From 18974ac3f33ba3b2ba197d14c37b442b047c23db Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 15:31:06 +0100 Subject: [PATCH 01/33] start from a blank slate --- .github/ISSUE_TEMPLATE/bug_report.md | 23 - .github/ISSUE_TEMPLATE/config.yml | 1 - .github/ISSUE_TEMPLATE/custom.md | 10 - .github/ISSUE_TEMPLATE/feature_request.md | 20 - .github/PULL_REQUEST_TEMPLATE.md | 6 - .github/workflows/build_all.yml | 21 - .github/workflows/rust.yml | 78 +- .gitignore | 18 +- Cargo.toml | 8 + LICENSE | 20 +- Makefile | 33 - README.md | 7 - blackheap-benchmark/.gitignore | 81 - blackheap-benchmark/Makefile | 21 - blackheap-benchmark/README.md | 10 - blackheap-benchmark/src/arg_parser.c | 334 - blackheap-benchmark/src/arg_parser.h | 57 - blackheap-benchmark/src/helper.c | 242 - blackheap-benchmark/src/helper.h | 98 - blackheap-benchmark/src/io_benchmark.c | 263 - blackheap-benchmark/src/io_benchmark.h | 109 - blackheap-benchmark/src/main.c | 22 - blackheap-benchmark/src/output.c | 61 - blackheap-benchmark/src/output.h | 7 - blackheap-frontend/.gitignore | 23 - blackheap-frontend/.nvmrc | 1 - blackheap-frontend/.prettierignore | 7 - blackheap-frontend/.prettierrc.json | 1 - blackheap-frontend/README.md | 13 - blackheap-frontend/config/env.js | 104 - blackheap-frontend/config/getHttpsConfig.js | 66 - .../config/jest/babelTransform.js | 29 - .../config/jest/cssTransform.js | 14 - .../config/jest/fileTransform.js | 40 - blackheap-frontend/config/modules.js | 134 - blackheap-frontend/config/paths.js | 77 - blackheap-frontend/config/webpack.config.js | 764 -- .../persistentCache/createEnvironmentHash.js | 9 - .../config/webpackDevServer.config.js | 127 - blackheap-frontend/package.json | 160 - blackheap-frontend/postcss.config.js | 6 - blackheap-frontend/public/index.html | 17 - blackheap-frontend/scripts/build.js | 217 - blackheap-frontend/scripts/start.js | 154 - blackheap-frontend/scripts/test.js | 52 - .../src/components/Blackheap.tsx | 8 - blackheap-frontend/src/components/Formula.tsx | 15 - blackheap-frontend/src/components/KdePlot.tsx | 85 - blackheap-frontend/src/components/Sidebar.tsx | 23 - .../src/components/SingleFunctionPlot.tsx | 66 - .../src/components/UnifiedFunctionPlot.tsx | 80 - .../src/contexts/ModelContext.tsx | 27 - blackheap-frontend/src/index.tsx | 72 - blackheap-frontend/src/react-app-env.d.ts | 71 - blackheap-frontend/src/routes/Dashboard.tsx | 65 - blackheap-frontend/src/routes/Evaluation.tsx | 5 - .../src/routes/FileUploader.tsx | 47 - blackheap-frontend/src/routes/NotFound.tsx | 19 - blackheap-frontend/src/routes/Overview.tsx | 38 - blackheap-frontend/src/routes/Plotview.tsx | 67 - blackheap-frontend/src/tailwind.css | 3 - blackheap-frontend/src/types/Model.ts | 60 - .../src/types/PreloadeeRecords.ts | 16 - blackheap-frontend/src/utils/ModelUtils.ts | 96 - .../src/utils/PreloadeeRecordsUtils.ts | 24 - blackheap-frontend/tailwind.config.js | 11 - blackheap-frontend/tsconfig.json | 20 - 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-1,23 +0,0 @@ ---- -name: Bug report -about: Create a report to help us improve -title: '' -labels: '' -assignees: '' - ---- - -**Describe the bug** - -**To Reproduce** - -**Expected behavior** - -**Desktop (please complete the following information):** - - Distro: - - Linux version: - - gcc version: - - Rust version: - -**Additional context** -Add any other context about the problem here. diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml deleted file mode 100644 index 0086358..0000000 --- a/.github/ISSUE_TEMPLATE/config.yml +++ /dev/null @@ -1 +0,0 @@ -blank_issues_enabled: true diff --git a/.github/ISSUE_TEMPLATE/custom.md b/.github/ISSUE_TEMPLATE/custom.md deleted file mode 100644 index 48d5f81..0000000 --- a/.github/ISSUE_TEMPLATE/custom.md +++ /dev/null @@ -1,10 +0,0 @@ ---- -name: Custom issue template -about: Describe this issue template's purpose here. -title: '' -labels: '' -assignees: '' - ---- - - diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md deleted file mode 100644 index bbcbbe7..0000000 --- a/.github/ISSUE_TEMPLATE/feature_request.md +++ /dev/null @@ -1,20 +0,0 @@ ---- -name: Feature request -about: Suggest an idea for this project -title: '' -labels: '' -assignees: '' - ---- - -**Is your feature request related to a problem? Please describe.** -A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] - -**Describe the solution you'd like** -A clear and concise description of what you want to happen. - -**Describe alternatives you've considered** -A clear and concise description of any alternative solutions or features you've considered. - -**Additional context** -Add any other context or screenshots about the feature request here. diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md deleted file mode 100644 index 68f8728..0000000 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ /dev/null @@ -1,6 +0,0 @@ -Fixes # - -## Proposed Changes - - - - - - diff --git a/.github/workflows/build_all.yml b/.github/workflows/build_all.yml deleted file mode 100644 index 54f57dc..0000000 --- a/.github/workflows/build_all.yml +++ /dev/null @@ -1,21 +0,0 @@ -name: Build full project -on: - push: - branches: [ master ] - pull_request: - branches: [ master ] -env: - CARGO_TERM_COLOR: always -jobs: - build: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v3 - - name: preparation - run: | - rustup update stable - rustup default stable - npm i -g yarn - - name: build - run: make - diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml index ec7e272..90d3857 100644 --- a/.github/workflows/rust.yml +++ b/.github/workflows/rust.yml @@ -7,21 +7,69 @@ on: env: CARGO_TERM_COLOR: always jobs: - build: + build_works: + name: Build Works runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 - - run: | - rustup update - rustup component add clippy - rustup component add rustfmt - - name: Check - working-directory: ./blackheap-modeller - run: cargo check - - name: Run clippy - working-directory: ./blackheap-modeller - run: cargo clippy -- -Dwarnings - - name: Run Fmt - working-directory: ./blackheap-modeller - run: cargo fmt --check + - uses: actions/checkout@v3 + - uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + - name: run cargo build --release + run: | + cargo build --release + test: + name: Test + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + - name: run cargo test + run: | + cargo test + fmt: + name: fmt + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + - name: run cargo fmt --check + run: | + cargo fmt --check + clippy: + name: clippy + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + - name: run cargo clippy + run: | + cargo clippy + doc: + name: Doc + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + - name: run cargo doc + run: | + cargo doc diff --git a/.gitignore b/.gitignore index f8ae934..2ee01cd 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,15 @@ -.vscode -blackheap +# Generated by Cargo +# will have compiled files and executables +debug/ +target/ + +# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries +# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html +Cargo.lock + +# These are backup files generated by rustfmt +**/*.rs.bk + +# MSVC Windows builds of rustc generate these, which store debugging information +*.pdb -# If you just use blackheap locally, please don't commit -/**/default-model diff --git a/Cargo.toml b/Cargo.toml new file mode 100644 index 0000000..968945d --- /dev/null +++ b/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "blackheap" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] diff --git a/LICENSE b/LICENSE index baebc1b..36d2316 100644 --- a/LICENSE +++ b/LICENSE @@ -1,19 +1,7 @@ -Copyright (c) 2022 Lars Quentin +Copyright (c) 2022-2024 Lars Quentin -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. +THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Makefile b/Makefile deleted file mode 100644 index f2b2e4e..0000000 --- a/Makefile +++ /dev/null @@ -1,33 +0,0 @@ -all: clean build-rust - -run: build-rust - ./blackheap - -clean: - rm -f ./blackheap-modeller/assets/blackheap-benchmark.exe - rm -f ./blackheap-modeller/assets/index.html - rm -f blackheap - rm -rf ./blackheap-benchmark/build - rm -rf ./blackheap-frontend/{build,node_modules} - - -build-rust: build-react build-c - cd blackheap-modeller && \ - cargo build --release && \ - cd .. && \ - cp ./blackheap-modeller/target/release/blackheap . - -build-react: - cd blackheap-frontend && \ - yarn && \ - yarn build && \ - cd .. && \ - cp ./blackheap-frontend/build/index.html ./blackheap-modeller/assets - -build-c: - cd blackheap-benchmark && \ - make build && \ - cd .. && \ - cp ./blackheap-benchmark/build/blackheap-benchmark.exe ./blackheap-modeller/assets - -.phony: all clean build-rust build-react build-c diff --git a/README.md b/README.md deleted file mode 100644 index c569f27..0000000 --- a/README.md +++ /dev/null @@ -1,7 +0,0 @@ -# RECODE IN PROGRESS SEE BRANCH ETA MID 2024 - -![Blackheap Logo](./icon.png) - -This tool creates a performance model of your I/O speed and further allows to predict future preformance. - -# [Link to the Documentation](https://lquenti.github.io/blackheap/book/) diff --git a/blackheap-benchmark/.gitignore b/blackheap-benchmark/.gitignore deleted file mode 100644 index 4a106c8..0000000 --- a/blackheap-benchmark/.gitignore +++ /dev/null @@ -1,81 +0,0 @@ -build -# Created by https://www.toptal.com/developers/gitignore/api/c,vim -# Edit at https://www.toptal.com/developers/gitignore?templates=c,vim - -### C ### -# Prerequisites -*.d - -# Object files -*.o -*.ko -*.obj -*.elf - -# Linker output -*.ilk -*.map -*.exp - -# Precompiled Headers -*.gch -*.pch - -# Libraries -*.lib -*.a -*.la -*.lo - -# Shared objects (inc. Windows DLLs) -*.dll -*.so -*.so.* -*.dylib - -# Executables -*.exe -*.out -*.app -*.i*86 -*.x86_64 -*.hex - -# Debug files -*.dSYM/ -*.su -*.idb -*.pdb - -# Kernel Module Compile Results -*.mod* -*.cmd -.tmp_versions/ -modules.order -Module.symvers -Mkfile.old -dkms.conf - -### Vim ### -# Swap -[._]*.s[a-v][a-z] -!*.svg # comment out if you don't need vector files -[._]*.sw[a-p] -[._]s[a-rt-v][a-z] -[._]ss[a-gi-z] -[._]sw[a-p] - -# Session -Session.vim -Sessionx.vim - -# Temporary -.netrwhist -*~ -# Auto-generated tag files -tags -# Persistent undo -[._]*.un~ - -# End of https://www.toptal.com/developers/gitignore/api/c,vim - diff --git a/blackheap-benchmark/Makefile b/blackheap-benchmark/Makefile deleted file mode 100644 index d32d086..0000000 --- a/blackheap-benchmark/Makefile +++ /dev/null @@ -1,21 +0,0 @@ -all: clean make-build-folder build show-help - -clean: - rm -rf build - -make-build-folder: clean - mkdir build - -build: make-build-folder - gcc -Wall -Wextra -Wpedantic -std=gnu11 -O2 -D_GNU_SOURCE -o ./build/blackheap-benchmark.exe ./src/*.c -lrt - -show-help: build - ./build/blackheap-benchmark.exe --help - -example: build - ./build/blackheap-benchmark.exe --read --file=/dev/shm/example_benchmark.dat --mem-pattern=seq --file-pattern=seq --repeats=5 --mem-buf=5242880 --file-buf=67108864 --access-size=1048576 - -special-example: build - ./build/blackheap-benchmark.exe --read --file=/dev/zero --mem-pattern=seq --file-pattern=rnd --repeats=5 --mem-buf=5242880 --file-buf=67108864 --access-size=1048576 - -.PHONY: all clean make-build-folder build show-help diff --git a/blackheap-benchmark/README.md b/blackheap-benchmark/README.md deleted file mode 100644 index fa7d3b1..0000000 --- a/blackheap-benchmark/README.md +++ /dev/null @@ -1,10 +0,0 @@ -# Yet another file I/O Benchmarker - -## Technical Decisions -- `make` and `gcc` for compilation -- For IDE support: `compile_commands.json` generated via [bear](https://github.com/rizsotto/Bear) in order to support LSP-Servers like [clangd](https://clangd.llvm.org/). -- Program depends on glibc for argument parsing -- The program uses [SemVer](https://semver.org/) - -## License -2021-2022 MIT Lars Quentin diff --git a/blackheap-benchmark/src/arg_parser.c b/blackheap-benchmark/src/arg_parser.c deleted file mode 100644 index 3690ac4..0000000 --- a/blackheap-benchmark/src/arg_parser.c +++ /dev/null @@ -1,334 +0,0 @@ -// -// Created by lquenti on 02.12.21. -// - - -#include -#include -#include -#include -#include - -#include -#include -#include - -#include"arg_parser.h" - -/* argp uses cool default indexing when one does not define some values. - * Thus, this is okay (and intended) in this file. - */ -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wmissing-field-initializers" - - -const char *DEFAULT_FILENAME = "blackheap_benchmark_test_file.dat"; -const char *DEFAULT_FILEPATH = "/tmp/blackheap_benchmark_test_file.dat"; -const char *argp_program_bug_address = "https://github.com/lquenti/blackheap/issues"; -const char *argp_program_version = "0.1.0"; - - -static inline access_pattern_t parse_access_pattern(char *p, struct argp_state *state) -{ - to_lower_str(p); - if (strcmp(p, "off0") == 0) - { - return ACCESS_PATTERN_CONST; - } - else if (strcmp(p, "seq") == 0) - { - return ACCESS_PATTERN_SEQUENTIAL; - } - else if (strcmp(p, "rnd") == 0) - { - return ACCESS_PATTERN_RANDOM; - } - argp_error(state, "Unknown access pattern '%s'\n", p); - exit(1); -} - -static inline void get_size_t_or_fail(const char *str, size_t *out, struct argp_state *state) -{ - int ret = sscanf(str, "%zu", out); - if (ret == EOF) - { - argp_error(state, "Could not read parameters; EOF encountered while parsing number '%s' with error '%s'.\n", - str, - strerror(errno)); - } - else if (ret == 0) - { - argp_error(state, "Could not read parameters; Could not convert number '%s'\n", str); - } -} - -/* This function does 2 things: - * 1. We have to check whether we have a normal file or not. - * If we do not have a normal file, we probably can't just - * write into it to change it's size. - * By normal files, I mean things like: - * - Character special devices - * - Block special devices - * - Pipes - * See: https://www.gnu.org/software/libc/manual/html_node/Testing-File-Type.html - * 2. If they, by mistake or not, set the filepath to a directory, we create a file into - * that directory. - */ -static bool is_normal_file(char **path_ptr) -{ - struct stat st; - int res = stat(*path_ptr, &st); - - /* if it failed, it either does not exist or it REALLY failed. */ - if (res == -1) - { - if (errno != ENOENT) - { - fprintf(stderr, "ERROR: %s is an invalid path. Please check permissions.\n", *path_ptr); - exit(1); - } - /* So it was just non-existing */ - int fd = open_or_die(*path_ptr, O_CREAT | O_WRONLY, 0644); - close_or_die(fd); - /* We know it's a file, thus we are good */ - return true; - } - - /* The stat request worked. If it is a file, we are good */ - if (S_ISREG(st.st_mode)) - { - return true; - } - /* If it is a directory, let's create a file within it */ - if (S_ISDIR(st.st_mode)) - { - /* I know, I know this is formally a memory leak - * but I couldn't be less bothered because - * argvs are not freed anyways - */ - char *buffer = malloc(sizeof(char) * 128); - strcpy(buffer, *path_ptr); - strcat(buffer, "/"); - strcat(buffer, DEFAULT_FILENAME); - int fd = open_or_die(buffer, O_CREAT | O_WRONLY, 0644); - close_or_die(fd); - /* Here we are changing it to a file. - * So it looks like we never had a wrong input :) - */ - *path_ptr = buffer; - return true; - } - /* It exists and is neither a file nor a directory, we have to be careful. */ - return false; -} - -static inline void check_argument_numbers(const benchmark_config_parser_t *config, struct argp_state *state) -{ - if (config->number_of_missing_arugments != 0) - argp_error(state, "Wrong number of arguments:\n"); -} -static inline void check_read_and_write(const benchmark_config_parser_t *config, struct argp_state *state) -{ - if (config->read_was_selected && config->write_was_selected) - argp_error(state, "Both --read and --write were selected"); - if (!(config->read_was_selected || config->write_was_selected)) - argp_error(state, "Neither --read and --write were selected"); -} -/** - * Both strategies have the goal that the vfs page cache is bypassed. - * Thus, it doesn't make sense if both are activated. - */ -static inline void check_both_memory_restriction_were_set(const benchmark_config_parser_t *config, struct argp_state *state) { - if (config->o_direct_was_selected && config->free_ram_if_selected != 0) - argp_error(state, "Selecting both --free-ram and --o-direct will screw the results"); -} -static inline void check_access_size_larger_mem_buf(const benchmark_config_parser_t *config, struct argp_state *state) -{ - if (config->access_size_in_bytes > config->memory_buffer_in_bytes) - argp_error(state, "The access size of a single request can't be larger than than the whole memory buffer"); -} -static inline void check_access_size_larger_file_buf(const benchmark_config_parser_t *config, struct argp_state *state) -{ - if (config->access_size_in_bytes > config->file_size_in_bytes) - argp_error(state, "The access size of a single request can't be larger than than the whole file size"); -} - -/** Check whether we can sequentially read without wrapping. - * - * The big advantage of sequential reads (compared to let's say random ones) is that the - * kernel can prefetch accordingly. - * - * Let's say that we have n tests. The access size of each I/O read is b Bytes. - * Let's now say that either the file size is smaller than n*b. Then we have to - * start at the beginning, thus creating a spike. - * - * Storage is not scarce anymore, especially in our access sizes. - */ -static inline void check_needs_to_wrap(const benchmark_config_parser_t *config, struct argp_state *state) -{ - size_t size_needed = config->access_size_in_bytes * config->number_of_io_op_tests; - bool use_prefetching = config->access_pattern_in_file == ACCESS_PATTERN_SEQUENTIAL; - if (use_prefetching && size_needed > config->file_size_in_bytes) - argp_error(state, "When reading sequentially, we need a file buffer size of at least access_size * number_of_tests bytes"); -} - -static inline void check_does_not_try_to_delete_special_file(const benchmark_config_parser_t *config, struct argp_state *state) -{ - if ((!config->prepare_file_size) && config->delete_afterwards_was_selected) - argp_error(state, "You can't delete a special file like '%s'\n--delete-afterwards is invalid here", - config->filepath); -} - -static error_t parse_opt(int key, char *arg, struct argp_state *state) -{ - benchmark_config_parser_t *config = state->input; - - switch (key) - { - case 'r': - config->is_read_operation = true; - config->read_was_selected = true; - break; - case 'w': - config->is_read_operation = false; - config->write_was_selected = true; - break; - case ID_MEM_PATTERN: - config->access_pattern_in_file = parse_access_pattern(arg, state); - config->number_of_missing_arugments--; - break; - case ID_FILE_PATTERN: - config->access_pattern_in_memory = parse_access_pattern(arg, state); - config->number_of_missing_arugments--; - break; - case ID_FILEPATH: - config->filepath = arg; - config->prepare_file_size = is_normal_file(&config->filepath); - break; - case ID_REPEATS: - get_size_t_or_fail(arg, &config->number_of_io_op_tests, state); - config->number_of_missing_arugments--; - break; - case ID_MEM_SIZE: - get_size_t_or_fail(arg, &config->memory_buffer_in_bytes, state); - config->number_of_missing_arugments--; - break; - case ID_FILE_SIZE: - get_size_t_or_fail(arg, &config->file_size_in_bytes, state); - config->number_of_missing_arugments--; - break; - case ID_ACCESS_SIZE: - get_size_t_or_fail(arg, &config->access_size_in_bytes, state); - config->number_of_missing_arugments--; - break; - case ID_RESTRICT_FREE_RAM: - get_size_t_or_fail(arg, &config->free_ram_if_selected, state); - break; - case ID_USE_O_DIRECT: - config->o_direct_was_selected = true; - break; - case ID_DROP_CACHE: - config->drop_cache_was_selected = true; - break; - case ID_DO_REREAD: - config->reread_was_selected = true; - break; - case ID_DELETE_AFTERWARDS: - config->delete_afterwards_was_selected = true; - break; - case ARGP_KEY_END: - check_argument_numbers(config, state); - check_read_and_write(config, state); - check_both_memory_restriction_were_set(config, state); - check_access_size_larger_mem_buf(config, state); - check_access_size_larger_file_buf(config, state); - check_needs_to_wrap(config, state); - check_does_not_try_to_delete_special_file(config, state); - break; - } - return 0; -} - -static struct argp_option options[] = { - /* Define a group for all io_benchmark options in case someone wants to embed them. */ - {0, 0, 0, 0, "Benchmark Options:", GROUP_BENCHMARK_OPTIONS}, - - /* Read and write are mutually exclusive. */ - {0, 0, 0, 0, "Possible Benchmark Operations:", GROUP_BENCHMARK_OPERATIONS}, - {"read", 'r', 0, 0, "Benchmark a read operation."}, - {"write", 'w', 0, 0, "Benchmark a write operation."}, - - /* File Patterns */ - {0, 0, 0, 0, "Access Patterns:\nPossible MODES: off0,seq,rnd", GROUP_ACCESS_PATTERNS}, - {"mem-pattern", ID_MEM_PATTERN, "MODE", 0, "Pattern to access the memory buffer which interacts with the file."}, - {"file-pattern", ID_FILE_PATTERN, "MODE", 0, "Pattern to access the benchmarked file."}, - - /* Other Benchmark Parameters */ - {0, 0, 0, 0, "Other Parameters:", GROUP_OTHER_PARAMETERS}, - {"file", ID_FILEPATH, "PATH", OPTION_ARG_OPTIONAL, "Path to directory/file from where to benchmark.\nDefault: /tmp/"}, - {"repeats", ID_REPEATS, "N", 0, "Number of repititions for selected I/O operation."}, - /* Besides actual BYTES-Numbers we also allow KiB, MiB... */ - {"mem-buf", ID_MEM_SIZE, "BYTES", 0, "Size of the memory buffer to read from/write to."}, - {"file-buf", ID_FILE_SIZE, "BYTES", 0, "Size of the file to read from/write to."}, - {"access-size", ID_ACCESS_SIZE, "BYTES", 0, "Size of a single I/O operation."}, - - /* Different Toggles */ - {0, 0, 0, 0, "Mutually exclusive Toggles:", GROUP_TOGGLES}, - {"free-ram", ID_RESTRICT_FREE_RAM, "BYTES", OPTION_ARG_OPTIONAL, "Restrict the RAM to n available byte to force cache eviction."}, - {"o-direct", ID_USE_O_DIRECT, 0, OPTION_ARG_OPTIONAL, "Use O_DIRECT to bypass the VFS page cache"}, - {"drop-cache", ID_DROP_CACHE, 0, OPTION_ARG_OPTIONAL, "Before doing anything, ask Linux to drop the page cache"}, - {"reread", ID_DO_REREAD, 0, OPTION_ARG_OPTIONAL, "Read every block twice, just benchmark the second time."}, - {"delete-afterwards", ID_DELETE_AFTERWARDS, 0, OPTION_ARG_OPTIONAL, "Delete benchmarking file afterwards"}, - - /* -1 is the default group. Let's give it a name. */ - {0, 0, 0, 0, "Miscellaneous:", -1}, - {NULL}}; - -static struct argp argp = { - options, - parse_opt, - "--read|--write --file-pattern=MODE --mem-pattern=MODE --file=[PATH] --repeats=N --mem-buf=BYTES " - "--file-buf=BYTES --access-size=BYTES [--free-ram=BYTES] [--o-direct] [--drop-cache] [--reread] [--delete-afterwards]", - "Note: read or write are mutually exclusive\v" - "The file given will be overwritten, be careful when specifying it."}; - -void parse_benchmark_arguments(int argc, char **argv, benchmark_config_t *out) -{ - benchmark_config_parser_t parser = { - /* Default Initialization */ - .filepath = (char *)DEFAULT_FILEPATH, - .prepare_file_size = true, - .read_was_selected = false, - .write_was_selected = false, - .free_ram_if_selected = 0, - .o_direct_was_selected = false, - .drop_cache_was_selected = false, - .reread_was_selected = false, - .delete_afterwards_was_selected = false, - - /* |{pattern1,pattern2,repeats,mem_buf,file_buf,accss_size}| = 6 */ - .number_of_missing_arugments = 6, - }; - argp_parse(&argp, argc, argv, 0, 0, &parser); - - /* Extract config values */ - benchmark_config_t config = { - .filepath = parser.filepath, - .memory_buffer_in_bytes = parser.memory_buffer_in_bytes, - .file_size_in_bytes = parser.file_size_in_bytes, - .access_size_in_bytes = parser.access_size_in_bytes, - .number_of_io_op_tests = parser.number_of_io_op_tests, - .access_pattern_in_memory = parser.access_pattern_in_memory, - .access_pattern_in_file = parser.access_pattern_in_file, - .is_read_operation = parser.is_read_operation, - .prepare_file_size = parser.prepare_file_size, - .use_o_direct = parser.o_direct_was_selected, - .restrict_free_ram_to = parser.free_ram_if_selected, - .drop_cache_first = parser.drop_cache_was_selected, - .do_reread = parser.reread_was_selected, - .delete_afterwards = parser.delete_afterwards_was_selected, - }; - memcpy(out, &config, sizeof(benchmark_config_t)); -} - -#pragma GCC diagnostic pop diff --git a/blackheap-benchmark/src/arg_parser.h b/blackheap-benchmark/src/arg_parser.h deleted file mode 100644 index 50a28d6..0000000 --- a/blackheap-benchmark/src/arg_parser.h +++ /dev/null @@ -1,57 +0,0 @@ -#ifndef IO_BENCHMARK_ARG_PARSER_H -#define IO_BENCHMARK_ARG_PARSER_H - -#include "io_benchmark.h" -#include "helper.h" - -typedef struct benchmark_config_parser_t -{ - char *filepath; - size_t memory_buffer_in_bytes; - size_t file_size_in_bytes; - size_t access_size_in_bytes; - size_t number_of_io_op_tests; - size_t available_bytes; - access_pattern_t access_pattern_in_memory; - access_pattern_t access_pattern_in_file; - bool is_read_operation; - bool prepare_file_size; - bool read_was_selected; - bool write_was_selected; - size_t free_ram_if_selected; - bool o_direct_was_selected; - bool drop_cache_was_selected; - bool reread_was_selected; - bool delete_afterwards_was_selected; - size_t number_of_missing_arugments; -} benchmark_config_parser_t; - -typedef enum argp_index_values_t -{ - GROUP_BENCHMARK_OPTIONS = 2000, - - GROUP_BENCHMARK_OPERATIONS = 2100, - - GROUP_ACCESS_PATTERNS = 2200, - ID_MEM_PATTERN = 2201, - ID_FILE_PATTERN = 2202, - - GROUP_OTHER_PARAMETERS = 2300, - ID_FILEPATH = 2301, - ID_REPEATS = 2302, - ID_MEM_SIZE = 2303, - ID_FILE_SIZE = 2304, - ID_ACCESS_SIZE = 2305, - - GROUP_TOGGLES = 2400, - ID_RESTRICT_FREE_RAM = 2401, - ID_USE_O_DIRECT = 2402, - ID_DROP_CACHE = 2403, - ID_DO_REREAD = 2404, - ID_DELETE_AFTERWARDS = 2405, -} argp_index_values_t; - -void parse_benchmark_arguments(int argc, char **argv, benchmark_config_t *out); - - -#endif //IO_BENCHMARK_ARG_PARSER_H diff --git a/blackheap-benchmark/src/helper.c b/blackheap-benchmark/src/helper.c deleted file mode 100644 index f970d44..0000000 --- a/blackheap-benchmark/src/helper.c +++ /dev/null @@ -1,242 +0,0 @@ -// -// Created by lquenti on 27.11.21. -// - - - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include - -#include"helper.h" - -void *malloc_or_die(size_t size) -{ - void *res; - if (size == 0) - { - fprintf(stderr, "ERROR: malloc() called with length zero. Exiting...\n"); - exit(1); - } - res = malloc(size); - if (res == 0) - { - fprintf(stderr, "ERROR: malloc() failed.\n"); - exit(1); - } - return res; -} - -int open_or_die(const char *pathname, int flags, mode_t mode) -{ - int res = open(pathname, flags, mode); - if (res == -1) - { - fprintf(stderr, "ERROR: opening %s failed with '%s'\n", pathname, strerror(errno)); - exit(1); - } - return res; -} - -ssize_t read_or_die(int fd, void *buf, size_t count) -{ - if (count > MAX_IO_SIZE) - { - fprintf(stderr, "ERROR: Linux just supports reading up to 0x%x bytes per read\n", MAX_IO_SIZE); - exit(1); - } - ssize_t res = read(fd, buf, count); - if (res == -1) - { - fprintf(stderr, "ERROR: failed to read with '%s'\n", strerror(errno)); - exit(1); - } - if (((size_t)res) != count) - { - fprintf(stderr, "ERROR: Wrong number of bytes read. Expected: %zu Actual: %zu\n", count, res); - exit(1); - } - return res; -} - -ssize_t write_or_die(int fd, void *buf, size_t count) -{ - if (count > MAX_IO_SIZE) - { - fprintf(stderr, "ERROR: Linux just supports writing up to 0x%x bytes per read\n", MAX_IO_SIZE); - exit(1); - } - ssize_t res = write(fd, buf, count); - if (res == -1) - { - fprintf(stderr, "ERROR: failed to write with '%s'\n", strerror(errno)); - exit(1); - } - if (((size_t)res) != count) - { - fprintf(stderr, "ERROR: Wrong number of bytes writen. Expected: %zu Actual: %zu\n", count, res); - exit(1); - } - return res; -} - -int close_or_die(int fd) -{ - int res = close(fd); - if (res == -1) - { - fprintf(stderr, "ERROR: falied to close file with '%s'\n", strerror(errno)); - exit(1); - } - return res; -} - -off_t lseek_or_die(int fd, off_t offset, int whence) -{ - off_t res = lseek(fd, offset, whence); - if (res == -1) - { - fprintf(stderr, "ERROR: lseek failed with '%s'\n", strerror(errno)); - exit(1); - } - return res; -} - -int fsync_or_die(int fd) -{ - int res = fsync(fd); - if (res == -1) - { - fprintf(stderr, "ERROR: fsync failed with '%s'\n", strerror(errno)); - exit(1); - } - return res; -} - -int fstat_or_die(int fd, struct stat *st) -{ - int res = fstat(fd, st); - if (res == -1) - { - fprintf(stderr, "ERROR: fstat failed with '%s'\n", strerror(errno)); - exit(1); - } - return res; -} - -void io_op_worked_or_die(int res, bool is_read_operation) -{ - if (res == -1) - { - fprintf(stderr, "ERROR: %s failed with '%s'\n", (is_read_operation) ? "read" : "write", strerror(errno)); - exit(1); - } -} - -void remove_or_die(const char *pathname) { - int res = remove(pathname); - if (res == -1) { - fprintf(stderr, "ERROR: Could not delete '%s' with error '%s'\n", pathname, strerror(errno)); - exit(1); - } -} - -void strn_to_lower(char *str, size_t n) -{ - /* If n unspecified (i.e. 0) we use the full string. */ - if (n == 0) - n = strlen(str); - for (size_t i = 0; i < n; ++i) - str[i] = tolower(str[i]); -} - -long parse_from_meminfo(char *key) -{ - long res = -1; - size_t keylen = strlen(key); - strn_to_lower(key, keylen); - - /* Find the correct line */ - char buf[100]; - FILE *fp = fopen(MEMINFO, "r"); - while (fgets(buf, sizeof(buf), fp)) - { - strn_to_lower(buf, 0); - if (strncmp(buf, key, keylen)) - continue; - - char *colon = strchr(buf, ':'); - res = atol(colon + 1); - break; - } - fclose(fp); - - return res; -} - -size_t get_available_mem() -{ - /* Needed to allow case insensitive comparison */ - char free[] = "MemFree", cached[] = "Cached", buffers[] = "Buffers"; - return parse_from_meminfo(free) + parse_from_meminfo(cached) + - parse_from_meminfo(buffers); -} - -void allocate_memory_until(size_t space_left_in_kib) -{ - size_t current_available = get_available_mem(); - while (current_available > space_left_in_kib) - { - size_t delta = current_available - space_left_in_kib; - size_t n = (delta < 500 ? delta : 500) * 1024; - - char *p = malloc(n); - if (!p) - { - fprintf(stderr, "dummy malloc failed. available: %zu. Tried to alloc %zu. Quitting...", - current_available, n / 1024); - exit(1); - } - memset(p, '1', n); - current_available = get_available_mem(); - } -} - -/* See: https://unix.stackexchange.com/q/17936 */ -void drop_page_cache() { - /* sync first */ - sync(); - /* Write magic value */ - int fd = open(DROP_PAGE_CACHE, O_WRONLY); - /* Check whether we had the permissions */ - if (fd == -1) { - if (errno == EACCES) { - fprintf(stderr, "In order to clear the cache, we need permissions to open" DROP_PAGE_CACHE "\n"); - exit(1); - } else { - fprintf(stderr, "Unknown Error while opening" DROP_PAGE_CACHE ".