRange; + using NativeType = int32_t; +}; + +#endif /* RANGETRAITS_H */ + } // namespace facebook::velox::substrait diff --git a/velox/substrait/proto/substrait/algebra.proto b/velox/substrait/proto/substrait/algebra.proto index 3913871aca09..636073994f86 100644 --- a/velox/substrait/proto/substrait/algebra.proto +++ b/velox/substrait/proto/substrait/algebra.proto @@ -4,8 +4,9 @@ syntax = "proto3"; package substrait; import "google/protobuf/any.proto"; -import "velox/substrait/proto/substrait/extensions/extensions.proto"; -import "velox/substrait/proto/substrait/type.proto"; +import "google/protobuf/empty.proto"; +import "substrait/extensions/extensions.proto"; +import "substrait/type.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; @@ -168,11 +169,12 @@ message JoinRel { JOIN_TYPE_OUTER = 2; JOIN_TYPE_LEFT = 3; JOIN_TYPE_RIGHT = 4; - JOIN_TYPE_SEMI = 5; - JOIN_TYPE_ANTI = 6; + JOIN_TYPE_LEFT_SEMI = 5; + JOIN_TYPE_RIGHT_SEMI = 6; + JOIN_TYPE_ANTI = 7; // This join is useful for nested sub-queries where we need exactly one tuple in output (or throw exception) // See Section 3.2 of https://15721.courses.cs.cmu.edu/spring2018/papers/16-optimizer2/hyperjoins-btw2017.pdf - JOIN_TYPE_SINGLE = 7; + JOIN_TYPE_SINGLE = 8; } substrait.extensions.AdvancedExtension advanced_extension = 10; @@ -236,6 +238,19 @@ message SortRel { substrait.extensions.AdvancedExtension advanced_extension = 10; } +message WindowRel { + RelCommon common = 1; + Rel input = 2; + repeated Measure measures = 3; + repeated Expression partition_expressions = 4; + repeated SortField sorts = 5; + substrait.extensions.AdvancedExtension advanced_extension = 10; + + message Measure { + Expression.WindowFunction measure = 1; + } +} + // The relational operator capturing simple FILTERs (as in the WHERE clause of SQL) message FilterRel { RelCommon common = 1; @@ -340,6 +355,24 @@ message ExchangeRel { } } +message ExpandRel { + RelCommon common = 1; + Rel input = 2; + + repeated Expression aggregate_expressions = 3; + + // A list of expression grouping that the aggregation measured should be calculated for. + repeated GroupSets groupings = 4; + + message GroupSets { + repeated Expression groupSets_expressions = 1; + } + + string group_name = 5; + + substrait.extensions.AdvancedExtension advanced_extension = 10; +} + // A relation with output field names. // // This is for use at the root of a `Rel` tree. @@ -365,10 +398,11 @@ message Rel { ExtensionMultiRel extension_multi = 10; ExtensionLeafRel extension_leaf = 11; CrossRel cross = 12; - //Physical relations HashJoinRel hash_join = 13; MergeJoinRel merge_join = 14; + ExpandRel expand = 15; + WindowRel window = 16; } } @@ -836,6 +870,9 @@ message Expression { // Optional; defaults to the start of the partition. Bound lower_bound = 5; + string column_name = 12; + WindowType window_type = 13; + // Defines the record relative to the current record up to which the window // extends. The bound is inclusive. If the upper bound indexes a record // less than the lower bound, TODO (null range/no records passed? @@ -867,10 +904,9 @@ message Expression { // Defines that the bound extends to or from the current record. message CurrentRow {} - // Defines an "unbounded bound": for lower bounds this means the start - // of the partition, and for upper bounds this means the end of the - // partition. - message Unbounded {} + message Unbounded_Preceding {} + + message Unbounded_Following {} oneof kind { // The bound extends some number of records behind the current record. @@ -883,10 +919,8 @@ message Expression { // The bound extends to the current record. CurrentRow current_row = 3; - // The bound extends to the start of the partition or the end of the - // partition, depending on whether this represents the upper or lower - // bound. - Unbounded unbounded = 4; + Unbounded_Preceding unbounded_preceding = 4; + Unbounded_Following unbounded_following = 5; } } } @@ -1224,6 +1258,11 @@ enum AggregationPhase { AGGREGATION_PHASE_INTERMEDIATE_TO_RESULT = 4; } +enum WindowType { + ROWS = 0; + RANGE = 1; +} + // An aggregate function. message AggregateFunction { // Points to a function_anchor defined in this plan, which must refer diff --git a/velox/substrait/proto/substrait/extended_expression.proto b/velox/substrait/proto/substrait/extended_expression.proto index 1c88b384edca..5d1152055930 100644 --- a/velox/substrait/proto/substrait/extended_expression.proto +++ b/velox/substrait/proto/substrait/extended_expression.proto @@ -3,10 +3,10 @@ syntax = "proto3"; package substrait; -import "velox/substrait/proto/substrait/algebra.proto"; -import "velox/substrait/proto/substrait/extensions/extensions.proto"; -import "velox/substrait/proto/substrait/plan.proto"; -import "velox/substrait/proto/substrait/type.proto"; +import "substrait/algebra.proto"; +import "substrait/extensions/extensions.proto"; +import "substrait/plan.proto"; +import "substrait/type.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; diff --git a/velox/substrait/proto/substrait/function.proto b/velox/substrait/proto/substrait/function.proto index 1fc0376f6625..123f4a1bf749 100644 --- a/velox/substrait/proto/substrait/function.proto +++ b/velox/substrait/proto/substrait/function.proto @@ -3,9 +3,9 @@ syntax = "proto3"; package substrait; -import "velox/substrait/proto/substrait/parameterized_types.proto"; -import "velox/substrait/proto/substrait/type.proto"; -import "velox/substrait/proto/substrait/type_expressions.proto"; +import "substrait/parameterized_types.proto"; +import "substrait/type.proto"; +import "substrait/type_expressions.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; diff --git a/velox/substrait/proto/substrait/parameterized_types.proto b/velox/substrait/proto/substrait/parameterized_types.proto index 9408101c548e..db0669354fa2 100644 --- a/velox/substrait/proto/substrait/parameterized_types.proto +++ b/velox/substrait/proto/substrait/parameterized_types.proto @@ -3,7 +3,7 @@ syntax = "proto3"; package substrait; -import "velox/substrait/proto/substrait/type.proto"; +import "substrait/type.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; diff --git a/velox/substrait/proto/substrait/plan.proto b/velox/substrait/proto/substrait/plan.proto index 71590a63b531..e5657fb8f1ef 100644 --- a/velox/substrait/proto/substrait/plan.proto +++ b/velox/substrait/proto/substrait/plan.proto @@ -3,8 +3,8 @@ syntax = "proto3"; package substrait; -import "velox/substrait/proto/substrait/algebra.proto"; -import "velox/substrait/proto/substrait/extensions/extensions.proto"; +import "substrait/algebra.proto"; +import "substrait/extensions/extensions.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; diff --git a/velox/substrait/proto/substrait/type.proto b/velox/substrait/proto/substrait/type.proto index a7f1c665db30..ac273e3978f1 100644 --- a/velox/substrait/proto/substrait/type.proto +++ b/velox/substrait/proto/substrait/type.proto @@ -226,4 +226,13 @@ message NamedStruct { // list of names in dfs order repeated string names = 1; Type.Struct struct = 2; + PartitionColumns partition_columns = 3; +} + +message PartitionColumns { + repeated ColumnType column_type = 1; + enum ColumnType { + NORMAL_COL = 0; + PARTITION_COL = 1; + } } diff --git a/velox/substrait/proto/substrait/type_expressions.proto b/velox/substrait/proto/substrait/type_expressions.proto index 59782d5230ff..4be4aab47d40 100644 --- a/velox/substrait/proto/substrait/type_expressions.proto +++ b/velox/substrait/proto/substrait/type_expressions.proto @@ -3,7 +3,7 @@ syntax = "proto3"; package substrait; -import "velox/substrait/proto/substrait/type.proto"; +import "substrait/type.proto"; option csharp_namespace = "Substrait.Protobuf"; option go_package = "github.com/substrait-io/substrait-go/proto"; diff --git a/velox/substrait/tests/CMakeLists.txt b/velox/substrait/tests/CMakeLists.txt index 41e1d9b6a693..f47b5fb12d0e 100644 --- a/velox/substrait/tests/CMakeLists.txt +++ b/velox/substrait/tests/CMakeLists.txt @@ -16,6 +16,7 @@ add_executable( velox_plan_conversion_test Substrait2VeloxPlanConversionTest.cpp Substrait2VeloxValuesNodeConversionTest.cpp + Substrait2VeloxPlanValidatorTest.cpp FunctionTest.cpp JsonToProtoConverter.cpp VeloxSubstraitRoundTripTest.cpp diff --git a/velox/substrait/tests/FunctionTest.cpp b/velox/substrait/tests/FunctionTest.cpp index db79d1ea189f..97d3bd74fb0f 100644 --- a/velox/substrait/tests/FunctionTest.cpp +++ b/velox/substrait/tests/FunctionTest.cpp @@ -94,31 +94,31 @@ TEST_F(FunctionTest, constructFunctionMap) { auto functionMap = planConverter_->getFunctionMap(); ASSERT_EQ(functionMap.size(), 9); - std::string function = planConverter_->findFunction(1); + std::string function = planConverter_->findFuncSpec(1); ASSERT_EQ(function, "lte:fp64_fp64"); - function = planConverter_->findFunction(2); + function = planConverter_->findFuncSpec(2); ASSERT_EQ(function, "and:bool_bool"); - function = planConverter_->findFunction(3); + function = planConverter_->findFuncSpec(3); ASSERT_EQ(function, "subtract:opt_fp64_fp64"); - function = planConverter_->findFunction(4); + function = planConverter_->findFuncSpec(4); ASSERT_EQ(function, "multiply:opt_fp64_fp64"); - function = planConverter_->findFunction(5); + function = planConverter_->findFuncSpec(5); ASSERT_EQ(function, "add:opt_fp64_fp64"); - function = planConverter_->findFunction(6); + function = planConverter_->findFuncSpec(6); ASSERT_EQ(function, "sum:opt_fp64"); - function = planConverter_->findFunction(7); + function = planConverter_->findFuncSpec(7); ASSERT_EQ(function, "count:opt_fp64"); - function = planConverter_->findFunction(8); + function = planConverter_->findFuncSpec(8); ASSERT_EQ(function, "count:opt_i32"); - function = planConverter_->findFunction(9); + function = planConverter_->findFuncSpec(9); ASSERT_EQ(function, "is_not_null:fp64"); } @@ -203,3 +203,28 @@ TEST_F(FunctionTest, setVectorFromVariants) { "0 00:00:08.875", resultVec->asFlatVector()->valueAt(1).toString()); } + +TEST_F(FunctionTest, streamIsInput) { + std::string planPath = + getDataFilePath("velox/substrait/tests", "data/read_second_stage.json"); + ::substrait::Rel substraitRel; + JsonToProtoConverter::readFromFile(planPath, substraitRel); + int index = planConverter_->streamIsInput(substraitRel.read()); + ASSERT_EQ(index, 0); +} + +TEST_F(FunctionTest, getFunctionType) { + std::vector types; + substraitParser_->getSubFunctionTypes("sum:opt_i32", types); + ASSERT_EQ("i32", types[0]); + + types.clear(); + substraitParser_->getSubFunctionTypes("sum:i32", types); + ASSERT_EQ("i32", types[0]); + + types.clear(); + substraitParser_->getSubFunctionTypes("sum:opt_str_str", types); + ASSERT_EQ(2, types.size()); + ASSERT_EQ("str", types[0]); + ASSERT_EQ("str", types[1]); +} diff --git a/velox/substrait/tests/PlanConversionTest.cpp b/velox/substrait/tests/PlanConversionTest.cpp new file mode 100644 index 000000000000..014da7f5738d --- /dev/null +++ b/velox/substrait/tests/PlanConversionTest.cpp @@ -0,0 +1,599 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include +#include +#include + +#include "velox/common/base/tests/Fs.h" +#include "velox/common/base/tests/GTestUtils.h" +#include "velox/connectors/hive/HiveConnector.h" +#include "velox/connectors/hive/HiveConnectorSplit.h" +#include "velox/dwio/common/Options.h" +#include "velox/dwio/dwrf/test/utils/DataFiles.h" +#include "velox/exec/PartitionedOutputBufferManager.h" +#include "velox/exec/tests/utils/Cursor.h" +#include "velox/exec/tests/utils/HiveConnectorTestBase.h" +#include "velox/exec/tests/utils/PlanBuilder.h" +#include "velox/exec/tests/utils/TempDirectoryPath.h" +#include "velox/functions/prestosql/aggregates/AverageAggregate.h" +#include "velox/functions/prestosql/aggregates/CountAggregate.h" +#include "velox/functions/sparksql/Register.h" +#include "velox/substrait/SubstraitToVeloxPlan.h" +#include "velox/type/Type.h" +#include "velox/type/tests/FilterBuilder.h" +#include "velox/type/tests/SubfieldFiltersBuilder.h" + +using namespace facebook::velox; +using namespace facebook::velox::connector::hive; +using namespace facebook::velox::exec; +using namespace facebook::velox::common::test; +using namespace facebook::velox::exec::test; + +class PlanConversionTest : public virtual HiveConnectorTestBase, + public testing::WithParamInterface { + protected: + class VeloxConverter { + public: + // This class is an iterator for Velox computing. + class WholeComputeResultIterator { + public: + WholeComputeResultIterator( + const std::shared_ptr& planNode, + u_int32_t index, + const std::vector& paths, + const std::vector& starts, + const std::vector& lengths, + const dwio::common::FileFormat& format) + : planNode_(planNode), + index_(index), + paths_(paths), + starts_(starts), + lengths_(lengths), + format_(format) { + // Construct the splits. + std::vector> + connectorSplits; + connectorSplits.reserve(paths.size()); + for (int idx = 0; idx < paths.size(); idx++) { + auto path = paths[idx]; + auto start = starts[idx]; + auto length = lengths[idx]; + auto split = std::make_shared< + facebook::velox::connector::hive::HiveConnectorSplit>( + facebook::velox::exec::test::kHiveConnectorId, + path, + format, + start, + length); + connectorSplits.emplace_back(split); + } + splits_.reserve(connectorSplits.size()); + for (const auto& connectorSplit : connectorSplits) { + splits_.emplace_back(exec::Split(folly::copy(connectorSplit), -1)); + } + + params_.planNode = planNode; + cursor_ = std::make_unique(params_); + addSplits_ = [&](Task* task) { + if (noMoreSplits_) { + return; + } + for (auto& split : splits_) { + task->addSplit("0", std::move(split)); + } + task->noMoreSplits("0"); + noMoreSplits_ = true; + }; + } + + bool HasNext() { + if (!mayHasNext_) { + return false; + } + if (numRows_ > 0) { + return true; + } else { + addSplits_(cursor_->task().get()); + if (cursor_->moveNext()) { + result_ = cursor_->current(); + numRows_ += result_->size(); + return true; + } else { + mayHasNext_ = false; + return false; + } + } + } + + RowVectorPtr Next() { + numRows_ = 0; + return result_; + } + + private: + const std::shared_ptr planNode_; + std::unique_ptr cursor_; + exec::test::CursorParameters params_; + std::vector splits_; + bool noMoreSplits_ = false; + std::function addSplits_; + u_int32_t index_; + std::vector paths_; + std::vector starts_; + std::vector lengths_; + dwio::common::FileFormat format_; + uint64_t numRows_ = 0; + bool mayHasNext_ = true; + RowVectorPtr result_; + }; + + // This method will resume the Substrait plan from Json file, + // and convert it into Velox PlanNode. A result iterator for + // Velox computing will be returned. + std::shared_ptr getResIter( + const std::string& subPlanPath) { + // Read json file and resume the Substrait plan. + std::ifstream subJson(subPlanPath); + std::stringstream buffer; + buffer << subJson.rdbuf(); + std::string subData = buffer.str(); + ::substrait::Plan subPlan; + google::protobuf::util::JsonStringToMessage(subData, &subPlan); + + auto planConverter = std::make_shared< + facebook::velox::substrait::SubstraitVeloxPlanConverter>( + memoryPool_.get()); + // Convert to Velox PlanNode. + auto planNode = planConverter->toVeloxPlan(subPlan); + + auto splitInfos = planConverter->splitInfos(); + auto leafPlanNodeIds = planNode->leafPlanNodeIds(); + // Here only one leaf node is expected here. + EXPECT_EQ(1, leafPlanNodeIds.size()); + auto iter = leafPlanNodeIds.begin(); + auto splitInfo = splitInfos[*iter].get(); + + // Get the information for TableScan. + u_int32_t partitionIndex = splitInfo->partitionIndex; + std::vector paths = splitInfo->paths; + + // In test, need to get the absolute path of the generated ORC file. + auto tempPath = getTmpDirPath(); + std::vector absolutePaths; + absolutePaths.reserve(paths.size()); + + for (const auto& path : paths) { + absolutePaths.emplace_back(fmt::format("file://{}{}", tempPath, path)); + } + + std::vector starts = splitInfo->starts; + std::vector lengths = splitInfo->lengths; + auto format = splitInfo->format; + // Construct the result iterator. + auto resIter = std::make_shared( + planNode, partitionIndex, absolutePaths, starts, lengths, format); + return resIter; + } + + std::string getTmpDirPath() const { + return tmpDir_->path; + } + + std::shared_ptr tmpDir_{ + exec::test::TempDirectoryPath::create()}; + + private: + std::unique_ptr memoryPool_{ + memory::getDefaultScopedMemoryPool()}; + }; + + void SetUp() override { + useAsyncCache_ = GetParam(); + HiveConnectorTestBase::SetUp(); + + aggregate::registerSumAggregate("sum"); + aggregate::registerAverageAggregate("avg"); + aggregate::registerCountAggregate("count"); + } + + static void SetUpTestCase() { + HiveConnectorTestBase::SetUpTestCase(); + } + + std::vector makeVectors( + int32_t count, + int32_t rowsPerVector, + const std::shared_ptr& rowType) { + return HiveConnectorTestBase::makeVectors(rowType, count, rowsPerVector); + } + + std::unique_ptr pool_{ + facebook::velox::memory::getDefaultScopedMemoryPool()}; + + // This method can be used to create a Fixed-width type of Vector without Null + // values. + template + VectorPtr createSpecificScalar( + size_t size, + std::vector vals, + memory::MemoryPool* pool) { + facebook::velox::BufferPtr values = AlignedBuffer::allocate(size, pool); + auto valuesPtr = values->asMutableRange(); + facebook::velox::BufferPtr nulls = nullptr; + for (size_t i = 0; i < size; ++i) { + valuesPtr[i] = vals[i]; + } + return std::make_shared>( + pool, nulls, size, values, std::vector{}); + } + + // This method can be used to create a String type of Vector without Null + // values. + VectorPtr createSpecificStringVector( + size_t size, + std::vector vals, + memory::MemoryPool* pool) { + auto vector = BaseVector::create(VARCHAR(), size, pool); + auto flatVector = vector->asFlatVector(); + + size_t childSize = 0; + std::vector lengths(size); + size_t nullCount = 0; + for (size_t i = 0; i < size; ++i) { + auto notNull = true; + vector->setNull(i, !notNull); + auto len = vals[i].size(); + lengths[i] = len; + childSize += len; + } + vector->setNullCount(0); + + BufferPtr buf = AlignedBuffer::allocate(childSize, pool); + char* bufPtr = buf->asMutable(); + char* dest = bufPtr; + for (size_t i = 0; i < size; ++i) { + std::string str = vals[i]; + const char* chr = str.c_str(); + auto length = str.size(); + memcpy(dest, chr, length); + dest = dest + length; + } + size_t offset = 0; + for (size_t i = 0; i < size; ++i) { + if (!vector->isNullAt(i)) { + flatVector->set( + i, facebook::velox::StringView(bufPtr + offset, lengths[i])); + offset += lengths[i]; + } + } + return vector; + } + + void genLineitemORC(const std::shared_ptr& veloxConverter) { + auto type = + ROW({"l_orderkey", + "l_partkey", + "l_suppkey", + "l_linenumber", + "l_quantity", + "l_extendedprice", + "l_discount", + "l_tax", + "l_returnflag", + "l_linestatus", + "l_shipdate", + "l_commitdate", + "l_receiptdate", + "l_shipinstruct", + "l_shipmode", + "l_comment"}, + {BIGINT(), + BIGINT(), + BIGINT(), + INTEGER(), + DOUBLE(), + DOUBLE(), + DOUBLE(), + DOUBLE(), + VARCHAR(), + VARCHAR(), + DOUBLE(), + DOUBLE(), + DOUBLE(), + VARCHAR(), + VARCHAR(), + VARCHAR()}); + + std::vector vectors; + // TPC-H lineitem table has 16 columns. + int colNum = 16; + vectors.reserve(colNum); + std::vector lOrderkeyData = { + 4636438147, + 2012485446, + 1635327427, + 8374290148, + 2972204230, + 8001568994, + 989963396, + 2142695974, + 6354246853, + 4141748419}; + vectors.emplace_back( + createSpecificScalar(10, lOrderkeyData, pool_.get())); + std::vector lPartkeyData = { + 263222018, + 255918298, + 143549509, + 96877642, + 201976875, + 196938305, + 100260625, + 273511608, + 112999357, + 299103530}; + vectors.emplace_back( + createSpecificScalar(10, lPartkeyData, pool_.get())); + std::vector lSuppkeyData = { + 2102019, + 13998315, + 12989528, + 4717643, + 9976902, + 12618306, + 11940632, + 871626, + 1639379, + 3423588}; + vectors.emplace_back( + createSpecificScalar(10, lSuppkeyData, pool_.get())); + std::vector lLinenumberData = {4, 6, 1, 5, 1, 2, 1, 5, 2, 6}; + vectors.emplace_back( + createSpecificScalar(10, lLinenumberData, pool_.get())); + std::vector lQuantityData = { + 6.0, 1.0, 19.0, 4.0, 6.0, 12.0, 23.0, 11.0, 16.0, 19.0}; + vectors.emplace_back( + createSpecificScalar(10, lQuantityData, pool_.get())); + std::vector lExtendedpriceData = { + 30586.05, + 7821.0, + 1551.33, + 30681.2, + 1941.78, + 66673.0, + 6322.44, + 41754.18, + 8704.26, + 63780.36}; + vectors.emplace_back( + createSpecificScalar(10, lExtendedpriceData, pool_.get())); + std::vector lDiscountData = { + 0.05, 0.06, 0.01, 0.07, 0.05, 0.06, 0.07, 0.05, 0.06, 0.07}; + vectors.emplace_back( + createSpecificScalar(10, lDiscountData, pool_.get())); + std::vector lTaxData = { + 0.02, 0.03, 0.01, 0.0, 0.01, 0.01, 0.03, 0.07, 0.01, 0.04}; + vectors.emplace_back( + createSpecificScalar(10, lTaxData, pool_.get())); + std::vector lReturnflagData = { + "N", "A", "A", "R", "A", "N", "A", "A", "N", "R"}; + vectors.emplace_back( + createSpecificStringVector(10, lReturnflagData, pool_.get())); + std::vector lLinestatusData = { + "O", "F", "F", "F", "F", "O", "F", "F", "O", "F"}; + vectors.emplace_back( + createSpecificStringVector(10, lLinestatusData, pool_.get())); + std::vector lShipdateNewData = { + 8953.666666666666, + 8773.666666666666, + 9034.666666666666, + 8558.666666666666, + 9072.666666666666, + 8864.666666666666, + 9004.666666666666, + 8778.666666666666, + 9013.666666666666, + 8832.666666666666}; + vectors.emplace_back( + createSpecificScalar(10, lShipdateNewData, pool_.get())); + std::vector lCommitdateNewData = { + 10447.666666666666, + 8953.666666666666, + 8325.666666666666, + 8527.666666666666, + 8438.666666666666, + 10049.666666666666, + 9036.666666666666, + 8666.666666666666, + 9519.666666666666, + 9138.666666666666}; + vectors.emplace_back( + createSpecificScalar(10, lCommitdateNewData, pool_.get())); + std::vector lReceiptdateNewData = { + 10456.666666666666, + 8979.666666666666, + 8299.666666666666, + 8474.666666666666, + 8525.666666666666, + 9996.666666666666, + 9103.666666666666, + 8726.666666666666, + 9593.666666666666, + 