From 8465f6161bc71fcbdb8342f59be897b35c5c78b0 Mon Sep 17 00:00:00 2001 From: Muhammad Haseeb Date: Mon, 4 Nov 2024 22:35:25 +0000 Subject: [PATCH 01/21] Things to help debug --- cpp/CMakeLists.txt | 15 ++ cpp/examples/build.sh | 15 +- cpp/examples/orc_io/CMakeLists.txt | 27 ++++ cpp/examples/orc_io/common_utils.cpp | 137 +++++++++++++++++++ cpp/examples/orc_io/common_utils.hpp | 89 ++++++++++++ cpp/examples/orc_io/io_source.cpp | 97 +++++++++++++ cpp/examples/orc_io/io_source.hpp | 101 ++++++++++++++ cpp/examples/orc_io/orc_io.cpp | 117 ++++++++++++++++ cpp/examples/orc_io/timestamp_bug.snappy.orc | Bin 0 -> 1015862 bytes cpp/src/io/orc/stripe_data.cu | 36 ++++- 10 files changed, 625 insertions(+), 9 deletions(-) create mode 100644 cpp/examples/orc_io/CMakeLists.txt create mode 100644 cpp/examples/orc_io/common_utils.cpp create mode 100644 cpp/examples/orc_io/common_utils.hpp create mode 100644 cpp/examples/orc_io/io_source.cpp create mode 100644 cpp/examples/orc_io/io_source.hpp create mode 100644 cpp/examples/orc_io/orc_io.cpp create mode 100644 cpp/examples/orc_io/timestamp_bug.snappy.orc diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt index 9cbacee8e8d..a772aa4b0ff 100644 --- a/cpp/CMakeLists.txt +++ b/cpp/CMakeLists.txt @@ -799,6 +799,21 @@ set_source_files_properties( PROPERTIES COMPILE_DEFINITIONS "_FILE_OFFSET_BITS=64" ) +set_property( + SOURCE src/io/orc/reader_impl.cu + src/io/orc/reader_impl_chunking.cu + src/io/orc/reader_impl_decode.cu + src/io/orc/reader_impl_helpers.cpp + src/io/orc/aggregate_orc_metadata.cpp + src/io/orc/stripe_data.cu + src/io/orc/stripe_init.cu + src/datetime/timzeone.cpp + APPEND + PROPERTY COMPILE_FLAGS " -g -O0" +) + + + set_property( SOURCE src/io/parquet/writer_impl.cu APPEND diff --git a/cpp/examples/build.sh b/cpp/examples/build.sh index 25984df1b60..74c3af36000 100755 --- a/cpp/examples/build.sh +++ b/cpp/examples/build.sh @@ -47,7 +47,7 @@ build_example() { build_dir="${example_dir}/build" # Configure - cmake -S ${example_dir} -B ${build_dir} -Dcudf_ROOT="${LIB_BUILD_DIR}" + cmake -S ${example_dir} -B ${build_dir} -Dcudf_ROOT="${LIB_BUILD_DIR}" -DCMAKE_BUILD_TYPE=Debug # Build cmake --build ${build_dir} -j${PARALLEL_LEVEL} # Install if needed @@ -56,9 +56,10 @@ build_example() { fi } -build_example basic -build_example strings -build_example nested_types -build_example parquet_io -build_example billion_rows -build_example interop +#build_example basic +#build_example strings +#build_example nested_types +#build_example parquet_io +build_example orc_io +#build_example billion_rows +#build_example interop diff --git a/cpp/examples/orc_io/CMakeLists.txt b/cpp/examples/orc_io/CMakeLists.txt new file mode 100644 index 00000000000..67c2e6b7cc7 --- /dev/null +++ b/cpp/examples/orc_io/CMakeLists.txt @@ -0,0 +1,27 @@ +# Copyright (c) 2024, NVIDIA CORPORATION. + +cmake_minimum_required(VERSION 3.26.4) + +include(../set_cuda_architecture.cmake) + +# initialize cuda architecture +rapids_cuda_init_architectures(orc_io) +rapids_cuda_set_architectures(RAPIDS) + +project( + orc_io + VERSION 0.0.1 + LANGUAGES CXX CUDA +) + +include(../fetch_dependencies.cmake) + +add_library(orc_io_utils OBJECT common_utils.cpp io_source.cpp) +target_compile_features(orc_io_utils PRIVATE cxx_std_17) +target_link_libraries(orc_io_utils PRIVATE cudf::cudf) + +# Build and install orc_io +add_executable(orc_io orc_io.cpp) +target_link_libraries(orc_io PRIVATE cudf::cudf nvToolsExt $) +target_compile_features(orc_io PRIVATE cxx_std_17) +install(TARGETS orc_io DESTINATION bin/examples/libcudf) \ No newline at end of file diff --git a/cpp/examples/orc_io/common_utils.cpp b/cpp/examples/orc_io/common_utils.cpp new file mode 100644 index 