\nError: %s\n", strerror(errno)); - exit(1); - } - } - char magic_value = '3'; - write_or_die(fd, &magic_value, sizeof(char)); - /* In case the OS does it non-blockingly */ - sleep(5); - close(fd); -} - -void to_lower_str(char *p) -{ - for (; *p; ++p) - { - *p = tolower(*p); - } -} \ No newline at end of file diff --git a/blackheap-benchmark/src/helper.h b/blackheap-benchmark/src/helper.h deleted file mode 100644 index 3ed9d01..0000000 --- a/blackheap-benchmark/src/helper.h +++ /dev/null @@ -1,98 +0,0 @@ -#ifndef IO_BENCHMARK_HELPER_H -#define IO_BENCHMARK_HELPER_H - -#include -#include -#include -#include - -#define MEMINFO "/proc/meminfo" - -/* See: https://unix.stackexchange.com/q/17936 */ -#define DROP_PAGE_CACHE "/proc/sys/vm/drop_caches" - -/* See: https://stackoverflow.com/a/70370002/9958281 */ -#define MAX_IO_SIZE 0x7ffff000 - -/** Helper function to "handle" malloc failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -void *malloc_or_die(size_t size); - - -/** Helper function to "handle" open failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -int open_or_die(const char *pathname, int flags, mode_t mode); - - -/** Helper function to "handle" read failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - * - * Also: the maximum size which is checked aginst is defined in Linux man 2 read - */ -ssize_t read_or_die(int fd, void *buf, size_t count); - - -/** Helper function to "handle" write failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - * - * Also: the maximum size which is checked aginst is defined in Linux man 2 write - */ -ssize_t write_or_die(int fd, void *buf, size_t count); - -/** Helper function to "handle" close failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -int close_or_die(int fd); - -/** Helper function to "handle" lseek failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -off_t lseek_or_die(int fd, off_t offset, int whence); - -/** Helper function to "handle" fsync failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -int fsync_or_die(int fd); - -/** Helper function to "handle" fstat failure. - * - * In this case, handling means logging failure and killing the whole program. - * This is fine because we have a job-based architecture and this job obviously failed. - */ -int fstat_or_die(int fd, struct stat *st); - - -/** Checks for io-failure outside of benchmark. - * - * This is done in order to minimize branching in the actual io-read, thus - * giving the best possible benchmark data. - */ -void io_op_worked_or_die(int res, bool is_read_operation); - - -void remove_or_die(const char *pathname); -void strn_to_lower(char *str, size_t n); -long parse_from_meminfo(char *key); -size_t get_available_mem(); -void allocate_memory_until(size_t space_left_in_kib); -/* See: https://unix.stackexchange.com/q/17936 */ -void drop_page_cache(); -void to_lower_str(char *p); - -#endif //IO_BENCHMARK_HELPER_H diff --git a/blackheap-benchmark/src/io_benchmark.c b/blackheap-benchmark/src/io_benchmark.c deleted file mode 100644 index b43376f..0000000 --- a/blackheap-benchmark/src/io_benchmark.c +++ /dev/null @@ -1,263 +0,0 @@ -// -// Created by lquenti on 22.11.21. -// - - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include - -#include"io_benchmark.h" - -// Notes: -// Which clocks to use: -// - https://stackoverflow.com/a/12480485/9958281 - - - -/** Initializes the file used for reading/writing. - * - * Since write needs a buffer argument, we use our benchmark buffer to fill it, thus - * we possibly need multiple iterations to fill it. - * The size is defined by config->file_size_in_bytes. - */ -static void init_file(const benchmark_config_t *config, benchmark_state_t *state) -{ - /* is it externally managed? */ - if (!config->prepare_file_size) - return; - - state->fd = open_or_die(config->filepath, O_CREAT | O_RDWR, 0644); - - /* Does it already have the correct size? */ - struct stat st; - fstat_or_die(state->fd, &st); - close_or_die(state->fd); - if ((size_t)st.st_size == config->file_size_in_bytes) - return; - - /* If not, we just truncate it to zero and fill it up */ - state->fd = open_or_die(config->filepath, O_RDWR | O_TRUNC, 0644); - size_t count = (MAX_IO_SIZE <= config->memory_buffer_in_bytes) ? MAX_IO_SIZE : config->memory_buffer_in_bytes; - size_t iterations = config->file_size_in_bytes / count; - for (; iterations; --iterations) - { - write_or_die(state->fd, state->buffer, count); - } - /* Now allocate the rest which is less than 1 buffer size. */ - size_t rest = config->file_size_in_bytes % count; - write_or_die(state->fd, state->buffer, rest); - - /* Did it work? */ - fsync_or_die(state->fd); - fstat_or_die(state->fd, &st); - if ((size_t)st.st_size != config->file_size_in_bytes) - { - fprintf(stderr, "ERROR: File size does not match. Expected: %zu Actual: %zu\n", config->file_size_in_bytes, - (size_t)st.st_size); - exit(1); - } -} - -/** Initializes the benchmark_state_t struct with proper values from the config. */ -static void init_state(const benchmark_config_t *config, benchmark_state_t *state) -{ - state->buffer = malloc_or_die(config->memory_buffer_in_bytes); - memset(state->buffer, '1', config->memory_buffer_in_bytes); - state->last_mem_offset = 0; - state->last_file_offset = 0; - state->io_op = config->is_read_operation ? read : (io_op_t)write; -} - -/** Sane initialization of the benchmark_results_t struct based on config values. */ -static void init_results(const benchmark_config_t *config, benchmark_results_t *results) -{ - results->length = config->number_of_io_op_tests; - results->durations = malloc_or_die(sizeof(double) * config->number_of_io_op_tests); -} - -/** Initialzes the memory pointer for the working memory buffer. - * - * Depending on the access patterns. - */ -static inline void init_memory_position(const benchmark_config_t *config, size_t *res) -{ - switch (config->access_pattern_in_memory) - { - case ACCESS_PATTERN_CONST: - case ACCESS_PATTERN_SEQUENTIAL: - { - *res = 0; - return; - } - case ACCESS_PATTERN_RANDOM: - { - /* TODO: Possible Alignment and Rewrite */ - *res = ((size_t)rand() * 128) % (config->memory_buffer_in_bytes - config->access_size_in_bytes); - return; - } - } -} - -/** Initializes the file pointer location. - * - * Depending on the access patterns. - * In our program state we also track the current state - */ -static inline void init_file_position(const benchmark_config_t *config, benchmark_state_t *state) -{ - switch (config->access_pattern_in_file) - { - case ACCESS_PATTERN_CONST: - case ACCESS_PATTERN_SEQUENTIAL: - { - // We start at the beginning - state->last_file_offset = 0; - return; - } - case ACCESS_PATTERN_RANDOM: - { - // TODO: Possible alignment and rewrite - size_t random_offset = ((off_t)rand() * 128) % (config->file_size_in_bytes - config->access_size_in_bytes); - lseek_or_die(state->fd, random_offset, SEEK_CUR); - state->last_file_offset = random_offset; - return; - } - } -} - -/** Reset all state values before the run. */ -static void prepare_run(const benchmark_config_t *config, benchmark_state_t *state) -{ - if (config->use_o_direct) - state->fd = open_or_die(config->filepath, O_RDWR | O_DIRECT, 0644); - else - state->fd = open_or_die(config->filepath, O_RDWR, 0644); - if (config->restrict_free_ram_to != 0) - allocate_memory_until(config->restrict_free_ram_to/1024); - init_memory_position(config, &state->last_mem_offset); - init_file_position(config, state); -} - -/** Choose the next memory position after each io-op according to the access pattern. */ -static inline void pick_next_mem_position(const benchmark_config_t *config, benchmark_state_t *state) -{ - switch (config->access_pattern_in_memory) - { - case ACCESS_PATTERN_CONST: - /* After one io-op the pointer does not get moved like the fd-state for the file */ - return; - case ACCESS_PATTERN_SEQUENTIAL: - { - state->last_mem_offset += config->access_size_in_bytes; - return; - } - case ACCESS_PATTERN_RANDOM: - state->last_mem_offset = ((size_t)rand() * 128) % (config->memory_buffer_in_bytes - config->access_size_in_bytes); - return; - } -} - -/** Choose the next file position after each io-op according to the access pattern */ -static inline void pick_next_file_position(const benchmark_config_t *config, benchmark_state_t *state) -{ - switch (config->access_pattern_in_file) - { - case ACCESS_PATTERN_CONST: - lseek_or_die(state->fd, 0, SEEK_SET); - return; - case ACCESS_PATTERN_SEQUENTIAL: - { - state->last_file_offset = state->last_file_offset + config->access_size_in_bytes; - /* we don't have to lseek since the pointer moves naturally */ - return; - } - case ACCESS_PATTERN_RANDOM: - { - // TODO: Refactor align.... - size_t new_file_pos = ((size_t)rand() * 128) % (config->file_size_in_bytes - config->access_size_in_bytes); - lseek_or_die(state->fd, new_file_pos, SEEK_SET); - state->last_file_offset = new_file_pos; - return; - } - } -} - -/** Extracts the number of seconds from a struct timespec defined by time.h */ -static inline double timespec_to_double(const timespec_t *time) -{ - return time->tv_sec + 0.001 * 0.001 * 0.001 * time->tv_nsec; -} - -/** Update the tracked values after each io-operation */ -static double get_duration(const timespec_t *start, const timespec_t *end) -{ - return timespec_to_double(end) - timespec_to_double(start); -} - -static void do_reread_if_needed(const benchmark_config_t *config, benchmark_state_t *state) { - if (!config->do_reread) - return; - state->io_op(state->fd, state->buffer, config->access_size_in_bytes); - /* Seek back so that we read it twice */ - lseek_or_die(state->fd, state->last_file_offset, SEEK_SET); -} - -/** The actual benchmark function. - * - * After preparing, it gets the time before, does the io-op and then gets the time afterwards and updates it. - */ -static void do_benchmark(const benchmark_config_t *config, benchmark_state_t *state, benchmark_results_t *results) -{ - timespec_t start, end; - int res; - prepare_run(config, state); - for (size_t i = 0; i < config->number_of_io_op_tests; ++i) - { - do_reread_if_needed(config, state); - clock_gettime(CLOCK_MONOTONIC, &start); - res = state->io_op(state->fd, state->buffer, config->access_size_in_bytes); - clock_gettime(CLOCK_MONOTONIC, &end); - io_op_worked_or_die(res, config->is_read_operation); - pick_next_mem_position(config, state); - pick_next_file_position(config, state); - results->durations[i] = get_duration(&start, &end); - } -} - -static void do_cleanup(const benchmark_config_t *config, benchmark_state_t *state) { - close_or_die(state->fd); - if (config->delete_afterwards) { - remove_or_die(config->filepath); - } - free(state->buffer); -} - -/** Wrapper-function. - * - * The only non-static function. Creates the state and wraps the benchmark. - */ -benchmark_results_t *benchmark_file(const benchmark_config_t *config) -{ - benchmark_state_t state; - benchmark_results_t *results = malloc_or_die(sizeof(benchmark_results_t)); - - if (config->drop_cache_first) - drop_page_cache(); - init_state(config, &state); - init_file(config, &state); - init_results(config, results); - - do_benchmark(config, &state, results); - - do_cleanup(config, &state); - return results; -} - diff --git a/blackheap-benchmark/src/io_benchmark.h b/blackheap-benchmark/src/io_benchmark.h deleted file mode 100644 index 06a76e4..0000000 --- a/blackheap-benchmark/src/io_benchmark.h +++ /dev/null @@ -1,109 +0,0 @@ -#ifndef IO_BENCHMARK_IO_BENCHMARK_H -#define IO_BENCHMARK_IO_BENCHMARK_H - -#include -#include -#include - -#include "helper.h" - -/** All possible access patterns. */ -typedef enum access_pattern_t -{ - ACCESS_PATTERN_CONST = 0, /**< always read at the same place */ - ACCESS_PATTERN_SEQUENTIAL = 1, /**< read sequentially through the file (like an intuitive read) */ - ACCESS_PATTERN_RANDOM = 2, /**< go to a random position after every read */ -} access_pattern_t; - -/** All possible configuration options for a benchmark run - * This will get parsed from the command line options. - */ -typedef struct benchmark_config_t -{ - /**< The path to the file from which will be read from or written to */ - const char *filepath; - - /**< The size of the memory buffer to/from which the information will be written/read to*/ - const size_t memory_buffer_in_bytes; - - /**< The size of the file specified by filepath. Ignored is prepare_file_size is set to false. */ - const size_t file_size_in_bytes; - - /**< The size of each I/O request. */ - const size_t access_size_in_bytes; - - /**< The number of tests done for this execution. */ - const size_t number_of_io_op_tests; - - /**< Which access pattern should be used aka how the memory pointer should be moved.*/ - const access_pattern_t access_pattern_in_memory; - - /**< Which access pattern should be used aka how the file pointer should be seeked.*/ - const access_pattern_t access_pattern_in_file; - - /**< Whether the benchmaked I/O-operation is read or write. */ - const bool is_read_operation; - - /** Whether the file should be bloated up to file_size_in_bytes. - * - * In most cases, this should be true. - * The only expections are special "files" that can't be made bigger like - * special devices. - */ - const bool prepare_file_size; - - const bool use_o_direct; - - const bool drop_cache_first; - - const bool do_reread; - - const bool delete_afterwards; - - const size_t restrict_free_ram_to; -} benchmark_config_t; - -typedef ssize_t (*io_op_t)(int fd, void *buf, size_t count); - -/** The current state of the program, wrapped into a struct to declutter global state. - * - * In order to not pollute global state we keep our state local to the functions. - * We wrap it all into a struct to not have functions with 10+ parameters. - * - * The state is basically a singleton for each thread, created by the benchmark itself. - */ -typedef struct benchmark_state_t -{ - /**< The memory buffer on which the io-ops read/write from/to */ - void *buffer; - - /**< The file descriptor of the benchmarked file specified by the config struct. */ - int fd; - - /**< The memory offset after the last io-operation, needed to specify the next one according to access pattern. */ - size_t last_mem_offset; - - /**< The file offset after the last io-operation, needed to specify the next one according to access pattern. */ - size_t last_file_offset; - io_op_t io_op; -} benchmark_state_t; - -/** The results returned after the benchmark. - * - * Each test, defined by its starting and end time, is for a single io-operation (i.e. a single read or write). - * No statistical accumulation or means. - */ -typedef struct benchmark_results_t -{ - /**< The number of io-ops measured in this benchmark */ - size_t length; - - /**< An array of durations. The i-th double corresponds to the starting time of the i-th io-operation */ - double *durations; - -} benchmark_results_t; - -typedef struct timespec timespec_t; -benchmark_results_t *benchmark_file(const benchmark_config_t *config); - -#endif //IO_BENCHMARK_IO_BENCHMARK_H diff --git a/blackheap-benchmark/src/main.c b/blackheap-benchmark/src/main.c deleted file mode 100644 index d2b56ad..0000000 --- a/blackheap-benchmark/src/main.c +++ /dev/null @@ -1,22 +0,0 @@ -#include -#include -#include -#include - -#include "io_benchmark.h" -#include "arg_parser.h" -#include "output.h" - -int main(int argc, char **argv) -{ - benchmark_config_t config; - benchmark_results_t *results; - parse_benchmark_arguments(argc, argv, &config); - - results = benchmark_file(&config); - - print_output(&config, results); - - free(results); - return 0; -} diff --git a/blackheap-benchmark/src/output.c b/blackheap-benchmark/src/output.c deleted file mode 100644 index 4301478..0000000 --- a/blackheap-benchmark/src/output.c +++ /dev/null @@ -1,61 +0,0 @@ -// -// Created by lquenti on 02.12.21 -// - - -#include -#include - -#include "output.h" - -static inline char *access_pattern_to_str(access_pattern_t pat) -{ - switch (pat) - { - case ACCESS_PATTERN_CONST: - return "const"; - case ACCESS_PATTERN_SEQUENTIAL: - return "seq"; - case ACCESS_PATTERN_RANDOM: - return "rnd"; - } - /* This should never happen */ - __builtin_unreachable(); -} - -static void print_config(const benchmark_config_t *config) -{ - fprintf(stdout, "\"%s\": \"%s\",\n", "filepath", config->filepath); - fprintf(stdout, "\"%s\": %zu,\n", "repeats", config->number_of_io_op_tests); - fprintf(stdout, "\"%s\": %zu,\n", "memory_buffer_in_bytes", config->memory_buffer_in_bytes); - fprintf(stdout, "\"%s\": %zu,\n", "file_size_in_bytes", config->file_size_in_bytes); - fprintf(stdout, "\"%s\": %zu,\n", "access_size_in_bytes", config->access_size_in_bytes); - fprintf(stdout, "\"%s\": \"%s\",\n", "access_pattern_in_memory", access_pattern_to_str(config->access_pattern_in_memory)); - fprintf(stdout, "\"%s\": \"%s\",\n", "access_pattern_in_file", access_pattern_to_str(config->access_pattern_in_file)); - fprintf(stdout, "\"%s\": \"%s\",\n", "io_operation", config->is_read_operation ? "read" : "write"); - fprintf(stdout, "\"%s\": %s,\n", "prepare_file_size", config->prepare_file_size ? "true" : "false"); - fprintf(stdout, "\"%s\": %zu,\n", "restricted_ram_in_bytes", config->restrict_free_ram_to); - fprintf(stdout, "\"%s\": %s,\n", "use_o_direct", config->use_o_direct ? "true" : "false"); - fprintf(stdout, "\"%s\": %s,\n", "drop_cache_first", config->drop_cache_first ? "true" : "false"); - fprintf(stdout, "\"%s\": %s,\n", "reread_every_block", config->do_reread ? "true" : "false"); - fprintf(stdout, "\"%s\": %s,\n", "delete_afterwards", config->delete_afterwards ? "true" : "false"); -} - -static void print_results(const benchmark_results_t *results) -{ - fprintf(stdout, "\"durations\": [\n"); - for (size_t i = 0; i < results->length; ++i) - { - fprintf(stdout, "\t%.17g%s\n", results->durations[i], (i == results->length - 1) ? "" : ","); - } - fprintf(stdout, "]\n"); -} - -void print_output(const benchmark_config_t *config, const benchmark_results_t *results) -{ - fprintf(stdout, "{\n"); - print_config(config); - print_results(results); - fprintf(stdout, "}\n"); -} - diff --git a/blackheap-benchmark/src/output.h b/blackheap-benchmark/src/output.h deleted file mode 100644 index 32a1ac8..0000000 --- a/blackheap-benchmark/src/output.h +++ /dev/null @@ -1,7 +0,0 @@ -#ifndef IO_BENCHMARK_OUTPUT_H -#define IO_BENCHMARK_OUTPUT_H -#include "io_benchmark.h" - -void print_output(const benchmark_config_t *config, const benchmark_results_t *results); - -#endif //IO_BENCHMARK_OUTPUT_H diff --git a/blackheap-frontend/.gitignore b/blackheap-frontend/.gitignore deleted file mode 100644 index 4d29575..0000000 --- a/blackheap-frontend/.gitignore +++ /dev/null @@ -1,23 +0,0 @@ -# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. - -# dependencies -/node_modules -/.pnp -.pnp.js - -# testing -/coverage - -# production -/build - -# 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/blackheap-frontend/.nvmrc b/blackheap-frontend/.nvmrc deleted file mode 100644 index dac255d..0000000 --- a/blackheap-frontend/.nvmrc +++ /dev/null @@ -1 +0,0 @@ -v16.15.1 diff --git a/blackheap-frontend/.prettierignore b/blackheap-frontend/.prettierignore deleted file mode 100644 index 34a1337..0000000 --- a/blackheap-frontend/.prettierignore +++ /dev/null @@ -1,7 +0,0 @@ -# build stuff -build -node_modules - -# cra eject stuff -config -scripts diff --git a/blackheap-frontend/.prettierrc.json b/blackheap-frontend/.prettierrc.json deleted file mode 100644 index 0967ef4..0000000 --- a/blackheap-frontend/.prettierrc.json +++ /dev/null @@ -1 +0,0 @@ -{} diff --git a/blackheap-frontend/README.md b/blackheap-frontend/README.md deleted file mode 100644 index 5815176..0000000 --- a/blackheap-frontend/README.md +++ /dev/null @@ -1,13 +0,0 @@ -# Blackheap Frontend for Analysis - -To build a single HTML file, use `yarn build`. - -Based on [Create React App](https://create-react-app.dev/) - -## Current libs - -- Typescript -- React + react-router-dom + react-icons (CRA based) -- Tailwind + DaisyUI -- Plotly -- lodash diff --git a/blackheap-frontend/config/env.js b/blackheap-frontend/config/env.js deleted file mode 100644 index ffa7e49..0000000 --- a/blackheap-frontend/config/env.js +++ /dev/null @@ -1,104 +0,0 @@ -'use strict'; - -const fs = require('fs'); -const path = require('path'); -const paths = require('./paths'); - -// Make sure that including paths.js after env.js will read .env variables. -delete require.cache[require.resolve('./paths')]; - -const NODE_ENV = process.env.NODE_ENV; -if (!NODE_ENV) { - throw new Error( - 'The NODE_ENV environment variable is required but was not specified.' - ); -} - -// https://github.com/bkeepers/dotenv#what-other-env-files-can-i-use -const dotenvFiles = [ - `${paths.dotenv}.${NODE_ENV}.local`, - // Don't include `.env.local` for `test` environment - // since normally you expect tests to produce the same - // results for everyone - NODE_ENV !== 'test' && `${paths.dotenv}.local`, - `${paths.dotenv}.${NODE_ENV}`, - paths.dotenv, -].filter(Boolean); - -// Load environment variables from .env* files. Suppress warnings using silent -// if this file is missing. dotenv will never modify any environment variables -// that have already been set. Variable expansion is supported in .env files. -// https://github.com/motdotla/dotenv -// https://github.com/motdotla/dotenv-expand -dotenvFiles.forEach(dotenvFile => { - if (fs.existsSync(dotenvFile)) { - require('dotenv-expand')( - require('dotenv').config({ - path: dotenvFile, - }) - ); - } -}); - -// We support resolving modules according to `NODE_PATH`. -// This lets you use absolute paths in imports inside large monorepos: -// https://github.com/facebook/create-react-app/issues/253. -// It works similar to `NODE_PATH` in Node itself: -// https://nodejs.org/api/modules.html#modules_loading_from_the_global_folders -// Note that unlike in Node, only *relative* paths from `NODE_PATH` are honored. -// Otherwise, we risk importing Node.js core modules into an app instead of webpack shims. -// https://github.com/facebook/create-react-app/issues/1023#issuecomment-265344421 -// We also resolve them to make sure all tools using them work consistently. -const appDirectory = fs.realpathSync(process.cwd()); -process.env.NODE_PATH = (process.env.NODE_PATH || '') - .split(path.delimiter) - .filter(folder => folder && !path.isAbsolute(folder)) - .map(folder => path.resolve(appDirectory, folder)) - .join(path.delimiter); - -// Grab NODE_ENV and REACT_APP_* environment variables and prepare them to be -// injected into the application via DefinePlugin in webpack configuration. -const REACT_APP = /^REACT_APP_/i; - -function getClientEnvironment(publicUrl) { - const raw = Object.keys(process.env) - .filter(key => REACT_APP.test(key)) - .reduce( - (env, key) => { - env[key] = process.env[key]; - return env; - }, - { - // Useful for determining whether we’re running in production mode. - // Most importantly, it switches React into the correct mode. - NODE_ENV: process.env.NODE_ENV || 'development', - // Useful for resolving the correct path to static assets in `public`. - // For example, . - // This should only be used as an escape hatch. Normally you would put - // images into the `src` and `import` them in code to get their paths. - PUBLIC_URL: publicUrl, - // We support configuring the sockjs pathname during development. - // These settings let a developer run multiple simultaneous projects. - // They are used as the connection `hostname`, `pathname` and `port` - // in webpackHotDevClient. They are used as the `sockHost`, `sockPath` - // and `sockPort` options in webpack-dev-server. - WDS_SOCKET_HOST: process.env.WDS_SOCKET_HOST, - WDS_SOCKET_PATH: process.env.WDS_SOCKET_PATH, - WDS_SOCKET_PORT: process.env.WDS_SOCKET_PORT, - // Whether or not react-refresh is enabled. - // It is defined here so it is available in the webpackHotDevClient. - FAST_REFRESH: process.env.FAST_REFRESH !== 'false', - } - ); - // Stringify all values so we can feed into webpack DefinePlugin - const stringified = { - 'process.env': Object.keys(raw).reduce((env, key) => { - env[key] = JSON.stringify(raw[key]); - return env; - }, {}), - }; - - return { raw, stringified }; -} - -module.exports = getClientEnvironment; diff --git a/blackheap-frontend/config/getHttpsConfig.js b/blackheap-frontend/config/getHttpsConfig.js deleted file mode 100644 index 013d493..0000000 --- a/blackheap-frontend/config/getHttpsConfig.js +++ /dev/null @@ -1,66 +0,0 @@ -'use strict'; - -const fs = require('fs'); -const path = require('path'); -const crypto = require('crypto'); -const chalk = require('react-dev-utils/chalk'); -const paths = require('./paths'); - -// Ensure the certificate and key provided are valid and if not -// throw an easy to debug error -function validateKeyAndCerts({ cert, key, keyFile, crtFile }) { - let encrypted; - try { - // publicEncrypt will throw an error with an invalid cert - encrypted = crypto.publicEncrypt(cert, Buffer.from('test')); - } catch (err) { - throw new Error( - `The certificate "${chalk.yellow(crtFile)}" is invalid.\n${err.message}` - ); - } - - try { - // privateDecrypt will throw an error with an invalid key - crypto.privateDecrypt(key, encrypted); - } catch (err) { - throw new Error( - `The certificate key "${chalk.yellow(keyFile)}" is invalid.\n${ - err.message - }` - ); - } -} - -// Read file and throw an error if it doesn't exist -function readEnvFile(file, type) { - if (!fs.existsSync(file)) { - throw new Error( - `You specified ${chalk.cyan( - type - )} in your env, but the file "${chalk.yellow(file)}" can't be found.` - ); - } - return fs.readFileSync(file); -} - -// Get the https config -// Return cert files if provided in env, otherwise just true or false -function getHttpsConfig() { - const { SSL_CRT_FILE, SSL_KEY_FILE, HTTPS } = process.env; - const isHttps = HTTPS === 'true'; - - if (isHttps && SSL_CRT_FILE && SSL_KEY_FILE) { - const crtFile = path.resolve(paths.appPath, SSL_CRT_FILE); - const keyFile = path.resolve(paths.appPath, SSL_KEY_FILE); - const config = { - cert: readEnvFile(crtFile, 'SSL_CRT_FILE'), - key: readEnvFile(keyFile, 'SSL_KEY_FILE'), - }; - - validateKeyAndCerts({ ...config, keyFile, crtFile }); - return config; - } - return isHttps; -} - -module.exports = getHttpsConfig; diff --git a/blackheap-frontend/config/jest/babelTransform.js b/blackheap-frontend/config/jest/babelTransform.js deleted file mode 100644 index 5b391e4..0000000 --- a/blackheap-frontend/config/jest/babelTransform.js +++ /dev/null @@ -1,29 +0,0 @@ -'use strict'; - -const babelJest = require('babel-jest').default; - -const hasJsxRuntime = (() => { - if (process.env.DISABLE_NEW_JSX_TRANSFORM === 'true') { - return false; - } - - try { - require.resolve('react/jsx-runtime'); - return true; - } catch (e) { - return false; - } -})(); - -module.exports = babelJest.createTransformer({ - presets: [ - [ - require.resolve('babel-preset-react-app'), - { - runtime: hasJsxRuntime ? 'automatic' : 'classic', - }, - ], - ], - babelrc: false, - configFile: false, -}); diff --git a/blackheap-frontend/config/jest/cssTransform.js b/blackheap-frontend/config/jest/cssTransform.js deleted file mode 100644 index 8f65114..0000000 --- a/blackheap-frontend/config/jest/cssTransform.js +++ /dev/null @@ -1,14 +0,0 @@ -'use strict'; - -// This is a custom Jest transformer turning style imports into empty objects. -// http://facebook.github.io/jest/docs/en/webpack.html - -module.exports = { - process() { - return 'module.exports = {};'; - }, - getCacheKey() { - // The output is always the same. - return 'cssTransform'; - }, -}; diff --git a/blackheap-frontend/config/jest/fileTransform.js b/blackheap-frontend/config/jest/fileTransform.js deleted file mode 100644 index aab6761..0000000 --- a/blackheap-frontend/config/jest/fileTransform.js +++ /dev/null @@ -1,40 +0,0 @@ -'use strict'; - -const path = require('path'); -const camelcase = require('camelcase'); - -// This is a custom Jest transformer turning file imports into filenames. -// http://facebook.github.io/jest/docs/en/webpack.html - -module.exports = { - process(src, filename) { - const assetFilename = JSON.stringify(path.basename(filename)); - - if (filename.match(/\.svg$/)) { - // Based on how SVGR generates a component name: - // https://github.com/smooth-code/svgr/blob/01b194cf967347d43d4cbe6b434404731b87cf27/packages/core/src/state.js#L6 - const pascalCaseFilename = camelcase(path.parse(filename).name, { - pascalCase: true, - }); - const componentName = `Svg${pascalCaseFilename}`; - return `const React = require('react'); - module.exports = { - __esModule: true, - default: ${assetFilename}, - ReactComponent: React.forwardRef(function ${componentName}(props, ref) { - return { - $$typeof: Symbol.for('react.element'), - type: 'svg', - ref: ref, - key: null, - props: Object.assign({}, props, { - children: ${assetFilename} - }) - }; - }), - };`; - } - - return `module.exports = ${assetFilename};`; - }, -}; diff --git a/blackheap-frontend/config/modules.js b/blackheap-frontend/config/modules.js deleted file mode 100644 index d63e41d..0000000 --- a/blackheap-frontend/config/modules.js +++ /dev/null @@ -1,134 +0,0 @@ -'use strict'; - -const fs = require('fs'); -const path = require('path'); -const paths = require('./paths'); -const chalk = require('react-dev-utils/chalk'); -const resolve = require('resolve'); - -/** - * Get additional module paths based on the baseUrl of a compilerOptions object. - * - * @param {Object} options - */ -function getAdditionalModulePaths(options = {}) { - const baseUrl = options.baseUrl; - - if (!baseUrl) { - return ''; - } - - const baseUrlResolved = path.resolve(paths.appPath, baseUrl); - - // We don't need to do anything if `baseUrl` is set to `node_modules`. This is - // the default behavior. - if (path.relative(paths.appNodeModules, baseUrlResolved) === '') { - return null; - } - - // Allow the user set the `baseUrl` to `appSrc`. - if (path.relative(paths.appSrc, baseUrlResolved) === '') { - return [paths.appSrc]; - } - - // If the path is equal to the root directory we ignore it here. - // We don't want to allow importing from the root directly as source files are - // not transpiled outside of `src`. We do allow importing them with the - // absolute path (e.g. `src/Components/Button.js`) but we set that up with - // an alias. - if (path.relative(paths.appPath, baseUrlResolved) === '') { - return null; - } - - // Otherwise, throw an error. - throw new Error( - chalk.red.bold( - "Your project's `baseUrl` can only be set to `src` or `node_modules`." + - ' Create React App does not support other values at this time.' - ) - ); -} - -/** - * Get webpack aliases based on the baseUrl of a compilerOptions object. - * - * @param {*} options - */ -function getWebpackAliases(options = {}) { - const baseUrl = options.baseUrl; - - if (!baseUrl) { - return {}; - } - - const baseUrlResolved = path.resolve(paths.appPath, baseUrl); - - if (path.relative(paths.appPath, baseUrlResolved) === '') { - return { - src: paths.appSrc, - }; - } -} - -/** - * Get jest aliases based on the baseUrl of a compilerOptions object. - * - * @param {*} options - */ -function getJestAliases(options = {}) { - const baseUrl = options.baseUrl; - - if (!baseUrl) { - return {}; - } - - const baseUrlResolved = path.resolve(paths.appPath, baseUrl); - - if (path.relative(paths.appPath, baseUrlResolved) === '') { - return { - '^src/(.*)$': '/src/$1', - }; - } -} - -function getModules() { - // Check if TypeScript is setup - const hasTsConfig = fs.existsSync(paths.appTsConfig); - const hasJsConfig = fs.existsSync(paths.appJsConfig); - - if (hasTsConfig && hasJsConfig) { - throw new Error( - 'You have both a tsconfig.json and a jsconfig.json. If you are using TypeScript please remove your jsconfig.json file.' - ); - } - - let config; - - // If there's a tsconfig.json we assume it's a - // TypeScript project and set up the config - // based on tsconfig.json - if (hasTsConfig) { - const ts = require(resolve.sync('typescript', { - basedir: paths.appNodeModules, - })); - config = ts.readConfigFile(paths.appTsConfig, ts.sys.readFile).config; - // Otherwise we'll check if there is jsconfig.json - // for non TS projects. - } else if (hasJsConfig) { - config = require(paths.appJsConfig); - } - - config = config || {}; - const options = config.compilerOptions || {}; - - const additionalModulePaths = getAdditionalModulePaths(options); - - return { - additionalModulePaths: additionalModulePaths, - webpackAliases: getWebpackAliases(options), - jestAliases: getJestAliases(options), - hasTsConfig, - }; -} - -module.exports = getModules(); diff --git a/blackheap-frontend/config/paths.js b/blackheap-frontend/config/paths.js deleted file mode 100644 index f0a6cd9..0000000 --- a/blackheap-frontend/config/paths.js +++ /dev/null @@ -1,77 +0,0 @@ -'use strict'; - -const path = require('path'); -const fs = require('fs'); -const getPublicUrlOrPath = require('react-dev-utils/getPublicUrlOrPath'); - -// Make sure any symlinks in the project folder are resolved: -// https://github.com/facebook/create-react-app/issues/637 -const appDirectory = fs.realpathSync(process.cwd()); -const resolveApp = relativePath => path.resolve(appDirectory, relativePath); - -// We use `PUBLIC_URL` environment variable or "homepage" field to infer -// "public path" at which the app is served. -// webpack needs to know it to put the right - - - - - - - - - - - - - - - - -
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Document not found (404)