9178.666666666666}; + vectors.emplace_back( + createSpecificScalar(10, lReceiptdateNewData, pool_.get())); + std::vector lShipinstructData = { + "COLLECT COD", + "NONE", + "TAKE BACK RETURN", + "NONE", + "TAKE BACK RETURN", + "NONE", + "DELIVER IN PERSON", + "DELIVER IN PERSON", + "TAKE BACK RETURN", + "NONE"}; + vectors.emplace_back( + createSpecificStringVector(10, lShipinstructData, pool_.get())); + std::vector lShipmodeData = { + "FOB", + "REG AIR", + "MAIL", + "FOB", + "RAIL", + "SHIP", + "REG AIR", + "REG AIR", + "TRUCK", + "AIR"}; + vectors.emplace_back( + createSpecificStringVector(10, lShipmodeData, pool_.get())); + std::vector lCommentData = { + " the furiously final foxes. quickly final p", + "thely ironic", + "ate furiously. even, pending pinto bean", + "ackages af", + "odolites. slyl", + "ng the regular requests sleep above", + "lets above the slyly ironic theodolites sl", + "lyly regular excuses affi", + "lly unusual theodolites grow slyly above", + " the quickly ironic pains lose car"}; + vectors.emplace_back( + createSpecificStringVector(10, lCommentData, pool_.get())); + + // Batches has only one RowVector here. + uint64_t nullCount = 0; + std::vector batches{std::make_shared( + pool_.get(), type, nullptr, 10, vectors, nullCount)}; + + // Writes data into an ORC file. + auto sink = std::make_unique( + veloxConverter->getTmpDirPath() + "/mock_lineitem.orc"); + auto config = std::make_shared(); + const int64_t writerMemoryCap = std::numeric_limits::max(); + facebook::velox::dwrf::WriterOptions options; + options.config = config; + options.schema = type; + options.memoryBudget = writerMemoryCap; + options.flushPolicyFactory = nullptr; + options.layoutPlannerFactory = nullptr; + auto writer = std::make_unique( + options, + std::move(sink), + facebook::velox::memory::getProcessDefaultMemoryManager().getRoot()); + for (size_t i = 0; i < batches.size(); ++i) { + writer->write(batches[i]); + } + writer->close(); + } + + // Used to find the Velox path according current path. + std::string getVeloxPath() { + std::string veloxPath; + std::string currentPath = fs::current_path().c_str(); + size_t pos = 0; + + if ((pos = currentPath.find("project")) != std::string::npos) { + // In Github test, the Velox home is /root/project. + veloxPath = currentPath.substr(0, pos) + "project"; + } else if ((pos = currentPath.find("velox")) != std::string::npos) { + veloxPath = currentPath.substr(0, pos) + "velox"; + } else if ((pos = currentPath.find("fbcode")) != std::string::npos) { + veloxPath = currentPath; + } else { + throw std::runtime_error("Current path is not a valid Velox path."); + } + return veloxPath; + } +}; + +// This test will firstly generate mock TPC-H lineitem ORC file. Then, Velox's +// computing will be tested based on the generated ORC file. +// Input: Json file of the Substrait plan for the first stage of below modified +// TPC-H Q6 query: +// +// select sum(l_extendedprice*l_discount) as revenue from lineitem where +// l_shipdate >= 8766 and l_shipdate < 9131 and l_discount between .06 +// - 0.01 and .06 + 0.01 and l_quantity < 24 +// +// Tested Velox computings include: TableScan (Filter Pushdown) + Project + +// Aggregate +// Output: the Velox computed Aggregation result + +TEST_P(PlanConversionTest, q6FirstStageTest) { + auto veloxConverter = std::make_shared(); + std::string veloxPath = getVeloxPath(); + genLineitemORC(veloxConverter); + // Find and deserialize Substrait plan json file. + std::string subPlanPath = + veloxPath + "/velox/substrait/tests/q6_first_stage.json"; + auto resIter = veloxConverter->getResIter(subPlanPath); + while (resIter->HasNext()) { + auto rv = resIter->Next(); + auto size = rv->size(); + ASSERT_EQ(size, 1); + std::string res = rv->toString(0); + ASSERT_EQ(res, "{13613.1921}"); + } +} + +// This test will firstly generate mock TPC-H lineitem ORC file. Then, Velox's +// computing will be tested based on the generated ORC file. +// Input: Json file of the Substrait plan for the first stage of the below +// modified TPC-H Q1 query: +// +// select l_returnflag, l_linestatus, sum(l_quantity) as sum_qty, +// sum(l_extendedprice) as sum_base_price, sum(l_extendedprice * (1 - +// l_discount)) as sum_disc_price, sum(l_extendedprice * (1 - l_discount) * (1 + +// l_tax)) as sum_charge, avg(l_quantity) as avg_qty, avg(l_extendedprice) as +// avg_price, avg(l_discount) as avg_disc, count(*) as count_order from lineitem +// where l_shipdate <= 10471 group by l_returnflag, l_linestatus order by +// l_returnflag, l_linestatus +// +// Tested Velox computings include: TableScan (Filter Pushdown) + Project + +// Aggregate +// Output: the Velox computed Aggregation result + +TEST_P(PlanConversionTest, q1FirstStageTest) { + auto veloxConverter = std::make_shared(); + std::string veloxPath = getVeloxPath(); + genLineitemORC(veloxConverter); + // Find and deserialize Substrait plan json file. + std::string subPlanPath = + veloxPath + "/velox/substrait/tests/q1_first_stage.json"; + auto resIter = veloxConverter->getResIter(subPlanPath); + while (resIter->HasNext()) { + auto rv = resIter->Next(); + auto size = rv->size(); + ASSERT_EQ(size, 3); + ASSERT_EQ( + rv->toString(0), + "{N, O, 34, 105963.31, 99911.3719, 101201.05309399999, 34, 3, 105963.31, 3, 0.16999999999999998, 3, 3}"); + ASSERT_EQ( + rv->toString(1), + "{A, F, 60, 59390.729999999996, 56278.5879, 59485.994223, 60, 5, 59390.729999999996, 5, 0.24, 5, 5}"); + ASSERT_EQ( + rv->toString(2), + "{R, F, 23, 94461.56, 87849.2508, 90221.880192, 23, 2, 94461.56, 2, 0.14, 2, 2}"); + } +} + +VELOX_INSTANTIATE_TEST_SUITE_P( + PlanConversionTests, + PlanConversionTest, + testing::Values(true, false)); diff --git a/velox/substrait/tests/Substrait2VeloxPlanConversionTest.cpp b/velox/substrait/tests/Substrait2VeloxPlanConversionTest.cpp index 8c19cb01b39f..1c784a117579 100644 --- a/velox/substrait/tests/Substrait2VeloxPlanConversionTest.cpp +++ b/velox/substrait/tests/Substrait2VeloxPlanConversionTest.cpp @@ -23,12 +23,14 @@ #include "velox/exec/tests/utils/PlanBuilder.h" #include "velox/exec/tests/utils/TempDirectoryPath.h" #include "velox/substrait/SubstraitToVeloxPlan.h" +#include "velox/substrait/SubstraitToVeloxPlanValidator.h" #include "velox/type/Type.h" using namespace facebook::velox; using namespace facebook::velox::test; using namespace facebook::velox::connector::hive; using namespace facebook::velox::exec; +namespace vestrait = facebook::velox::substrait; class Substrait2VeloxPlanConversionTest : public exec::test::HiveConnectorTestBase { @@ -68,6 +70,13 @@ class Substrait2VeloxPlanConversionTest std::shared_ptr tmpDir_{ exec::test::TempDirectoryPath::create()}; + std::shared_ptr planConverter_ = + std::make_shared( + memoryPool_.get()); + + private: + std::shared_ptr memoryPool_{ + memory::getDefaultMemoryPool()}; }; // This test will firstly generate mock TPC-H lineitem ORC file. Then, Velox's @@ -266,12 +275,12 @@ TEST_F(Substrait2VeloxPlanConversionTest, q6) { {makeRowVector(type->names(), vectors)}); // Find and deserialize Substrait plan json file. - std::string planPath = + std::string subPlanPath = getDataFilePath("velox/substrait/tests", "data/q6_first_stage.json"); // Read q6_first_stage.json and resume the Substrait plan. ::substrait::Plan substraitPlan; - JsonToProtoConverter::readFromFile(planPath, substraitPlan); + JsonToProtoConverter::readFromFile(subPlanPath, substraitPlan); // Convert to Velox PlanNode. facebook::velox::substrait::SubstraitVeloxPlanConverter planConverter( @@ -283,6 +292,37 @@ TEST_F(Substrait2VeloxPlanConversionTest, q6) { }); exec::test::AssertQueryBuilder(planNode) - .splits(makeSplits(planConverter, planNode)) + .splits(makeSplits(*planConverter_, planNode)) .assertResults(expectedResult); } + +TEST_F(Substrait2VeloxPlanConversionTest, ifthenTest) { + std::string subPlanPath = + getDataFilePath("velox/substrait/tests", "data/if_then.json"); + + ::substrait::Plan substraitPlan; + JsonToProtoConverter::readFromFile(subPlanPath, substraitPlan); + + // Convert to Velox PlanNode. + facebook::velox::substrait::SubstraitVeloxPlanConverter planConverter( + pool_.get()); + auto planNode = planConverter.toVeloxPlan(substraitPlan); + ASSERT_EQ( + "-- Project[expressions: (n1_0:BIGINT, ROW[\"n0_0\"])] -> n1_0:BIGINT\n" + " -- TableScan[table: hive_table, range filters: [(hd_buy_potential, Filter(MultiRange, deterministic, null not allowed)), (hd_demo_sk, Filter(IsNotNull, deterministic, null not allowed)), (hd_vehicle_count, BigintRange: [1, 9223372036854775807] no nulls)], remaining filter: (if(greaterthan(ROW[\"hd_vehicle_count\"],0),greaterthan(divide(cast ROW[\"hd_dep_count\"] as DOUBLE,cast ROW[\"hd_vehicle_count\"] as DOUBLE),1.2)))] -> n0_0:BIGINT, n0_1:VARCHAR, n0_2:BIGINT, n0_3:BIGINT\n", + planNode->toString(true, true)); +} + +TEST_F(Substrait2VeloxPlanConversionTest, filterUpper) { + std::string subPlanPath = + getDataFilePath("velox/substrait/tests", "data/filter_upper.json"); + + ::substrait::Plan substraitPlan; + JsonToProtoConverter::readFromFile(subPlanPath, substraitPlan); + + // Convert to Velox PlanNode. + facebook::velox::substrait::SubstraitVeloxPlanConverter planConverter( + pool_.get()); + auto planNode = planConverter.toVeloxPlan(substraitPlan); + +} diff --git a/velox/substrait/tests/Substrait2VeloxPlanValidatorTest.cpp b/velox/substrait/tests/Substrait2VeloxPlanValidatorTest.cpp new file mode 100644 index 000000000000..52dcc849ac69 --- /dev/null +++ b/velox/substrait/tests/Substrait2VeloxPlanValidatorTest.cpp @@ -0,0 +1,82 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "velox/substrait/tests/JsonToProtoConverter.h" + +#include "velox/common/base/tests/GTestUtils.h" +#include "velox/dwio/common/tests/utils/DataFiles.h" +#include "velox/exec/tests/utils/AssertQueryBuilder.h" +#include "velox/exec/tests/utils/HiveConnectorTestBase.h" +#include "velox/exec/tests/utils/PlanBuilder.h" +#include "velox/exec/tests/utils/TempDirectoryPath.h" +#include "velox/substrait/SubstraitToVeloxPlan.h" +#include "velox/substrait/SubstraitToVeloxPlanValidator.h" +#include "velox/type/Type.h" + +using namespace facebook::velox; +using namespace facebook::velox::test; +using namespace facebook::velox::connector::hive; +using namespace facebook::velox::exec; +namespace vestrait = facebook::velox::substrait; + +class Substrait2VeloxPlanConversionTest + : public exec::test::HiveConnectorTestBase { + protected: + + std::shared_ptr planConverter_ = + std::make_shared( + memoryPool_.get()); + + bool validatePlan(std::string file) { + std::string subPlanPath = getDataFilePath("velox/substrait/tests", file); + + ::substrait::Plan substraitPlan; + JsonToProtoConverter::readFromFile(subPlanPath, substraitPlan); + return validatePlan(substraitPlan); + } + + bool validatePlan(::substrait::Plan& plan) { + std::shared_ptr queryCtx = + std::make_shared(); + + // An execution context used for function validation. + std::unique_ptr execCtx = + std::make_unique(pool_.get(), queryCtx.get()); + + auto planValidator = std::make_shared< + facebook::velox::substrait::SubstraitToVeloxPlanValidator>( + pool_.get(), execCtx.get()); + return