00000000000..a79ca48af86 --- /dev/null +++ b/cpp/examples/orc_io/common_utils.cpp @@ -0,0 +1,137 @@ +/* + * Copyright (c) 2024, NVIDIA CORPORATION. + * + * 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 "common_utils.hpp" + +#include +#include +#include +#include + +#include +#include +#include + +#include +#include +#include + +/** + * @file common_utils.cpp + * @brief Definitions for common utilities for `parquet_io` examples + * + */ + +std::shared_ptr create_memory_resource(bool is_pool_used) +{ + auto cuda_mr = std::make_shared(); + if (is_pool_used) { + return rmm::mr::make_owning_wrapper( + cuda_mr, rmm::percent_of_free_device_memory(50)); + } + return cuda_mr; +} + +cudf::io::column_encoding get_encoding_type(std::string name) +{ + using encoding_type = cudf::io::column_encoding; + + static std::unordered_map const map = { + {"DEFAULT", encoding_type::USE_DEFAULT}, + {"DICTIONARY", encoding_type::DICTIONARY}, + {"PLAIN", encoding_type::PLAIN}, + {"DELTA_BINARY_PACKED", encoding_type::DELTA_BINARY_PACKED}, + {"DELTA_LENGTH_BYTE_ARRAY", encoding_type::DELTA_LENGTH_BYTE_ARRAY}, + {"DELTA_BYTE_ARRAY", encoding_type::DELTA_BYTE_ARRAY}, + }; + + std::transform(name.begin(), name.end(), name.begin(), ::toupper); + if (map.find(name) != map.end()) { return map.at(name); } + throw std::invalid_argument(name + + " is not a valid encoding type.\n\n" + "Available encoding types: DEFAULT, DICTIONARY, PLAIN,\n" + "DELTA_BINARY_PACKED, DELTA_LENGTH_BYTE_ARRAY,\n" + "DELTA_BYTE_ARRAY\n\n"); +} + +cudf::io::compression_type get_compression_type(std::string name) +{ + using compression_type = cudf::io::compression_type; + + static std::unordered_map const map = { + {"NONE", compression_type::NONE}, + {"AUTO", compression_type::AUTO}, + {"SNAPPY", compression_type::SNAPPY}, + {"LZ4", compression_type::LZ4}, + {"ZSTD", compression_type::ZSTD}}; + + std::transform(name.begin(), name.end(), name.begin(), ::toupper); + if (map.find(name) != map.end()) { return map.at(name); } + throw std::invalid_argument(name + + " is not a valid compression type.\n\n" + "Available compression types: NONE, AUTO, SNAPPY,\n" + "LZ4, ZSTD\n\n"); +} + +bool get_boolean(std::string input) +{ + std::transform(input.begin(), input.end(), input.begin(), ::toupper); + + // Check if the input string matches to any of the following + return input == "ON" or input == "TRUE" or input == "YES" or input == "Y" or input == "T"; +} + +void check_tables_equal(cudf::table_view const& lhs_table, cudf::table_view const& rhs_table) +{ + try { + // Left anti-join the original and transcoded tables + // identical tables should not throw an exception and + // return an empty indices vector + auto const indices = cudf::left_anti_join(lhs_table, rhs_table, cudf::null_equality::EQUAL); + + // No exception thrown, check indices + auto const valid = indices->size() == 0; + std::cout << "Tables identical: " << valid << "\n\n"; + } catch (std::exception& e) { + std::cerr << e.what() << std::endl << std::endl; + throw std::runtime_error("Tables identical: false\n\n"); + } +} + +std::unique_ptr concatenate_tables(std::vector> tables, + rmm::cuda_stream_view stream) +{ + if (tables.size() == 1) { return std::move(tables[0]); } + + std::vector table_views; + table_views.reserve(tables.size()); + std::transform( + tables.begin(), tables.end(), std::back_inserter(table_views), [&](auto const& tbl) { + return tbl->view(); + }); + // Construct the final table + return cudf::concatenate(table_views, stream); +} + +std::string current_date_and_time() +{ + auto const time = std::chrono::system_clock::to_time_t(std::chrono::system_clock::now()); + auto const local_time = *std::localtime(&time); + // Stringstream to format the