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This URL is invalid, sorry. Please use the navigation bar or search to continue.

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- - - - - - - - - - - - - - - - - - - - - - diff --git a/docs/book/Architecture.html b/docs/book/Architecture.html deleted file mode 100644 index 729d511..0000000 --- a/docs/book/Architecture.html +++ /dev/null @@ -1,235 +0,0 @@ - - - - - - Architecture - Blackheap documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Architecture

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We have a very specific and unusual architecture:

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  • Our benchmarker is written in C
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Note that those components are actually 3 different standalone programs, not just libraries linked together. Although those programs are fully functional on their own, blackheap still provides a fully automated process; no user input is required. Moreover, blackheap is shipped as a single binary, see the build process for more.

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How does this work?

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At first, the rust program generates the proper parameters for each benchmark run. It then sequentially spawns a new process for each run. After each run the results get saved to disk. This allows reproducibility as well as reanalyzing old benchmarks once new models are developed.

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After all benchmarks were run, the rust program processes the same results as described above. It then saves the generated models.

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It lastly also saves a single HTML file based frontend for local analysis, see the local workflow for more information. Note that this tool can be used without a local web server, since all assets are transpiled into one HTML file. See the build section for more.

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Why was Rust chosen?

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The intial prototype was written in Python3. But, especially in lightweight HPC environments running old RHEL-based distributions, Python3 often is not installed.

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Although solutions like pyenv exist, bootstrapping Python is not always trivial. Thus we wanted to create a dependency-less binary while keeping most advantages provided by the Python ecosystem.

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This is why we used Rust. Rust offers a huge high level ecosystem with cargo. Rust has zero runtime dependencies and bootstrapping Rust via rustup requires no preinstalled libraries.

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Furthermore, most Rust libraries don't have any 3rd party non-cargo dependencies as well.

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Why was C chosen?

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Despire Rust being a very performant programming language with very little performance overhead, it didn't suffice for our benchmarks. In order to get the best possible accuracy, we need to stay as near to the kernel API as possible. Also, some calls like lseek aren't even available in the Rust stdlib.

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Why was React / TS chosen?

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Rust plotting libraries are either very immature or have hard dependencies on 3rd-Party libraries. Since it was impractical to implement a plotting library from scratch, we chose to take advantage of the enormous Web ecosystem.

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We chose React since it is the most used frontend framework, which maximizes the likelyhood of being easy to maintain in the future. We furthermore chose Plotly as a plotting library since it has enough commercial support to secure its future maintenance.

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How to Build Blackheap

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Prerequisites

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  • Have a glibc based linux distribution (no alpine support)
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Setting up userspace tooling

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In order to compile it locally, we need the followind userspace tooling. This can be skipped if the tools are installed globally.

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Node and npm

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The easiest way to install node is via the Node version manager. After installing nvm and reloading your shellrc node can be installed via

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nvm install node --lts
-nvm use node --lts
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This automatically installs npm as well.

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yarn

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If node and npm are already installed, yarn can be globally installed via

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npm i -g yarn
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rustc + cargo

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The easiest way to install Rust is via rustup. It should automatically install the newest stable version.

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Building Blackheap

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If everything worked, blackheap should be buildable via make.

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How does the Build Process work?

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Blackheap consists of 3 different programs written in C, Typescript and Rust respectively. A more detailed explanation of the architecture and its reasoning behind it can be found under Architecture. In this section blackheap's build process is explained. To make this as language independent as possible, it is orchestrated using a Makefile.

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Step 1: Building the Benchmarker

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First, the benchmarker written in C is compiled. gcc is used as compiler; the compilation process is managed by a second Makefile. At the end, the built binary gets moved into the rust source code directory.

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Step 2: Building the Web-Frontend

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The next step is to build the web-frontend. This is a React frontend based on CRA. yarn is used as a package manager.

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First the project gets installed via yarn. Here all external node-modules dependencies are resolved. After that a minimized, production level optimized single HTML file gets built. At the end, this HTML file also gets moved into the rust directory.

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Step 3: Building the Main Program

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The last thing to be built is the Rust binary. Here the previously built C and TS programs are embedded as binary BLOBs within the main program. Hence, the Rust program can ship the other software optimized for the current architecture at runtime and blackheap can be deployed as a single binary.

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Why the Name Blackheap?

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In blackheap, we use a blackbox methodology for classifying I/O requests. So "blackbox" would be a obvious name choice. Of course, this would be a horrible name: Not only for SEO reasons but also for general name collisions.

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In Rust, the Box<> is the simplest data type to provide a smart pointer. Basically, if you put something in a Box, you store it on the Heap while the only thing put on the stack is the corresponding pointer.

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Thus, substituting Box in blackheap for being a pointer on the heap, we have blackheap!

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Why do we require depend on glibc?

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We depend on the GNU C library glibc for multiple reasons:

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Frequently Asked Questions (FAQ)

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Those aren't actually frequently asked questions, but questions we anticipated or topics that didn't fit the documentation flow.

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Introduction

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Analyzing I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis.

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Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers.

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Blackheap approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone.

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Goals

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We designed Blackheap with the following goals in mind:

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  • Single binary without external dependencies
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  • No required configuration
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  • Distribution agnostic: Any glibc-based Linux distribution will suffice
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  • No root required
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  • Easy to build: only non-userspace dependencies are glibc, gcc and make
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High Level Workflow

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The internal workflow can be summarized as follows:

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    At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache.

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    After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time.

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    Lastly, we take all those upper bounds and create a predictive model via linear regression.

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Further Ressources

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Blackheap is based on Julian Kunkels 2015 paper "Identifying Relevant Factors in the I/O-Path -using Statistical Methods" (BibTeX).

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Local Single Node Setup

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The single node setup allows for local classification of I/O requests. This standalone process requires no remote server or any kind of running database. Additionally, no changes to the binary or workflow are required.

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Creating a performance model

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After compiling, the performance model can be generated by running blackheap. No further configuration is required.

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One should run the benchmarks on the same decice as the program which one wants to analyze. The path used can be speicifed with the --file parameter, see blackheap --help for more information.

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Analyzing the created model

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After running blackheap, a model folder will be created. The default path is ./default-model, although this can be changed with the --to parameter.

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In this folder, the single file web-frontend is contained, named index.html. This can be viewed with any device and any modern browser; no extra webserver is required. After loading the generated Model.json, the analyzed data gets plotted for manual analysis.

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Using the created model locally

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In order to locally measure any I/O requests, we preload custom I/O functions interjecting any I/O requests. Those I/O functions trace the time taken for each operation.

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This is done through the LD_PRELOAD environment variable. The Linux manual defines it as follows:

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"A list of additional, user-specified, ELF shared objects to be loaded before all others. This feature can be used to selectively override functions in other shared objects."

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For a great introduction see "The LD_PRELOAD trick".

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Our preloadee can be found under ./preloadee. It can be built via make.

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Afterwards, the measurements are done by running the to-be-analyzed binary with the preloaded library injected, i.e.

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LD_PRELOAD=./build/preloadee.so /path/to/my/program
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This will produce a CSV file in the current working directory. This file can then be analyzed locally by the aforementioned web-frontend.

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Streamed Multi Node Classifications with iofs

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Blackheap also allows for aggregated, streamed classification to a remote TSDB via iofs. iofs is a FUSE based tool for measuring I/O requests. It works by remounting a file system, then interjecting any incoming I/O requests. See the iofs documentation for more information.

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This allows for aggregate remote analysis of multiple nodes. It currently supports any monitoring system that is based on Influxdb. In our internal use case, it is used in combinaton with Grafana.

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Again, no changes to the recorded software binary is required, although some configuration may be needed in order to write to the correct mount point.

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Setup

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Here we have a the chicken and the egg type of problem: On the one hand, we want to do access classification based on the expected values of the FUSE file system. On the other hand, we theoretically already need those classifications before starting iofs. This is a complex open problem.

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As mentioned in the issue, there are basically two solutions. For now, this documentation will rely on the first idea since it cannot be assumed that one has that much computing time to create two seperate classification models. Feel free to use the other approach instead if you want, found in the issue as well.

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Step 0: Build iofs; mount it with fake classifications

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Of course, iofs has to be built first. See the related iofs documentation for more.

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After that, iofs should be mounted with a fake set of models in order to have the approximately correct overhead for I/O requests. Download them here related to their CLI parameter name:

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After that, mount iofs via

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./iofs /new/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv
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or, if InfluxDB should be used:

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iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb
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Step 1: Create a performance model using the fake initial classifications

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Note: This, of course, will stream wrong data to Influx. But that is okay. We just want to have the correct data produced by blackheap, which requires the correct request time overhead.

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So, now the correct performance model can be created using blackheap. This requires that the benchmark is done on the iofs FUSE file system, which can be controlled via the --file parameter. Therefore, the minimal call would be

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Afterwards, a model will be created at $PWD/default_model. This can be controlled via --to. See blackheap --help for more.

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Step 2: Remount iofs with the real classifications

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Unmount iofs and remount with the newly created default_model/iofs.csv. Otherwise, the parameters are the same as in Step 0.

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Afterwards, it should record and classify the I/O requests according to the performance model created.

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Setting up Grafana and InfluxDB for Remote Analysis

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We provide a full docker-compose setup for InfluxDB+Grafana in the iofs repository.

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After the setup data can be streamed by mounting iofs with

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iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb
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See the iofs documentation for more information.

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Analysis

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After each benchmark, we get a lot of points (access_size, time) for each characteristics. Now, for each access size, we have to find a good prediction on how much time we can expect the access to take. This way, we can correlate a given operation with the different characteristics we measured.

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Importantly, we can't assume that we have a normal distribution. This makes intuitive sense: On the one hand, calculating access times is a highly multivariate problem. On the other hand, things like shared queues will lead to a Gamma distribution, which is also why we can't just just a Gaussian Mixture Model.

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Without any further assumptions, the trivial choice would be a histogram. Sadly, this leaves us with the problem of automatic bin number and width. Often times, those automatic rules can often hugely misrepresent the underlying PDF.

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Instead we use a so-called Kernel Density Estimation, which creates a "smoother" histogram by putting a kernel over each point, then summing all kernels and renormalizing it to \(\int f(x) = 1\).

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A more detailed introduction to KDEs and their advantages in the great KDEpy documentation.

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Kernel Density Estimations (KDEs)

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A KDE of points \(x_1,\dots,x_n\) can be simplified to

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\[ -\hat{f}(x) = \frac{1}{N} \sum_{i=1}^N K(x-x_i) -\]

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where \(K\) is a so-called kernel function. This function can be understood in the following way:

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In our case, the kernel function is a Gaussian.

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The bandwidth problem

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In real computations, our actual formula is defined as

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\[ -\hat{f}(x) = \frac{1}{Nh} \sum_{i=1}^N K\left(\frac{x-x_i}{h}\right) -\]

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where \(h > 0\) is the so-called bandwidth.

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The bandwidth describes how the kernel needs to be scaled. We use the commonly used Silverman's rule of thumb, provided by the criterion_stats package.

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Cluster detection

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Now that we have a proper kernel density estimation for each characteristic and access time, we can further analyze our measurements.

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At the time of this writing, we associate the time upper bound with the most likely access time, i.e. the global maximum of the corresponding KDE.

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In the future, we want to use more sophisticated cluster detection for creating multiple regression functions. We currently already create clusters, although they are not yet used in the actual classification. They can be seen via the web interface.

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Our cluster algorithm

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A cluster is defined by a local maximum and it's surrounding local minima. Note that the fastest and slowest access times are automatically the outer local minima.

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At first, we just naively compute all cluster by numerically approximating their extrema.

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Next, we try to find the "significant" clusters. A cluster is significant if and only if

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\[ -\max_i - \min_{i+1} \geq 0.1 \cdot \text{global_max} -\]

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If a cluster is not significant, it gets merged into the last significant cluster.

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Creating Benchmarks

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In order to create accurate benchmarks of specific characteristics, we created the blackheap-benchmark benchmarker, which is based on io-modelling.

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It is standalone, configurable via CLI parameters and prints any JSON output to stdout.

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When using the blackheap-modeller, maunal interaction with the benchmarker is not requried.

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Parameters

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It supports the following parameters:

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Model Creation

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After creating and analyzing the KDEs, we now have for each type of benchmark many points (access_size, time_of_global_maximum).

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Now we have to create a predictive model from those points. We currently have 2 different approaches:

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Linear Model

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In order to create a linear model we do a least square linear regression on each points of a given type of benchmark.

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The regression functionality is provided by the great linregress library.

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ConstLinear Model

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This model works with the following assumption: We should expect linear speed below 4096 bytes, as this is the default page cache size.

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Thus we use a piecewise function. The piecewise function is defined as follows:

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def f(x):
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Workflow

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Overview

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The workflow can be split into 3 parts:

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- var themePopup = document.getElementById('theme-list'); - var themeColorMetaTag = document.querySelector('meta[name="theme-color"]'); - var stylesheets = { - ayuHighlight: document.querySelector("[href$='ayu-highlight.css']"), - tomorrowNight: document.querySelector("[href$='tomorrow-night.css']"), - highlight: document.querySelector("[href$='highlight.css']"), - }; - - function showThemes() { - themePopup.style.display = 'block'; - themeToggleButton.setAttribute('aria-expanded', true); - themePopup.querySelector("button#" + get_theme()).focus(); - } - - function hideThemes() { - themePopup.style.display = 'none'; - themeToggleButton.setAttribute('aria-expanded', false); - themeToggleButton.focus(); - } - - function get_theme() { - var theme; - try { theme = localStorage.getItem('mdbook-theme'); } catch (e) { } - if (theme === null || theme === undefined) { - return default_theme; - } else { - return theme; - } - } - - function set_theme(theme, store = true) { - let ace_theme; - - if (theme == 'coal' || theme == 'navy') { - stylesheets.ayuHighlight.disabled = true; - stylesheets.tomorrowNight.disabled = false; - stylesheets.highlight.disabled = true; - - ace_theme = "ace/theme/tomorrow_night"; - } else if (theme == 'ayu') { - stylesheets.ayuHighlight.disabled = false; - stylesheets.tomorrowNight.disabled = true; - stylesheets.highlight.disabled = true; - ace_theme = "ace/theme/tomorrow_night"; - } else { - stylesheets.ayuHighlight.disabled = true; - stylesheets.tomorrowNight.disabled = true; - stylesheets.highlight.disabled = false; - ace_theme = "ace/theme/dawn"; - } - - setTimeout(function () { - themeColorMetaTag.content = getComputedStyle(document.body).backgroundColor; - }, 1); - - if (window.ace && window.editors) { - window.editors.forEach(function (editor) { - editor.setTheme(ace_theme); - }); - } - - var previousTheme = get_theme(); - - if (store) { - try { localStorage.setItem('mdbook-theme', theme); } catch (e) { } - } - - html.classList.remove(previousTheme); - html.classList.add(theme); - } - - // Set theme - var theme = get_theme(); - - set_theme(theme, false); - - themeToggleButton.addEventListener('click', function () { - if (themePopup.style.display === 'block') { - hideThemes(); - } else { - showThemes(); - } - }); - - themePopup.addEventListener('click', function (e) { - var theme; - if (e.target.className === "theme") { - theme = e.target.id; - } else if (e.target.parentElement.className === "theme") { - theme = e.target.parentElement.id; - } else { - return; - } - set_theme(theme); - }); - - themePopup.addEventListener('focusout', function(e) { - // e.relatedTarget is null in Safari and Firefox on macOS (see workaround below) - if (!!e.relatedTarget && !themeToggleButton.contains(e.relatedTarget) && !themePopup.contains(e.relatedTarget)) { - hideThemes(); - } - }); - - // Should not be needed, but it works around an issue on macOS & iOS: https://github.com/rust-lang/mdBook/issues/628 - document.addEventListener('click', function(e) { - if (themePopup.style.display === 'block' && !themeToggleButton.contains(e.target) && !themePopup.contains(e.target)) { - hideThemes(); - } - }); - - document.addEventListener('keydown', function (e) { - if (e.altKey || e.ctrlKey || e.metaKey || e.shiftKey) { return; } - if (!themePopup.contains(e.target)) { return; } - - switch (e.key) { - case 'Escape': - e.preventDefault(); - hideThemes(); - break; - case 'ArrowUp': - e.preventDefault(); - var li = document.activeElement.parentElement; - if (li && li.previousElementSibling) { - li.previousElementSibling.querySelector('button').focus(); - } - break; - case 'ArrowDown': - e.preventDefault(); - var li = document.activeElement.parentElement; - if (li && li.nextElementSibling) { - li.nextElementSibling.querySelector('button').focus(); - } - break; - case 'Home': - e.preventDefault(); - themePopup.querySelector('li:first-child button').focus(); - break; - case 'End': - e.preventDefault(); - themePopup.querySelector('li:last-child button').focus(); - break; - } - }); -})(); - -(function sidebar() { - var html = document.querySelector("html"); - var sidebar = document.getElementById("sidebar"); - var sidebarLinks = document.querySelectorAll('#sidebar a'); - var sidebarToggleButton = document.getElementById("sidebar-toggle"); - var sidebarResizeHandle = document.getElementById("sidebar-resize-handle"); - var firstContact = null; - - function showSidebar() { - html.classList.remove('sidebar-hidden') - html.classList.add('sidebar-visible'); - Array.from(sidebarLinks).forEach(function (link) { - link.setAttribute('tabIndex', 0); - }); - sidebarToggleButton.setAttribute('aria-expanded', true); - sidebar.setAttribute('aria-hidden', false); - try { localStorage.setItem('mdbook-sidebar', 'visible'); } catch (e) { } - } - - - var sidebarAnchorToggles = document.querySelectorAll('#sidebar a.toggle'); - - function toggleSection(ev) { - ev.currentTarget.parentElement.classList.toggle('expanded'); - } - - Array.from(sidebarAnchorToggles).forEach(function (el) { - el.addEventListener('click', toggleSection); - }); - - function hideSidebar() { - html.classList.remove('sidebar-visible') - html.classList.add('sidebar-hidden'); - Array.from(sidebarLinks).forEach(function (link) { - link.setAttribute('tabIndex', -1); - }); - sidebarToggleButton.setAttribute('aria-expanded', false); - sidebar.setAttribute('aria-hidden', true); - try { localStorage.setItem('mdbook-sidebar', 'hidden'); } catch (e) { } - } - - // Toggle sidebar - sidebarToggleButton.addEventListener('click', function sidebarToggle() { - if (html.classList.contains("sidebar-hidden")) { - var current_width = parseInt( - document.documentElement.style.getPropertyValue('--sidebar-width'), 10); - if (current_width < 150) { - document.documentElement.style.setProperty('--sidebar-width', '150px'); - } - showSidebar(); - } else if (html.classList.contains("sidebar-visible")) { - hideSidebar(); - } else { - if (getComputedStyle(sidebar)['transform'] === 'none') { - hideSidebar(); - } else { - showSidebar(); - } - } - }); - - sidebarResizeHandle.addEventListener('mousedown', initResize, false); - - function initResize(e) { - window.addEventListener('mousemove', resize, false); - window.addEventListener('mouseup', stopResize, false); - html.classList.add('sidebar-resizing'); - } - function resize(e) { - var pos = (e.clientX - sidebar.offsetLeft); - if (pos < 20) { - hideSidebar(); - } else { - if (html.classList.contains("sidebar-hidden")) { - showSidebar(); - } - pos = Math.min(pos, window.innerWidth - 100); - document.documentElement.style.setProperty('--sidebar-width', pos + 'px'); - } - } - //on mouseup remove windows functions mousemove & mouseup - function stopResize(e) { - html.classList.remove('sidebar-resizing'); - window.removeEventListener('mousemove', resize, false); - window.removeEventListener('mouseup', stopResize, false); - } - - document.addEventListener('touchstart', function (e) { - firstContact = { - x: e.touches[0].clientX, - time: Date.now() - }; - }, { passive: true }); - - document.addEventListener('touchmove', function (e) { - if (!firstContact) - return; - - var curX = e.touches[0].clientX; - var xDiff = curX - firstContact.x, - tDiff = Date.now() - firstContact.time; - - if (tDiff < 250 && Math.abs(xDiff) >= 150) { - if (xDiff >= 0 && firstContact.x < Math.min(document.body.clientWidth * 0.25, 300)) - showSidebar(); - else if (xDiff < 0 && curX < 300) - hideSidebar(); - - firstContact = null; - } - }, { passive: true }); - - // Scroll sidebar to current active section - var activeSection = document.getElementById("sidebar").querySelector(".active"); - if (activeSection) { - // https://developer.mozilla.org/en-US/docs/Web/API/Element/scrollIntoView - activeSection.scrollIntoView({ block: 'center' }); - } -})(); - -(function chapterNavigation() { - document.addEventListener('keydown', function (e) { - if (e.altKey || e.ctrlKey || e.metaKey || e.shiftKey) { return; } - if (window.search && window.search.hasFocus()) { return; } - - switch (e.key) { - case 'ArrowRight': - e.preventDefault(); - var nextButton = document.querySelector('.nav-chapters.next'); - if (nextButton) { - window.location.href = nextButton.href; - } - break; - case 'ArrowLeft': - e.preventDefault(); - var previousButton = document.querySelector('.nav-chapters.previous'); - if (previousButton) { - window.location.href = previousButton.href; - } - break; - } - }); -})(); - -(function clipboard() { - var clipButtons = document.querySelectorAll('.clip-button'); - - function hideTooltip(elem) { - elem.firstChild.innerText = ""; - elem.className = 'fa fa-copy clip-button'; - } - - function showTooltip(elem, msg) { - elem.firstChild.innerText = msg; - elem.className = 'fa fa-copy tooltipped'; - } - - var clipboardSnippets = new ClipboardJS('.clip-button', { - text: function (trigger) { - hideTooltip(trigger); - let playground = trigger.closest("pre"); - return playground_text(playground); - } - }); - - Array.from(clipButtons).forEach(function (clipButton) { - clipButton.addEventListener('mouseout', function (e) { - hideTooltip(e.currentTarget); - }); - }); - - clipboardSnippets.on('success', function (e) { - e.clearSelection(); - showTooltip(e.trigger, "Copied!"); - }); - - clipboardSnippets.on('error', function (e) { - showTooltip(e.trigger, "Clipboard error!"); - }); -})(); - -(function scrollToTop () { - var menuTitle = document.querySelector('.menu-title'); - - menuTitle.addEventListener('click', function () { - document.scrollingElement.scrollTo({ top: 0, behavior: 'smooth' }); - }); -})(); - -(function controllMenu() { - var menu = document.getElementById('menu-bar'); - - (function controllPosition() { - var scrollTop = document.scrollingElement.scrollTop; - var prevScrollTop = scrollTop; - var minMenuY = -menu.clientHeight - 50; - // When the script loads, the page can be at any scroll (e.g. if you reforesh it). - menu.style.top = scrollTop + 'px'; - // Same as parseInt(menu.style.top.slice(0, -2), but faster - var topCache = menu.style.top.slice(0, -2); - menu.classList.remove('sticky'); - var stickyCache = false; // Same as menu.classList.contains('sticky'), but faster - document.addEventListener('scroll', function () { - scrollTop = Math.max(document.scrollingElement.scrollTop, 0); - // `null` means that it doesn't need to be updated - var nextSticky = null; - var nextTop = null; - var scrollDown = scrollTop > prevScrollTop; - var menuPosAbsoluteY = topCache - scrollTop; - if (scrollDown) { - nextSticky = false; - if (menuPosAbsoluteY > 0) { - nextTop = prevScrollTop; - } - } else { - if (menuPosAbsoluteY > 0) { - nextSticky = true; - } else if (menuPosAbsoluteY < minMenuY) { - nextTop = prevScrollTop + minMenuY; - } - } - if (nextSticky === true && stickyCache === false) { - menu.classList.add('sticky'); - stickyCache = true; - } else if (nextSticky === false && stickyCache === true) { - menu.classList.remove('sticky'); - stickyCache = false; - } - if (nextTop !== null) { - menu.style.top = nextTop + 'px'; - topCache = nextTop; - } - prevScrollTop = scrollTop; - }, { passive: true }); - })(); - (function controllBorder() { - menu.classList.remove('bordered'); - document.addEventListener('scroll', function () { - if (menu.offsetTop === 0) { - menu.classList.remove('bordered'); - } else { - menu.classList.add('bordered'); - } - }, { passive: true }); - })(); -})(); diff --git a/docs/book/clipboard.min.js b/docs/book/clipboard.min.js deleted file mode 100644 index 02c549e..0000000 --- a/docs/book/clipboard.min.js +++ /dev/null @@ -1,7 +0,0 @@ -/*! - * clipboard.js v2.0.4 - * https://zenorocha.github.io/clipboard.js - * - * Licensed MIT © Zeno Rocha - */ -!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return function(n){var o={};function r(t){if(o[t])return o[t].exports;var e=o[t]={i:t,l:!1,exports:{}};return n[t].call(e.exports,e,e.exports,r),e.l=!0,e.exports}return r.m=n,r.c=o,r.d=function(t,e,n){r.o(t,e)||Object.defineProperty(t,e,{enumerable:!0,get:n})},r.r=function(t){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(t,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(t,"__esModule",{value:!0})},r.t=function(e,t){if(1&t&&(e=r(e)),8&t)return e;if(4&t&&"object"==typeof e&&e&&e.__esModule)return e;var n=Object.create(null);if(r.r(n),Object.defineProperty(n,"default",{enumerable:!0,value:e}),2&t&&"string"!=typeof e)for(var o in e)r.d(n,o,function(t){return e[t]}.bind(null,o));return n},r.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return r.d(e,"a",e),e},r.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},r.p="",r(r.s=0)}([function(t,e,n){"use strict";var r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},i=function(){function o(t,e){for(var n=0;n .hljs { - color: var(--links); -} - -/* Menu Bar */ - -#menu-bar, -#menu-bar-hover-placeholder { - z-index: 101; - margin: auto calc(0px - var(--page-padding)); -} -#menu-bar { - position: relative; - display: flex; - flex-wrap: wrap; - background-color: var(--bg); - border-bottom-color: var(--bg); - border-bottom-width: 1px; - border-bottom-style: solid; -} -#menu-bar.sticky, -.js #menu-bar-hover-placeholder:hover + #menu-bar, -.js #menu-bar:hover, -.js.sidebar-visible #menu-bar { - position: -webkit-sticky; - position: sticky; - top: 0 !important; -} -#menu-bar-hover-placeholder { - position: sticky; - position: -webkit-sticky; - top: 0; - height: var(--menu-bar-height); -} -#menu-bar.bordered { - border-bottom-color: var(--table-border-color); -} -#menu-bar i, #menu-bar .icon-button { - position: relative; - padding: 0 8px; - z-index: 10; - line-height: var(--menu-bar-height); - cursor: pointer; - transition: color 0.5s; -} -@media only screen and (max-width: 420px) { - #menu-bar i, #menu-bar .icon-button { - padding: 0 5px; - } -} - -.icon-button { - border: none; - background: none; - padding: 0; - color: inherit; -} -.icon-button i { - margin: 0; -} - -.right-buttons { - margin: 0 15px; -} -.right-buttons a { - text-decoration: none; -} - -.left-buttons { - display: flex; - margin: 0 5px; -} -.no-js .left-buttons { - display: none; -} - -.menu-title { - display: inline-block; - font-weight: 200; - font-size: 2.4rem; - line-height: var(--menu-bar-height); - text-align: center; - margin: 0; - flex: 1; - white-space: nowrap; - overflow: hidden; - text-overflow: ellipsis; -} -.js .menu-title { - cursor: pointer; -} - -.menu-bar, -.menu-bar:visited, -.nav-chapters, -.nav-chapters:visited, -.mobile-nav-chapters, -.mobile-nav-chapters:visited, -.menu-bar .icon-button, -.menu-bar a i { - color: var(--icons); -} - -.menu-bar i:hover, -.menu-bar .icon-button:hover, -.nav-chapters:hover, -.mobile-nav-chapters i:hover { - color: var(--icons-hover); -} - -/* Nav Icons */ - -.nav-chapters { - font-size: 2.5em; - text-align: center; - text-decoration: none; - - position: fixed; - top: 0; - bottom: 0; - margin: 0; - max-width: 150px; - min-width: 90px; - - display: flex; - justify-content: center; - align-content: center; - flex-direction: column; - - transition: color 0.5s, background-color 0.5s; -} - -.nav-chapters:hover { - text-decoration: none; - background-color: var(--theme-hover); - transition: background-color 0.15s, color 0.15s; -} - -.nav-wrapper { - margin-top: 50px; - display: none; -} - -.mobile-nav-chapters { - font-size: 2.5em; - text-align: center; - text-decoration: none; - width: 90px; - border-radius: 5px; - background-color: var(--sidebar-bg); -} - -.previous { - float: left; -} - -.next { - float: right; - right: var(--page-padding); -} - -@media only screen and (max-width: 1080px) { - .nav-wide-wrapper { display: none; } - .nav-wrapper { display: block; } -} - -@media only screen and (max-width: 1380px) { - .sidebar-visible .nav-wide-wrapper { display: none; } - .sidebar-visible .nav-wrapper { display: block; } -} - -/* Inline code */ - -:not(pre) > .hljs { - display: inline; - padding: 0.1em 0.3em; - border-radius: 3px; -} - -:not(pre):not(a) > .hljs { - color: var(--inline-code-color); - overflow-x: initial; -} - -a:hover > .hljs { - text-decoration: underline; -} - -pre { - position: relative; -} -pre > .buttons { - position: absolute; - z-index: 100; - right: 0px; - top: 2px; - margin: 0px; - padding: 2px 0px; - - color: var(--sidebar-fg); - cursor: pointer; - visibility: hidden; - opacity: 0; - transition: visibility 0.1s linear, opacity 0.1s linear; -} -pre:hover > .buttons { - visibility: visible; - opacity: 1 -} -pre > .buttons :hover { - color: var(--sidebar-active); - border-color: var(--icons-hover); - background-color: var(--theme-hover); -} -pre > .buttons i { - margin-left: 8px; -} -pre > .buttons button { - cursor: inherit; - margin: 0px 5px; - padding: 3px 5px; - font-size: 14px; - - border-style: solid; - border-width: 1px; - border-radius: 4px; - border-color: var(--icons); - background-color: var(--theme-popup-bg); - transition: 100ms; - transition-property: color,border-color,background-color; - color: var(--icons); -} -@media (pointer: coarse) { - pre > .buttons button { - /* On mobile, make it easier to tap buttons. */ - padding: 0.3rem 1rem; - } -} -pre > code { - padding: 1rem; -} - -/* FIXME: ACE editors overlap their buttons because ACE does absolute - positioning within the code block which breaks padding. The only solution I - can think of is to move the padding to the outer pre tag (or insert a div - wrapper), but that would require fixing a whole bunch of CSS rules. -*/ -.hljs.ace_editor { - padding: 0rem 0rem; -} - -pre > .result { - margin-top: 10px; -} - -/* Search */ - -#searchresults a { - text-decoration: none; -} - -mark { - border-radius: 2px; - padding: 0 3px 1px 3px; - margin: 0 -3px -1px -3px; - background-color: var(--search-mark-bg); - transition: background-color 300ms linear; - cursor: pointer; -} - -mark.fade-out { - background-color: rgba(0,0,0,0) !important; - cursor: auto; -} - -.searchbar-outer { - margin-left: auto; - margin-right: auto; - max-width: var(--content-max-width); -} - -#searchbar { - width: 100%; - margin: 5px auto 0px auto; - padding: 10px 16px; - transition: box-shadow 300ms ease-in-out; - border: 1px solid var(--searchbar-border-color); - border-radius: 3px; - background-color: var(--searchbar-bg); - color: var(--searchbar-fg); -} -#searchbar:focus, -#searchbar.active { - box-shadow: 0 0 3px var(--searchbar-shadow-color); -} - -.searchresults-header { - font-weight: bold; - font-size: 1em; - padding: 18px 0 0 5px; - color: var(--searchresults-header-fg); -} - -.searchresults-outer { - margin-left: auto; - margin-right: auto; - max-width: var(--content-max-width); - border-bottom: 1px dashed var(--searchresults-border-color); -} - -ul#searchresults { - list-style: none; - padding-left: 20px; -} -ul#searchresults li { - margin: 10px 0px; - padding: 2px; - border-radius: 2px; -} -ul#searchresults li.focus { - background-color: var(--searchresults-li-bg); -} -ul#searchresults span.teaser { - display: block; - clear: both; - margin: 5px 0 0 20px; - font-size: 0.8em; -} -ul#searchresults span.teaser em { - font-weight: bold; - font-style: normal; -} - -/* Sidebar */ - -.sidebar { - position: fixed; - left: 0; - top: 0; - bottom: 0; - width: var(--sidebar-width); - font-size: 0.875em; - box-sizing: border-box; - -webkit-overflow-scrolling: touch; - overscroll-behavior-y: contain; - background-color: var(--sidebar-bg); - color: var(--sidebar-fg); -} -.sidebar-resizing { - -moz-user-select: none; - -webkit-user-select: none; - -ms-user-select: none; - user-select: none; -} -.js:not(.sidebar-resizing) .sidebar { - transition: transform 0.3s; /* Animation: slide away */ -} -.sidebar code { - line-height: 2em; -} -.sidebar .sidebar-scrollbox { - overflow-y: auto; - position: absolute; - top: 0; - bottom: 0; - left: 0; - right: 0; - padding: 10px 10px; -} -.sidebar .sidebar-resize-handle { - position: absolute; - cursor: col-resize; - width: 0; - right: 0; - top: 0; - bottom: 0; -} -.js .sidebar .sidebar-resize-handle { - cursor: col-resize; - width: 5px; -} -.sidebar-hidden .sidebar { - transform: translateX(calc(0px - var(--sidebar-width))); -} -.sidebar::-webkit-scrollbar { - background: var(--sidebar-bg); -} -.sidebar::-webkit-scrollbar-thumb { - background: var(--scrollbar); -} - -.sidebar-visible .page-wrapper { - transform: translateX(var(--sidebar-width)); -} -@media only screen and (min-width: 620px) { - .sidebar-visible .page-wrapper { - transform: none; - margin-left: var(--sidebar-width); - } -} - -.chapter { - list-style: none outside none; - padding-left: 0; - line-height: 2.2em; -} - -.chapter ol { - width: 100%; -} - -.chapter li { - display: flex; - color: var(--sidebar-non-existant); -} -.chapter li a { - display: block; - padding: 0; - text-decoration: none; - color: var(--sidebar-fg); -} - -.chapter li a:hover { - color: var(--sidebar-active); -} - -.chapter li a.active { - color: var(--sidebar-active); -} - -.chapter li > a.toggle { - cursor: pointer; - display: block; - margin-left: auto; - padding: 0 10px; - user-select: none; - opacity: 0.68; -} - -.chapter li > a.toggle div { - transition: transform 0.5s; -} - -/* collapse the section */ -.chapter li:not(.expanded) + li > ol { - display: none; -} - -.chapter li.chapter-item { - line-height: 1.5em; - margin-top: 0.6em; -} - -.chapter li.expanded > a.toggle div { - transform: rotate(90deg); -} - -.spacer { - width: 100%; - height: 3px; - margin: 5px 0px; -} -.chapter .spacer { - background-color: var(--sidebar-spacer); -} - -@media (-moz-touch-enabled: 1), (pointer: coarse) { - .chapter li a { padding: 5px 0; } - .spacer { margin: 10px 0; } -} - -.section { - list-style: none outside none; - padding-left: 20px; - line-height: 1.9em; -} - -/* Theme Menu Popup */ - -.theme-popup { - position: absolute; - left: 10px; - top: var(--menu-bar-height); - z-index: 1000; - border-radius: 4px; - font-size: 0.7em; - color: var(--fg); - background: var(--theme-popup-bg); - border: 1px solid var(--theme-popup-border); - margin: 0; - padding: 0; - list-style: none; - display: none; -} -.theme-popup .default { - color: var(--icons); -} -.theme-popup .theme { - width: 100%; - border: 0; - margin: 0; - padding: 2px 10px; - line-height: 25px; - white-space: nowrap; - text-align: left; - cursor: pointer; - color: inherit; - background: inherit; - font-size: inherit; -} -.theme-popup .theme:hover { - background-color: var(--theme-hover); -} -.theme-popup .theme:hover:first-child, -.theme-popup .theme:hover:last-child { - border-top-left-radius: inherit; - border-top-right-radius: inherit; -} diff --git a/docs/book/css/general.css b/docs/book/css/general.css deleted file mode 100644 index 0e4f07a..0000000 --- a/docs/book/css/general.css +++ /dev/null @@ -1,191 +0,0 @@ -/* Base styles and content styles */ - -@import 'variables.css'; - -:root { - /* Browser default font-size is 16px, this way 1 rem = 10px */ - font-size: 62.5%; -} - -html { - font-family: "Open Sans", sans-serif; - color: var(--fg); - background-color: var(--bg); - text-size-adjust: none; - -webkit-text-size-adjust: none; -} - -body { - margin: 0; - font-size: 1.6rem; - overflow-x: hidden; -} - -code { - font-family: "Source Code Pro", Consolas, "Ubuntu Mono", Menlo, "DejaVu Sans Mono", monospace, monospace !important; - font-size: 0.875em; /* please adjust the ace font size accordingly in editor.js */ -} - -/* make long words/inline code not x overflow */ -main { - overflow-wrap: break-word; -} - -/* make wide tables scroll if they overflow */ -.table-wrapper { - overflow-x: auto; -} - -/* Don't change font size in headers. */ -h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { - font-size: unset; -} - -.left { float: left; } -.right { float: right; } -.boring { opacity: 0.6; } -.hide-boring .boring { display: none; } -.hidden { display: none !important; } - -h2, h3 { margin-top: 2.5em; } -h4, h5 { margin-top: 2em; } - -.header + .header h3, -.header + .header h4, -.header + .header h5 { - margin-top: 1em; -} - -h1:target::before, -h2:target::before, -h3:target::before, -h4:target::before, -h5:target::before, -h6:target::before { - display: inline-block; - content: "»"; - margin-left: -30px; - width: 30px; -} - -/* This is broken on Safari as of version 14, but is fixed - in Safari Technology Preview 117 which I think will be Safari 14.2. - https://bugs.webkit.org/show_bug.cgi?id=218076 -*/ -:target { - scroll-margin-top: calc(var(--menu-bar-height) + 0.5em); -} - -.page { - outline: 0; - padding: 0 var(--page-padding); - margin-top: calc(0px - var(--menu-bar-height)); /* Compensate for the #menu-bar-hover-placeholder */ -} -.page-wrapper { - box-sizing: border-box; -} -.js:not(.sidebar-resizing) .page-wrapper { - transition: margin-left 0.3s ease, transform 0.3s ease; /* Animation: slide away */ -} - -.content { - overflow-y: auto; - padding: 0 5px 50px 5px; -} -.content main { - margin-left: auto; - margin-right: auto; - max-width: var(--content-max-width); -} -.content p { line-height: 1.45em; } -.content ol { line-height: 1.45em; } -.content ul { line-height: 1.45em; } -.content a { text-decoration: none; } -.content a:hover { text-decoration: underline; } -.content img, .content video { max-width: 100%; } -.content .header:link, -.content .header:visited { - color: var(--fg); -} -.content .header:link, -.content .header:visited:hover { - text-decoration: none; -} - -table { - margin: 0 auto; - border-collapse: collapse; -} -table td { - padding: 3px 20px; - border: 1px var(--table-border-color) solid; -} -table thead { - background: var(--table-header-bg); -} -table thead td { - font-weight: 700; - border: none; -} -table thead th { - padding: 3px 20px; -} -table thead tr { - border: 1px var(--table-header-bg) solid; -} -/* Alternate background colors for rows */ -table tbody tr:nth-child(2n) { - background: var(--table-alternate-bg); -} - - -blockquote { - margin: 20px 0; - padding: 0 20px; - color: var(--fg); - background-color: var(--quote-bg); - border-top: .1em solid var(--quote-border); - border-bottom: .1em solid var(--quote-border); -} - - -:not(.footnote-definition) + .footnote-definition, -.footnote-definition + :not(.footnote-definition) { - margin-top: 2em; -} -.footnote-definition { - font-size: 0.9em; - margin: 0.5em 0; -} -.footnote-definition p { - display: inline; -} - -.tooltiptext { - position: absolute; - visibility: hidden; - color: #fff; - background-color: #333; - transform: translateX(-50%); /* Center by moving tooltip 50% of its width left */ - left: -8px; /* Half of the width of the icon */ - top: -35px; - font-size: 0.8em; - text-align: center; - border-radius: 6px; - padding: 5px 8px; - margin: 5px; - z-index: 1000; -} -.tooltipped .tooltiptext { - visibility: visible; -} - -.chapter li.part-title { - color: var(--sidebar-fg); - margin: 5px 0px; - font-weight: bold; -} - -.result-no-output { - font-style: italic; -} diff --git a/docs/book/css/print.css b/docs/book/css/print.css deleted file mode 100644 index 5e690f7..0000000 --- a/docs/book/css/print.css +++ /dev/null @@ -1,54 +0,0 @@ - -#sidebar, -#menu-bar, -.nav-chapters, -.mobile-nav-chapters { - display: none; -} - -#page-wrapper.page-wrapper { - transform: none; - margin-left: 0px; - overflow-y: initial; -} - -#content { - max-width: none; - margin: 0; - padding: 0; -} - -.page { - overflow-y: initial; -} - -code { - background-color: #666666; - border-radius: 5px; - - /* Force background to be printed in Chrome */ - -webkit-print-color-adjust: exact; -} - -pre > .buttons { - z-index: 2; -} - -a, a:visited, a:active, a:hover { - color: #4183c4; - text-decoration: none; -} - -h1, h2, h3, h4, h5, h6 { - page-break-inside: avoid; - page-break-after: avoid; -} - -pre, code { - page-break-inside: avoid; - white-space: pre-wrap; -} - -.fa { - display: none !important; -} diff --git a/docs/book/css/variables.css b/docs/book/css/variables.css deleted file mode 100644 index 56b634b..0000000 --- a/docs/book/css/variables.css +++ /dev/null @@ -1,253 +0,0 @@ - -/* Globals */ - -:root { - --sidebar-width: 300px; - --page-padding: 15px; - --content-max-width: 750px; - --menu-bar-height: 50px; -} - -/* Themes */ - -.ayu { - --bg: hsl(210, 25%, 8%); - --fg: #c5c5c5; - - --sidebar-bg: #14191f; - --sidebar-fg: #c8c9db; - --sidebar-non-existant: #5c6773; - --sidebar-active: #ffb454; - --sidebar-spacer: #2d334f; - - --scrollbar: var(--sidebar-fg); - - --icons: #737480; - --icons-hover: #b7b9cc; - - --links: #0096cf; - - --inline-code-color: #ffb454; - - --theme-popup-bg: #14191f; - --theme-popup-border: #5c6773; - --theme-hover: #191f26; - - --quote-bg: hsl(226, 15%, 17%); - --quote-border: hsl(226, 15%, 22%); - - --table-border-color: hsl(210, 25%, 13%); - --table-header-bg: hsl(210, 25%, 28%); - --table-alternate-bg: hsl(210, 25%, 11%); - - --searchbar-border-color: #848484; - --searchbar-bg: #424242; - --searchbar-fg: #fff; - --searchbar-shadow-color: #d4c89f; - --searchresults-header-fg: #666; - --searchresults-border-color: #888; - --searchresults-li-bg: #252932; - --search-mark-bg: #e3b171; -} - -.coal { - --bg: hsl(200, 7%, 8%); - --fg: #98a3ad; - - --sidebar-bg: #292c2f; - --sidebar-fg: #a1adb8; - --sidebar-non-existant: #505254; - --sidebar-active: #3473ad; - --sidebar-spacer: #393939; - - --scrollbar: var(--sidebar-fg); - - --icons: #43484d; - --icons-hover: #b3c0cc; - - --links: #2b79a2; - - --inline-code-color: #c5c8c6; - - --theme-popup-bg: #141617; - --theme-popup-border: #43484d; - --theme-hover: #1f2124; - - --quote-bg: hsl(234, 21%, 18%); - --quote-border: hsl(234, 21%, 23%); - - --table-border-color: hsl(200, 7%, 13%); - --table-header-bg: hsl(200, 7%, 28%); - --table-alternate-bg: hsl(200, 7%, 11%); - - --searchbar-border-color: #aaa; - --searchbar-bg: #b7b7b7; - --searchbar-fg: #000; - --searchbar-shadow-color: #aaa; - --searchresults-header-fg: #666; - --searchresults-border-color: #98a3ad; - --searchresults-li-bg: #2b2b2f; - --search-mark-bg: #355c7d; -} - -.light { - --bg: hsl(0, 0%, 100%); - --fg: hsl(0, 0%, 0%); - - --sidebar-bg: #fafafa; - --sidebar-fg: hsl(0, 0%, 0%); - --sidebar-non-existant: #aaaaaa; - --sidebar-active: #1f1fff; - --sidebar-spacer: #f4f4f4; - - --scrollbar: #8F8F8F; - - --icons: #747474; - --icons-hover: #000000; - - --links: #20609f; - - --inline-code-color: #301900; - - --theme-popup-bg: #fafafa; - --theme-popup-border: #cccccc; - --theme-hover: #e6e6e6; - - --quote-bg: hsl(197, 37%, 96%); - --quote-border: hsl(197, 37%, 91%); - - --table-border-color: hsl(0, 0%, 95%); - --table-header-bg: hsl(0, 0%, 80%); - --table-alternate-bg: hsl(0, 0%, 97%); - - --searchbar-border-color: #aaa; - --searchbar-bg: #fafafa; - --searchbar-fg: #000; - --searchbar-shadow-color: #aaa; - --searchresults-header-fg: #666; - --searchresults-border-color: #888; - --searchresults-li-bg: #e4f2fe; - --search-mark-bg: #a2cff5; -} - -.navy { - --bg: hsl(226, 23%, 11%); - --fg: #bcbdd0; - - --sidebar-bg: #282d3f; - --sidebar-fg: #c8c9db; - --sidebar-non-existant: #505274; - --sidebar-active: #2b79a2; - --sidebar-spacer: #2d334f; - - --scrollbar: var(--sidebar-fg); - - --icons: #737480; - --icons-hover: #b7b9cc; - - --links: #2b79a2; - - --inline-code-color: #c5c8c6; - - --theme-popup-bg: #161923; - --theme-popup-border: #737480; - --theme-hover: #282e40; - - --quote-bg: hsl(226, 15%, 17%); - --quote-border: hsl(226, 15%, 22%); - - --table-border-color: hsl(226, 23%, 16%); - --table-header-bg: hsl(226, 23%, 31%); - --table-alternate-bg: hsl(226, 23%, 14%); - - --searchbar-border-color: #aaa; - --searchbar-bg: #aeaec6; - --searchbar-fg: #000; - --searchbar-shadow-color: #aaa; - --searchresults-header-fg: #5f5f71; - --searchresults-border-color: #5c5c68; - --searchresults-li-bg: #242430; - --search-mark-bg: #a2cff5; -} - -.rust { - --bg: hsl(60, 9%, 87%); - --fg: #262625; - - --sidebar-bg: #3b2e2a; - --sidebar-fg: #c8c9db; - --sidebar-non-existant: #505254; - --sidebar-active: #e69f67; - --sidebar-spacer: #45373a; - - --scrollbar: var(--sidebar-fg); - - --icons: #737480; - --icons-hover: #262625; - - --links: #2b79a2; - - --inline-code-color: #6e6b5e; - - --theme-popup-bg: #e1e1db; - --theme-popup-border: #b38f6b; - --theme-hover: #99908a; - - --quote-bg: hsl(60, 5%, 75%); - --quote-border: hsl(60, 5%, 70%); - - --table-border-color: hsl(60, 9%, 82%); - --table-header-bg: #b3a497; - --table-alternate-bg: hsl(60, 9%, 84%); - - --searchbar-border-color: #aaa; - --searchbar-bg: #fafafa; - --searchbar-fg: #000; - --searchbar-shadow-color: #aaa; - --searchresults-header-fg: #666; - --searchresults-border-color: #888; - --searchresults-li-bg: #dec2a2; - --search-mark-bg: #e69f67; -} - -@media (prefers-color-scheme: dark) { - .light.no-js { - --bg: hsl(200, 7%, 8%); - --fg: #98a3ad; - - --sidebar-bg: #292c2f; - --sidebar-fg: #a1adb8; - --sidebar-non-existant: #505254; - --sidebar-active: #3473ad; - --sidebar-spacer: #393939; - - --scrollbar: var(--sidebar-fg); - - --icons: #43484d; - --icons-hover: #b3c0cc; - - --links: #2b79a2; - - --inline-code-color: #c5c8c6; - - --theme-popup-bg: #141617; - --theme-popup-border: #43484d; - --theme-hover: #1f2124; - - --quote-bg: hsl(234, 21%, 18%); - --quote-border: hsl(234, 21%, 23%); - - --table-border-color: hsl(200, 7%, 13%); - --table-header-bg: hsl(200, 7%, 28%); - --table-alternate-bg: hsl(200, 7%, 11%); - - --searchbar-border-color: #aaa; - --searchbar-bg: #b7b7b7; - --searchbar-fg: #000; - --searchbar-shadow-color: #aaa; - --searchresults-header-fg: #666; - --searchresults-border-color: #98a3ad; - --searchresults-li-bg: #2b2b2f; - --search-mark-bg: #355c7d; - } -} diff --git a/docs/book/elasticlunr.min.js b/docs/book/elasticlunr.min.js deleted file mode 100644 index 94b20dd..0000000 --- a/docs/book/elasticlunr.min.js +++ /dev/null @@ -1,10 +0,0 @@ -/** - * elasticlunr - http://weixsong.github.io - * Lightweight full-text search engine in Javascript for browser search and offline search. - 0.9.5 - * - * Copyright (C) 2017 Oliver Nightingale - * Copyright (C) 2017 Wei Song - * MIT Licensed - * @license - */ -!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. 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100644 index d645695..0000000 --- a/docs/book/fonts/OPEN-SANS-LICENSE.txt +++ /dev/null @@ -1,202 +0,0 @@ - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. 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All Rights Reserved. Source is a trademark of Adobe Systems Incorporated in the United States and/or other countries. - -This Font Software is licensed under the SIL Open Font License, Version 1.1. -This license is copied below, and is also available with a FAQ at: -http://scripts.sil.org/OFL - - ------------------------------------------------------------ -SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007 ------------------------------------------------------------ - -PREAMBLE -The goals of the Open Font License (OFL) are to stimulate worldwide -development of collaborative font projects, to support the font creation -efforts of academic and linguistic communities, and to provide a free and -open framework in which fonts may be shared and improved in partnership -with others. - -The OFL allows the licensed fonts to be used, studied, modified and -redistributed freely as long as they are not sold by themselves. The -fonts, including any derivative works, can be bundled, embedded, -redistributed and/or sold with any software provided that any reserved -names are not used by derivative works. The fonts and derivatives, -however, cannot be released under any other type of license. The -requirement for fonts to remain under this license does not apply -to any document created using the fonts or their derivatives. - -DEFINITIONS -"Font Software" refers to the set of files released by the Copyright -Holder(s) under this license and clearly marked as such. This may -include source files, build scripts and documentation. - -"Reserved Font Name" refers to any names specified as such after the -copyright statement(s). - -"Original Version" refers to the collection of Font Software components as -distributed by the Copyright Holder(s). - -"Modified Version" refers to any derivative made by adding to, deleting, -or substituting -- in part or in whole -- any of the components of the -Original Version, by changing formats or by porting the Font Software to a -new environment. - -"Author" refers to any designer, engineer, programmer, technical -writer or other person who contributed to the Font Software. - -PERMISSION & CONDITIONS -Permission is hereby granted, free of charge, to any person obtaining -a copy of the Font Software, to use, study, copy, merge, embed, modify, -redistribute, and sell modified and unmodified copies of the Font -Software, subject to the following conditions: - -1) Neither the Font Software nor any of its individual components, -in Original or Modified Versions, may be sold by itself. - -2) Original or Modified Versions of the Font Software may be bundled, -redistributed and/or sold with any software, provided that each copy -contains the above copyright notice and this license. These can be -included either as stand-alone text files, human-readable headers or -in the appropriate machine-readable metadata fields within text or -binary files as long as those fields can be easily viewed by the user. - -3) No Modified Version of the Font Software may use the Reserved Font -Name(s) unless explicit written permission is granted by the corresponding -Copyright Holder. This restriction only applies to the primary font name as -presented to the users. - -4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font -Software shall not be used to promote, endorse or advertise any -Modified Version, except to acknowledge the contribution(s) of the -Copyright Holder(s) and the Author(s) or with their explicit written -permission. - -5) The Font Software, modified or unmodified, in part or in whole, -must be distributed entirely under this license, and must not be -distributed under any other license. The requirement for fonts to -remain under this license does not apply to any document created -using the Font Software. - -TERMINATION -This license becomes null and void if any of the above conditions are -not met. - -DISCLAIMER -THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF -MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT -OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE -COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, -INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL -DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING -FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM -OTHER DEALINGS IN THE FONT SOFTWARE. diff --git a/docs/book/fonts/fonts.css b/docs/book/fonts/fonts.css deleted file mode 100644 index 858efa5..0000000 --- a/docs/book/fonts/fonts.css +++ /dev/null @@ -1,100 +0,0 @@ -/* Open Sans is licensed under the Apache License, Version 2.0. See http://www.apache.org/licenses/LICENSE-2.0 */ -/* Source Code Pro is under the Open Font License. See https://scripts.sil.org/cms/scripts/page.php?site_id=nrsi&id=OFL */ - -/* open-sans-300 - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: normal; - font-weight: 300; - src: local('Open Sans Light'), local('OpenSans-Light'), - url('open-sans-v17-all-charsets-300.woff2') format('woff2'); -} - -/* open-sans-300italic - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: italic; - font-weight: 300; - src: local('Open Sans Light Italic'), local('OpenSans-LightItalic'), - url('open-sans-v17-all-charsets-300italic.woff2') format('woff2'); -} - -/* open-sans-regular - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: normal; - font-weight: 400; - src: local('Open Sans Regular'), local('OpenSans-Regular'), - url('open-sans-v17-all-charsets-regular.woff2') format('woff2'); -} - -/* open-sans-italic - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: italic; - font-weight: 400; - src: local('Open Sans Italic'), local('OpenSans-Italic'), - url('open-sans-v17-all-charsets-italic.woff2') format('woff2'); -} - -/* open-sans-600 - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: normal; - font-weight: 600; - src: local('Open Sans SemiBold'), local('OpenSans-SemiBold'), - url('open-sans-v17-all-charsets-600.woff2') format('woff2'); -} - -/* open-sans-600italic - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: italic; - font-weight: 600; - src: local('Open Sans SemiBold Italic'), local('OpenSans-SemiBoldItalic'), - url('open-sans-v17-all-charsets-600italic.woff2') format('woff2'); -} - -/* open-sans-700 - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: normal; - font-weight: 700; - src: local('Open Sans Bold'), local('OpenSans-Bold'), - url('open-sans-v17-all-charsets-700.woff2') format('woff2'); -} - -/* open-sans-700italic - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: italic; - font-weight: 700; - src: local('Open Sans Bold Italic'), local('OpenSans-BoldItalic'), - url('open-sans-v17-all-charsets-700italic.woff2') format('woff2'); -} - -/* open-sans-800 - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: normal; - font-weight: 800; - src: local('Open Sans ExtraBold'), local('OpenSans-ExtraBold'), - url('open-sans-v17-all-charsets-800.woff2') format('woff2'); -} - -/* open-sans-800italic - latin_vietnamese_latin-ext_greek-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Open Sans'; - font-style: italic; - font-weight: 800; - src: local('Open Sans ExtraBold Italic'), local('OpenSans-ExtraBoldItalic'), - url('open-sans-v17-all-charsets-800italic.woff2') format('woff2'); -} - -/* source-code-pro-500 - latin_vietnamese_latin-ext_greek_cyrillic-ext_cyrillic */ -@font-face { - font-family: 'Source Code Pro'; - font-style: normal; - font-weight: 500; - src: url('source-code-pro-v11-all-charsets-500.woff2') format('woff2'); -} diff --git a/docs/book/fonts/open-sans-v17-all-charsets-300.woff2 b/docs/book/fonts/open-sans-v17-all-charsets-300.woff2 deleted file mode 100644 index 9f51be370fa913ce6de2922b580c262c4822b337..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 44352 zcmV(;K-<4}Pew8T0RR910Ifg(5dZ)H0f7hr0Ib{q0RR9100000000000000000000 z0000QE*lUWfmQ}!0EY+&fhq})G!YOAg!yQMtSAeP3IG8%0we>R0t6rhgFFYi4Ge-h zTM$x_K;*{m=TyO<(oF`$dr#+gT@uRz<@OP72f1way{Ld4djxa`IG0*=K;{4c|Nq>i 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    - -
    - - - - - - - - -
    -
    -

    Introduction

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    Analyzing I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis.

    -

    Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers.

    -

    Blackheap approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone.

    -

    Goals

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    We designed Blackheap with the following goals in mind:

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      -
    • Single binary without external dependencies
      • -
    • No required configuration
      • -
    • Self-contained, automatic end-to-end workflow
      • -
    • Setup agnostic classification (remote or local storage)
      • -
    • Distribution agnostic: Any glibc-based Linux distribution will suffice
      • -
    • No root required
      • -
    • Easy to build: only non-userspace dependencies are glibc, gcc and make
      • -
    -

    High Level Workflow

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    The internal workflow can be summarized as follows:

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      -
    1. -

      At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache.

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      2. -
    2. -

      After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time.

      -
      3. -
    3. -

      Lastly, we take all those upper bounds and create a predictive model via linear regression.

      -
      4. -
    -

    Further Ressources

    -

    Blackheap is based on Julian Kunkels 2015 paper "Identifying Relevant Factors in the I/O-Path -using Statistical Methods" (BibTeX).

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    - -
    - - - - - - - - -
    -
    -

    Introduction

    -

    Analyzing I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis.

    -

    Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers.

    -

    Blackheap approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone.

    -

    Goals

    -

    We designed Blackheap with the following goals in mind:

    -
      -
    • Single binary without external dependencies
      • -
    • No required configuration
      • -
    • Self-contained, automatic end-to-end workflow
      • -
    • Setup agnostic classification (remote or local storage)
      • -
    • Distribution agnostic: Any glibc-based Linux distribution will suffice
      • -
    • No root required
      • -
    • Easy to build: only non-userspace dependencies are glibc, gcc and make
      • -
    -

    High Level Workflow

    -

    The internal workflow can be summarized as follows:

    -
      -
    1. -

      At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache.

      -
      2. -
    2. -

      After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time.

      -
      3. -
    3. -

      Lastly, we take all those upper bounds and create a predictive model via linear regression.

      -
      4. -
    -

    Further Ressources

    -

    Blackheap is based on Julian Kunkels 2015 paper "Identifying Relevant Factors in the I/O-Path -using Statistical Methods" (BibTeX).

    -

    Workflow

    -

    Overview

    -

    The workflow can be split into 3 parts:

    - -

    Note that Blackheap does all of those 3 steps automatically, no manual work is required!

    -

    Creating Benchmarks

    -

    In order to create accurate benchmarks of specific characteristics, we created the blackheap-benchmark benchmarker, which is based on io-modelling.

    -

    It is standalone, configurable via CLI parameters and prints any JSON output to stdout.

    -

    When using the blackheap-modeller, maunal interaction with the benchmarker is not requried.