planValidator->validate(plan); + } + + private: + std::shared_ptr memoryPool_{ + memory::getDefaultMemoryPool()}; +}; + +TEST_F(Substrait2VeloxPlanConversionTest, group) { + std::string subPlanPath = + getDataFilePath("velox/substrait/tests", "group.json"); + + ::substrait::Plan substraitPlan; + JsonToProtoConverter::readFromFile(subPlanPath, substraitPlan); + + ASSERT_FALSE(validatePlan(substraitPlan)); + // Convert to Velox PlanNode. + facebook::velox::substrait::SubstraitVeloxPlanConverter planConverter( + pool_.get()); + EXPECT_ANY_THROW(planConverter.toVeloxPlan(substraitPlan)); +} diff --git a/velox/substrait/tests/VeloxSubstraitRoundTripTest.cpp b/velox/substrait/tests/VeloxSubstraitRoundTripTest.cpp index c48d2f4dc176..1f78f18bcb89 100644 --- a/velox/substrait/tests/VeloxSubstraitRoundTripTest.cpp +++ b/velox/substrait/tests/VeloxSubstraitRoundTripTest.cpp @@ -71,7 +71,6 @@ class VeloxSubstraitRoundTripTest : public OperatorTestBase { // Assert velox again. assertQuery(samePlan, duckDbSql); } - std::shared_ptr veloxConvertor_ = std::make_shared(); std::shared_ptr substraitConverter_ = diff --git a/velox/substrait/tests/data/filter_upper.json b/velox/substrait/tests/data/filter_upper.json new file mode 100644 index 000000000000..7b4211fbf008 --- /dev/null +++ b/velox/substrait/tests/data/filter_upper.json @@ -0,0 +1,137 @@ +{ + "extensions": [{ + "extensionFunction": { + "name": "is_not_null:opt_bool_i32" + } + }, { + "extensionFunction": { + "functionAnchor": 2, + "name": "and:opt_bool_bool" + } + }, { + "extensionFunction": { + "functionAnchor": 1, + "name": "lt:opt_i32_i32" + } + } + ], + "relations": [{ + "root": { + "input": { + "project": { + "common": { + "direct": {} + }, + "input": { + "read": { + "common": { + "direct": {} + }, + "baseSchema": { + "names": ["key"], + "struct": { + "types": [{ + "i32": { + "nullability": "NULLABILITY_NULLABLE" + } + } + ] + }, + "partitionColumns": { + "columnType": ["NORMAL_COL"] + } + }, + "filter": { + "scalarFunction": { + "functionReference": 2, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "outputType": { + "bool": { + "nullability": "NULLABILITY_REQUIRED" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": {} + } + } + } + } + ] + } + } + }, { + "value": { + "scalarFunction": { + "functionReference": 1, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": {} + } + } + } + }, { + "value": { + "literal": { + "i32": 3 + } + } + } + ] + } + } + } + ] + } + }, + "localFiles": { + "items": [{ + "uriFile": "file:///tmp/file.parquet", + "length": "1486", + "parquet": {} + } + ] + } + } + }, + "expressions": [{ + "cast": { + "type": { + "string": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "input": { + "selection": { + "directReference": { + "structField": {} + } + } + }, + "failureBehavior": "FAILURE_BEHAVIOR_RETURN_NULL" + } + } + ] + } + }, + "names": ["key#173"] + } + } + ] +} diff --git a/velox/substrait/tests/data/group.json b/velox/substrait/tests/data/group.json new file mode 100644 index 000000000000..a1b77da5ba42 --- /dev/null +++ b/velox/substrait/tests/data/group.json @@ -0,0 +1,34 @@ +{ + "relations": [{ + "root": { + "input": { + "aggregate": { + "common": { + "direct": {} + }, + "input": { + "read": { + "common": { + "direct": {} + }, + "baseSchema": { + "struct": {} + }, + "localFiles": { + "items": [{ + "uriFile": "file:///tmp/tmp_file", + "length": "31979", + "parquet": {} + } + ] + } + } + }, + "groupings": [{} + ] + } + } + } + } + ] +} diff --git a/velox/substrait/tests/data/if_then.json b/velox/substrait/tests/data/if_then.json new file mode 100644 index 000000000000..c2b26365cb02 --- /dev/null +++ b/velox/substrait/tests/data/if_then.json @@ -0,0 +1,398 @@ +{ + "extensions": [{ + "extensionFunction": { + "functionAnchor": 4, + "name": "gt:i64_i64" + } + }, { + "extensionFunction": { + "functionAnchor": 2, + "name": "or:bool_bool" + } + }, { + "extensionFunction": { + "functionAnchor": 1, + "name": "equal:str_str" + } + }, { + "extensionFunction": { + "functionAnchor": 5, + "name": "divide:opt_fp64_fp64" + } + }, { + "extensionFunction": { + "name": "is_not_null:i64" + } + }, { + "extensionFunction": { + "functionAnchor": 3, + "name": "and:bool_bool" + } + }, { + "extensionFunction": { + "functionAnchor": 6, + "name": "gt:fp64_fp64" + } + } + ], + "relations": [{ + "root": { + "input": { + "project": { + "common": { + "direct": {} + }, + "input": { + "read": { + "common": { + "direct": {} + }, + "baseSchema": { + "names": ["hd_demo_sk", "hd_buy_potential", "hd_dep_count", "hd_vehicle_count"], + "struct": { + "types": [{ + "i64": { + "nullability": "NULLABILITY_NULLABLE" + } + }, { + "string": { + "nullability": "NULLABILITY_NULLABLE" + } + }, { + "i64": { + "nullability": "NULLABILITY_NULLABLE" + } + }, { + "i64": { + "nullability": "NULLABILITY_NULLABLE" + } + } + ] + }, + "partitionColumns": { + "columnType": ["NORMAL_COL", "NORMAL_COL", "NORMAL_COL", "NORMAL_COL"] + } + }, + "filter": { + "scalarFunction": { + "functionReference": 3, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "functionReference": 3, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "functionReference": 3, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "functionReference": 3, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "outputType": { + "bool": { + "nullability": "NULLABILITY_REQUIRED" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": { + "field": 3 + } + } + } + } + } + ] + } + } + }, { + "value": { + "scalarFunction": { + "functionReference": 2, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "functionReference": 1, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": { + "field": 1 + } + } + } + } + }, { + "value": { + "literal": { + "string": "\u003e10000" + } + } + } + ] + } + } + }, { + "value": { + "scalarFunction": { + "functionReference": 1, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": { + "field": 1 + } + } + } + } + }, { + "value": { + "literal": { + "string": "unknown" + } + } + } + ] + } + } + } + ] + } + } + } + ] + } + } + }, { + "value": { + "scalarFunction": { + "functionReference": 4, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": { + "field": 3 + } + } + } + } + }, { + "value": { + "literal": { + "i64": "0" + } + } + } + ] + } + } + } + ] + } + } + }, { + "value": { + "ifThen": { + "ifs": [{ + "if": { + "scalarFunction": { + "functionReference": 4, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": { + "field": 3 + } + } + } + } + }, { + "value": { + "literal": { + "i64": "0" + } + } + } + ] + } + }, + "then": { + "scalarFunction": { + "functionReference": 6, + "outputType": { + "bool": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "scalarFunction": { + "functionReference": 5, + "outputType": { + "fp64": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "arguments": [{ + "value": { + "cast": { + "type": { + "fp64": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "input": { + "selection": { + "directReference": { + "structField": { + "field": 2 + } + } + } + } + } + } + }, { + "value": { + "cast": { + "type": { + "fp64": { + "nullability": "NULLABILITY_NULLABLE" + } + }, + "input": { + "selection": { + "directReference": { + "structField": { + "field": 3 + } + } + } + } + } + } + } + ] + } + } + }, { + "value": { + "literal": { + "fp64": 1.2 + } + } + } + ] + } + } + } + ] + } + } + } + ] + } + } + }, { + "value": { + "scalarFunction": { + "outputType": { + "bool": { + "nullability": "NULLABILITY_REQUIRED" + } + }, + "arguments": [{ + "value": { + "selection": { + "directReference": { + "structField": {} + } + } + } + } + ] + } + } + } + ] + } + }, + "localFiles": { + "items": [{ + "uriFile": "file:///tmp/tmp_file", + "length": "31979", + "parquet": {} + } + ] + } + } + }, + "expressions": [{ + "selection": { + "directReference": { + "structField": {} + } + } + } + ] + } + }, + "names": ["hd_demo_sk#1927"] + } + } + ] +} \ No newline at end of file diff --git a/velox/substrait/tests/data/read_second_stage.json b/velox/substrait/tests/data/read_second_stage.json new file mode 100755 index 000000000000..5a5fc07d239f --- /dev/null +++ b/velox/substrait/tests/data/read_second_stage.json @@ -0,0 +1,32 @@ +{ + "read": { + "common": { + "direct": {} + }, + "baseSchema": { + "names": [ + "sum#43" + ], + "struct": { + "types": [ + { + "fp64": { + "nullability": "NULLABILITY_NULLABLE" + } + } + ] + } + }, + "localFiles": { + "items": [ + { + "format": "FILE_FORMAT_UNSPECIFIED", + "partition_index": "0", + "start": "0", + "length": "0", + "uriFile": "iterator:0" + } + ] + } + } +} \ No newline at end of file diff --git a/velox/type/Filter.cpp b/velox/type/Filter.cpp index 937096d2cc72..5e1942e23887 100644 --- a/velox/type/Filter.cpp +++ b/velox/type/Filter.cpp @@ -65,6 +65,9 @@ std::string Filter::toString() const { case FilterKind::kDoubleRange: strKind = "DoubleRange"; break; + case FilterKind::kDoubleValues: + strKind = "DoubleValues"; + break; case FilterKind::kFloatRange: strKind = "FloatRange"; break; @@ -208,6 +211,103 @@ bool BigintValuesUsingHashTable::testInt64(int64_t value) const { return false; } +DoubleValues::DoubleValues( + double min, + double max, + const std::vector& values, + bool nullAllowed) + : Filter(true, nullAllowed, FilterKind::kDoubleValues), + min_(min), + max_(max) { + VELOX_CHECK(min < max, "min must be less than max"); + VELOX_CHECK(values.size() > 1, "values must contain at least 2 entries"); + + bitmask_.resize(toInt64(max) - toInt64(min) + 1); + + for (double value : values) { + bitmask_[toInt64(value) - toInt64(min)] = true; + } +} + +bool DoubleValues::testDouble(double value) const { + if (value < min_ || value > max_) { + return false; + } + return bitmask_[toInt64(value) - toInt64(min_)]; +} + +std::vector DoubleValues::values() const { + std::vector values; + for (int i = 0; i < bitmask_.size(); i++) { + if (bitmask_[i]) { + values.push_back(min_ + i); + } + } + return values; +} + +bool DoubleValues::testDoubleRange(double min, double max, bool hasNull) const { + if (hasNull && nullAllowed_) { + return true; + } + + if (toInt64(min) == toInt64(max)) { + return testDouble(min); + } + + return !