date and time + std::stringstream ss; + ss << std::put_time(&local_time, "%Y-%m-%d-%H-%M-%S"); + return ss.str(); +} diff --git a/cpp/examples/orc_io/common_utils.hpp b/cpp/examples/orc_io/common_utils.hpp new file mode 100644 index 00000000000..12896e61a0d --- /dev/null +++ b/cpp/examples/orc_io/common_utils.hpp @@ -0,0 +1,89 @@ +/* + * Copyright (c) 2024, NVIDIA CORPORATION. + * + * 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 +#include + +#include +#include + +#include +#include + +/** + * @file common_utils.hpp + * @brief Common utilities for `parquet_io` examples + * + */ + +/** + * @brief Create memory resource for libcudf functions + * + * @param pool Whether to use a pool memory resource. + * @return Memory resource instance + */ +std::shared_ptr create_memory_resource(bool is_pool_used); + +/** + * @brief Get encoding type from the keyword + * + * @param name encoding keyword name + * @return corresponding column encoding type + */ +[[nodiscard]] cudf::io::column_encoding get_encoding_type(std::string name); + +/** + * @brief Get compression type from the keyword + * + * @param name compression keyword name + * @return corresponding compression type + */ +[[nodiscard]] cudf::io::compression_type get_compression_type(std::string name); + +/** + * @brief Get boolean from they keyword + * + * @param input keyword affirmation string such as: Y, T, YES, TRUE, ON + * @return true or false + */ +[[nodiscard]] bool get_boolean(std::string input); + +/** + * @brief Check if two tables are identical, throw an error otherwise + * + * @param lhs_table View to lhs table + * @param rhs_table View to rhs table + */ +void check_tables_equal(cudf::table_view const& lhs_table, cudf::table_view const& rhs_table); + +/** + * @brief Concatenate a vector of tables and return the resultant table + * + * @param tables Vector of tables to concatenate + * @param stream CUDA stream to use + * + * @return Unique pointer to the resultant concatenated table. + */ +std::unique_ptr concatenate_tables(std::vector> tables, + rmm::cuda_stream_view stream); + +/** + * @brief Returns a string containing current date and time + * + */ +std::string current_date_and_time(); diff --git a/cpp/examples/orc_io/io_source.cpp b/cpp/examples/orc_io/io_source.cpp new file mode 100644 index 00000000000..019b3f96474 --- /dev/null +++ b/cpp/examples/orc_io/io_source.cpp @@ -0,0 +1,97 @@ +/* + * Copyright (c) 2024, NVIDIA CORPORATION. + * + * 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 "io_source.hpp" + +#include +#include + +#include +#include + +#include + +#include +#include +#include + +rmm::host_async_resource_ref pinned_memory_resource() +{ + static auto mr = rmm::mr::pinned_host_memory_resource{}; + return mr; +} + +io_source_type get_io_source_type(std::string name) +{ + static std::unordered_map const map = { + {"FILEPATH", io_source_type::FILEPATH}, + {"HOST_BUFFER", io_source_type::HOST_BUFFER}, + {"PINNED_BUFFER", io_source_type::PINNED_BUFFER}, + {"DEVICE_BUFFER", io_source_type::DEVICE_BUFFER}}; + + std::transform(name.begin(), name.end(), name.begin(), ::toupper); + if (map.find(name) != map.end()) { + return map.at(name); + } else { + throw std::invalid_argument(name + + " is not a valid io source type. Available: FILEPATH,\n" + "HOST_BUFFER, PINNED_BUFFER, DEVICE_BUFFER.