    -

    Parameters

    -

    It supports the following parameters:

    -
      -
    • -r/-w for either read or write operations
      • -
    • --file-pattern/--mem-pattern for the access pattern of the file system or memory buffer. -The following patterns are implemented -
        -
      • off0: Always use the same to the same offset
        • -
      • seq: Read/Write sequentially
        • -
      • rnd: Change the offset randomly after every I/O operation.
        • -
      -
      • -
    • --access-size: The size of each I/O operation. This is primarily used to create different measurements of the same characteristics.
      • -
    • --file: On which file the benchmark should run. Note that the file at the given path will be zeroed out. Use this setting to implicitly set which file system is getting benchmarked.
      • -
    • --file-buf/--mem-buf: The size of the corresponding buffers in bytes. Note that the file buffer actually gets allocated via successive write operations; no fallocate is used.
      • -
    • --repeats The number of measurements with a given configuration.
      • -
    • --delete-afterwards: Whether the file should be deleted after the benchmark is done. This can be used to remove any page caching between benchmarks. Obviously, not deleting the file can significantly reduce the execution time of further benchmarks.
      • -
    • --drop-cache: Drops the page cache via /proc/sys/vm/drop_caches
      • -
    • --free-ram Aritificially allocates RAM until the number of bytes are met. This restriction is done in order to force cache eviction.
      • -
    • --o-direct: Uses Linux Direct I/O (see O_DIRECT)
      • -
    • --reread: Read each block twice, just benchmark the second time. This is used to get cache speeds.
      • -
    -

    Analysis

    -

    After each benchmark, we get a lot of points (access_size, time) for each characteristics. Now, for each access size, we have to find a good prediction on how much time we can expect the access to take. This way, we can correlate a given operation with the different characteristics we measured.

    -

    Importantly, we can't assume that we have a normal distribution. This makes intuitive sense: On the one hand, calculating access times is a highly multivariate problem. On the other hand, things like shared queues will lead to a Gamma distribution, which is also why we can't just just a Gaussian Mixture Model.

    -

    Without any further assumptions, the trivial choice would be a histogram. Sadly, this leaves us with the problem of automatic bin number and width. Often times, those automatic rules can often hugely misrepresent the underlying PDF.

    -

    Instead we use a so-called Kernel Density Estimation, which creates a "smoother" histogram by putting a kernel over each point, then summing all kernels and renormalizing it to \(\int f(x) = 1\).

    -

    A more detailed introduction to KDEs and their advantages in the great KDEpy documentation.

    -

    Kernel Density Estimations (KDEs)

    -

    A KDE of points \(x_1,\dots,x_n\) can be simplified to

    -

    \[ -\hat{f}(x) = \frac{1}{N} \sum_{i=1}^N K(x-x_i) -\]

    -

    where \(K\) is a so-called kernel function. This function can be understood in the following way:

    -
      -
    • For each point \(x_i, i \in {1,\dots, n}\)
      • -
    • Move the kernel function \(x_i\) to the right, to center it on this point
      • -
    • Then take the already moved kernel function \(K\) with regard to \(x\)
      • -
    • Take the sum of all those evaluated kernels
      • -
    • And renormalize it so that the integral equals \(1\) i.e. the whole domain has a probability of 100%.
      • -
    -

    In our case, the kernel function is a Gaussian.

    -

    The bandwidth problem

    -

    In real computations, our actual formula is defined as

    -

    \[ -\hat{f}(x) = \frac{1}{Nh} \sum_{i=1}^N K\left(\frac{x-x_i}{h}\right) -\]

    -

    where \(h > 0\) is the so-called bandwidth.

    -

    The bandwidth describes how the kernel needs to be scaled. We use the commonly used Silverman's rule of thumb, provided by the criterion_stats package.

    -

    Cluster detection

    -

    Now that we have a proper kernel density estimation for each characteristic and access time, we can further analyze our measurements.

    -

    At the time of this writing, we associate the time upper bound with the most likely access time, i.e. the global maximum of the corresponding KDE.

    -

    In the future, we want to use more sophisticated cluster detection for creating multiple regression functions. We currently already create clusters, although they are not yet used in the actual classification. They can be seen via the web interface.

    -

    Our cluster algorithm

    -

    A cluster is defined by a local maximum and it's surrounding local minima. Note that the fastest and slowest access times are automatically the outer local minima.

    -

    At first, we just naively compute all cluster by numerically approximating their extrema.

    -

    Next, we try to find the "significant" clusters. A cluster is significant if and only if

    -

    \[ -\max_i - \min_{i+1} \geq 0.1 \cdot \text{global_max} -\]

    -

    If a cluster is not significant, it gets merged into the last significant cluster.

    -

    Model Creation

    -

    After creating and analyzing the KDEs, we now have for each type of benchmark many points (access_size, time_of_global_maximum).

    -

    Now we have to create a predictive model from those points. We currently have 2 different approaches:

    -

    Linear Model

    -

    In order to create a linear model we do a least square linear regression on each points of a given type of benchmark.

    -

    The regression functionality is provided by the great linregress library.

    -

    ConstLinear Model

    -

    This model works with the following assumption: We should expect linear speed below 4096 bytes, as this is the default page cache size.

    -

    Thus we use a piecewise function. The piecewise function is defined as follows:

    -
    def f(x):
-  if x <= 4096:
-    return global_maximum(1, 4096)
-  else:
-    return linear_model_beginning_at(4096)
-
    -

    Architecture

    -

    We have a very specific and unusual architecture:

    -
      -
    • Our benchmarker is written in C
      • -
    • Our frontend is written in React (Typescript)
      • -
    • The modelling logic and main program is written in Rust
      • -
    -

    Note that those components are actually 3 different standalone programs, not just libraries linked together. Although those programs are fully functional on their own, blackheap still provides a fully automated process; no user input is required. Moreover, blackheap is shipped as a single binary, see the build process for more.

    -

    How does this work?

    -

    At first, the rust program generates the proper parameters for each benchmark run. It then sequentially spawns a new process for each run. After each run the results get saved to disk. This allows reproducibility as well as reanalyzing old benchmarks once new models are developed.

    -

    After all benchmarks were run, the rust program processes the same results as described above. It then saves the generated models.

    -

    It lastly also saves a single HTML file based frontend for local analysis, see the local workflow for more information. Note that this tool can be used without a local web server, since all assets are transpiled into one HTML file. See the build section for more.

    -

    Why was Rust chosen?

    -

    The intial prototype was written in Python3. But, especially in lightweight HPC environments running old RHEL-based distributions, Python3 often is not installed.

    -

    Although solutions like pyenv exist, bootstrapping Python is not always trivial. Thus we wanted to create a dependency-less binary while keeping most advantages provided by the Python ecosystem.

    -

    This is why we used Rust. Rust offers a huge high level ecosystem with cargo. Rust has zero runtime dependencies and bootstrapping Rust via rustup requires no preinstalled libraries.

    -

    Furthermore, most Rust libraries don't have any 3rd party non-cargo dependencies as well.

    -

    Why was C chosen?

    -

    Despire Rust being a very performant programming language with very little performance overhead, it didn't suffice for our benchmarks. In order to get the best possible accuracy, we need to stay as near to the kernel API as possible. Also, some calls like lseek aren't even available in the Rust stdlib.

    -

    Why was React / TS chosen?

    -

    Rust plotting libraries are either very immature or have hard dependencies on 3rd-Party libraries. Since it was impractical to implement a plotting library from scratch, we chose to take advantage of the enormous Web ecosystem.

    -

    We chose React since it is the most used frontend framework, which maximizes the likelyhood of being easy to maintain in the future. We furthermore chose Plotly as a plotting library since it has enough commercial support to secure its future maintenance.

    -

    How to Build Blackheap

    -

    Prerequisites

    -
      -
    • Have a glibc based linux distribution (no alpine support)
      • -
    • Required: gcc
      • -
    • Optionally: make
      • -
    -

    Setting up userspace tooling

    -

    In order to compile it locally, we need the followind userspace tooling. This can be skipped if the tools are installed globally.

    -

    Node and npm

    -

    The easiest way to install node is via the Node version manager. After installing nvm and reloading your shellrc node can be installed via

    -
    nvm install node --lts
-nvm use node --lts
-
    -

    This automatically installs npm as well.

    -

    yarn

    -

    If node and npm are already installed, yarn can be globally installed via

    -
    npm i -g yarn
-
    -

    rustc + cargo

    -

    The easiest way to install Rust is via rustup. It should automatically install the newest stable version.

    -

    Building Blackheap

    -

    If everything worked, blackheap should be buildable via make.

    -

    Local Single Node Setup

    -

    The single node setup allows for local classification of I/O requests. This standalone process requires no remote server or any kind of running database. Additionally, no changes to the binary or workflow are required.

    -

    Creating a performance model

    -

    After compiling, the performance model can be generated by running blackheap. No further configuration is required.

    -

    One should run the benchmarks on the same decice as the program which one wants to analyze. The path used can be speicifed with the --file parameter, see blackheap --help for more information.

    -

    Analyzing the created model

    -

    After running blackheap, a model folder will be created. The default path is ./default-model, although this can be changed with the --to parameter.

    -

    In this folder, the single file web-frontend is contained, named index.html. This can be viewed with any device and any modern browser; no extra webserver is required. After loading the generated Model.json, the analyzed data gets plotted for manual analysis.

    -

    Using the created model locally

    -

    In order to locally measure any I/O requests, we preload custom I/O functions interjecting any I/O requests. Those I/O functions trace the time taken for each operation.

    -

    This is done through the LD_PRELOAD environment variable. The Linux manual defines it as follows:

    -

    "A list of additional, user-specified, ELF shared objects to be loaded before all others. This feature can be used to selectively override functions in other shared objects."

    -

    For a great introduction see "The LD_PRELOAD trick".

    -

    Our preloadee can be found under ./preloadee. It can be built via make.

    -

    Afterwards, the measurements are done by running the to-be-analyzed binary with the preloaded library injected, i.e.

    -
    LD_PRELOAD=./build/preloadee.so /path/to/my/program
-
    -

    This will produce a CSV file in the current working directory. This file can then be analyzed locally by the aforementioned web-frontend.

    -

    Streamed Multi Node Classifications with iofs

    -

    Blackheap also allows for aggregated, streamed classification to a remote TSDB via iofs. iofs is a FUSE based tool for measuring I/O requests. It works by remounting a file system, then interjecting any incoming I/O requests. See the iofs documentation for more information.

    -

    This allows for aggregate remote analysis of multiple nodes. It currently supports any monitoring system that is based on Influxdb. In our internal use case, it is used in combinaton with Grafana.

    -

    Again, no changes to the recorded software binary is required, although some configuration may be needed in order to write to the correct mount point.

    -

    Setup

    -

    Here we have a the chicken and the egg type of problem: On the one hand, we want to do access classification based on the expected values of the FUSE file system. On the other hand, we theoretically already need those classifications before starting iofs. This is a complex open problem.

    -

    As mentioned in the issue, there are basically two solutions. For now, this documentation will rely on the first idea since it cannot be assumed that one has that much computing time to create two seperate classification models. Feel free to use the other approach instead if you want, found in the issue as well.

    -

    Step 0: Build iofs; mount it with fake classifications

    -

    Of course, iofs has to be built first. See the related iofs documentation for more.

    -

    After that, iofs should be mounted with a fake set of models in order to have the approximately correct overhead for I/O requests. Download them here related to their CLI parameter name:

    -
      -
    • constant-linear (DEFAULT): here
      • -
    • linear: here
      • -
    -

    After that, mount iofs via

    -
    ./iofs /new/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv
-
    -

    or, if InfluxDB should be used:

    -
    iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb
-
    -

    Step 1: Create a performance model using the fake initial classifications

    -

    Note: This, of course, will stream wrong data to Influx. But that is okay. We just want to have the correct data produced by blackheap, which requires the correct request time overhead.

    -

    So, now the correct performance model can be created using blackheap. This requires that the benchmark is done on the iofs FUSE file system, which can be controlled via the --file parameter. Therefore, the minimal call would be

    -
    blackheap --file /path/to/somewhere/within/the/mountpoint
-
    -

    Afterwards, a model will be created at $PWD/default_model. This can be controlled via --to. See blackheap --help for more.

    -

    Step 2: Remount iofs with the real classifications

    -

    Unmount iofs and remount with the newly created default_model/iofs.csv. Otherwise, the parameters are the same as in Step 0.

    -

    Afterwards, it should record and classify the I/O requests according to the performance model created.

    -

    Setting up Grafana and InfluxDB for Remote Analysis

    -

    We provide a full docker-compose setup for InfluxDB+Grafana in the iofs repository.

    -

    After the setup data can be streamed by mounting iofs with

    -
    iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb
-
    -

    See the iofs documentation for more information.

    -

    Frequently Asked Questions (FAQ)

    -

    Those aren't actually frequently asked questions, but questions we anticipated or topics that didn't fit the documentation flow.

    -

    How does the Build Process work?

    -

    Blackheap consists of 3 different programs written in C, Typescript and Rust respectively. A more detailed explanation of the architecture and its reasoning behind it can be found under Architecture. In this section blackheap's build process is explained. To make this as language independent as possible, it is orchestrated using a Makefile.

    -

    Step 1: Building the Benchmarker

    -

    First, the benchmarker written in C is compiled. gcc is used as compiler; the compilation process is managed by a second Makefile. At the end, the built binary gets moved into the rust source code directory.

    -

    Step 2: Building the Web-Frontend

    -

    The next step is to build the web-frontend. This is a React frontend based on CRA. yarn is used as a package manager.

    -

    First the project gets installed via yarn. Here all external node-modules dependencies are resolved. After that a minimized, production level optimized single HTML file gets built. At the end, this HTML file also gets moved into the rust directory.

    -

    Step 3: Building the Main Program

    -

    The last thing to be built is the Rust binary. Here the previously built C and TS programs are embedded as binary BLOBs within the main program. Hence, the Rust program can ship the other software optimized for the current architecture at runtime and blackheap can be deployed as a single binary.

    -

    Why do we require depend on glibc?

    -

    We depend on the GNU C library glibc for multiple reasons:

    - -

    Why the Name Blackheap?

    -

    In blackheap, we use a blackbox methodology for classifying I/O requests. So "blackbox" would be a obvious name choice. Of course, this would be a horrible name: Not only for SEO reasons but also for general name collisions.

    -

    In Rust, the Box<> is the simplest data type to provide a smart pointer. Basically, if you put something in a Box, you store it on the Heap while the only thing put on the stack is the corresponding pointer.

    -

    Thus, substituting Box in blackheap for being a pointer on the heap, we have blackheap!