(min > max_ || max < min_); +} + +std::unique_ptr DoubleValues::mergeWith(const Filter* other) const { + switch (other->kind()) { + case FilterKind::kAlwaysTrue: + case FilterKind::kAlwaysFalse: + case FilterKind::kIsNull: + return other->mergeWith(this); + case FilterKind::kIsNotNull: + return std::make_unique(*this, false); + case FilterKind::kDoubleRange: { + auto otherRange = dynamic_cast(other); + + auto min = std::max(min_, otherRange->lower()); + auto max = std::min(max_, otherRange->upper()); + + return mergeWith(min, max, other); + } + case FilterKind::kFloatRange: { + auto otherRange = dynamic_cast(other); + + auto min = std::max(min_, otherRange->lower()); + auto max = std::min(max_, otherRange->upper()); + + return mergeWith(min, max, other); + } + case FilterKind::kDoubleValues: { + auto otherValues = dynamic_cast(other); + + auto min = std::max(min_, otherValues->min_); + auto max = std::min(max_, otherValues->max_); + + return mergeWith(min, max, other); + } + default: + VELOX_UNREACHABLE(); + } +} + +std::unique_ptr +DoubleValues::mergeWith(double min, double max, const Filter* other) const { + bool bothNullAllowed = nullAllowed_ && other->testNull(); + + std::vector valuesToKeep; + for (auto i = min; i <= max; ++i) { + if (bitmask_[toInt64(i) - toInt64(min_)] && other->testDouble(i)) { + valuesToKeep.push_back(i); + } + } + return createDoubleValues(valuesToKeep, bothNullAllowed); +} + xsimd::batch_bool BigintValuesUsingHashTable::testValues( xsimd::batch x) const { auto outOfRange = (x < xsimd::broadcast(min_)) | @@ -392,6 +492,32 @@ std::unique_ptr notNullOrTrue(bool nullAllowed) { } return std::make_unique(); } +} // namespace + +std::unique_ptr createDoubleValues( + const std::vector& values, + bool nullAllowed) { + if (values.empty()) { + return nullOrFalse(nullAllowed); + } + if (values.size() == 1) { + return std::make_unique( + values.front(), + false, + false, + values.front(), + false, + false, + nullAllowed); + } + double min = values.front(); + double max = values.front(); + for (const auto& value : values) { + min = (value < min) ? value : min; + max = (value > max) ? value : max; + } + return std::make_unique(min, max, values, nullAllowed); +} std::unique_ptr createBigintValuesFilter( const std::vector& values, @@ -449,7 +575,6 @@ std::unique_ptr createBigintValuesFilter( return std::make_unique( min, max, values, nullAllowed); } -} // namespace std::unique_ptr createBigintValues( const std::vector& values, @@ -536,25 +661,29 @@ bool BytesRange::testBytesRange( if (lowerUnbounded_) { // min > upper_ + int compare = compareRanges(min->data(), min->length(), upper_); return min.has_value() && - compareRanges(min->data(), min->length(), upper_) < 0; + (compare < 0 || (!upperExclusive_ && compare == 0)); } if (upperUnbounded_) { // max < lower_ + int compare = compareRanges(max->data(), max->length(), lower_); return max.has_value() && - compareRanges(max->data(), max->length(), lower_) > 0; + (compare > 0 || (!lowerExclusive_ && compare == 0)); } // min > upper_ + int compare = compareRanges(min->data(), min->length(), upper_); if (min.has_value() && - compareRanges(min->data(), min->length(), upper_) > 0) { + (compare > 0 || (compare == 0 && upperExclusive_))) { return false; } // max < lower_ + compare = compareRanges(max->data(), max->length(), lower_); if (max.has_value() && - compareRanges(max->data(), max->length(), lower_) < 0) { + (compare < 0 || (compare == 0 && lowerExclusive_))) { return false; } return true; diff --git a/velox/type/Filter.h b/velox/type/Filter.h index 31f2986df865..b841c54c270b 100644 --- a/velox/type/Filter.h +++ b/velox/type/Filter.h @@ -45,6 +45,7 @@ enum class FilterKind { kNegatedBigintValuesUsingHashTable, kNegatedBigintValuesUsingBitmask, kDoubleRange, + kDoubleValues, kFloatRange, kBytesRange, kNegatedBytesRange, @@ -554,6 +555,23 @@ class BigintRange final : public Filter { upper16_(std::min(upper, std::numeric_limits::max())), isSingleValue_(upper_ == lower_) {} + BigintRange( + int64_t lower, + bool lowerUnbounded, + bool lowerExclusive, + int64_t upper, + bool upperUnbounded, + bool upperExclusive, + bool nullAllowed) + : Filter(true, nullAllowed, FilterKind::kBigintRange), + lower_(lowerExclusive ? lower + 1 : lower), + upper_(upperExclusive ? upper - 1 : upper), + lower32_(std::max(lower_, std::numeric_limits::min())), + upper32_(std::min(upper_, std::numeric_limits::max())), + lower16_(std::max(lower_, std::numeric_limits::min())), + upper16_(std::min(upper_, std::numeric_limits::max())), + isSingleValue_(upper_ == lower_) {} + std::unique_ptr clone( std::optional nullAllowed = std::nullopt) const final { if (nullAllowed) { @@ -911,8 +929,6 @@ class NegatedBigintValuesUsingHashTable final : public Filter { std::unique_ptr nonNegated_; }; -/// NOT IN-list filter for integral data types. Implemented as a bitmask. Offers -/// better performance than the hash table when the range of values is small. class NegatedBigintValuesUsingBitmask final : public Filter { public: /// @param min Minimum REJECTED value. @@ -962,6 +978,56 @@ class NegatedBigintValuesUsingBitmask final : public Filter { std::unique_ptr nonNegated_; }; +class DoubleValues final : public Filter { + public: + /// @param min Minimum value. + /// @param max Maximum value. + /// @param values A list of unique values that pass the filter. Must contain + /// at least two entries. + /// @param nullAllowed Null values are passing the filter if true. + DoubleValues( + double min, + double max, + const std::vector& values, + bool nullAllowed); + + DoubleValues(const DoubleValues& other, bool nullAllowed) + : Filter(true, nullAllowed, FilterKind::kDoubleValues), + bitmask_(other.bitmask_), + min_(other.min_), + max_(other.max_) {} + + std::unique_ptr clone( + std::optional nullAllowed = std::nullopt) const final { + if (nullAllowed) { + return std::make_unique(*this, nullAllowed.value()); + } else { + return std::make_unique(*this); + } + } + + std::vector values() const; + + bool testDouble(double value) const final; + + bool testDoubleRange(double min, double max, bool hasNull) const final; + + std::unique_ptr mergeWith(const Filter* other) const final; + + private: + std::unique_ptr mergeWith(double min, double max, const Filter* other) + const; + + int64_t toInt64(double value) const { + int64_t converted = (int64_t)(value + 0.5); + return converted; + } + + std::vector bitmask_; + const double min_; + const double max_; +}; + /// Base class for range filters on floating point and string data types. class AbstractRange : public Filter { public: @@ -1639,6 +1705,11 @@ class MultiRange final : public Filter { filters_(std::move(filters)), nanAllowed_(nanAllowed) {} + MultiRange(std::vector> filters, bool nullAllowed) + : Filter(true, nullAllowed, FilterKind::kMultiRange), + filters_(std::move(filters)), + nanAllowed_(true) {} + std::unique_ptr clone( std::optional nullAllowed = std::nullopt) const final; @@ -1714,4 +1785,8 @@ std::unique_ptr createNegatedBigintValues( const std::vector& values, bool nullAllowed); +std::unique_ptr createDoubleValues( + const std::vector& values, + bool nullAllowed); + } // namespace facebook::velox::common diff --git a/velox/type/StringView.h b/velox/type/StringView.h index b3e720dadf36..89b1c528ce2b 100644 --- a/velox/type/StringView.h +++ b/velox/type/StringView.h @@ -102,7 +102,18 @@ struct StringView { } const char* data() const { +#if defined(__x86_64__) + // force to generate ASM + const char* ret=prefix_; + __asm__( + "cmp %[kInlineSize], %[size_]\n" + "cmovg %[data],%[ret]\n" + : [ret] "+r"(ret) + : [kInlineSize] "i"(kInlineSize), [size_] "r"(size_), [data] "r"(value_.data)); + return ret; +#else return isInline() ? prefix_ : value_.data; +#endif } size_t size() const { diff --git a/velox/type/TimestampConversion.cpp b/velox/type/TimestampConversion.cpp index 1df2e7d70cb1..17efb7a7098a 100644 --- a/velox/type/TimestampConversion.cpp +++ b/velox/type/TimestampConversion.cpp @@ -191,7 +191,13 @@ bool tryParseDateString( } } - if (pos >= len) { + // No month or day. + if (pos == len) { + daysSinceEpoch = daysSinceEpochFromDate(year, 1, 1); + return true; + } + + if (pos > len) { return false; } @@ -207,7 +213,13 @@ bool tryParseDateString( return false; } - if (pos >= len) { + // No day. + if (pos == len) { + daysSinceEpoch = daysSinceEpochFromDate(year, month, 1); + return true; + } + + if (pos > len) { return false; } @@ -240,13 +252,25 @@ bool tryParseDateString( // In strict mode, check remaining string for non-space characters. if (strict) { - // Skip trailing spaces. - while (pos < len && characterIsSpace(buf[pos])) { + // Check for an optional trailing 'T' followed by optional digits. + if (pos < len && buf[pos] == 'T') { pos++; - } - // Check position. if end was not reached, non-space chars remaining. - if (pos < len) { - return false; + while (pos < len && characterIsDigit(buf[pos])) { + pos++; + } + } else { + // Skip trailing spaces. + while (pos < len && characterIsSpace(buf[pos])) { + pos++; + } + // Skip trailing digits after spaces. + while (pos < len && characterIsDigit(buf[pos])) { + pos++; + } + // Check position. if end was not reached, non-space chars remaining. + if (pos < len) { + return false; + } } } else { // In non-strict mode, check for any direct trailing digits. diff --git a/velox/type/Tokenizer.cpp b/velox/type/Tokenizer.cpp index 56015f5ad793..c48598d9a7e1 100644 --- a/velox/type/Tokenizer.cpp +++ b/velox/type/Tokenizer.cpp @@ -54,11 +54,13 @@ std::unique_ptr Tokenizer::computeNext() { return nullptr; } + // No need to tokenizing the path by dot because Spark treats dot as regular character. + /* if (tryMatch(DOT)) { std::unique_ptr token = matchPathSegment(); firstSegment = false; return token; - } + }*/ if (tryMatch(OPEN_BRACKET)) { std::unique_ptr token = tryMatch(QUOTE) @@ -144,8 +146,9 @@ std::unique_ptr Tokenizer::matchUnquotedSubscript() { } bool Tokenizer::isUnquotedPathCharacter(char c) { + // Add dot here because Spark treats dot as regular character. return c == ':' || c == '$' || c == '-' || c == '/' || c == '@' || c == '|' || - c == '#' || isUnquotedSubscriptCharacter(c); + c == '#' || c == '.' || isUnquotedSubscriptCharacter(c); } bool Tokenizer::isUnquotedSubscriptCharacter(char c) { diff --git a/velox/type/Tokenizer.h b/velox/type/Tokenizer.h index 56380f0aead2..8b3779e83af7 100644 --- a/velox/type/Tokenizer.h +++ b/velox/type/Tokenizer.h @@ -41,6 +41,8 @@ class Tokenizer { std::unique_ptr next(); + bool isUnquotedPathCharacter(char c); + private: const char DOT = '.'; const char QUOTE = '\"'; @@ -76,8 +78,6 @@ class Tokenizer { void invalidSubfieldPath(); - bool isUnquotedPathCharacter(char c); - bool isUnquotedSubscriptCharacter(char c); void nextCharacter(); diff --git a/velox/type/Variant.h b/velox/type/Variant.h index 8506e653c18f..f9dc6f774b0f 100644 --- a/velox/type/Variant.h +++ b/velox/type/Variant.h @@ -542,6 +542,10 @@ class variant { } void checkIsKind(TypeKind kind) const { + // Integer is compatible for getting the value from a date variant. + if (kind_ == TypeKind::DATE && kind == TypeKind::INTEGER) { + return; + } if (kind_ != kind) { // Error path outlined to encourage inlining of the branch. throwCheckIsKindError(kind); diff --git a/velox/vector/BaseVector.cpp b/velox/vector/BaseVector.cpp index 3257266a2ac5..e255e75ee58c 100644 --- a/velox/vector/BaseVector.cpp +++ b/velox/vector/BaseVector.cpp @@ -648,7 +648,7 @@ VectorPtr BaseVector::createConstant( variant value, vector_size_t size, velox::memory::MemoryPool* pool) { - VELOX_CHECK_EQ(type->kind(), value.kind()); + VELOX_CHECK(compatibleKind(type->kind(), value.kind())); return VELOX_DYNAMIC_SCALAR_TYPE_DISPATCH_ALL( newConstant, value.kind(), type, value, size, pool); } diff --git a/velox/vector/BaseVector.h b/velox/vector/BaseVector.h index bd54a3edb19e..8d74162146fb 100644 --- a/velox/vector/BaseVector.h +++ b/velox/vector/BaseVector.h @@ -665,7 +665,10 @@ class BaseVector { // two unknowns but