\n\n"); + } +} + +io_source::io_source(std::string_view file_path, io_source_type type, rmm::cuda_stream_view stream) + : pinned_buffer({pinned_memory_resource(), stream}), d_buffer{0, stream} +{ + std::string const file_name{file_path}; + auto const file_size = std::filesystem::file_size(file_name); + + // For filepath make a quick source_info and return early + if (type == io_source_type::FILEPATH) { + source_info = cudf::io::source_info(file_name); + return; + } + + std::ifstream file{file_name, std::ifstream::binary}; + + // Copy file contents to the specified io source buffer + switch (type) { + case io_source_type::HOST_BUFFER: { + h_buffer.resize(file_size); + file.read(h_buffer.data(), file_size); + source_info = cudf::io::source_info(h_buffer.data(), file_size); + break; + } + case io_source_type::PINNED_BUFFER: { + pinned_buffer.resize(file_size); + file.read(pinned_buffer.data(), file_size); + source_info = cudf::io::source_info(pinned_buffer.data(), file_size); + break; + } + case io_source_type::DEVICE_BUFFER: { + h_buffer.resize(file_size); + file.read(h_buffer.data(), file_size); + d_buffer.resize(file_size, stream); + CUDF_CUDA_TRY(cudaMemcpyAsync( + d_buffer.data(), h_buffer.data(), file_size, cudaMemcpyDefault, stream.value())); + + source_info = cudf::io::source_info(d_buffer); + break; + } + default: { + throw std::runtime_error("Encountered unexpected source type\n\n"); + } + } +} diff --git a/cpp/examples/orc_io/io_source.hpp b/cpp/examples/orc_io/io_source.hpp new file mode 100644 index 00000000000..a614d348fae --- /dev/null +++ b/cpp/examples/orc_io/io_source.hpp @@ -0,0 +1,101 @@ +/* + * Copyright (c) 2024, NVIDIA CORPORATION. + * + * 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 + +#include +#include +#include + +#include + +#include + +/** + * @file io_source.hpp + * @brief Utilities for constructing the specified IO sources from the input parquet files. + * + */ + +/** + * @brief Available IO source types + */ +enum class io_source_type { FILEPATH, HOST_BUFFER, PINNED_BUFFER, DEVICE_BUFFER }; + +/** + * @brief Get io source type from the string keyword argument + * + * @param name io source type keyword name + * @return io source type + */ +[[nodiscard]] io_source_type get_io_source_type(std::string name); + +/** + * @brief Create and return a reference to a static pinned memory pool + * + * @return Reference to a static pinned memory pool + */ +rmm::host_async_resource_ref pinned_memory_resource(); + +/** + * @brief Custom allocator for pinned_buffer via RMM. + */ +template +struct pinned_allocator : public std::allocator { + pinned_allocator(rmm::host_async_resource_ref _mr, rmm::cuda_stream_view _stream) + : mr{_mr}, stream{_stream} + { + } + + T* allocate(std::size_t n) + { + auto ptr = mr.allocate_async(n * sizeof(T), rmm::RMM_DEFAULT_HOST_ALIGNMENT, stream); + stream.synchronize(); + return static_cast(ptr); + } + + void deallocate(T* ptr, std::size_t n) + { + mr.deallocate_async(ptr, n * sizeof(T), rmm::RMM_DEFAULT_HOST_ALIGNMENT, stream); + } + + private: + rmm::host_async_resource_ref mr; + rmm::cuda_stream_view stream; +}; + +/** + * @brief Class to create a cudf::io::source_info of given type from the input parquet file + * + */ +class io_source { + public: + io_source(std::string_view file_path, io_source_type io_type, rmm::cuda_stream_view stream); + + // Get the internal source info + [[nodiscard]] cudf::io::source_info get_source_info() const { return source_info; } + + private: + // alias for pinned vector + template + using pinned_vector = thrust::host_vector>; + cudf::io::source_info source_info; + std::vector h_buffer; + pinned_vector pinned_buffer; + rmm::device_uvector d_buffer; +}; diff --git a/cpp/examples/orc_io/orc_io.cpp b/cpp/examples/orc_io/orc_io.cpp new file mode 100644 index 00000000000..52d282f40b5 --- /dev/null +++ b/cpp/examples/orc_io/orc_io.cpp @@ -0,0 +1,117 @@ +/* + * Copyright (c) 2024, NVIDIA CORPORATION. + * + * 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 "../utilities/timer.hpp" +#include "common_utils.hpp" +#include "io_source.hpp" + +#include +#include +#include + +#include + +/** + * @file orc_io.cpp + * @brief Demonstrates usage of the libcudf APIs to read and write + * orc file format with different encodings and compression types + * + * The following encoding and compression ztypes are demonstrated: + * Encoding Types: DEFAULT, DICTIONARY, PLAIN, DELTA_BINARY_PACKED, + * DELTA_LENGTH_BYTE_ARRAY, DELTA_BYTE_ARRAY + * + * Compression Types: NONE, AUTO, SNAPPY, LZ4, ZSTD + * + */ + +/** + * @brief Read orc input from file + * + * @param filepath path to input orc file + * @return cudf::io::table_with_metadata + */ +cudf::io::table_with_metadata read_orc(std::string filepath) +{ + auto source_info = cudf::io::source_info(filepath); + auto builder = cudf::io::orc_reader_options::builder(source_info).columns({"b"}); + auto options = builder.build(); + return cudf::io::read_orc(options); +} + +/** + * @brief Function to print example usage and argument information. + */ +void print_usage() +{ + std::cout << "\nUsage: orc \n" + " \n\n" + "Available encoding types: DEFAULT, DICTIONARY, PLAIN, DELTA_BINARY_PACKED,\n" + " DELTA_LENGTH_BYTE_ARRAY, DELTA_BYTE_ARRAY\n\n" + "Available compression types: NONE, AUTO, SNAPPY, LZ4, ZSTD\n\n"; +} + +/** + * @brief Main for nested_types examples + * + * Command line parameters: + * 1. orc input file name/path (default: "example.orc") + * 2. orc output file name/path (default: "output.orc") + * 3. encoding type for columns (default: "DELTA_BINARY_PACKED") + * 4. compression type (default: "ZSTD") + * 5. optional: use page size stats metadata (default: "NO") + * + * Example invocation from directory `cudf/cpp/examples/orc_io`: + * ./build/orc_io example.orc output.orc DELTA_BINARY_PACKED ZSTD + * + */ +int main(int argc, char const** argv) +{ + std::string input_filepath = "example.orc"; + std::string output_filepath = "output.orc"; + cudf::io::column_encoding encoding = get_encoding_type("DELTA_BINARY_PACKED"); + cudf::io::compression_type compression = get_compression_type("ZSTD"); + std::optional page_stats = std::nullopt; + + switch (argc) { + case 6: + page_stats = get_boolean(argv[5]) + ? std::make_optional(cudf::io::statistics_freq::STATISTICS_COLUMN) + : std::nullopt; + [[fallthrough]]; + case 5: compression = get_compression_type(argv[4]); [[fallthrough]]; + case 4: encoding = get_encoding_type(argv[3]); [[fallthrough]]; + case 3: output_filepath = argv[2]; [[fallthrough]]; + case 2: // Check if instead of input_paths, the first argument is `-h` or `--help` + if (auto arg = std::string{argv[1]}; arg != "-h" and arg != "--help") { + input_filepath = std::move(arg); + break; + } + [[fallthrough]]; + default: print_usage(); throw std::runtime_error(""); + } + + // Create and use a memory pool + bool is_pool_used = true; + auto resource = create_memory_resource(is_pool_used); + cudf::set_current_device_resource(resource.get()); + + // Read input orc file + cudf::examples::timer timer; + auto [input, metadata] = read_orc(input_filepath); + timer.print_elapsed_millis(); + + return 0; +} diff --git a/cpp/examples/orc_io/timestamp_bug.snappy.orc b/cpp/examples/orc_io/timestamp_bug.snappy.orc new file mode 100644 index 0000000000000000000000000000000000000000..df09710e381ca61a9e7fee9183e5158412aa3207 GIT binary patch literal 1015862 zcmZs@f1J$q`v3oYz4kTJYsPCXuX&movtxIxwYIg(V6oT`OB+kGew1I;7Dc6U`bDJ@ zLP(N+D3y?eB&j4x=$BN|FQ*?WR8DnD>U5maiO>Bx&inTL=X*M9cINq-*X#Mbp4aub zuIq7K&#fQQXM|GQoTBh4I^ZtI4pPTM|NsBr6;j@!PJ`6pQ`B#fo5P84o>EFT<~!PT zm9LYt*9QivaMQ4(-aM;SCSN&Q9x0%7JJU=#``@;j6(qv}wc!Wrv`k7l zukDJaytg;mBh8z8zu?Vxv+_onH}l`%&FZ~*opU2!St)a;e>`VB)+%G}wC1t=X72sh zS?2d$%dKW5&B89DM_;j4RKBE~eNX2Xdf(5t|6N(lQx95&C8_W!jL-hcuFeco&aZb` 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