    - -
    - - -
    -
    - - - -
    - - - - - - - - - - - - - - - - - - - - - - - diff --git a/docs/book/searcher.js b/docs/book/searcher.js deleted file mode 100644 index d2b0aee..0000000 --- a/docs/book/searcher.js +++ /dev/null @@ -1,483 +0,0 @@ -"use strict"; -window.search = window.search || {}; -(function search(search) { - // Search functionality - // - // You can use !hasFocus() to prevent keyhandling in your key - // event handlers while the user is typing their search. - - if (!Mark || !elasticlunr) { - return; - } - - //IE 11 Compatibility from https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/String/startsWith - if (!String.prototype.startsWith) { - String.prototype.startsWith = function(search, pos) { - return this.substr(!pos || pos < 0 ? 0 : +pos, search.length) === search; - }; - } - - var search_wrap = document.getElementById('search-wrapper'), - searchbar = document.getElementById('searchbar'), - searchbar_outer = document.getElementById('searchbar-outer'), - searchresults = document.getElementById('searchresults'), - searchresults_outer = document.getElementById('searchresults-outer'), - searchresults_header = document.getElementById('searchresults-header'), - searchicon = document.getElementById('search-toggle'), - content = document.getElementById('content'), - - searchindex = null, - doc_urls = [], - results_options = { - teaser_word_count: 30, - limit_results: 30, - }, - search_options = { - bool: "AND", - expand: true, - fields: { - title: {boost: 1}, - body: {boost: 1}, - breadcrumbs: {boost: 0} - } - }, - mark_exclude = [], - marker = new Mark(content), - current_searchterm = "", - URL_SEARCH_PARAM = 'search', - URL_MARK_PARAM = 'highlight', - teaser_count = 0, - - SEARCH_HOTKEY_KEYCODE = 83, - ESCAPE_KEYCODE = 27, - DOWN_KEYCODE = 40, - UP_KEYCODE = 38, - SELECT_KEYCODE = 13; - - function hasFocus() { - return searchbar === document.activeElement; - } - - function removeChildren(elem) { - while (elem.firstChild) { - elem.removeChild(elem.firstChild); - } - } - - // Helper to parse a url into its building blocks. - function parseURL(url) { - var a = document.createElement('a'); - a.href = url; - return { - source: url, - protocol: a.protocol.replace(':',''), - host: a.hostname, - port: a.port, - params: (function(){ - var ret = {}; - var seg = a.search.replace(/^\?/,'').split('&'); - var len = seg.length, i = 0, s; - for (;i': '>', - '"': '"', - "'": ''' - }; - var repl = function(c) { return MAP[c]; }; - return function(s) { - return s.replace(/[&<>'"]/g, repl); - }; - })(); - - function formatSearchMetric(count, searchterm) { - if (count == 1) { - return count + " search result for '" + searchterm + "':"; - } else if (count == 0) { - return "No search results for '" + searchterm + "'."; - } else { - return count + " search results for '" + searchterm + "':"; - } - } - - function formatSearchResult(result, searchterms) { - var teaser = makeTeaser(escapeHTML(result.doc.body), searchterms); - teaser_count++; - - // The ?URL_MARK_PARAM= parameter belongs inbetween the page and the #heading-anchor - var url = doc_urls[result.ref].split("#"); - if (url.length == 1) { // no anchor found - url.push(""); - } - - // encodeURIComponent escapes all chars that could allow an XSS except - // for '. Due to that we also manually replace ' with its url-encoded - // representation (%27). - var searchterms = encodeURIComponent(searchterms.join(" ")).replace(/\'/g, "%27"); - - return '' + result.doc.breadcrumbs + '' - + '' - + teaser + ''; - } - - function makeTeaser(body, searchterms) { - // The strategy is as follows: - // First, assign a value to each word in the document: - // Words that correspond to search terms (stemmer aware): 40 - // Normal words: 2 - // First word in a sentence: 8 - // Then use a sliding window with a constant number of words and count the - // sum of the values of the words within the window. Then use the window that got the - // maximum sum. If there are multiple maximas, then get the last one. - // Enclose the terms in . - var stemmed_searchterms = searchterms.map(function(w) { - return elasticlunr.stemmer(w.toLowerCase()); - }); - var searchterm_weight = 40; - var weighted = []; // contains elements of ["word", weight, index_in_document] - // split in sentences, then words - var sentences = body.toLowerCase().split('. '); - var index = 0; - var value = 0; - var searchterm_found = false; - for (var sentenceindex in sentences) { - var words = sentences[sentenceindex].split(' '); - value = 8; - for (var wordindex in words) { - var word = words[wordindex]; - if (word.length > 0) { - for (var searchtermindex in stemmed_searchterms) { - if (elasticlunr.stemmer(word).startsWith(stemmed_searchterms[searchtermindex])) { - value = searchterm_weight; - searchterm_found = true; - } - }; - weighted.push([word, value, index]); - value = 2; - } - index += word.length; - index += 1; // ' ' or '.' if last word in sentence - }; - index += 1; // because we split at a two-char boundary '. ' - }; - - if (weighted.length == 0) { - return body; - } - - var window_weight = []; - var window_size = Math.min(weighted.length, results_options.teaser_word_count); - - var cur_sum = 0; - for (var wordindex = 0; wordindex < window_size; wordindex++) { - cur_sum += weighted[wordindex][1]; - }; - window_weight.push(cur_sum); - for (var wordindex = 0; wordindex < weighted.length - window_size; wordindex++) { - cur_sum -= weighted[wordindex][1]; - cur_sum += weighted[wordindex + window_size][1]; - window_weight.push(cur_sum); - }; - - if (searchterm_found) { - var max_sum = 0; - var max_sum_window_index = 0; - // backwards - for (var i = window_weight.length - 1; i >= 0; i--) { - if (window_weight[i] > max_sum) { - max_sum = window_weight[i]; - max_sum_window_index = i; - } - }; - } else { - max_sum_window_index = 0; - } - - // add around searchterms - var teaser_split = []; - var index = weighted[max_sum_window_index][2]; - for (var i = max_sum_window_index; i < max_sum_window_index+window_size; i++) { - var word = weighted[i]; - if (index < word[2]) { - // missing text from index to start of `word` - teaser_split.push(body.substring(index, word[2])); - index = word[2]; - } - if (word[1] == searchterm_weight) { - teaser_split.push("") - } - index = word[2] + word[0].length; - teaser_split.push(body.substring(word[2], index)); - if (word[1] == searchterm_weight) { - teaser_split.push("") - } - }; - - return teaser_split.join(''); - } - - function init(config) { - results_options = config.results_options; - search_options = config.search_options; - searchbar_outer = config.searchbar_outer; - doc_urls = config.doc_urls; - searchindex = elasticlunr.Index.load(config.index); - - // Set up events - searchicon.addEventListener('click', function(e) { searchIconClickHandler(); }, false); - searchbar.addEventListener('keyup', function(e) { searchbarKeyUpHandler(); }, false); - document.addEventListener('keydown', function(e) { globalKeyHandler(e); }, false); - // If the user uses the browser buttons, do the same as if a reload happened - window.onpopstate = function(e) { doSearchOrMarkFromUrl(); }; - // Suppress "submit" events so the page doesn't reload when the user presses Enter - document.addEventListener('submit', function(e) { e.preventDefault(); }, false); - - // If reloaded, do the search or mark again, depending on the current url parameters - doSearchOrMarkFromUrl(); - } - - function unfocusSearchbar() { - // hacky, but just focusing a div only works once - var tmp = document.createElement('input'); - tmp.setAttribute('style', 'position: absolute; opacity: 0;'); - searchicon.appendChild(tmp); - tmp.focus(); - tmp.remove(); - } - - // On reload or browser history backwards/forwards events, parse the url and do search or mark - function doSearchOrMarkFromUrl() { - // Check current URL for search request - var url = parseURL(window.location.href); - if (url.params.hasOwnProperty(URL_SEARCH_PARAM) - && url.params[URL_SEARCH_PARAM] != "") { - showSearch(true); - searchbar.value = decodeURIComponent( - (url.params[URL_SEARCH_PARAM]+'').replace(/\+/g, '%20')); - searchbarKeyUpHandler(); // -> doSearch() - } else { - showSearch(false); - } - - if (url.params.hasOwnProperty(URL_MARK_PARAM)) { - var words = decodeURIComponent(url.params[URL_MARK_PARAM]).split(' '); - marker.mark(words, { - exclude: mark_exclude - }); - - var markers = document.querySelectorAll("mark"); - function hide() { - for (var i = 0; i < markers.length; i++) { - markers[i].classList.add("fade-out"); - window.setTimeout(function(e) { marker.unmark(); }, 300); - } - } - for (var i = 0; i < markers.length; i++) { - markers[i].addEventListener('click', hide); - } - } - } - - // Eventhandler for keyevents on `document` - function globalKeyHandler(e) { - if (e.altKey || e.ctrlKey || e.metaKey || e.shiftKey || e.target.type === 'textarea' || e.target.type === 'text') { return; } - - if (e.keyCode === ESCAPE_KEYCODE) { - e.preventDefault(); - searchbar.classList.remove("active"); - setSearchUrlParameters("", - (searchbar.value.trim() !== "") ? "push" : "replace"); - if (hasFocus()) { - unfocusSearchbar(); - } - showSearch(false); - marker.unmark(); - } else if (!hasFocus() && e.keyCode === SEARCH_HOTKEY_KEYCODE) { - e.preventDefault(); - showSearch(true); - window.scrollTo(0, 0); - searchbar.select(); - } else if (hasFocus() && e.keyCode === DOWN_KEYCODE) { - e.preventDefault(); - unfocusSearchbar(); - searchresults.firstElementChild.classList.add("focus"); - } else if (!hasFocus() && (e.keyCode === DOWN_KEYCODE - || e.keyCode === UP_KEYCODE - || e.keyCode === SELECT_KEYCODE)) { - // not `:focus` because browser does annoying scrolling - var focused = searchresults.querySelector("li.focus"); - if (!focused) return; - e.preventDefault(); - if (e.keyCode === DOWN_KEYCODE) { - var next = focused.nextElementSibling; - if (next) { - focused.classList.remove("focus"); - next.classList.add("focus"); - } - } else if (e.keyCode === UP_KEYCODE) { - focused.classList.remove("focus"); - var prev = focused.previousElementSibling; - if (prev) { - prev.classList.add("focus"); - } else { - searchbar.select(); - } - } else { // SELECT_KEYCODE - window.location.assign(focused.querySelector('a')); - } - } - } - - function showSearch(yes) { - if (yes) { - search_wrap.classList.remove('hidden'); - searchicon.setAttribute('aria-expanded', 'true'); - } else { - search_wrap.classList.add('hidden'); - searchicon.setAttribute('aria-expanded', 'false'); - var results = searchresults.children; - for (var i = 0; i < results.length; i++) { - results[i].classList.remove("focus"); - } - } - } - - function showResults(yes) { - if (yes) { - searchresults_outer.classList.remove('hidden'); - } else { - searchresults_outer.classList.add('hidden'); - } - } - - // Eventhandler for search icon - function searchIconClickHandler() { - if (search_wrap.classList.contains('hidden')) { - showSearch(true); - window.scrollTo(0, 0); - searchbar.select(); - } else { - showSearch(false); - } - } - - // Eventhandler for keyevents while the searchbar is focused - function searchbarKeyUpHandler() { - var searchterm = searchbar.value.trim(); - if (searchterm != "") { - searchbar.classList.add("active"); - doSearch(searchterm); - } else { - searchbar.classList.remove("active"); - showResults(false); - removeChildren(searchresults); - } - - setSearchUrlParameters(searchterm, "push_if_new_search_else_replace"); - - // Remove marks - marker.unmark(); - } - - // Update current url with ?URL_SEARCH_PARAM= parameter, remove ?URL_MARK_PARAM and #heading-anchor . - // `action` can be one of "push", "replace", "push_if_new_search_else_replace" - // and replaces or pushes a new browser history item. - // "push_if_new_search_else_replace" pushes if there is no `?URL_SEARCH_PARAM=abc` yet. - function setSearchUrlParameters(searchterm, action) { - var url = parseURL(window.location.href); - var first_search = ! url.params.hasOwnProperty(URL_SEARCH_PARAM); - if (searchterm != "" || action == "push_if_new_search_else_replace") { - url.params[URL_SEARCH_PARAM] = searchterm; - delete url.params[URL_MARK_PARAM]; - url.hash = ""; - } else { - delete url.params[URL_MARK_PARAM]; - delete url.params[URL_SEARCH_PARAM]; - } - // A new search will also add a new history item, so the user can go back - // to the page prior to searching. A updated search term will only replace - // the url. - if (action == "push" || (action == "push_if_new_search_else_replace" && first_search) ) { - history.pushState({}, document.title, renderURL(url)); - } else if (action == "replace" || (action == "push_if_new_search_else_replace" && !first_search) ) { - history.replaceState({}, document.title, renderURL(url)); - } - } - - function doSearch(searchterm) { - - // Don't search the same twice - if (current_searchterm == searchterm) { return; } - else { current_searchterm = searchterm; } - - if (searchindex == null) { return; } - - // Do the actual search - var results = searchindex.search(searchterm, search_options); - var resultcount = Math.min(results.length, results_options.limit_results); - - // Display search metrics - searchresults_header.innerText = formatSearchMetric(resultcount, searchterm); - - // Clear and insert results - var searchterms = searchterm.split(' '); - removeChildren(searchresults); - for(var i = 0; i < resultcount ; i++){ - var resultElem = document.createElement('li'); - resultElem.innerHTML = formatSearchResult(results[i], searchterms); - searchresults.appendChild(resultElem); - } - - // Display results - showResults(true); - } - - fetch(path_to_root + 'searchindex.json') - .then(response => response.json()) - .then(json => init(json)) - .catch(error => { // Try to load searchindex.js if fetch failed - var script = document.createElement('script'); - script.src = path_to_root + 'searchindex.js'; - script.onload = () => init(window.search); - document.head.appendChild(script); - }); - - // Exported functions - search.hasFocus = hasFocus; -})(window.search); diff --git a/docs/book/searchindex.js b/docs/book/searchindex.js deleted file mode 100644 index 591fa80..0000000 --- a/docs/book/searchindex.js +++ /dev/null @@ -1 +0,0 @@ -Object.assign(window.search, {"doc_urls":["Introduction.html#introduction","Introduction.html#goals","Introduction.html#high-level-workflow","Introduction.html#further-ressources","Workflow/index.html#workflow","Workflow/index.html#overview","Workflow/Benchmark.html#creating-benchmarks","Workflow/Benchmark.html#parameters","Workflow/Analysis.html#analysis","Workflow/Analysis.html#kernel-density-estimations-kdes","Workflow/Analysis.html#the-bandwidth-problem","Workflow/Analysis.html#cluster-detection","Workflow/Analysis.html#our-cluster-algorithm","Workflow/ModelCreation.html#model-creation","Workflow/ModelCreation.html#linear-model","Workflow/ModelCreation.html#constlinear-model","Architecture.html#architecture","Architecture.html#how-does-this-work","Architecture.html#why-was-rust-chosen","Architecture.html#why-was-c-chosen","Architecture.html#why-was-react--ts-chosen","Build.html#how-to-build-blackheap","Build.html#prerequisites","Build.html#setting-up-userspace-tooling","Build.html#node-and-npm","Build.html#yarn","Build.html#rustc--cargo","Build.html#building-blackheap","SingleNode.html#local-single-node-setup","SingleNode.html#creating-a-performance-model","SingleNode.html#analyzing-the-created-model","SingleNode.html#using-the-created-model-locally","StreamedClassifications.html#streamed-multi-node-classifications-with-iofs","StreamedClassifications.html#setup","StreamedClassifications.html#step-0-build-iofs-mount-it-with-fake-classifications","StreamedClassifications.html#step-1-create-a-performance-model-using-the-fake-initial-classifications","StreamedClassifications.html#step-2-remount-iofs-with-the-real-classifications","StreamedClassifications.html#setting-up-grafana-and-influxdb-for-remote-analysis","FAQ/index.html#frequently-asked-questions-faq","FAQ/BuildProcess.html#how-does-the-build-process-work","FAQ/BuildProcess.html#step-1-building-the-benchmarker","FAQ/BuildProcess.html#step-2-building-the-web-frontend","FAQ/BuildProcess.html#step-3-building-the-main-program","FAQ/glibc.html#why-do-we-require-depend-on-glibc","FAQ/Naming.html#why-the-name-blackheap"],"index":{"documentStore":{"docInfo":{"0":{"body":66,"breadcrumbs":2,"title":1},"1":{"body":41,"breadcrumbs":2,"title":1},"10":{"body":28,"breadcrumbs":4,"title":2},"11":{"body":48,"breadcrumbs":4,"title":2},"12":{"body":44,"breadcrumbs":4,"title":2},"13":{"body":21,"breadcrumbs":5,"title":2},"14":{"body":18,"breadcrumbs":5,"title":2},"15":{"body":31,"breadcrumbs":5,"title":2},"16":{"body":51,"breadcrumbs":2,"title":1},"17":{"body":72,"breadcrumbs":2,"title":1},"18":{"body":64,"breadcrumbs":3,"title":2},"19":{"body":31,"breadcrumbs":3,"title":2},"2":{"body":48,"breadcrumbs":4,"title":3},"20":{"body":43,"breadcrumbs":4,"title":3},"21":{"body":0,"breadcrumbs":3,"title":2},"22":{"body":10,"breadcrumbs":2,"title":1},"23":{"body":11,"breadcrumbs":5,"title":4},"24":{"body":27,"breadcrumbs":3,"title":2},"25":{"body":11,"breadcrumbs":2,"title":1},"26":{"body":11,"breadcrumbs":3,"title":2},"27":{"body":6,"breadcrumbs":3,"title":2},"28":{"body":21,"breadcrumbs":8,"title":4},"29":{"body":27,"breadcrumbs":7,"title":3},"3":{"body":15,"breadcrumbs":3,"title":2},"30":{"body":36,"breadcrumbs":7,"title":3},"31":{"body":82,"breadcrumbs":8,"title":4},"32":{"body":61,"breadcrumbs":10,"title":5},"33":{"body":57,"breadcrumbs":6,"title":1},"34":{"body":47,"breadcrumbs":12,"title":7},"35":{"body":51,"breadcrumbs":14,"title":9},"36":{"body":20,"breadcrumbs":11,"title":6},"37":{"body":24,"breadcrumbs":11,"title":6},"38":{"body":13,"breadcrumbs":5,"title":4},"39":{"body":31,"breadcrumbs":7,"title":3},"4":{"body":0,"breadcrumbs":2,"title":1},"40":{"body":22,"breadcrumbs":8,"title":4},"41":{"body":41,"breadcrumbs":9,"title":5},"42":{"body":30,"breadcrumbs":9,"title":5},"43":{"body":24,"breadcrumbs":6,"title":3},"44":{"body":46,"breadcrumbs":5,"title":2},"5":{"body":28,"breadcrumbs":2,"title":1},"6":{"body":29,"breadcrumbs":4,"title":2},"7":{"body":155,"breadcrumbs":3,"title":1},"8":{"body":103,"breadcrumbs":3,"title":1},"9":{"body":55,"breadcrumbs":6,"title":4}},"docs":{"0":{"body":"Analyzing I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis. Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers. Blackheap approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"We designed Blackheap with the following goals in mind: Single binary without external dependencies No required configuration Self-contained, automatic end-to-end workflow Setup agnostic classification (remote or local storage) Distribution agnostic: Any glibc-based Linux distribution will suffice No root required Easy to build: only non-userspace dependencies are glibc, gcc and make","breadcrumbs":"Introduction » Goals","id":"1","title":"Goals"},"10":{"body":"In real computations, our actual formula is defined as \\[ \\hat{f}(x) = \\frac{1}{Nh} \\sum_{i=1}^N K\\left(\\frac{x-x_i}{h}\\right) \\] where \\(h > 0\\) is the so-called bandwidth . The bandwidth describes how the kernel needs to be scaled. We use the commonly used Silverman's rule of thumb , provided by the criterion_stats package.","breadcrumbs":"Workflow » Analysis » The bandwidth problem","id":"10","title":"The bandwidth problem"},"11":{"body":"Now that we have a proper kernel density estimation for each characteristic and access time, we can further analyze our measurements. At the time of this writing, we associate the time upper bound with the most likely access time, i.e. the global maximum of the corresponding KDE. In the future, we want to use more sophisticated cluster detection for creating multiple regression functions. We currently already create clusters, although they are not yet used in the actual classification. They can be seen via the web interface.","breadcrumbs":"Workflow » Analysis » Cluster detection","id":"11","title":"Cluster detection"},"12":{"body":"A cluster is defined by a local maximum and it's surrounding local minima. Note that the fastest and slowest access times are automatically the outer local minima. At first, we just naively compute all cluster by numerically approximating their extrema. Next, we try to find the \"significant\" clusters. A cluster is significant if and only if \\[ \\max_i - \\min_{i+1} \\geq 0.1 \\cdot \\text{global_max} \\] If a cluster is not significant, it gets merged into the last significant cluster.","breadcrumbs":"Workflow » Analysis » Our cluster algorithm","id":"12","title":"Our cluster algorithm"},"13":{"body":"After creating and analyzing the KDEs, we now have for each type of benchmark many points (access_size, time_of_global_maximum). Now we have to create a predictive model from those points. We currently have 2 different approaches:","breadcrumbs":"Workflow » Model Creation » Model Creation","id":"13","title":"Model Creation"},"14":{"body":"In order to create a linear model we do a least square linear regression on each points of a given type of benchmark. The regression functionality is provided by the great linregress library.","breadcrumbs":"Workflow » Model Creation » Linear Model","id":"14","title":"Linear Model"},"15":{"body":"This model works with the following assumption: We should expect linear speed below 4096 bytes, as this is the default page cache size. Thus we use a piecewise function. The piecewise function is defined as follows: def f(x): if x <= 4096: return global_maximum(1, 4096) else: return linear_model_beginning_at(4096)","breadcrumbs":"Workflow » Model Creation » ConstLinear Model","id":"15","title":"ConstLinear Model"},"16":{"body":"We have a very specific and unusual architecture: Our benchmarker is written in C Our frontend is written in React (Typescript) The modelling logic and main program is written in Rust Note that those components are actually 3 different standalone programs, not just libraries linked together. Although those programs are fully functional on their own, blackheap still provides a fully automated process; no user input is required. Moreover, blackheap is shipped as a single binary, see the build process for more .","breadcrumbs":"Architecture » Architecture","id":"16","title":"Architecture"},"17":{"body":"At first, the rust program generates the proper parameters for each benchmark run. It then sequentially spawns a new process for each run. After each run the results get saved to disk. This allows reproducibility as well as reanalyzing old benchmarks once new models are developed. After all benchmarks were run, the rust program processes the same results as described above. It then saves the generated models. It lastly also saves a single HTML file based frontend for local analysis, see the local workflow for more information. Note that this tool can be used without a local web server, since all assets are transpiled into one HTML file. See the build section for more.","breadcrumbs":"Architecture » How does this work?","id":"17","title":"How does this work?"},"18":{"body":"The intial prototype was written in Python3. But, especially in lightweight HPC environments running old RHEL-based distributions, Python3 often is not installed. Although solutions like pyenv exist, bootstrapping Python is not always trivial. Thus we wanted to create a dependency-less binary while keeping most advantages provided by the Python ecosystem. This is why we used Rust. Rust offers a huge high level ecosystem with cargo. Rust has zero runtime dependencies and bootstrapping Rust via rustup requires no preinstalled libraries. Furthermore, most Rust libraries don't have any 3rd party non-cargo dependencies as well.","breadcrumbs":"Architecture » Why was Rust chosen?","id":"18","title":"Why was Rust chosen?"},"19":{"body":"Despire Rust being a very performant programming language with very little performance overhead, it didn't suffice for our benchmarks. In order to get the best possible accuracy, we need to stay as near to the kernel API as possible. Also, some calls like lseek aren't even available in the Rust stdlib.","breadcrumbs":"Architecture » Why was C chosen?","id":"19","title":"Why was C chosen?"},"2":{"body":"The internal workflow can be summarized as follows: At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache. After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time. Lastly, we take all those upper bounds and create a predictive model via linear regression.","breadcrumbs":"Introduction » High Level Workflow","id":"2","title":"High Level Workflow"},"20":{"body":"Rust plotting libraries are either very immature or have hard dependencies on 3rd-Party libraries. Since it was impractical to implement a plotting library from scratch, we chose to take advantage of the enormous Web ecosystem. We chose React since it is the most used frontend framework, which maximizes the likelyhood of being easy to maintain in the future. We furthermore chose Plotly as a plotting library since it has enough commercial support to secure its future maintenance.","breadcrumbs":"Architecture » Why was React / TS chosen?","id":"20","title":"Why was React / TS chosen?"},"21":{"body":"","breadcrumbs":"Building » How to Build Blackheap","id":"21","title":"How to Build Blackheap"},"22":{"body":"Have a glibc based linux distribution (no alpine support) Required: gcc Optionally: make","breadcrumbs":"Building » Prerequisites","id":"22","title":"Prerequisites"},"23":{"body":"In order to compile it locally, we need the followind userspace tooling. This can be skipped if the tools are installed globally.","breadcrumbs":"Building » Setting up userspace tooling","id":"23","title":"Setting up userspace tooling"},"24":{"body":"The easiest way to install node is via the Node version manager . After installing nvm and reloading your shellrc node can be installed via nvm install node --lts\nnvm use node --lts This automatically installs npm as well.","breadcrumbs":"Building » Node and npm","id":"24","title":"Node and npm"},"25":{"body":"If node and npm are already installed, yarn can be globally installed via npm i -g yarn","breadcrumbs":"Building » yarn","id":"25","title":"yarn"},"26":{"body":"The easiest way to install Rust is via rustup . It should automatically install the newest stable version.","breadcrumbs":"Building » rustc + cargo","id":"26","title":"rustc + cargo"},"27":{"body":"If everything worked, blackheap should be buildable via make.","breadcrumbs":"Building » Building Blackheap","id":"27","title":"Building Blackheap"},"28":{"body":"The single node setup allows for local classification of I/O requests. This standalone process requires no remote server or any kind of running database. Additionally, no changes to the binary or workflow are required.","breadcrumbs":"Local Single Node Setup » Local Single Node Setup","id":"28","title":"Local Single Node Setup"},"29":{"body":"After compiling, the performance model can be generated by running blackheap. No further configuration is required. One should run the benchmarks on the same decice as the program which one wants to analyze. The path used can be speicifed with the --file parameter, see blackheap --help for more information.","breadcrumbs":"Local Single Node Setup » Creating a performance model","id":"29","title":"Creating a performance model"},"3":{"body":"Blackheap is based on Julian Kunkels 2015 paper \" Identifying Relevant Factors in the I/O-Path using Statistical Methods \" ( BibTeX ).","breadcrumbs":"Introduction » Further Ressources","id":"3","title":"Further Ressources"},"30":{"body":"After running blackheap, a model folder will be created. The default path is ./default-model, although this can be changed with the --to parameter. In this folder, the single file web-frontend is contained, named index.html. This can be viewed with any device and any modern browser; no extra webserver is required. After loading the generated Model.json, the analyzed data gets plotted for manual analysis.","breadcrumbs":"Local Single Node Setup » Analyzing the created model","id":"30","title":"Analyzing the created model"},"31":{"body":"In order to locally measure any I/O requests, we preload custom I/O functions interjecting any I/O requests. Those I/O functions trace the time taken for each operation. This is done through the LD_PRELOAD environment variable. The Linux manual defines it as follows: \"A list of additional, user-specified, ELF shared objects to be loaded before all others. This feature can be used to selectively override functions in other shared objects.\" For a great introduction see \"The LD_PRELOAD trick\" . Our preloadee can be found under ./preloadee. It can be built via make. Afterwards, the measurements are done by running the to-be-analyzed binary with the preloaded library injected, i.e. LD_PRELOAD=./build/preloadee.so /path/to/my/program This will produce a CSV file in the current working directory. This file can then be analyzed locally by the aforementioned web-frontend.","breadcrumbs":"Local Single Node Setup » Using the created model locally","id":"31","title":"Using the created model locally"},"32":{"body":"Blackheap also allows for aggregated, streamed classification to a remote TSDB via iofs . iofs is a FUSE based tool for measuring I/O requests. It works by remounting a file system, then interjecting any incoming I/O requests. See the iofs documentation for more information. This allows for aggregate remote analysis of multiple nodes. It currently supports any monitoring system that is based on Influxdb. In our internal use case, it is used in combinaton with Grafana. Again, no changes to the recorded software binary is required, although some configuration may be needed in order to write to the correct mount point.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Streamed Multi Node Classifications with iofs","id":"32","title":"Streamed Multi Node Classifications with iofs"},"33":{"body":"Here we have a the chicken and the egg type of problem: On the one hand, we want to do access classification based on the expected values of the FUSE file system. On the other hand, we theoretically already need those classifications before starting iofs. This is a complex open problem . As mentioned in the issue, there are basically two solutions. For now, this documentation will rely on the first idea since it cannot be assumed that one has that much computing time to create two seperate classification models. Feel free to use the other approach instead if you want, found in the issue as well.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Setup","id":"33","title":"Setup"},"34":{"body":"Of course, iofs has to be built first. See the related iofs documentation for more. After that, iofs should be mounted with a fake set of models in order to have the approximately correct overhead for I/O requests. Download them here related to their CLI parameter name: constant-linear (DEFAULT): here linear: here After that, mount iofs via ./iofs /new/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv or, if InfluxDB should be used: iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 0: Build iofs; mount it with fake classifications","id":"34","title":"Step 0: Build iofs; mount it with fake classifications"},"35":{"body":"Note: This, of course, will stream wrong data to Influx. But that is okay. We just want to have the correct data produced by blackheap, which requires the correct request time overhead. So, now the correct performance model can be created using blackheap. This requires that the benchmark is done on the iofs FUSE file system, which can be controlled via the --file parameter. Therefore, the minimal call would be blackheap --file /path/to/somewhere/within/the/mountpoint Afterwards, a model will be created at $PWD/default_model. This can be controlled via --to. See blackheap --help for more.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 1: Create a performance model using the fake initial classifications","id":"35","title":"Step 1: Create a performance model using the fake initial classifications"},"36":{"body":"Unmount iofs and remount with the newly created default_model/iofs.csv. Otherwise, the parameters are the same as in Step 0. Afterwards, it should record and classify the I/O requests according to the performance model created.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 2: Remount iofs with the real classifications","id":"36","title":"Step 2: Remount iofs with the real classifications"},"37":{"body":"We provide a full docker-compose setup for InfluxDB+Grafana in the iofs repository . After the setup data can be streamed by mounting iofs with iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb See the iofs documentation for more information.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Setting up Grafana and InfluxDB for Remote Analysis","id":"37","title":"Setting up Grafana and InfluxDB for Remote Analysis"},"38":{"body":"Those aren't actually frequently asked questions, but questions we anticipated or topics that didn't fit the documentation flow.","breadcrumbs":"FAQ » Frequently Asked Questions (FAQ)","id":"38","title":"Frequently Asked Questions (FAQ)"},"39":{"body":"Blackheap consists of 3 different programs written in C, Typescript and Rust respectively. A more detailed explanation of the architecture and its reasoning behind it can be found under Architecture . In this section blackheap's build process is explained. To make this as language independent as possible, it is orchestrated using a Makefile.","breadcrumbs":"FAQ » How does the Build Process work? » How does the Build Process work?","id":"39","title":"How does the Build Process work?"},"4":{"body":"","breadcrumbs":"Workflow » Workflow","id":"4","title":"Workflow"},"40":{"body":"First, the benchmarker written in C is compiled. gcc is used as compiler; the compilation process is managed by a second Makefile. At the end, the built binary gets moved into the rust source code directory.","breadcrumbs":"FAQ » How does the Build Process work? » Step 1: Building the Benchmarker","id":"40","title":"Step 1: Building the Benchmarker"},"41":{"body":"The next step is to build the web-frontend. This is a React frontend based on CRA . yarn is used as a package manager. First the project gets installed via yarn. Here all external node-modules dependencies are resolved. After that a minimized, production level optimized single HTML file gets built. At the end, this HTML file also gets moved into the rust directory.","breadcrumbs":"FAQ » How does the Build Process work? » Step 2: Building the Web-Frontend","id":"41","title":"Step 2: Building the Web-Frontend"},"42":{"body":"The last thing to be built is the Rust binary. Here the previously built C and TS programs are embedded as binary BLOBs within the main program. Hence, the Rust program can ship the other software optimized for the current architecture at runtime and blackheap can be deployed as a single binary.","breadcrumbs":"FAQ » How does the Build Process work? » Step 3: Building the Main Program","id":"42","title":"Step 3: Building the Main Program"},"43":{"body":"We depend on the GNU C library glibc for multiple reasons: It provides the most accurate clock via CLOCK_MONOTONIC . It is required for O_DIRECT file access It provides argp as a better argument parsing alternative to the POSIX getopt .","breadcrumbs":"FAQ » Why do we depend on glibc? » Why do we require depend on glibc?","id":"43","title":"Why do we require depend on glibc?"},"44":{"body":"In blackheap, we use a blackbox methodology for classifying I/O requests. So \"blackbox\" would be a obvious name choice. Of course, this would be a horrible name: Not only for SEO reasons but also for general name collisions. In Rust, the Box<> is the simplest data type to provide a smart pointer. Basically, if you put something in a Box, you store it on the Heap while the only thing put on the stack is the corresponding pointer. Thus, substituting Box in blackheap for being a pointer on the heap, we have blackheap !","breadcrumbs":"FAQ » Why the name Blackheap? » Why the Name Blackheap?","id":"44","title":"Why the Name Blackheap?"},"5":{"body":"The workflow can be split into 3 parts: Generating performance measurements via different benchmarks Analyzing the benchmarks Creating a predictive performance model based on the single analyses Note that Blackheap does all of those 3 steps automatically, no manual work is required!","breadcrumbs":"Workflow » Overview","id":"5","title":"Overview"},"6":{"body":"In order to create accurate benchmarks of specific characteristics, we created the blackheap-benchmark benchmarker, which is based on io-modelling . It is standalone, configurable via CLI parameters and prints any JSON output to stdout. When using the blackheap-modeller , maunal interaction with the benchmarker is not requried.","breadcrumbs":"Workflow » Benchmark » Creating Benchmarks","id":"6","title":"Creating Benchmarks"},"7":{"body":"It supports the following parameters: -r/-w for either read or write operations --file-pattern/--mem-pattern for the access pattern of the file system or memory buffer. The following patterns are implemented off0: Always use the same to the same offset seq: Read/Write sequentially rnd: Change the offset randomly after every I/O operation. --access-size: The size of each I/O operation. This is primarily used to create different measurements of the same characteristics. --file: On which file the benchmark should run. Note that the file at the given path will be zeroed out. Use this setting to implicitly set which file system is getting benchmarked. --file-buf/--mem-buf: The size of the corresponding buffers in bytes. Note that the file buffer actually gets allocated via successive write operations; no fallocate is used. --repeats The number of measurements with a given configuration. --delete-afterwards: Whether the file should be deleted after the benchmark is done. This can be used to remove any page caching between benchmarks. Obviously, not deleting the file can significantly reduce the execution time of further benchmarks. --drop-cache: Drops the page cache via /proc/sys/vm/drop_caches --free-ram Aritificially allocates RAM until the number of bytes are met. This restriction is done in order to force cache eviction. --o-direct: Uses Linux Direct I/O (see O_DIRECT) --reread: Read each block twice, just benchmark the second time. This is used to get cache speeds.","breadcrumbs":"Workflow » Benchmark » Parameters","id":"7","title":"Parameters"},"8":{"body":"After each benchmark, we get a lot of points (access_size, time) for each characteristics. Now, for each access size, we have to find a good prediction on how much time we can expect the access to take. This way, we can correlate a given operation with the different characteristics we measured. Importantly, we can't assume that we have a normal distribution. This makes intuitive sense: On the one hand, calculating access times is a highly multivariate problem. On the other hand, things like shared queues will lead to a Gamma distribution, which is also why we can't just just a Gaussian Mixture Model. Without any further assumptions, the trivial choice would be a histogram. Sadly, this leaves us with the problem of automatic bin number and width. Often times, those automatic rules can often hugely misrepresent the underlying PDF. Instead we use a so-called Kernel Density Estimation , which creates a \"smoother\" histogram by putting a kernel over each point, then summing all kernels and renormalizing it to \\(\\int f(x) = 1\\). A more detailed introduction to KDEs and their advantages in the great KDEpy documentation .","breadcrumbs":"Workflow » Analysis » Analysis","id":"8","title":"Analysis"},"9":{"body":"A KDE of points \\(x_1,\\dots,x_n\\) can be simplified to \\[ \\hat{f}(x) = \\frac{1}{N} \\sum_{i=1}^N K(x-x_i) \\] where \\(K\\) is a so-called kernel function . This function can be understood in the following way: For each point \\(x_i, i \\in {1,\\dots, n}\\) Move the kernel function \\(x_i\\) to the right, to center it on this point Then take the already moved kernel function \\(K\\) with regard to \\(x\\) Take the sum of all those evaluated kernels And renormalize it so that the integral equals \\(1\\) i.e. the whole domain has a probability of 100%. 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I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis. Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers. Blackheap approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone.","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"We designed Blackheap with the following goals in mind: Single binary without external dependencies No required configuration Self-contained, automatic end-to-end workflow Setup agnostic classification (remote or local storage) Distribution agnostic: Any glibc-based Linux distribution will suffice No root required Easy to build: only non-userspace dependencies are glibc, gcc and make","breadcrumbs":"Introduction » Goals","id":"1","title":"Goals"},"10":{"body":"In real computations, our actual formula is defined as \\[ \\hat{f}(x) = \\frac{1}{Nh} \\sum_{i=1}^N K\\left(\\frac{x-x_i}{h}\\right) \\] where \\(h > 0\\) is the so-called bandwidth . The bandwidth describes how the kernel needs to be scaled. We use the commonly used Silverman's rule of thumb , provided by the criterion_stats package.","breadcrumbs":"Workflow » Analysis » The bandwidth problem","id":"10","title":"The bandwidth problem"},"11":{"body":"Now that we have a proper kernel density estimation for each characteristic and access time, we can further analyze our measurements. At the time of this writing, we associate the time upper bound with the most likely access time, i.e. the global maximum of the corresponding KDE. In the future, we want to use more sophisticated cluster detection for creating multiple regression functions. We currently already create clusters, although they are not yet used in the actual classification. They can be seen via the web interface.","breadcrumbs":"Workflow » Analysis » Cluster detection","id":"11","title":"Cluster detection"},"12":{"body":"A cluster is defined by a local maximum and it's surrounding local minima. Note that the fastest and slowest access times are automatically the outer local minima. At first, we just naively compute all cluster by numerically approximating their extrema. Next, we try to find the \"significant\" clusters. A cluster is significant if and only if \\[ \\max_i - \\min_{i+1} \\geq 0.1 \\cdot \\text{global_max} \\] If a cluster is not significant, it gets merged into the last significant cluster.","breadcrumbs":"Workflow » Analysis » Our cluster algorithm","id":"12","title":"Our cluster algorithm"},"13":{"body":"After creating and analyzing the KDEs, we now have for each type of benchmark many points (access_size, time_of_global_maximum). Now we have to create a predictive model from those points. We currently have 2 different approaches:","breadcrumbs":"Workflow » Model Creation » Model Creation","id":"13","title":"Model Creation"},"14":{"body":"In order to create a linear model we do a least square linear regression on each points of a given type of benchmark. The regression functionality is provided by the great linregress library.","breadcrumbs":"Workflow » Model Creation » Linear Model","id":"14","title":"Linear Model"},"15":{"body":"This model works with the following assumption: We should expect linear speed below 4096 bytes, as this is the default page cache size. Thus we use a piecewise function. The piecewise function is defined as follows: def f(x): if x <= 4096: return global_maximum(1, 4096) else: return linear_model_beginning_at(4096)","breadcrumbs":"Workflow » Model Creation » ConstLinear Model","id":"15","title":"ConstLinear Model"},"16":{"body":"We have a very specific and unusual architecture: Our benchmarker is written in C Our frontend is written in React (Typescript) The modelling logic and main program is written in Rust Note that those components are actually 3 different standalone programs, not just libraries linked together. Although those programs are fully functional on their own, blackheap still provides a fully automated process; no user input is required. Moreover, blackheap is shipped as a single binary, see the build process for more .","breadcrumbs":"Architecture » Architecture","id":"16","title":"Architecture"},"17":{"body":"At first, the rust program generates the proper parameters for each benchmark run. It then sequentially spawns a new process for each run. After each run the results get saved to disk. This allows reproducibility as well as reanalyzing old benchmarks once new models are developed. After all benchmarks were run, the rust program processes the same results as described above. It then saves the generated models. It lastly also saves a single HTML file based frontend for local analysis, see the local workflow for more information. Note that this tool can be used without a local web server, since all assets are transpiled into one HTML file. See the build section for more.","breadcrumbs":"Architecture » How does this work?","id":"17","title":"How does this work?"},"18":{"body":"The intial prototype was written in Python3. But, especially in lightweight HPC environments running old RHEL-based distributions, Python3 often is not installed. Although solutions like pyenv exist, bootstrapping Python is not always trivial. Thus we wanted to create a dependency-less binary while keeping most advantages provided by the Python ecosystem. This is why we used Rust. Rust offers a huge high level ecosystem with cargo. Rust has zero runtime dependencies and bootstrapping Rust via rustup requires no preinstalled libraries. Furthermore, most Rust libraries don't have any 3rd party non-cargo dependencies as well.","breadcrumbs":"Architecture » Why was Rust chosen?","id":"18","title":"Why was Rust chosen?"},"19":{"body":"Despire Rust being a very performant programming language with very little performance overhead, it didn't suffice for our benchmarks. In order to get the best possible accuracy, we need to stay as near to the kernel API as possible. Also, some calls like lseek aren't even available in the Rust stdlib.","breadcrumbs":"Architecture » Why was C chosen?","id":"19","title":"Why was C chosen?"},"2":{"body":"The internal workflow can be summarized as follows: At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache. After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time. Lastly, we take all those upper bounds and create a predictive model via linear regression.","breadcrumbs":"Introduction » High Level Workflow","id":"2","title":"High Level Workflow"},"20":{"body":"Rust plotting libraries are either very immature or have hard dependencies on 3rd-Party libraries. Since it was impractical to implement a plotting library from scratch, we chose to take advantage of the enormous Web ecosystem. We chose React since it is the most used frontend framework, which maximizes the likelyhood of being easy to maintain in the future. We furthermore chose Plotly as a plotting library since it has enough commercial support to secure its future maintenance.","breadcrumbs":"Architecture » Why was React / TS chosen?","id":"20","title":"Why was React / TS chosen?"},"21":{"body":"","breadcrumbs":"Building » How to Build Blackheap","id":"21","title":"How to Build Blackheap"},"22":{"body":"Have a glibc based linux distribution (no alpine support) Required: gcc Optionally: make","breadcrumbs":"Building » Prerequisites","id":"22","title":"Prerequisites"},"23":{"body":"In order to compile it locally, we need the followind userspace tooling. This can be skipped if the tools are installed globally.","breadcrumbs":"Building » Setting up userspace tooling","id":"23","title":"Setting up userspace tooling"},"24":{"body":"The easiest way to install node is via the Node version manager . After installing nvm and reloading your shellrc node can be installed via nvm install node --lts\nnvm use node --lts This automatically installs npm as well.","breadcrumbs":"Building » Node and npm","id":"24","title":"Node and npm"},"25":{"body":"If node and npm are already installed, yarn can be globally installed via npm i -g yarn","breadcrumbs":"Building » yarn","id":"25","title":"yarn"},"26":{"body":"The easiest way to install Rust is via rustup . It should automatically install the newest stable version.","breadcrumbs":"Building » rustc + cargo","id":"26","title":"rustc + cargo"},"27":{"body":"If everything worked, blackheap should be buildable via make.","breadcrumbs":"Building » Building Blackheap","id":"27","title":"Building Blackheap"},"28":{"body":"The single node setup allows for local classification of I/O requests. This standalone process requires no remote server or any kind of running database. Additionally, no changes to the binary or workflow are required.","breadcrumbs":"Local Single Node Setup » Local Single Node Setup","id":"28","title":"Local Single Node Setup"},"29":{"body":"After compiling, the performance model can be generated by running blackheap. No further configuration is required. One should run the benchmarks on the same decice as the program which one wants to analyze. The path used can be speicifed with the --file parameter, see blackheap --help for more information.","breadcrumbs":"Local Single Node Setup » Creating a performance model","id":"29","title":"Creating a performance model"},"3":{"body":"Blackheap is based on Julian Kunkels 2015 paper \" Identifying Relevant Factors in the I/O-Path using Statistical Methods \" ( BibTeX ).","breadcrumbs":"Introduction » Further Ressources","id":"3","title":"Further Ressources"},"30":{"body":"After running blackheap, a model folder will be created. The default path is ./default-model, although this can be changed with the --to parameter. In this folder, the single file web-frontend is contained, named index.html. This can be viewed with any device and any modern browser; no extra webserver is required. After loading the generated Model.json, the analyzed data gets plotted for manual analysis.","breadcrumbs":"Local Single Node Setup » Analyzing the created model","id":"30","title":"Analyzing the created model"},"31":{"body":"In order to locally measure any I/O requests, we preload custom I/O functions interjecting any I/O requests. Those I/O functions trace the time taken for each operation. This is done through the LD_PRELOAD environment variable. The Linux manual defines it as follows: \"A list of additional, user-specified, ELF shared objects to be loaded before all others. This feature can be used to selectively override functions in other shared objects.\" For a great introduction see \"The LD_PRELOAD trick\" . Our preloadee can be found under ./preloadee. It can be built via make. Afterwards, the measurements are done by running the to-be-analyzed binary with the preloaded library injected, i.e. LD_PRELOAD=./build/preloadee.so /path/to/my/program This will produce a CSV file in the current working directory. This file can then be analyzed locally by the aforementioned web-frontend.","breadcrumbs":"Local Single Node Setup » Using the created model locally","id":"31","title":"Using the created model locally"},"32":{"body":"Blackheap also allows for aggregated, streamed classification to a remote TSDB via iofs . iofs is a FUSE based tool for measuring I/O requests. It works by remounting a file system, then interjecting any incoming I/O requests. See the iofs documentation for more information. This allows for aggregate remote analysis of multiple nodes. It currently supports any monitoring system that is based on Influxdb. In our internal use case, it is used in combinaton with Grafana. Again, no changes to the recorded software binary is required, although some configuration may be needed in order to write to the correct mount point.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Streamed Multi Node Classifications with iofs","id":"32","title":"Streamed Multi Node Classifications with iofs"},"33":{"body":"Here we have a the chicken and the egg type of problem: On the one hand, we want to do access classification based on the expected values of the FUSE file system. On the other hand, we theoretically already need those classifications before starting iofs. This is a complex open problem . As mentioned in the issue, there are basically two solutions. For now, this documentation will rely on the first idea since it cannot be assumed that one has that much computing time to create two seperate classification models. Feel free to use the other approach instead if you want, found in the issue as well.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Setup","id":"33","title":"Setup"},"34":{"body":"Of course, iofs has to be built first. See the related iofs documentation for more. After that, iofs should be mounted with a fake set of models in order to have the approximately correct overhead for I/O requests. Download them here related to their CLI parameter name: constant-linear (DEFAULT): here linear: here After that, mount iofs via ./iofs /new/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv or, if InfluxDB should be used: iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 0: Build iofs; mount it with fake classifications","id":"34","title":"Step 0: Build iofs; mount it with fake classifications"},"35":{"body":"Note: This, of course, will stream wrong data to Influx. But that is okay. We just want to have the correct data produced by blackheap, which requires the correct request time overhead. So, now the correct performance model can be created using blackheap. This requires that the benchmark is done on the iofs FUSE file system, which can be controlled via the --file parameter. Therefore, the minimal call would be blackheap --file /path/to/somewhere/within/the/mountpoint Afterwards, a model will be created at $PWD/default_model. This can be controlled via --to. See blackheap --help for more.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 1: Create a performance model using the fake initial classifications","id":"35","title":"Step 1: Create a performance model using the fake initial classifications"},"36":{"body":"Unmount iofs and remount with the newly created default_model/iofs.csv. Otherwise, the parameters are the same as in Step 0. Afterwards, it should record and classify the I/O requests according to the performance model created.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Step 2: Remount iofs with the real classifications","id":"36","title":"Step 2: Remount iofs with the real classifications"},"37":{"body":"We provide a full docker-compose setup for InfluxDB+Grafana in the iofs repository . After the setup data can be streamed by mounting iofs with iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb See the iofs documentation for more information.","breadcrumbs":"Streamed Multi Node Classifications with iofs » Setting up Grafana and InfluxDB for Remote Analysis","id":"37","title":"Setting up Grafana and InfluxDB for Remote Analysis"},"38":{"body":"Those aren't actually frequently asked questions, but questions we anticipated or topics that didn't fit the documentation flow.","breadcrumbs":"FAQ » Frequently Asked Questions (FAQ)","id":"38","title":"Frequently Asked Questions (FAQ)"},"39":{"body":"Blackheap consists of 3 different programs written in C, Typescript and Rust respectively. A more detailed explanation of the architecture and its reasoning behind it can be found under Architecture . In this section blackheap's build process is explained. To make this as language independent as possible, it is orchestrated using a Makefile.","breadcrumbs":"FAQ » How does the Build Process work? » How does the Build Process work?","id":"39","title":"How does the Build Process work?"},"4":{"body":"","breadcrumbs":"Workflow » Workflow","id":"4","title":"Workflow"},"40":{"body":"First, the benchmarker written in C is compiled. gcc is used as compiler; the compilation process is managed by a second Makefile. At the end, the built binary gets moved into the rust source code directory.","breadcrumbs":"FAQ » How does the Build Process work? » Step 1: Building the Benchmarker","id":"40","title":"Step 1: Building the Benchmarker"},"41":{"body":"The next step is to build the web-frontend. This is a React frontend based on CRA . yarn is used as a package manager. First the project gets installed via yarn. Here all external node-modules dependencies are resolved. After that a minimized, production level optimized single HTML file gets built. At the end, this HTML file also gets moved into the rust directory.","breadcrumbs":"FAQ » How does the Build Process work? » Step 2: Building the Web-Frontend","id":"41","title":"Step 2: Building the Web-Frontend"},"42":{"body":"The last thing to be built is the Rust binary. Here the previously built C and TS programs are embedded as binary BLOBs within the main program. Hence, the Rust program can ship the other software optimized for the current architecture at runtime and blackheap can be deployed as a single binary.","breadcrumbs":"FAQ » How does the Build Process work? » Step 3: Building the Main Program","id":"42","title":"Step 3: Building the Main Program"},"43":{"body":"We depend on the GNU C library glibc for multiple reasons: It provides the most accurate clock via CLOCK_MONOTONIC . It is required for O_DIRECT file access It provides argp as a better argument parsing alternative to the POSIX getopt .","breadcrumbs":"FAQ » Why do we depend on glibc? » Why do we require depend on glibc?","id":"43","title":"Why do we require depend on glibc?"},"44":{"body":"In blackheap, we use a blackbox methodology for classifying I/O requests. So \"blackbox\" would be a obvious name choice. Of course, this would be a horrible name: Not only for SEO reasons but also for general name collisions. In Rust, the Box<> is the simplest data type to provide a smart pointer. Basically, if you put something in a Box, you store it on the Heap while the only thing put on the stack is the corresponding pointer. Thus, substituting Box in blackheap for being a pointer on the heap, we have blackheap !","breadcrumbs":"FAQ » Why the name Blackheap? » Why the Name Blackheap?","id":"44","title":"Why the Name Blackheap?"},"5":{"body":"The workflow can be split into 3 parts: Generating performance measurements via different benchmarks Analyzing the benchmarks Creating a predictive performance model based on the single analyses Note that Blackheap does all of those 3 steps automatically, no manual work is required!","breadcrumbs":"Workflow » Overview","id":"5","title":"Overview"},"6":{"body":"In order to create accurate benchmarks of specific characteristics, we created the blackheap-benchmark benchmarker, which is based on io-modelling . It is standalone, configurable via CLI parameters and prints any JSON output to stdout. When using the blackheap-modeller , maunal interaction with the benchmarker is not requried.","breadcrumbs":"Workflow » Benchmark » Creating Benchmarks","id":"6","title":"Creating Benchmarks"},"7":{"body":"It supports the following parameters: -r/-w for either read or write operations --file-pattern/--mem-pattern for the access pattern of the file system or memory buffer. The following patterns are implemented off0: Always use the same to the same offset seq: Read/Write sequentially rnd: Change the offset randomly after every I/O operation. --access-size: The size of each I/O operation. This is primarily used to create different measurements of the same characteristics. --file: On which file the benchmark should run. Note that the file at the given path will be zeroed out. Use this setting to implicitly set which file system is getting benchmarked. --file-buf/--mem-buf: The size of the corresponding buffers in bytes. Note that the file buffer actually gets allocated via successive write operations; no fallocate is used. --repeats The number of measurements with a given configuration. --delete-afterwards: Whether the file should be deleted after the benchmark is done. This can be used to remove any page caching between benchmarks. Obviously, not deleting the file can significantly reduce the execution time of further benchmarks. --drop-cache: Drops the page cache via /proc/sys/vm/drop_caches --free-ram Aritificially allocates RAM until the number of bytes are met. This restriction is done in order to force cache eviction. --o-direct: Uses Linux Direct I/O (see O_DIRECT) --reread: Read each block twice, just benchmark the second time. This is used to get cache speeds.","breadcrumbs":"Workflow » Benchmark » Parameters","id":"7","title":"Parameters"},"8":{"body":"After each benchmark, we get a lot of points (access_size, time) for each characteristics. 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diff --git a/docs/src/Architecture.md b/docs/src/Architecture.md deleted file mode 100644 index bf66e06..0000000 --- a/docs/src/Architecture.md +++ /dev/null @@ -1,36 +0,0 @@ -# Architecture - -We have a very specific and unusual architecture: - -- Our benchmarker is written in C -- Our frontend is written in React (Typescript) -- The modelling logic and main program is written in Rust - -Note that those components are actually 3 different standalone programs, not just libraries linked together. Although those programs are fully functional on their own, blackheap still provides a fully automated process; no user input is required. Moreover, blackheap is shipped as a single binary, see [the build process for more](./FAQ/BuildProcess.md). - -## How does this work? - -At first, the rust program generates the proper parameters for each benchmark run. It then sequentially spawns a new process for each run. After each run the results get saved to disk. This allows reproducibility as well as reanalyzing old benchmarks once new models are developed. - -After all benchmarks were run, the rust program processes the same results as described above. It then saves the generated models. - -It lastly also saves a single HTML file based frontend for local analysis, see [the local workflow](./SingleNode.md) for more information. Note that this tool can be used without a local web server, since all assets are transpiled into one HTML file. See [the build section](./FAQ/BuildProcess.md) for more. - -## Why was Rust chosen? -The intial prototype was written in Python3. But, especially in lightweight HPC environments running old RHEL-based distributions, Python3 often is not installed. - -Although solutions like [pyenv](https://github.com/pyenv/pyenv) exist, bootstrapping Python is not always trivial. Thus we wanted to create a dependency-less binary while keeping most advantages provided by the Python ecosystem. - -This is why we used Rust. Rust offers a huge high level ecosystem with `cargo`. Rust has zero runtime dependencies and bootstrapping Rust via [`rustup`](https://rustup.rs/) requires no preinstalled libraries. - -Furthermore, most Rust libraries don't have any 3rd party non-cargo dependencies as well. - -### Why was C chosen? - -Despire Rust being a very performant programming language with very little performance overhead, it didn't suffice for our benchmarks. In order to get the best possible accuracy, we need to stay as near to the kernel API as possible. Also, some calls like `lseek` aren't even available in the Rust stdlib. - -### Why was React / TS chosen? - -Rust plotting libraries are either very immature or have hard dependencies on 3rd-Party libraries. Since it was impractical to implement a plotting library from scratch, we chose to take advantage of the enormous Web ecosystem. - -We chose React since it is the most used frontend framework, which maximizes the likelyhood of being easy to maintain in the future. We furthermore chose Plotly as a plotting library since it has enough commercial support to secure its future maintenance. diff --git a/docs/src/Build.md b/docs/src/Build.md deleted file mode 100644 index 26b75f5..0000000 --- a/docs/src/Build.md +++ /dev/null @@ -1,31 +0,0 @@ -# How to Build Blackheap - -## Prerequisites -- Have a `glibc` based linux distribution (no alpine support) -- Required: `gcc` -- Optionally: `make` - -## Setting up userspace tooling -In order to compile it locally, we need the followind userspace tooling. This can be skipped if the tools are installed globally. - -### Node and npm -The easiest way to install node is via the [Node version manager](https://github.com/nvm-sh/nvm). After installing nvm and reloading your `shellrc` node can be installed via - -``` -nvm install node --lts -nvm use node --lts -``` - -This automatically installs npm as well. - -### yarn -If node and npm are already installed, yarn can be globally installed via -``` -npm i -g yarn -``` - -### rustc + cargo -The easiest way to install Rust is via [rustup](https://rustup.rs/). It should automatically install the newest stable version. - -## Building Blackheap -If everything worked, blackheap should be buildable via `make`. diff --git a/docs/src/DummyModels/constant-linear.csv b/docs/src/DummyModels/constant-linear.csv deleted file mode 100644 index 456f244..0000000 --- a/docs/src/DummyModels/constant-linear.csv +++ /dev/null @@ -1,9 +0,0 @@ -benchmark_type,is_read_op,slope,y_intercept,left_bound,right_bound -RandomUncached,1,0,0.00021607331040834844,0,4096 -RandomUncached,1,0.0000000020325584850924184,0.0011731711737977425,4096,0 -RandomUncached,0,0,0.0003236312162280187,0,4096 -RandomUncached,0,0.0000000014815996315583439,0.002128749346712081,4096,0 -SameOffset,1,0,0.0000007010388324066325,0,4096 -SameOffset,1,0.00000000016799986059959297,0.0000025782363232955017,4096,0 -SameOffset,0,0,0.000017366043882308604,0,4096 -SameOffset,0,0.0000000007752739186800398,-0.000012076612559917474,4096,0 \ No newline at end of file diff --git a/docs/src/DummyModels/linear.csv b/docs/src/DummyModels/linear.csv deleted file mode 100644 index ce80ab8..0000000 --- a/docs/src/DummyModels/linear.csv +++ /dev/null @@ -1,5 +0,0 @@ -benchmark_type,is_read_op,slope,y_intercept,left_bound,right_bound -RandomUncached,1,0.0000000020325584850924184,0.0011731711737977425,0,0 -RandomUncached,0,0.0000000014815996315583439,0.002128749346712081,0,0 -SameOffset,1,0.00000000016799986059959297,0.0000025782363232955017,0,0 -SameOffset,0,0.0000000007752739186800398,-0.000012076612559917474,0,0 diff --git a/docs/src/FAQ/BuildProcess.md b/docs/src/FAQ/BuildProcess.md deleted file mode 100644 index b071072..0000000 --- a/docs/src/FAQ/BuildProcess.md +++ /dev/null @@ -1,16 +0,0 @@ -# How does the Build Process work? - -Blackheap consists of 3 different programs written in C, Typescript and Rust respectively. A more detailed explanation of the architecture and its reasoning behind it can be found under [Architecture](../Architecture.md). In this section blackheap's build process is explained. To make this as language independent as possible, it is orchestrated using a Makefile. - -## Step 1: Building the Benchmarker -First, the benchmarker written in C is compiled. gcc is used as compiler; the compilation process is managed by a second Makefile. At the end, the built binary gets moved into the rust source code directory. - -## Step 2: Building the Web-Frontend - -The next step is to build the web-frontend. This is a React frontend based on [CRA](https://create-react-app.dev/). [yarn](https://yarnpkg.com/) is used as a package manager. - -First the project gets installed via yarn. Here all external node-modules dependencies are resolved. After that a minimized, production level optimized single HTML file gets built. At the end, this HTML file also gets moved into the rust directory. - -## Step 3: Building the Main Program - -The last thing to be built is the Rust binary. Here the previously built C and TS programs are embedded as binary BLOBs within the main program. Hence, the Rust program can ship the other software optimized for the current architecture at runtime and blackheap can be deployed as a single binary. diff --git a/docs/src/FAQ/Naming.md b/docs/src/FAQ/Naming.md deleted file mode 100644 index 25a56db..0000000 --- a/docs/src/FAQ/Naming.md +++ /dev/null @@ -1,7 +0,0 @@ -# Why the Name Blackheap? - -In blackheap, we use a __blackbox__ methodology for classifying I/O requests. So "blackbox" would be a obvious name choice. Of course, this would be a horrible name: Not only for SEO reasons but also for general name collisions. - -In Rust, the [`Box<>`](https://doc.rust-lang.org/book/ch15-01-box.html) is the simplest data type to provide a smart pointer. Basically, if you put something in a `Box`, you store it on the Heap while the only thing put on the stack is the corresponding pointer. - -Thus, substituting `Box` in blackheap for being a pointer on the heap, we have __blackheap__! diff --git a/docs/src/FAQ/README.md b/docs/src/FAQ/README.md deleted file mode 100644 index f723a5a..0000000 --- a/docs/src/FAQ/README.md +++ /dev/null @@ -1,3 +0,0 @@ -# Frequently Asked Questions (FAQ) - -Those aren't __actually__ frequently asked questions, but questions we anticipated or topics that didn't fit the documentation flow. diff --git a/docs/src/FAQ/glibc.md b/docs/src/FAQ/glibc.md deleted file mode 100644 index e910380..0000000 --- a/docs/src/FAQ/glibc.md +++ /dev/null @@ -1,7 +0,0 @@ -# Why do we require depend on glibc? - -We depend on [the GNU C library `glibc`](https://www.gnu.org/software/libc/) for multiple reasons: - -- It provides the [most accurate clock](https://stackoverflow.com/questions/12392278/measure-time-in-linux-time-vs-clock-vs-getrusage-vs-clock-gettime-vs-gettimeof/12480485#12480485) via [`CLOCK_MONOTONIC`](https://linux.die.net/man/2/clock_gettime). -- It is required for [`O_DIRECT`](https://man7.org/linux/man-pages/man2/open.2.html) file access -- It provides [`argp`](https://www.gnu.org/software/libc/manual/html_node/Argp.html) as a better argument parsing alternative to the POSIX [`getopt`](https://en.wikipedia.org/wiki/Getopt). diff --git a/docs/src/Introduction.md b/docs/src/Introduction.md deleted file mode 100644 index 9ebf582..0000000 --- a/docs/src/Introduction.md +++ /dev/null @@ -1,34 +0,0 @@ -# Introduction - -Analyzing I/O requets is very difficult. It requires a lot of specialized knowledge. One has to take into account the file system, server topology, different traffic sources and access patterns among other things. This is not feasible for the average HPC user, as they neither have the permissions nor the time or knowledge for this type of sophisticated analysis. - -Furthermore, any formal, deterministic analysis is impossible, since the access time is dependent on too many parameters. It is not practical to try to model the relevance of disk seek times or the linux block layer schedulers. - -[*Blackheap*](https://github.com/lquenti/blackheap) approaches this problem with a blackbox methology. It generates a predictive performance model based on the access time alone. - -## Goals - -We designed Blackheap with the following goals in mind: - -- Single binary without external dependencies -- No required configuration -- Self-contained, automatic end-to-end workflow -- Setup agnostic classification (remote or local storage) -- Distribution agnostic: Any glibc-based Linux distribution will suffice -- No root required -- Easy to build: only non-userspace dependencies are `glibc`, `gcc` and `make` - -## High Level Workflow - -The internal workflow can be summarized as follows: - -1. At first, we do a lot of benchmarks with different access patterns. Those access patterns are used to isolate different characteristics like hitting the page cache. - -2. After that, we analyze each benchmark run. By using a kernel density estimation, we find the most significant cluster. This cluster provides an upper bound for the expected time. - -3. Lastly, we take all those upper bounds and create a predictive model via linear regression. - -## Further Ressources - -Blackheap is based on [Julian Kunkels](https://hps.vi4io.org/about/people/julian_kunkel) 2015 paper "[Identifying Relevant Factors in the I/O-Path -using Statistical Methods](https://hps.vi4io.org/_media/research/publications/2015/dlirfitiusmk15-identifying_relevant_factors_in_the_i_o_path_using_statistical_methods.pdf)" ([BibTeX](https://hps.vi4io.org/bibtex?bibtex_source=publications&bibtex_key=IRFITIUSMK15)). diff --git a/docs/src/SUMMARY.md b/docs/src/SUMMARY.md deleted file mode 100644 index 3291e6a..0000000 --- a/docs/src/SUMMARY.md +++ /dev/null @@ -1,15 +0,0 @@ -# Summary - -- [Introduction](./Introduction.md) -- [Workflow](./Workflow/README.md) - - [Benchmark](./Workflow/Benchmark.md) - - [Analysis](./Workflow/Analysis.md) - - [Model Creation](./Workflow/ModelCreation.md) -- [Architecture](./Architecture.md) -- [Building](./Build.md) -- [Local Single Node Setup](./SingleNode.md) -- [Streamed Multi Node Classifications with iofs](./StreamedClassifications.md) -- [FAQ](./FAQ/README.md) - - [How does the Build Process work?](./FAQ/BuildProcess.md) - - [Why do we depend on glibc?](./FAQ/glibc.md) - - [Why the name Blackheap?](./FAQ/Naming.md) diff --git a/docs/src/SingleNode.md b/docs/src/SingleNode.md deleted file mode 100644 index 1b95394..0000000 --- a/docs/src/SingleNode.md +++ /dev/null @@ -1,35 +0,0 @@ -# Local Single Node Setup - -The single node setup allows for local classification of I/O requests. This standalone process requires no remote server or any kind of running database. Additionally, no changes to the binary or workflow are required. - -## Creating a performance model - -After compiling, the performance model can be generated by running `blackheap`. No further configuration is required. - -One should run the benchmarks on the same decice as the program which one wants to analyze. The path used can be speicifed with the `--file` parameter, see `blackheap --help` for more information. - -## Analyzing the created model - -After running `blackheap`, a model folder will be created. The default path is `./default-model`, although this can be changed with the `--to` parameter. - -In this folder, the single file web-frontend is contained, named `index.html`. This can be viewed with any device and any modern browser; no extra webserver is required. After loading the generated `Model.json`, the analyzed data gets plotted for manual analysis. - -## Using the created model locally - -In order to locally measure any I/O requests, we preload custom I/O functions interjecting any I/O requests. Those I/O functions trace the time taken for each operation. - -This is done through the `LD_PRELOAD` environment variable. [The Linux manual](https://man7.org/linux/man-pages/man8/ld-linux.so.8.html) defines it as follows: - -"A list of additional, user-specified, ELF shared objects to be loaded before all others. This feature can be used to selectively override functions in other shared objects." - -For a great introduction see ["The `LD_PRELOAD` trick"](http://www.goldsborough.me/c/low-level/kernel/2016/08/29/16-48-53-the_-ld_preload-_trick/). - -Our preloadee can be found under `./preloadee`. It can be built via `make`. - -Afterwards, the measurements are done by running the to-be-analyzed binary with the preloaded library injected, i.e. - -``` -LD_PRELOAD=./build/preloadee.so /path/to/my/program -``` - -This will produce a CSV file in the current working directory. This file can then be analyzed locally by the aforementioned web-frontend. diff --git a/docs/src/StreamedClassifications.md b/docs/src/StreamedClassifications.md deleted file mode 100644 index 5cfdd63..0000000 --- a/docs/src/StreamedClassifications.md +++ /dev/null @@ -1,64 +0,0 @@ -# Streamed Multi Node Classifications with iofs - -Blackheap also allows for aggregated, streamed classification to a remote TSDB via [iofs](https://github.com/gwdg/iofs). iofs is a FUSE based tool for measuring I/O requests. It works by remounting a file system, then interjecting any incoming I/O requests. See [the iofs documentation](https://gwdg.github.io/iofs/book/) for more information. - -This allows for aggregate remote analysis of multiple nodes. It currently supports any monitoring system that is based on Influxdb. In our internal use case, it is used in combinaton with Grafana. - -Again, no changes to the recorded software binary is required, although some configuration may be needed in order to write to the correct mount point. - -## Setup - -Here we have a the chicken and the egg type of problem: On the one hand, we want to do access classification based on the expected values of the FUSE file system. On the other hand, we theoretically already need those classifications before starting iofs. This is a complex [open problem](https://github.com/gwdg/iofs/issues/6). - -As mentioned in the issue, there are basically two solutions. For now, this documentation will rely on the first idea since it cannot be assumed that one has that much computing time to create two seperate classification models. Feel free to use the other approach instead if you want, found [in the issue](https://github.com/gwdg/iofs/issues/6) as well. - -### Step 0: Build iofs; mount it with fake classifications - -Of course, iofs has to be built first. See [the related iofs documentation](https://gwdg.github.io/iofs/book/setup/Installation.html) for more. - -After that, iofs should be mounted with a fake set of models in order to have the approximately correct overhead for I/O requests. Download them here related to their CLI parameter name: - -- constant-linear (DEFAULT): [here](./DummyModels/constant-linear.csv) -- linear: [here](./DummyModels/linear.csv) - -After that, mount iofs via - -``` -./iofs /new/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv -``` - -or, if InfluxDB should be used: - -``` -iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb -``` - -### Step 1: Create a performance model using the fake initial classifications - -Note: This, of course, will stream wrong data to Influx. But that is okay. We just want to have the correct data produced by blackheap, which requires the correct request time overhead. - -So, now the correct performance model can be created using blackheap. This requires that the benchmark is done on the iofs FUSE file system, which can be controlled via the `--file` parameter. Therefore, the minimal call would be - -``` -blackheap --file /path/to/somewhere/within/the/mountpoint -``` - -Afterwards, a model will be created at `$PWD/default_model`. This can be controlled via `--to`. See `blackheap --help` for more. - -### Step 2: Remount iofs with the real classifications - -Unmount iofs and remount with the newly created `default_model/iofs.csv`. Otherwise, the parameters are the same as in Step 0. - -Afterwards, it should record and classify the I/O requests according to the performance model created. - -## Setting up Grafana and InfluxDB for Remote Analysis - -We provide a full docker-compose setup for InfluxDB+Grafana [in the iofs repository](https://gwdg.github.io/iofs/book/setup/LocalGrafana.html). - -After the setup data can be streamed by mounting iofs with - -``` -iofs /new/fuse/mountpoint /where/real/data/is --classificationfile=/path/to/dummy.csv --in-server=http://influx_server:8086 --in-db=mydb -``` - -See [the iofs documentation](https://gwdg.github.io/iofs/book) for more information. diff --git a/docs/src/Workflow/Analysis.md b/docs/src/Workflow/Analysis.md deleted file mode 100644 index 44c9c2f..0000000 --- a/docs/src/Workflow/Analysis.md +++ /dev/null @@ -1,63 +0,0 @@ -# Analysis - -After each benchmark, we get a lot of points `(access_size, time)` for each characteristics. Now, for each access size, we have to find a good prediction on how much time we can expect the access to take. This way, we can correlate a given operation with the different characteristics we measured. - -Importantly, we can't assume that we have a normal distribution. This makes intuitive sense: On the one hand, calculating access times is a highly multivariate problem. On the other hand, things like shared queues will lead to a Gamma distribution, which is also why we can't just just a Gaussian Mixture Model. - -Without any further assumptions, the trivial choice would be a histogram. Sadly, this leaves us with the problem of automatic bin number and width. Often times, those automatic rules can often hugely misrepresent the underlying PDF. - -Instead we use a so-called [Kernel Density Estimation](https://en.wikipedia.org/wiki/Kernel_density_estimation), which creates a "smoother" histogram by putting a kernel over each point, then summing all kernels and renormalizing it to \\(\int f(x) = 1\\). - -A more detailed introduction to KDEs and their advantages [in the great KDEpy documentation](https://kdepy.readthedocs.io/en/latest/introduction.html). - -## Kernel Density Estimations (KDEs) - -A KDE of points \\(x_1,\dots,x_n\\) can be simplified to - -\\[ -\hat{f}(x) = \frac{1}{N} \sum_{i=1}^N K(x-x_i) -\\] - -where \\(K\\) is a so-called _kernel function_. This function can be understood in the following way: - -- For each point \\(x_i, i \in \{1,\dots, n\}\\) -- Move the kernel function \\(x_i\\) to the right, to center it on this point -- Then take the already moved kernel function \\(K\\) with regard to \\(x\\) -- Take the sum of all those evaluated kernels -- And renormalize it so that the integral equals \\(1\\) i.e. the whole domain has a probability of 100%. - -In our case, the kernel function is a [Gaussian](https://en.wikipedia.org/wiki/Gaussian_function). - -## The bandwidth problem - -In real computations, our actual formula is defined as - -\\[ -\hat{f}(x) = \frac{1}{Nh} \sum_{i=1}^N K\left(\frac{x-x_i}{h}\right) -\\] - -where \\(h > 0\\) is the so-called _bandwidth_. - -The bandwidth describes how the kernel needs to be scaled. We use the commonly used [Silverman's rule of thumb](https://doi.org/10.1201/9781315140919), provided by the [`criterion_stats`](https://docs.rs/crate/criterion-stats/0.2.1) package. - -## Cluster detection - -Now that we have a proper kernel density estimation for each characteristic and access time, we can further analyze our measurements. - -At the time of this writing, we associate the time upper bound with the most likely access time, i.e. the global maximum of the corresponding KDE. - -In the future, we want to use more sophisticated cluster detection for creating multiple regression functions. We currently already create clusters, although they are not yet used in the actual classification. They can be seen via the web interface. - -## Our cluster algorithm - -A cluster is defined by a local maximum and it's surrounding local minima. Note that the fastest and slowest access times are automatically the outer local minima. - -At first, we just naively compute all cluster by numerically approximating their extrema. - -Next, we try to find the "significant" clusters. A cluster is significant if and only if - -\\[ -\max_i - \min_{i+1} \geq 0.1 \cdot \text{global_max} -\\] - -If a cluster is not significant, it gets merged into the last significant cluster. diff --git a/docs/src/Workflow/Benchmark.md b/docs/src/Workflow/Benchmark.md deleted file mode 100644 index 1cad4c3..0000000 --- a/docs/src/Workflow/Benchmark.md +++ /dev/null @@ -1,27 +0,0 @@ -# Creating Benchmarks - -In order to create accurate benchmarks of specific characteristics, we created the [`blackheap-benchmark`](https://github.com/lquenti/blackheap/tree/master/blackheap-benchmark) benchmarker, which is based on [`io-modelling`](https://github.com/JulianKunkel/io-modelling). - -It is standalone, configurable via CLI parameters and prints any JSON output to stdout. - -When using the [`blackheap-modeller`](https://github.com/lquenti/blackheap/tree/master/blackheap-modeller), maunal interaction with the benchmarker is not requried. - -## Parameters - -It supports the following parameters: - -- `-r`/`-w` for either read or write operations -- `--file-pattern`/`--mem-pattern` for the access pattern of the file system or memory buffer. - The following patterns are implemented - - `off0`: Always use the same to the same offset - - `seq`: Read/Write sequentially - - `rnd`: Change the offset randomly after every I/O operation. -- `--access-size`: The size of each I/O operation. This is primarily used to create different measurements of the same characteristics. -- `--file`: On which file the benchmark should run. Note that the file at the given path will be zeroed out. Use this setting to implicitly set which file system is getting benchmarked. -- `--file-buf`/`--mem-buf`: The size of the corresponding buffers in bytes. Note that the file buffer actually gets allocated via successive write operations; no fallocate is used. -- `--repeats` The number of measurements with a given configuration. -- `--delete-afterwards`: Whether the file should be deleted after the benchmark is done. This can be used to remove any page caching between benchmarks. Obviously, not deleting the file can significantly reduce the execution time of further benchmarks. -- `--drop-cache`: Drops the page cache [via `/proc/sys/vm/drop_caches`](https://www.kernel.org/doc/Documentation/sysctl/vm.txt) -- `--free-ram` Aritificially allocates RAM until the number of bytes are met. This restriction is done in order to force cache eviction. -- `--o-direct`: Uses Linux Direct I/O (see `O_DIRECT`) -- `--reread`: Read each block twice, just benchmark the second time. This is used to get cache speeds. diff --git a/docs/src/Workflow/ModelCreation.md b/docs/src/Workflow/ModelCreation.md deleted file mode 100644 index 3baf1d8..0000000 --- a/docs/src/Workflow/ModelCreation.md +++ /dev/null @@ -1,25 +0,0 @@ -# Model Creation - -After creating and analyzing the KDEs, we now have for each type of benchmark many points `(access_size, time_of_global_maximum)`. - -Now we have to create a predictive model from those points. We currently have 2 different approaches: - -## Linear Model - -In order to create a linear model we do a [least square linear regression](https://en.wikipedia.org/wiki/Linear_least_squares) on each points of a given type of benchmark. - -The regression functionality is provided by the great [`linregress`](https://github.com/n1m3/linregress) library. - -## ConstLinear Model - -This model works with the following assumption: We should expect linear speed below 4096 bytes, as this is the default page cache size. - -Thus we use a piecewise function. The piecewise function is defined as follows: - -``` -def f(x): - if x <= 4096: - return global_maximum(1, 4096) - else: - return linear_model_beginning_at(4096) -``` diff --git a/docs/src/Workflow/README.md b/docs/src/Workflow/README.md deleted file mode 100644 index ef3d3f9..0000000 --- a/docs/src/Workflow/README.md +++ /dev/null @@ -1,11 +0,0 @@ -# Workflow - -## Overview - -The workflow can be split into 3 parts: - -- [Generating performance measurements via different benchmarks](./Benchmark.md) -- [Analyzing the benchmarks](./Analysis.md) -- [Creating a predictive performance model based on the single analyses](./ModelCreation.md) - -Note that Blackheap does all of those 3 steps automatically, no manual work is required! diff --git a/icon.png b/icon.png deleted file mode 100755 index b5bca34faf7e3cfbeb4ad61e24a8873eebccbd3e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 22964 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res = read(fd, buf, 51); - buf[res] = '\0'; - printf("res: %lld\n", (long long int)res); - printf("main: %s\n", buf); - close(fd); -} diff --git a/preloadee/preloadee.c b/preloadee/preloadee.c deleted file mode 100644 index 668b7a0..0000000 --- a/preloadee/preloadee.c +++ /dev/null @@ -1,136 +0,0 @@ -#define _GNU_SOURCE -#define unlikely(expr) __builtin_expect(!!