values cannot be assigned into an unknown 'left' // from a not-unknown 'right'. static bool compatibleKind(TypeKind left, TypeKind right) { - return left == right || right == TypeKind::UNKNOWN; + // Vectors of VARCHAR and VARBINARY are compatible with each other. + bool varcharAndBinary = (left == TypeKind::VARCHAR && right == TypeKind::VARBINARY) || + (left == TypeKind::VARBINARY && right == TypeKind::VARCHAR); + return left == right || right == TypeKind::UNKNOWN || varcharAndBinary; } /// Returns a brief summary of the vector. If 'recursive' is true, includes a diff --git a/website/.gitignore b/website/.gitignore deleted file mode 100644 index b2d6de30624f..000000000000 --- a/website/.gitignore +++ /dev/null @@ -1,20 +0,0 @@ -# Dependencies -/node_modules - -# Production -/build - -# Generated files -.docusaurus -.cache-loader - -# Misc -.DS_Store -.env.local -.env.development.local -.env.test.local -.env.production.local - -npm-debug.log* -yarn-debug.log* -yarn-error.log* diff --git a/website/README.md b/website/README.md deleted file mode 100644 index aaba2fa1e16e..000000000000 --- a/website/README.md +++ /dev/null @@ -1,41 +0,0 @@ -# Website - -This website is built using [Docusaurus 2](https://docusaurus.io/), a modern static website generator. - -### Installation - -``` -$ yarn -``` - -### Local Development - -``` -$ yarn start -``` - -This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server. - -### Build - -``` -$ yarn build -``` - -This command generates static content into the `build` directory and can be served using any static contents hosting service. - -### Deployment - -Using SSH: - -``` -$ USE_SSH=true yarn deploy -``` - -Not using SSH: - -``` -$ GIT_USER= yarn deploy -``` - -If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch. diff --git a/website/babel.config.js b/website/babel.config.js deleted file mode 100644 index e00595dae7d6..000000000000 --- a/website/babel.config.js +++ /dev/null @@ -1,3 +0,0 @@ -module.exports = { - presets: [require.resolve('@docusaurus/core/lib/babel/preset')], -}; diff --git a/website/blog/2022-07-01-june-2022-updates.mdx b/website/blog/2022-07-01-june-2022-updates.mdx deleted file mode 100644 index a3f528534ffc..000000000000 --- a/website/blog/2022-07-01-june-2022-updates.mdx +++ /dev/null @@ -1,62 +0,0 @@ ---- -slug: june-2022-updates -title: June 2022 Update -authors: [majetideepak] -tags: [monthly-updates] ---- - - -## Documentation - -* Add documentation for :ref:`complex types writers`. - -## Core Library - -* Add support for INTERVAL DAY TO SECOND Presto type. -* Allow cast between DATE and TIMESTAMP types. -* Allow cast from JSON to scalar, ARRAY, and MAP types. -* Add :ref:`GroupIdNode` and GroupId operator to support aggregations over grouping sets. -* Add support for function signatures with DECIMAL input and return types using flex and bison to evaluate formulas for calculating the return precision and scale based on input precisions and scales. -* Add support for conversion of DuckDB DECIMALS to Velox DECIMALS. -* Add support for running tasks on the caller's thread. -* Fix expression evaluation to disable sub-expression optimization for non-deterministic functions. - -## Presto Functions - -* Add :func:`degrees`, :func:`e`, and :func:`sha512` functions. -* Add aggregate function :func:`map_union`. -* Optimize :func:`zip` for the case when all arrays are flat and the same size. -* Extend :func:`plus`, :func:`minus` functions to support DATE, INTERVAL DAY TO SECOND argument types. - -## Hive Connector - -* Add support for reading files from HDFS. -* Add limited ORC support. -* Optimize `NOT IN ()` filters pushed down into DWRF reader. - -## TPC-H Connector - -* Add `totalParts` and `partNumber` to TpchSplit. - -## Performance and Correctness - -* Add q3 to TPC-H benchmark. -* Add utility to benchmark dataset generation speed to TPC-H connector. -* Optimize constant aggregation mask. -* Optimize VectorWriter for a subset of simple functions that return strings. -* Optimize DictionaryVector wrapping LazyVector to load only necessary rows. - -## Debugging Experience - -* Separate the user exception stack from the runtime exception stack trace collection control. - -## Credits - -Adam Simpkins, Aditi Pandit, Amit Dutta, Behnam Robatmili, Chad Austin, -Connor Devlin, Daniel Ng, Dark Knight, Deepak Majeti, Denis Yaroshevskiy, -Huameng Jiang, Jake Jung, Jialiang Tan, Jie1 Zhang, Jimmy Lu, Karteek Murthy, -Katie Mancini, Ke Jia, Kevin Wilfong, Krishna Pai, Laith Sakka, Masha Basmanova, -Michael Shang, Mindaugas Rukas, Orri Erling, Patrick Stuedi, Paul Saab, -Pedro Eugenio Rocha Pedreira, Pramod Sathyanarayana, Sahana CB, Sergey Pershin, -Wei He, Xavier Deguillard, Xiaoxuan Meng, Yating Zhou, Yoav Helfman, Zeyi (Rice) Fan, -Zhenyuan Zhao, artem.malyshev, benitakbritto, frankobe, usurai, yingsu00, zhaozhenhui diff --git a/website/blog/2022-07-31-public-announcement.mdx b/website/blog/2022-07-31-public-announcement.mdx deleted file mode 100644 index 340c50bac89c..000000000000 --- a/website/blog/2022-07-31-public-announcement.mdx +++ /dev/null @@ -1,23 +0,0 @@ ---- -slug: public-announcement -title: 'Velox: The Unified Execution Engine Now Available' -tags: [public-announcement] ---- -![img alt](/img/velox_blog_pic.png) - -We are extremely excited to introduce Velox as an [open-source project](https://engineering.fb.com/2022/08/31/open-source/velox/), with a mission to define common standards for modular data processing systems. Velox provides reusable, extensible, high-performance, and dialect-agnostic data processing components for building execution engines, and enhancing data management systems. We envision Velox to be the defacto execution engine for [Arrow-compatible](https://www.globenewswire.com/en/news-release/2022/06/23/2468271/0/en/Voltron-Data-Announces-Commitment-to-Improve-Interoperability-Between-Apache-Arrow-and-the-Velox-Open-Source-Project-Created-by-Meta.html) data format powering ML and Analytical workloads. - -The Velox team has been partnering with companies such as [Ahana, Intel, and Voltron Data](https://www.techtarget.com/searchdatamanagement/news/252524446/Meta-and-partners-build-Velox-open-source-execution-engine?amp=1) as well as various academic institutions to accelerate innovation and development in the data management industry. - -Looking at the future, we believe Velox’s unified and modular nature has the potential to disrupt the data management industry. It will allow us to deepen our partnership with hardware vendors and proactively adapt our unified software stack as hardware advances. We believe that modularity and reusability are the future of database system development and hope a vibrant open source community will help us in this journey. - -Quick Introduction - - - -If you are excited to learn what’s under the hood, refer to the Velox research [paper](https://research.facebook.com/publications/velox-metas-unified-execution-engine/). - -If you are interested in contributing, visit our [Contributing](https://github.com/facebookincubator/velox/blob/main/CONTRIBUTING.md) guide on Github. For technical discussions and exploring what’s happening within our community, refer to the [discussions](https://github.com/facebookincubator/velox/discussions) section. - -We will be publishing a series of technical blogs on various topics on our [website](https://velox-lib.io/blog) soon! - -For more updates and exciting news follow us on [Twitter](https://twitter.com/velox_lib). diff --git a/website/blog/2022-10-31-simple-1.mdx b/website/blog/2022-10-31-simple-1.mdx deleted file mode 100644 index 3b711f61acc4..000000000000 --- a/website/blog/2022-10-31-simple-1.mdx +++ /dev/null @@ -1,109 +0,0 @@ ---- -slug: simple-functions-1 -title: "Simple Functions: Introduction and Basic Optimizations" -authors: [lsakka] -tags: [tech-blog, simple-functions] ---- - -_This blogpost is part of a series of blog posts that discuss different features and optimizations of the simple function interface in Velox_. - - -## Introduction to Simple Functions - -Scalar functions are one of the most used extension points in Velox. Since Velox is a vectorized engine, by nature functions are "vector functions" that consume Velox vectors (batches of data) and produce vectors. Velox allows users to write functions as vector functions or as single-row operations "simple functions" that are converted to vector functions using template expansion through SimpleFunctionAdapter. - -
- -
- -Writing functions as vector functions directly gives the user `complete` control over the function implementations and optimizations, however it comes with some cost that can be summarized in three points: - -- **Complexity** : Requires an understanding of Velox vectorized data representation and encodings, which requires additional work for our customers, specially those without DB background. Moreover, Writing optimized vector functions requires even deeper understanding. -- **Repetition** : Involves repeated efforts and code; in each function, authors have to decode the input vectors, apply the same optimizations, and build the output vectors. For example, most arithmetic functions need benefits from a fast path when all the inputs are flat-encoded, authors need to implement that for every function that benefits from it. -- **Reliability** : More code means more bugs, especially in such a complex context. - -Writing functions through the simple interface mitigates the previously mentioned drawbacks, and significantly simplifies the function authoring process. For example, to add the function plus the user only needs to implement the PlusFunction struct shown in the graph above , which is then expanded using template expansion to a vector function. - -However, the simple function interface does not give the user full control over the authoring and has its own limitations, for example the function map_keys can be implemented in O(1) as a vector function by moving the keys vector; this is not possible to express as a simple function. - -Another limitation is that when using the simple interface, authors do not have access to the encodings of the input vectors, nor control over the encoding of the result vector. Hence, do not have the power to optimize the code for specific input encodings or optimize it by generating specific output encodings. The array_sort function for instance does not need to re-order the elements and copy them during sorting; instead it can generate a dictionary vector as an output, which is something not expressible as a simple function. - - -In the ideal world we would like to add most of the optimization that someone can do in a vector function to the simple functions adapter, so it would be enabled automatically. We have identified a number of optimizations that apply to all functions and implemented these generically in the SimpleFunctionAdapter. In this way, we can achieve the best of the two worlds and gain **Simplicity**, **Efficiency** and **Reliability** for most functions. - -In the past year, we have been working on several improvements to the simple function interface on both the `expressivity` and `performance` axes that we will discuss in this series of notes. - -In this blog post, we will talk about some of the general optimizations that we have in the adapter, the optimizations discussed in this post make the performance of most simple functions that operates on primitive types matches their counter optimized vector function implementations. In the next blog post, we will discuss complex types in simple functions. - -## General Optimizations - -#### Vector Reuse -If the output type matches one of the input types, and the input vector is to die after the function invocation, then it is possible to reuse it for the results instead of allocating a new vector. For example, in the expression plus(a, b), if a is stored in a flat vector that is not used after the invocation of the plus function, then that vevtor can be used to store the reults of the computation instead of allocating a new vevtor for the results. - -#### Bulk Null Setting -Nulls are represented in a bit vector, hence, writing each bit can be expensive specially for primitive operations (like plus and minus). One optimization is -to optimize for the `not null` case, and bulk setting the nulls to not null. After that during the computation, only if the results are null, the null bit is set to null. - -#### Null Setting Avoidance -The adapter can statically infer if a function never generates null; In the simple function interface if the `call` function return's type is `void`, it means the output is never null, and if it's `bool`, then the function returns true for not null and false for null). - -When the function does not generate nulls, then null setting is **completely avoided** during the computation (only the previous bulk setting is needed). The consequence of that is that the hot loop applying the function becomes simdizable triggering a huge boost in performance for primitive operations. - -Worth to note also that if the simple function happens to be inlined in the adapter, then even if its return type is not void, but it always returns `true` then the compiler will be able to infer that setting nulls is never executed and would remove the null setting code. - - -#### Encoding Based Fast Path -Vectors in Velox can have different encodings (flat, constant..etc). The generic way of reading a vector of arbitrary encoding is to use a decoded vector to guarantee correct data access. Even though decoded vectors provide a consistent API and make it easier to handle arbitrarily encoded input data, they translate into an overhead each time an input value is accessed (we need to check the encoding of the vector to know how to read the value for every row). - -When the function is a primitive operation like plus or minus, such overhead is expensive! To avoid that, encoding based fast paths can be added, the code snippet below illustrates the idea. -
- -
- -In the code above, the overhead of checking the encoding is switched outside the loop that applies the functions (the plus operation here). And the inner loops are simple operations that are potentially simdizable and free of encoding checks. -One issue with this optimization is that the core loop is replicated many times. In general, the numbers of times it will be replicated -is `n^m` where `n` is the number of args, and `m` is the number of encodings. - -To avoid code size blowing, we only apply this optimization when all input arguments are primitives and the number of input arguments is <=3. -The figure below shows the effect of this optimization on the processing time of a query of primitive operations (the expression is a common pattern in ML use cases). - -
- -
- -To compromise for both (performance and code size) when the conditions for specializing for all encodings are not met, we have a pseudo specialization mode that does not blow up the code size, but still reduce the overhead of decoding to a single multiplication per argument. This mode is enabled when all the primitive arguments are either flat or constant. The code below illustrates the idea: - -
- -
- -When the input vector is constant we can read the value always from index 0 of the values buffer, and when it is flat we can read it from the index row; this can be achieved by assigning a factor to either 0 or 1 and reducing the decoding operation per row into a multiplication with that factor Note that such a multiplication does not prevent simd. The graph above shows that the psudeo specialization makes the program 1.6X fatser wi, while the complete specialization makes the program 2.5X faster. - -#### ASCII Fast Path -Functions with string inputs can be optimized when the inputs are known to be ascii. For example the length function for ascii strings is the size of the StringView O(1). But for non-ascii inputs the computation is a more complicated O(n) operation. -Users can define a function `callAscii()` that will be called when all the string input arguments are ascii. - -
- -
- -#### Zero-Copy Optimization -When an input string (or portion of it, reaches the output as is) it does not need to be deep copied. Instead only a StringView needs to be set. Substring is an example of a function that benefits from this. This can be done in the simple function interface in two simple steps. - -1. Using setNoCopy(); to set the output results without copying string vectors. -2. Inform the function to make the output vector share ownership of input string buffers, this can be by setting the field reuse_strings_from_arg. - -The graph below shows the effect of the previous two optimizations on the performance of the substring function. -
- -
Runtime of function substring with different optimizations.
-
- - -#### Constant Inputs Pre-processing - -Users can pre-process constant inputs of functions to avoid repeated computation by defining `initialize` function which is called once during query compilations and receives the constant inputs. For example, a regex function with constant pattern would only needs to compile the pattern expressions only once when its constant. - - - -For more information about how to write simple functions check the documentation and the examples. diff --git a/website/blog/authors.yml b/website/blog/authors.yml deleted file mode 100644 index 19400f70639e..000000000000 --- a/website/blog/authors.yml +++ /dev/null @@ -1,37 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -pedroerp: - name: Pedro Pedreira - title: Software Engineer @ Meta - url: https://github.com/pedroerp - image_url: https://github.com/pedroerp.png - -mbasmanova: - name: Masha Basmanova - title: Software Engineer @ Meta - url: https://github.com/mbasmanova - image_url: https://github.com/mbasmanova.png - -majetideepak: - name: Deepak Majeti - title: Principal Engineer @ Ahana - url: https://github.com/majetideepak - image_url: https://github.com/majetideepak.png - -lsakka: - name: Laith Sakka - title: Software Engineer @ Meta - url: https://github.com/laithsakka - image_url: https://github.com/laithsakka.png diff --git a/website/docs/intro.md b/website/docs/intro.md deleted file mode 100644 index 6ce1c895db58..000000000000 --- a/website/docs/intro.md +++ /dev/null @@ -1,13 +0,0 @@ ---- -id: roadmap -title: Roadmap -slug: / ---- -- Add support for DECIMAL type. -- Add support for window functions. -- Add support for converting Velox plan fragments to and from Substrait representation. -- Make it easier to build Velox on a variety of platforms. -- Improve reliability by setting up performance testing for each PR. -- Make it easier to debug failures, crashes and incorrect results. -- Introduce simple aggregate function API for better authoring experience. -- Expand test coverage for vectors and expression evaluation. diff --git a/website/docusaurus.config.js b/website/docusaurus.config.js deleted file mode 100644 index b8c77357ba81..000000000000 --- a/website/docusaurus.config.js +++ /dev/null @@ -1,153 +0,0 @@ -// @ts-check -// Note: type annotations allow type checking and IDEs autocompletion - -const lightCodeTheme = require('prism-react-renderer/themes/github'); -const darkCodeTheme = require('prism-react-renderer/themes/dracula'); - -/** @type {import('@docusaurus/types').Config} */ -const config = { - title: 'Velox', - tagline: 'The open source unified execution engine.', - url: 'https://velox-lib.io', - baseUrl: '/', - onBrokenLinks: 'throw', - onBrokenMarkdownLinks: 'warn', - favicon: 'img/favicon.ico', - - // GitHub pages deployment config. - // If you aren't using GitHub pages, you don't need these. - organizationName: 'facebook', // Usually your GitHub org/user name. - projectName: 'docusaurus', // Usually your repo name. - - // Even if you don't use internalization, you can use this field to set useful - // metadata like html lang. For example, if your site is Chinese, you may want - // to replace "en" with "zh-Hans". - i18n: { - defaultLocale: 'en', - locales: ['en'], - }, - - presets: [ - [ - 'classic', - /** @type {import('@docusaurus/preset-classic').Options} */ - ({ - docs: { - sidebarPath: require.resolve('./sidebars.js'), - // Please change this to your repo. - // Remove this to remove the "edit this page" links. - }, - blog: { - showReadingTime: true, - // Please change this to your repo. - // Remove this to remove the "edit this page" links. - }, - theme: { - customCss: require.resolve('./src/css/custom.css'), - }, - gtag: { - trackingID: 'G-C6M8TCJBRM', - anonymizeIP: true, - }, - }), - ], - ], - - themeConfig: - /** @type {import('@docusaurus/preset-classic').ThemeConfig} */ - ({ - navbar: { - title: 'Velox', - logo: { - alt: 'Velox Logo', - src: 'img/logo.svg', - }, - items: [ - { - href: 'https://facebookincubator.github.io/velox/', - label: 'Docs', - position: 'left', - }, - { - href: '/docs', - label: 'Roadmap', - position: 'left', - }, - { - to: '/blog', - label: 'Blog', - position: 'left', - }, - { - href: 'https://github.com/facebookincubator/velox/blob/main/CONTRIBUTING.md', - label: 'Contributing', - position: 'right', - }, - { - href: 'https://github.com/facebookincubator/velox', - label: 'GitHub', - position: 'right', - }, - ], - }, - footer: { - style: 'dark', - links: [ - { - title: 'Documentation', - items: [ - { - label: 'Velox in 10 Minutes', - href: 'https://facebookincubator.github.io/velox/velox-in-10-min.html', - }, - { - label: 'Developer Guides', - href: 'https://facebookincubator.github.io/velox/develop.html', - }, - { - label: 'Presto Functions', - href: 'https://facebookincubator.github.io/velox/functions.html', - }, - { - label: 'Monthly Updates', - href: 'https://facebookincubator.github.io/velox/monthly-updates.html', - }, - ], - }, - { - title: 'Community', - items: [ - { - label: 'Slack', - href: 'https://velox-oss.slack.com', - }, - { - label: 'Contributing', - href: 'https://github.com/facebookincubator/velox/blob/main/CONTRIBUTING.md', - }, - ], - }, - { - title: 'More', - items: [ - { - label: 'Blog', - to: '/blog', - }, - { - label: 'GitHub', - href: 'https://github.com/facebookincubator/velox', - }, - ], - }, - ], - copyright: `Copyright © ${new Date().getFullYear()} Meta Platforms, Inc.`, - }, - prism: { - theme: lightCodeTheme, - darkTheme: darkCodeTheme, - }, - }), -}; - -module.exports = config; diff --git a/website/package-lock.json b/website/package-lock.json deleted file mode 100644 index e968fd3c397a..000000000000 --- a/website/package-lock.json +++ /dev/null @@ -1,21133 +0,0 @@ -{ - "name": "website", - "version": "0.0.0", - "lockfileVersion": 2, - "requires": true, - "packages": { - "": { - "name": "website", - "version": "0.0.0", - "dependencies": { - "@docusaurus/core": "2.0.1", - "@docusaurus/plugin-google-gtag": "^2.0.1", - "@docusaurus/preset-classic": "2.0.1", - "@mdx-js/react": "^1.6.22", - "clsx": "^1.2.1", - "prism-react-renderer": "^1.3.5", - "react": "^17.0.2", - "react-dom": "^17.0.2" - }, - "devDependencies": { - 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"build": "docusaurus build", - "swizzle": "docusaurus swizzle", - "deploy": "docusaurus deploy", - "clear": "docusaurus clear", - "serve": "docusaurus serve", - "write-translations": "docusaurus write-translations", - "write-heading-ids": "docusaurus write-heading-ids" - }, - "dependencies": { - "@docusaurus/core": "2.0.1", - "@docusaurus/plugin-google-gtag": "^2.0.1", - "@docusaurus/preset-classic": "2.0.1", - "@mdx-js/react": "^1.6.22", - "clsx": "^1.2.1", - "prism-react-renderer": "^1.3.5", - "react": "^17.0.2", - "react-dom": "^17.0.2" - }, - "devDependencies": { - "@docusaurus/module-type-aliases": "2.0.1" - }, - "browserslist": { - "production": [ - ">0.5%", - "not dead", - "not op_mini all" - ], - "development": [ - "last 1 chrome version", - "last 1 firefox version", - "last 1 safari version" - ] - }, - "engines": { - "node": ">=16.14" - } -} diff --git a/website/sidebars.js b/website/sidebars.js deleted file mode 100644 index 7757dc2809c6..000000000000 --- a/website/sidebars.js +++ /dev/null @@ -1,20 +0,0 @@ -/** - * Creating a sidebar enables you to: - - create an ordered group of docs - - render a sidebar for each doc of that group - - provide next/previous navigation - - The sidebars can be generated from the filesystem, or explicitly defined here. - - Create as many sidebars as you want. - */ - -// @ts-check - -/** @type {import('@docusaurus/plugin-content-docs').SidebarsConfig} */ -const sidebars = { - // By default, Docusaurus generates a sidebar from the docs folder structure - tutorialSidebar: [{type: 'autogenerated', dirName: '.'}], -}; - -module.exports = sidebars; diff --git a/website/src/components/HomepageFeatures/index.js b/website/src/components/HomepageFeatures/index.js deleted file mode 100644 index 11e0e6ba8a10..000000000000 --- a/website/src/components/HomepageFeatures/index.js +++ /dev/null @@ -1,58 +0,0 @@ -import React from 'react'; -import clsx from 'clsx'; -import styles from './styles.module.css'; - -const FeatureList = [ - { - title: 'Efficiency', - description: ( - <> - Velox democratizes runtime optimizations previously only implemented - in individual engines. - - ), - }, - { - title: 'Consistency', - description: ( - <> - By leveraging the same execution library, compute engines can expose - the exact same functions, data types, and semantics to their users. - - ), - }, - { - title: 'Reusability', - description: ( - <> - Features and runtime optimizations available in Velox are developed - and maintained once, reducing engineering duplication and promoting reusability.  - - ), - }, -]; - -function Feature({Svg, title, description}) { - return ( -
-
-

{title}

-

{description}

-
-
- ); -} - -export default function HomepageFeatures() { - return ( -
-
-
- {FeatureList.map((props, idx) => ( - - ))} -
-
-
- ); -} diff --git a/website/src/components/HomepageFeatures/styles.module.css b/website/src/components/HomepageFeatures/styles.module.css deleted file mode 100644 index b248eb2e5dee..000000000000 --- a/website/src/components/HomepageFeatures/styles.module.css +++ /dev/null @@ -1,11 +0,0 @@ -.features { - display: flex; - align-items: center; - padding: 2rem 0; - width: 100%; -} - -.featureSvg { - height: 200px; - width: 200px; -} diff --git a/website/src/css/custom.css b/website/src/css/custom.css deleted file mode 100644 index b1973ab451fc..000000000000 --- a/website/src/css/custom.css +++ /dev/null @@ -1,45 +0,0 @@ -/** - * Any CSS included here will be global. The classic template - * bundles Infima by default. Infima is a CSS framework designed to - * work well for content-centric websites. - */ - -:root { - --ifm-color-primary: #284294; - --ifm-color-primary-dark: #243b85; - --ifm-color-primary-darker: #22387e; - --ifm-color-primary-darkest: #1c2e68; - --ifm-color-primary-light: #2c49a3; - --ifm-color-primary-lighter: #2e4caa; - --ifm-color-primary-lightest: #3456c2; -} - -[data-theme='dark'] { - --ifm-color-primary: #6897e0; - --ifm-color-primary-dark: #4d84da; - --ifm-color-primary-darker: #3f7bd8; - --ifm-color-primary-darkest: #2762be; - --ifm-color-primary-light: #83aae6; - --ifm-color-primary-lighter: #91b3e8; - --ifm-color-primary-lightest: #bcd1f1; -} - -.jumbotron { - background: url("../../static/img/dark_blue_dots.jpg") no-repeat center center; - background-size: cover; - color: white; -} - -.hero__title { - text-align: left; - margin-top: 2rem !important; -} - -.hero__subtitle { - text-align: left; -} - -.button-wrapper { - text-align: left; - margin-top: 2rem !important; -} diff --git a/website/src/pages/index.js b/website/src/pages/index.js deleted file mode 100644 index 466b977d1b6d..000000000000 --- a/website/src/pages/index.js +++ /dev/null @@ -1,68 +0,0 @@ -import React from 'react'; -import clsx from 'clsx'; -import Link from '@docusaurus/Link'; -import useDocusaurusContext from '@docusaurus/useDocusaurusContext'; -import Layout from '@theme/Layout'; -import HomepageFeatures from '@site/src/components/HomepageFeatures'; -import useBaseUrl from '@docusaurus/useBaseUrl'; - -import styles from './index.module.css'; - -function HomepageHeader() { - const {siteConfig} = useDocusaurusContext(); - return ( -
-
- -
- -
- -
- -
-

{siteConfig.title}

-

- {`${siteConfig.tagline}`} -

- -
- - Join Us - -
-
-
-
-
- ); -} - -export default function Home() { - const {siteConfig} = useDocusaurusContext(); - return ( - - -
-
-
-
-
- -
-
-
-
- -
- - ); -} diff --git a/website/src/pages/index.module.css b/website/src/pages/index.module.css deleted file mode 100644 index bb225c16c370..000000000000 --- a/website/src/pages/index.module.css +++ /dev/null @@ -1,30 +0,0 @@ -/** - * CSS files with the .module.css suffix will be treated as CSS modules - * and scoped locally. - */ - -.heroBanner { - padding: 4rem 0; - text-align: center; - position: relative; - overflow: hidden; -} - -@media screen and (max-width: 996px) { - .heroBanner { - padding: 2rem; - } -} - -.buttons { - display: flex; - align-items: center; - justify-content: center; -} - -.features { - display: flex; - align-items: center; - padding: 2rem 0; - width: 100%; -} diff --git a/website/static/.nojekyll b/website/static/.nojekyll deleted file mode 100644 index e69de29bb2d1..000000000000 diff --git a/website/static/img/dark_blue_dots.jpg b/website/static/img/dark_blue_dots.jpg deleted file mode 100644 index e1ccf468b038..000000000000 Binary files a/website/static/img/dark_blue_dots.jpg and /dev/null differ diff --git a/website/static/img/favicon.ico b/website/static/img/favicon.ico deleted file mode 100644 index 4f12a8f04803..000000000000 Binary files a/website/static/img/favicon.ico and /dev/null differ diff --git a/website/static/img/logo.svg b/website/static/img/logo.svg deleted file mode 100644 index d3e7a794ddc1..000000000000 --- a/website/static/img/logo.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/website/static/img/simple1_1.png b/website/static/img/simple1_1.png deleted file mode 100644 index 28a921f7b753..000000000000 Binary files a/website/static/img/simple1_1.png and /dev/null differ diff --git a/website/static/img/simple1_10.png b/website/static/img/simple1_10.png deleted file mode 100644 index a9f56c31413e..000000000000 Binary files a/website/static/img/simple1_10.png and /dev/null differ diff --git a/website/static/img/simple1_11.png b/website/static/img/simple1_11.png deleted file mode 100644 index 5b466cde0c6f..000000000000 Binary files a/website/static/img/simple1_11.png and /dev/null differ diff --git a/website/static/img/simple1_12.png b/website/static/img/simple1_12.png deleted file mode 100644 index f650c9769b55..000000000000 Binary files a/website/static/img/simple1_12.png and /dev/null differ diff --git a/website/static/img/simple1_13.png b/website/static/img/simple1_13.png deleted file mode 100644 index 687772909b01..000000000000 Binary files a/website/static/img/simple1_13.png and /dev/null differ diff --git a/website/static/img/simple1_14.png b/website/static/img/simple1_14.png deleted file mode 100644 index d92deb0b64c8..000000000000 Binary files a/website/static/img/simple1_14.png and /dev/null differ diff --git a/website/static/img/stack_transform.png b/website/static/img/stack_transform.png deleted file mode 100644 index bc0d6980dba0..000000000000 Binary files a/website/static/img/stack_transform.png and /dev/null differ diff --git a/website/static/img/undraw_docusaurus_mountain.svg b/website/static/img/undraw_docusaurus_mountain.svg deleted file mode 100644 index af961c49a888..000000000000 --- a/website/static/img/undraw_docusaurus_mountain.svg +++ /dev/null @@ -1,171 +0,0 @@ - - Easy to Use - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/website/static/img/undraw_docusaurus_react.svg b/website/static/img/undraw_docusaurus_react.svg deleted file mode 100644 index 94b5cf08f88f..000000000000 --- a/website/static/img/undraw_docusaurus_react.svg +++ /dev/null @@ -1,170 +0,0 @@ - - Powered by React - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/website/static/img/undraw_docusaurus_tree.svg b/website/static/img/undraw_docusaurus_tree.svg deleted file mode 100644 index d9161d33920c..000000000000 --- a/website/static/img/undraw_docusaurus_tree.svg +++ /dev/null @@ -1,40 +0,0 @@ - - Focus on What Matters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/website/static/img/velox-favicon.png b/website/static/img/velox-favicon.png deleted file mode 100644 index aa5a6a03f3db..000000000000 Binary files a/website/static/img/velox-favicon.png and /dev/null differ diff --git a/website/static/img/velox-logo-white.png b/website/static/img/velox-logo-white.png deleted file mode 100644 index 4170d3c59197..000000000000 Binary files a/website/static/img/velox-logo-white.png and /dev/null differ diff --git a/website/static/img/velox-logo.svg b/website/static/img/velox-logo.svg deleted file mode 100644 index 67627d4cfd2b..000000000000 --- a/website/static/img/velox-logo.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/website/static/img/velox_blog_pic.png b/website/static/img/velox_blog_pic.png deleted file mode 100644 index d70bd54575cb..000000000000 Binary files a/website/static/img/velox_blog_pic.png and /dev/null differ