(expr), 0) - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include - - -#define CSV_HEADER "io_type,bytes,sec\n" - -typedef ssize_t (*io_operation_t)(int fd, void *buf, size_t count); - -typedef struct state_t { - int fp; - ssize_t (*orig_read)(int fd, void *buf, size_t count); - ssize_t (*orig_write)(int fd, const void *buf, size_t count); - int (*orig_open)(const char *path, int oflag, ...); - int (*orig_close)(int fd); -} state_t; - -static state_t *current_state = NULL; - -static void cleanup_state() { - // current_state is never a nullptr since this just gets - // called if init_state() got called first - free(current_state); -} - - -static void init_state() { - atexit(cleanup_state); - current_state = malloc(sizeof(state_t)); - - int timestamp = (int)time(NULL); - char filename[256]; - sprintf(filename, "./io_recordings_%d.csv", timestamp); - current_state->orig_read = dlsym(RTLD_NEXT, "read"); - current_state->orig_write = dlsym(RTLD_NEXT, "write"); - current_state->orig_open = dlsym(RTLD_NEXT, "open"); - current_state->orig_close = dlsym(RTLD_NEXT, "close"); - - current_state->fp = current_state->orig_open(filename, O_CREAT | O_WRONLY | O_TRUNC, 0644); - - - // write CSV header - current_state->orig_write(current_state->fp, CSV_HEADER, strlen(CSV_HEADER)); -} - - -static inline double timespec_to_double(const struct timespec *time) { - return time->tv_sec + 0.001 * 0.001 * 0.001 * time->tv_nsec; -} - -static double get_duration(const struct timespec *start, const struct timespec *end) { - return timespec_to_double(end) - timespec_to_double(start); -} - -static ssize_t do_io(bool is_read, int fd, void *buf, size_t count) { - // init state if first time - if (unlikely(current_state == NULL)) { - init_state(); - } - - // move branching out of benchmark - io_operation_t io_op; - if (is_read) { - io_op = current_state->orig_read; - } else { - io_op = (io_operation_t) current_state->orig_write; - } - - // do benchmark - ssize_t res; - struct timespec start, end; - double duration; - clock_gettime(CLOCK_MONOTONIC, &start); - res = io_op(fd, buf, count); - clock_gettime(CLOCK_MONOTONIC, &end); - duration = get_duration(&start, &end); - - // record results - // (Don't record our recording) - if (fd != current_state->fp) { - char result_buf[256]; - sprintf(result_buf, - "\%c,%zu,%.17g\n", - is_read ? 'r' : 'w', - res, - duration - ); - current_state->orig_write(current_state->fp, result_buf, strlen(result_buf)); - } - - // return actual result - return res; -} - -ssize_t read(int fd, void *buf, size_t count) { - return do_io(true, fd, buf, count); -} - -ssize_t write(int fd, const void *buf, size_t count) { - return do_io(false, fd, (void *)buf, count); -} - -// See: https://elixir.bootlin.com/glibc/latest/source/io/bits/fcntl2.h#L41 -// But we know that we either have 2 or 3 arguments. -// Thus we don't have to do the Vararg magic described in -// https://gcc.gnu.org/onlinedocs/gcc-4.7.2/gcc/Constructing-Calls.html -int open(const char *path, int oflag, ...) { - if (unlikely(current_state == NULL)) { - init_state(); - } - va_list args; - int mflag; - - va_start(args, oflag); - mflag = va_arg(args, int); - int ret = current_state->orig_open(path, oflag, mflag); - return ret; -} - -int close(int fd) { - if (unlikely(current_state == NULL)) { - init_state(); - } - return current_state->orig_close(fd); -} diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..c37fcc1 --- /dev/null +++ b/src/main.rs @@ -0,0 +1,12 @@ +fn main() { + println!("Hello, world!"); +} + +#[cfg(test)] +mod tests { + #[test] + fn test_addition() { + assert_eq!(2 + 2, 4); + } +} + From e56a81c8fd25836ba800acd6e6e262513fe1dea1 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 16:45:36 +0100 Subject: [PATCH 02/33] create workfspace structre --- Cargo.toml | 14 ++++---- README.md | 60 ++++++++++++++++++++++++++++++++ blackheap-analyzer/Cargo.toml | 8 +++++ blackheap-analyzer/src/lib.rs | 14 ++++++++ blackheap-benchmarker/Cargo.toml | 8 +++++ blackheap-benchmarker/src/lib.rs | 14 ++++++++ blackheap-core/Cargo.toml | 8 +++++ blackheap-core/src/lib.rs | 14 ++++++++ blackheap/Cargo.toml | 12 +++++++ {src => blackheap/src}/main.rs | 1 - 10 files changed, 146 insertions(+), 7 deletions(-) create mode 100644 README.md create mode 100644 blackheap-analyzer/Cargo.toml create mode 100644 blackheap-analyzer/src/lib.rs create mode 100644 blackheap-benchmarker/Cargo.toml create mode 100644 blackheap-benchmarker/src/lib.rs create mode 100644 blackheap-core/Cargo.toml create mode 100644 blackheap-core/src/lib.rs create mode 100644 blackheap/Cargo.toml rename {src => blackheap/src}/main.rs (99%) diff --git a/Cargo.toml b/Cargo.toml index 968945d..c989cad 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,8 +1,10 @@ -[package] -name = "blackheap" -version = "0.1.0" -edition = "2021" +[workspace] -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html +members = [ + "blackheap", + "blackheap-benchmarker", + "blackheap-core", + "blackheap-analyzer" +] -[dependencies] +resolver = "2" diff --git a/README.md b/README.md new file mode 100644 index 0000000..fa0a0fe --- /dev/null +++ b/README.md @@ -0,0 +1,60 @@ +# Blackheap + +This tool creates a performance model of your I/O speed and further allows to predict future preformance. + +## Note + +There is a **big recode** right now. But how does one eat an elephant... + +## Progress +- [x] Start new repo +- [ ] Requirements Engineering + - [x] Find out how to formalize what the code should do + - fuck formalization, we use pseudocode + - [ ] Look what the code did before by looking through... + - [ ] + - [ ] + - [ ] `blackheap-benchmark` + - [ ] `blackheap-modeller` + - [ ] `blackheap-frontend` + - [ ] `preloadee` + - [ ] All open issues + - [ ] All closed isses + - Unstructured ideas: + - Has to be resumeable + - be able to re-analyze raw data again + - Provide machine generated README in the data +- [ ] Design a high level architecture based on the requirements +- [ ] Start writing the benchmarker + - [ ] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) + - [ ] +- [ ] ... + +- [ ] rewrite docs + - [ ] Check whether there was some information in the old docs that is lost + +## Architecture +Cargo workspace with the following crates +``` +- blackheap-core (lib): stuff all other libraries need (like Definitions) +- blackheap-benchmarker (lib): C code with Rust wrapper +- blackheap-analyzer (lib): Analysis of the benchmarks +- blackheap (bin): The user facing code +``` + +High level workflow: +``` +- user starts blackheap with config parameters +- blackheap checks which benchmarks are already done + - If folder doesnt exist / was not provided, do all benchmarks +- based on those benchmarks, do the analysis +- Create (human-readable) plots +- Create (machine-readable) parsing data +``` + +Benchmarker: +``` +- get input from Rust struct +- give output in Rust struct +- Rust part should support a to json function for persistence +``` diff --git a/blackheap-analyzer/Cargo.toml b/blackheap-analyzer/Cargo.toml new file mode 100644 index 0000000..5c4100d --- /dev/null +++ b/blackheap-analyzer/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "blackheap-analyzer" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] diff --git a/blackheap-analyzer/src/lib.rs b/blackheap-analyzer/src/lib.rs new file mode 100644 index 0000000..7d12d9a --- /dev/null +++ b/blackheap-analyzer/src/lib.rs @@ -0,0 +1,14 @@ +pub fn add(left: usize, right: usize) -> usize { + left + right +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn it_works() { + let result = add(2, 2); + assert_eq!(result, 4); + } +} diff --git a/blackheap-benchmarker/Cargo.toml b/blackheap-benchmarker/Cargo.toml new file mode 100644 index 0000000..1de56b0 --- /dev/null +++ b/blackheap-benchmarker/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "blackheap-benchmarker" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs new file mode 100644 index 0000000..7d12d9a --- /dev/null +++ b/blackheap-benchmarker/src/lib.rs @@ -0,0 +1,14 @@ +pub fn add(left: usize, right: usize) -> usize { + left + right +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn it_works() { + let result = add(2, 2); + assert_eq!(result, 4); + } +} diff --git a/blackheap-core/Cargo.toml b/blackheap-core/Cargo.toml new file mode 100644 index 0000000..a2bee95 --- /dev/null +++ b/blackheap-core/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "blackheap-core" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] diff --git a/blackheap-core/src/lib.rs b/blackheap-core/src/lib.rs new file mode 100644 index 0000000..7d12d9a --- /dev/null +++ b/blackheap-core/src/lib.rs @@ -0,0 +1,14 @@ +pub fn add(left: usize, right: usize) -> usize { + left + right +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn it_works() { + let result = add(2, 2); + assert_eq!(result, 4); + } +} diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml new file mode 100644 index 0000000..2baa5ac --- /dev/null +++ b/blackheap/Cargo.toml @@ -0,0 +1,12 @@ +[package] +name = "blackheap" +version = "0.1.0" +edition = "2021" +description = "An blackbox approach to I/O modelling." +homepage = "https://github.com/lquenti/blackheap" +repository = "https://github.com/lquenti/blackheap" +license = "MIT" +authors = ["Lars Quentin "] +readme = "./README.md" + +[dependencies] diff --git a/src/main.rs b/blackheap/src/main.rs similarity index 99% rename from src/main.rs rename to blackheap/src/main.rs index c37fcc1..fc00573 100644 --- a/src/main.rs +++ b/blackheap/src/main.rs @@ -9,4 +9,3 @@ mod tests { assert_eq!(2 + 2, 4); } } - From 94801975f54589fa346a6cf37cc823189abfd239 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 17:24:43 +0100 Subject: [PATCH 03/33] get the C interop working in general --- README.md | 4 ++ blackheap-benchmarker/Cargo.toml | 3 ++ blackheap-benchmarker/build.rs | 5 +++ blackheap-benchmarker/regenerate_types.sh | 18 +++++++++ .../src/c_code/benchmarker.c | 13 +++++++ .../src/c_code/benchmarker.h | 12 ++++++ .../src/c_code/benchmarker.rs | 39 +++++++++++++++++++ blackheap-benchmarker/src/c_code/mod.rs | 24 ++++++++++++ blackheap-benchmarker/src/lib.rs | 2 + 9 files changed, 120 insertions(+) create mode 100644 blackheap-benchmarker/build.rs create mode 100755 blackheap-benchmarker/regenerate_types.sh create mode 100644 blackheap-benchmarker/src/c_code/benchmarker.c create mode 100644 blackheap-benchmarker/src/c_code/benchmarker.h create mode 100644 blackheap-benchmarker/src/c_code/benchmarker.rs create mode 100644 blackheap-benchmarker/src/c_code/mod.rs diff --git a/README.md b/README.md index fa0a0fe..073c60b 100644 --- a/README.md +++ b/README.md @@ -24,6 +24,10 @@ There is a **big recode** right now. But how does one eat an elephant... - Has to be resumeable - be able to re-analyze raw data again - Provide machine generated README in the data + - `blackheap-benchmarker` does not rely on bindgen compile time since this would create LLVM as dep + - [ ] Have a way to be sure that it isnt leaking memory + - [ ] Also provide a standalone binary for the benchmarker? + - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) - [ ] Design a high level architecture based on the requirements - [ ] Start writing the benchmarker - [ ] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) diff --git a/blackheap-benchmarker/Cargo.toml b/blackheap-benchmarker/Cargo.toml index 1de56b0..86aa29f 100644 --- a/blackheap-benchmarker/Cargo.toml +++ b/blackheap-benchmarker/Cargo.toml @@ -6,3 +6,6 @@ edition = "2021" # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html [dependencies] + +[build-dependencies] +cc = "1.0" diff --git a/blackheap-benchmarker/build.rs b/blackheap-benchmarker/build.rs new file mode 100644 index 0000000..cf2da00 --- /dev/null +++ b/blackheap-benchmarker/build.rs @@ -0,0 +1,5 @@ +fn main() { + cc::Build::new() + .file("src/c_code/benchmarker.c") + .compile("c_benchmarker"); +} diff --git a/blackheap-benchmarker/regenerate_types.sh b/blackheap-benchmarker/regenerate_types.sh new file mode 100755 index 0000000..3f37a22 --- /dev/null +++ b/blackheap-benchmarker/regenerate_types.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +# This script generates Rust types for a benchmarker from a C header file using Bindgen. + +if ! command -v bindgen &> /dev/null; then + echo "Error: Bindgen is not found in your PATH." + echo "Please install bindgen by running: \$ cargo install bindgen-cli" + exit 1 +fi + +bindgen src/c_code/benchmarker.h -o src/c_code/benchmarker.rs + +if [ $? -eq 0 ]; then + echo "Bindgen completed successfully. Rust types generated in src/c_code/benchmarker.rs." +else + echo "Error: Bindgen encountered an issue while generating Rust types." + exit 1 +fi diff --git a/blackheap-benchmarker/src/c_code/benchmarker.c b/blackheap-benchmarker/src/c_code/benchmarker.c new file mode 100644 index 0000000..fd26fd0 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/benchmarker.c @@ -0,0 +1,13 @@ +#include "benchmarker.h" + +struct tuple tuple_add(const struct tuple *a, const struct tuple *b) { + struct tuple result = { a->a + b->a, a->b + b->b }; + return result; +} + +void inline_tuple_add(struct tuple *my, const struct tuple *other) { + my->a += other->a; + my->b += other->b; +} + + diff --git a/blackheap-benchmarker/src/c_code/benchmarker.h b/blackheap-benchmarker/src/c_code/benchmarker.h new file mode 100644 index 0000000..9fe61a7 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/benchmarker.h @@ -0,0 +1,12 @@ +#ifndef BLACKHEAP_BENCHMARKER_BENCHMARER_H +#define BLACKHEAP_BENCHMARKER_BENCHMARER_H + +struct tuple { + int a; + int b; +}; + +struct tuple tuple_add(const struct tuple *a, const struct tuple *b); +void inline_tuple_add(struct tuple *my, const struct tuple *other); + +#endif diff --git a/blackheap-benchmarker/src/c_code/benchmarker.rs b/blackheap-benchmarker/src/c_code/benchmarker.rs new file mode 100644 index 0000000..7a838c7 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/benchmarker.rs @@ -0,0 +1,39 @@ +/* automatically generated by rust-bindgen 0.69.2 */ + +#[repr(C)] +#[derive(Debug, Copy, Clone)] +pub struct tuple { + pub a: ::std::os::raw::c_int, + pub b: ::std::os::raw::c_int, +} +#[test] +fn bindgen_test_layout_tuple() { + const UNINIT: ::std::mem::MaybeUninit = ::std::mem::MaybeUninit::uninit(); + let ptr = UNINIT.as_ptr(); + assert_eq!( + ::std::mem::size_of::(), + 8usize, + concat!("Size of: ", stringify!(tuple)) + ); + assert_eq!( + ::std::mem::align_of::(), + 4usize, + concat!("Alignment of ", stringify!(tuple)) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).a) as usize - ptr as usize }, + 0usize, + concat!("Offset of field: ", stringify!(tuple), "::", stringify!(a)) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).b) as usize - ptr as usize }, + 4usize, + concat!("Offset of field: ", stringify!(tuple), "::", stringify!(b)) + ); +} +extern "C" { + pub fn tuple_add(a: *const tuple, b: *const tuple) -> tuple; +} +extern "C" { + pub fn inline_tuple_add(my: *mut tuple, other: *const tuple); +} diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs new file mode 100644 index 0000000..683b309 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -0,0 +1,24 @@ +pub mod benchmarker; + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn c_interop_works_const() { + let tuple1 = benchmarker::tuple {a: 1, b: 2}; + let tuple2 = benchmarker::tuple {a: 3, b: 4}; + let result = unsafe { benchmarker::tuple_add(&tuple1, &tuple2) }; + assert_eq!(result.a, 4); + assert_eq!(result.b, 6); + } + + #[test] + fn c_interop_works_non_const() { + let mut tuple1 = benchmarker::tuple {a: 1, b: 2}; + let tuple2 = benchmarker::tuple {a: 3, b: 4}; + unsafe { benchmarker::inline_tuple_add(&mut tuple1, &tuple2) }; + assert_eq!(tuple1.a, 4); + assert_eq!(tuple1.b, 6); + } +} diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 7d12d9a..1f70bff 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -1,3 +1,5 @@ +mod c_code; + pub fn add(left: usize, right: usize) -> usize { left + right } From 8e3d1f6f809d97564f3ce36892c667331e64c9ba Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 17:52:00 +0100 Subject: [PATCH 04/33] add C ci --- .github/workflows/c.yml | 21 +++++++++++++++++++ .../src/c_code/benchmarker.c | 5 +++++ 2 files changed, 26 insertions(+) create mode 100644 .github/workflows/c.yml diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml new file mode 100644 index 0000000..50d2123 --- /dev/null +++ b/.github/workflows/c.yml @@ -0,0 +1,21 @@ +name: Everything C +on: + push: + branches: [ master ] + paths: + - 'src/c_code/**' + pull_request: + branches: [ master ] + paths: + - 'src/c_code/**' +jobs: + static_analysis: + name: Run gcc with warnings + steps: + - uses: actions/checkout@v3 + - name: Install Dependencies + run: sudo apt-get install gcc cppcheck + - name: Compile Library with Warnings + run: gcc -Wall -Wextra -Wpedantic -std=c11 -c -o /dev/null ./src/c_code/benchmarker.c + - name: Run cppcheck + run: cppcheck --enable=all --error-exitcode=1 ./src/c_code/benchmarker.c diff --git a/blackheap-benchmarker/src/c_code/benchmarker.c b/blackheap-benchmarker/src/c_code/benchmarker.c index fd26fd0..7dbc3f6 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.c +++ b/blackheap-benchmarker/src/c_code/benchmarker.c @@ -1,5 +1,10 @@ #include "benchmarker.h" +void should_fail_ci() { + int x; // Variable x is declared but not used. + int y = 10 / 0; // Division by zero, which is undefined behavior. +} + struct tuple tuple_add(const struct tuple *a, const struct tuple *b) { struct tuple result = { a->a + b->a, a->b + b->b }; return result; From ebb7918cdf7c3919f5588e7e885c16f831516b3a Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 17:53:02 +0100 Subject: [PATCH 05/33] does the CI run now? --- .github/workflows/c.yml | 4 ---- 1 file changed, 4 deletions(-) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index 50d2123..91eeff4 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -2,12 +2,8 @@ name: Everything C on: push: branches: [ master ] - paths: - - 'src/c_code/**' pull_request: branches: [ master ] - paths: - - 'src/c_code/**' jobs: static_analysis: name: Run gcc with warnings From d442c61cad5e51f9eeb86e4b2c0b7dc6269935b9 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 17:55:20 +0100 Subject: [PATCH 06/33] specify OS --- .github/workflows/c.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index 91eeff4..2e0decc 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -7,6 +7,7 @@ on: jobs: static_analysis: name: Run gcc with warnings + runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Install Dependencies From 8f338280046324858fbf5d61a7f55e9675d921b2 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 18:00:16 +0100 Subject: [PATCH 07/33] fic CI path --- .github/workflows/c.yml | 4 ++-- README.md | 5 +++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index 2e0decc..059718c 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -13,6 +13,6 @@ jobs: - name: Install Dependencies run: sudo apt-get install gcc cppcheck - name: Compile Library with Warnings - run: gcc -Wall -Wextra -Wpedantic -std=c11 -c -o /dev/null ./src/c_code/benchmarker.c + run: gcc -Wall -Wextra -Wpedantic -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker.c - name: Run cppcheck - run: cppcheck --enable=all --error-exitcode=1 ./src/c_code/benchmarker.c + run: cppcheck --enable=all --error-exitcode=1 ./blackheap-benchmarker/src/c_code/benchmarker.c diff --git a/README.md b/README.md index 073c60b..02fd794 100644 --- a/README.md +++ b/README.md @@ -25,12 +25,13 @@ There is a **big recode** right now. But how does one eat an elephant... - be able to re-analyze raw data again - Provide machine generated README in the data - `blackheap-benchmarker` does not rely on bindgen compile time since this would create LLVM as dep - - [ ] Have a way to be sure that it isnt leaking memory - [ ] Also provide a standalone binary for the benchmarker? - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) - [ ] Design a high level architecture based on the requirements - [ ] Start writing the benchmarker - - [ ] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) + - [x] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) + - [ ] Have a way to be sure that it isnt leaking memory + - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) - [ ] - [ ] ... From 554ef839d616d4070b51d203fc56ec3cfa3bbb68 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 18:01:15 +0100 Subject: [PATCH 08/33] add werror --- .github/workflows/c.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index 059718c..6f64fe7 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -13,6 +13,6 @@ jobs: - name: Install Dependencies run: sudo apt-get install gcc cppcheck - name: Compile Library with Warnings - run: gcc -Wall -Wextra -Wpedantic -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker.c + run: gcc -Wall -Wextra -Wpedantic -Werror -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker.c - name: Run cppcheck run: cppcheck --enable=all --error-exitcode=1 ./blackheap-benchmarker/src/c_code/benchmarker.c From d0907deb323cfca102b7b4584ff8c02557c2d6da Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 18:07:31 +0100 Subject: [PATCH 09/33] gcc should be happy now --- README.md | 4 +++- blackheap-benchmarker/src/c_code/benchmarker.c | 5 ----- blackheap-benchmarker/src/c_code/mod.rs | 8 ++++---- 3 files changed, 7 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 02fd794..2d9c38f 100644 --- a/README.md +++ b/README.md @@ -30,8 +30,10 @@ There is a **big recode** right now. But how does one eat an elephant... - [ ] Design a high level architecture based on the requirements - [ ] Start writing the benchmarker - [x] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) - - [ ] Have a way to be sure that it isnt leaking memory - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) + - [ ] Have a minimal C program that calls all functions + - [ ] Build with `-fsanitize=address,undefined` + - [ ] add `valgrind --leak-check=full` - [ ] - [ ] ... diff --git a/blackheap-benchmarker/src/c_code/benchmarker.c b/blackheap-benchmarker/src/c_code/benchmarker.c index 7dbc3f6..fd26fd0 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.c +++ b/blackheap-benchmarker/src/c_code/benchmarker.c @@ -1,10 +1,5 @@ #include "benchmarker.h" -void should_fail_ci() { - int x; // Variable x is declared but not used. - int y = 10 / 0; // Division by zero, which is undefined behavior. -} - struct tuple tuple_add(const struct tuple *a, const struct tuple *b) { struct tuple result = { a->a + b->a, a->b + b->b }; return result; diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index 683b309..db0d9c7 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -6,8 +6,8 @@ mod tests { #[test] fn c_interop_works_const() { - let tuple1 = benchmarker::tuple {a: 1, b: 2}; - let tuple2 = benchmarker::tuple {a: 3, b: 4}; + let tuple1 = benchmarker::tuple { a: 1, b: 2 }; + let tuple2 = benchmarker::tuple { a: 3, b: 4 }; let result = unsafe { benchmarker::tuple_add(&tuple1, &tuple2) }; assert_eq!(result.a, 4); assert_eq!(result.b, 6); @@ -15,8 +15,8 @@ mod tests { #[test] fn c_interop_works_non_const() { - let mut tuple1 = benchmarker::tuple {a: 1, b: 2}; - let tuple2 = benchmarker::tuple {a: 3, b: 4}; + let mut tuple1 = benchmarker::tuple { a: 1, b: 2 }; + let tuple2 = benchmarker::tuple { a: 3, b: 4 }; unsafe { benchmarker::inline_tuple_add(&mut tuple1, &tuple2) }; assert_eq!(tuple1.a, 4); assert_eq!(tuple1.b, 6); From 82e395a88e6710a461dea0a9d8a9eef9cbebd10b Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Sun, 21 Jan 2024 18:11:38 +0100 Subject: [PATCH 10/33] disable `unusedFunction` in cppcheck --- .github/workflows/c.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index 6f64fe7..b289914 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -15,4 +15,5 @@ jobs: - name: Compile Library with Warnings run: gcc -Wall -Wextra -Wpedantic -Werror -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker.c - name: Run cppcheck - run: cppcheck --enable=all --error-exitcode=1 ./blackheap-benchmarker/src/c_code/benchmarker.c + # This is everything but `unusedFunction` enabled + run: cppcheck --enable=warning,style,performance,portability,information,missingInclude --error-exitcode=1 ./blackheap-benchmarker/src/c_code/benchmarker.c From c075e0943a6adeb8d15e394835adcd4459f3dbb2 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Wed, 21 Feb 2024 12:23:47 +0100 Subject: [PATCH 11/33] define C-Rust interface for benchmarker --- blackheap-benchmarker/regenerate_types.sh | 4 +- .../src/c_code/benchmarker.c | 13 - .../src/c_code/benchmarker.h | 64 +++- .../src/c_code/benchmarker.rs | 285 ++++++++++++++++-- .../src/c_code/benchmarker_internal.c | 1 + .../src/c_code/benchmarker_internal.h | 15 + blackheap-benchmarker/src/c_code/mod.rs | 25 +- blackheap-benchmarker/src/lib.rs | 15 - 8 files changed, 344 insertions(+), 78 deletions(-) delete mode 100644 blackheap-benchmarker/src/c_code/benchmarker.c create mode 100644 blackheap-benchmarker/src/c_code/benchmarker_internal.c create mode 100644 blackheap-benchmarker/src/c_code/benchmarker_internal.h diff --git a/blackheap-benchmarker/regenerate_types.sh b/blackheap-benchmarker/regenerate_types.sh index 3f37a22..3926253 100755 --- a/blackheap-benchmarker/regenerate_types.sh +++ b/blackheap-benchmarker/regenerate_types.sh @@ -2,13 +2,15 @@ # This script generates Rust types for a benchmarker from a C header file using Bindgen. +SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) + if ! command -v bindgen &> /dev/null; then echo "Error: Bindgen is not found in your PATH." echo "Please install bindgen by running: \$ cargo install bindgen-cli" exit 1 fi -bindgen src/c_code/benchmarker.h -o src/c_code/benchmarker.rs +bindgen ${SCRIPT_DIR}/src/c_code/benchmarker.h -o ${SCRIPT_DIR}/src/c_code/benchmarker.rs if [ $? -eq 0 ]; then echo "Bindgen completed successfully. Rust types generated in src/c_code/benchmarker.rs." diff --git a/blackheap-benchmarker/src/c_code/benchmarker.c b/blackheap-benchmarker/src/c_code/benchmarker.c deleted file mode 100644 index fd26fd0..0000000 --- a/blackheap-benchmarker/src/c_code/benchmarker.c +++ /dev/null @@ -1,13 +0,0 @@ -#include "benchmarker.h" - -struct tuple tuple_add(const struct tuple *a, const struct tuple *b) { - struct tuple result = { a->a + b->a, a->b + b->b }; - return result; -} - -void inline_tuple_add(struct tuple *my, const struct tuple *other) { - my->a += other->a; - my->b += other->b; -} - - diff --git a/blackheap-benchmarker/src/c_code/benchmarker.h b/blackheap-benchmarker/src/c_code/benchmarker.h index 9fe61a7..cb89eb6 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.h +++ b/blackheap-benchmarker/src/c_code/benchmarker.h @@ -1,12 +1,66 @@ #ifndef BLACKHEAP_BENCHMARKER_BENCHMARER_H #define BLACKHEAP_BENCHMARKER_BENCHMARER_H -struct tuple { - int a; - int b; + +#define MEMINFO "/proc/meminfo" + +/* https://www.kernel.org/doc/Documentation/sysctl/vm.txt */ +#define DROP_PAGE_CACHE "/proc/sys/vm/drop_caches" + +#include +#include + +/* All possible access patterns */ +enum access_pattern { + ACCESS_PATTERN_CONST = 0, + ACCESS_PATTERN_SEQUENTIAL = 1, + ACCESS_PATTERN_RANDOM = 2, +}; + +struct benchmark_config { + const char *filepath; + const size_t memory_buffer_in_bytes; + const size_t file_size_in_bytes; + const size_t access_size_in_bytes; + const size_t number_of_io_op_tests; + const enum access_pattern access_pattern_in_memory; + const enum access_pattern access_pattern_in_ile; + const bool is_read_operation; + /* Whether the file should be bloated up to file_size_in_bytes. + * + * In most cases, this should be true. + * The only expections are special "files" that can't be made bigger like + * special devices. + */ + const bool prepare_file_size; + const bool use_o_direct; + const bool drop_cache_first; + const bool do_reread; + const bool delete_afterwards; + const size_t restrict_free_ram_to; +}; + +struct benchmark_results { + size_t length; + double *durations; +}; + +enum error_codes { + SUCCESS = 0, + + /* Linux operations that failed */ + MALLOC_FAILED = 1, + OPEN_FAILED = 2, + READ_FAILED = 3, + WRITE_FAILED = 4, + CLOSE_FAILED = 5, + LSEEK_FAILED = 6, + FSYNC_FAILED = 7, + FSTAT_FAILED = 8, + IO_OP_FAILED = 9, + REMOVE_FAILED = 10 }; -struct tuple tuple_add(const struct tuple *a, const struct tuple *b); -void inline_tuple_add(struct tuple *my, const struct tuple *other); +struct benchmark_results benchmark_file(const struct benchmark_config *config); #endif diff --git a/blackheap-benchmarker/src/c_code/benchmarker.rs b/blackheap-benchmarker/src/c_code/benchmarker.rs index 7a838c7..517d043 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.rs +++ b/blackheap-benchmarker/src/c_code/benchmarker.rs @@ -1,39 +1,284 @@ -/* automatically generated by rust-bindgen 0.69.2 */ +/* automatically generated by rust-bindgen 0.69.4 */ +pub const MEMINFO: &[u8; 14] = b"/proc/meminfo\0"; +pub const DROP_PAGE_CACHE: &[u8; 25] = b"/proc/sys/vm/drop_caches\0"; +pub const true_: u32 = 1; +pub const false_: u32 = 0; +pub const __bool_true_false_are_defined: u32 = 1; +pub type wchar_t = ::std::os::raw::c_int; #[repr(C)] +#[repr(align(16))] #[derive(Debug, Copy, Clone)] -pub struct tuple { - pub a: ::std::os::raw::c_int, - pub b: ::std::os::raw::c_int, +pub struct max_align_t { + pub __clang_max_align_nonce1: ::std::os::raw::c_longlong, + pub __bindgen_padding_0: u64, + pub __clang_max_align_nonce2: u128, } #[test] -fn bindgen_test_layout_tuple() { - const UNINIT: ::std::mem::MaybeUninit = ::std::mem::MaybeUninit::uninit(); +fn bindgen_test_layout_max_align_t() { + const UNINIT: ::std::mem::MaybeUninit = ::std::mem::MaybeUninit::uninit(); let ptr = UNINIT.as_ptr(); assert_eq!( - ::std::mem::size_of::(), - 8usize, - concat!("Size of: ", stringify!(tuple)) + ::std::mem::size_of::(), + 32usize, + concat!("Size of: ", stringify!(max_align_t)) ); assert_eq!( - ::std::mem::align_of::(), - 4usize, - concat!("Alignment of ", stringify!(tuple)) + ::std::mem::align_of::(), + 16usize, + concat!("Alignment of ", stringify!(max_align_t)) ); assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).a) as usize - ptr as usize }, + unsafe { ::std::ptr::addr_of!((*ptr).__clang_max_align_nonce1) as usize - ptr as usize }, 0usize, - concat!("Offset of field: ", stringify!(tuple), "::", stringify!(a)) + concat!( + "Offset of field: ", + stringify!(max_align_t), + "::", + stringify!(__clang_max_align_nonce1) + ) ); assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).b) as usize - ptr as usize }, - 4usize, - concat!("Offset of field: ", stringify!(tuple), "::", stringify!(b)) + unsafe { ::std::ptr::addr_of!((*ptr).__clang_max_align_nonce2) as usize - ptr as usize }, + 16usize, + concat!( + "Offset of field: ", + stringify!(max_align_t), + "::", + stringify!(__clang_max_align_nonce2) + ) ); } -extern "C" { - pub fn tuple_add(a: *const tuple, b: *const tuple) -> tuple; +pub const access_pattern_ACCESS_PATTERN_CONST: access_pattern = 0; +pub const access_pattern_ACCESS_PATTERN_SEQUENTIAL: access_pattern = 1; +pub const access_pattern_ACCESS_PATTERN_RANDOM: access_pattern = 2; +pub type access_pattern = ::std::os::raw::c_uint; +#[repr(C)] +#[derive(Debug, Copy, Clone)] +pub struct benchmark_config { + pub filepath: *const ::std::os::raw::c_char, + pub memory_buffer_in_bytes: usize, + pub file_size_in_bytes: usize, + pub access_size_in_bytes: usize, + pub number_of_io_op_tests: usize, + pub access_pattern_in_memory: access_pattern, + pub access_pattern_in_ile: access_pattern, + pub is_read_operation: bool, + pub prepare_file_size: bool, + pub use_o_direct: bool, + pub drop_cache_first: bool, + pub do_reread: bool, + pub delete_afterwards: bool, + pub restrict_free_ram_to: usize, +} +#[test] +fn bindgen_test_layout_benchmark_config() { + const UNINIT: ::std::mem::MaybeUninit = ::std::mem::MaybeUninit::uninit(); + let ptr = UNINIT.as_ptr(); + assert_eq!( + ::std::mem::size_of::(), + 64usize, + concat!("Size of: ", stringify!(benchmark_config)) + ); + assert_eq!( + ::std::mem::align_of::(), + 8usize, + concat!("Alignment of ", stringify!(benchmark_config)) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).filepath) as usize - ptr as usize }, + 0usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(filepath) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).memory_buffer_in_bytes) as usize - ptr as usize }, + 8usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(memory_buffer_in_bytes) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).file_size_in_bytes) as usize - ptr as usize }, + 16usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(file_size_in_bytes) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).access_size_in_bytes) as usize - ptr as usize }, + 24usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(access_size_in_bytes) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).number_of_io_op_tests) as usize - ptr as usize }, + 32usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(number_of_io_op_tests) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).access_pattern_in_memory) as usize - ptr as usize }, + 40usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(access_pattern_in_memory) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).access_pattern_in_ile) as usize - ptr as usize }, + 44usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(access_pattern_in_ile) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).is_read_operation) as usize - ptr as usize }, + 48usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(is_read_operation) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).prepare_file_size) as usize - ptr as usize }, + 49usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(prepare_file_size) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).use_o_direct) as usize - ptr as usize }, + 50usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(use_o_direct) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).drop_cache_first) as usize - ptr as usize }, + 51usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(drop_cache_first) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).do_reread) as usize - ptr as usize }, + 52usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(do_reread) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).delete_afterwards) as usize - ptr as usize }, + 53usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(delete_afterwards) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).restrict_free_ram_to) as usize - ptr as usize }, + 56usize, + concat!( + "Offset of field: ", + stringify!(benchmark_config), + "::", + stringify!(restrict_free_ram_to) + ) + ); +} +#[repr(C)] +#[derive(Debug, Copy, Clone)] +pub struct benchmark_results { + pub length: usize, + pub durations: *mut f64, +} +#[test] +fn bindgen_test_layout_benchmark_results() { + const UNINIT: ::std::mem::MaybeUninit = ::std::mem::MaybeUninit::uninit(); + let ptr = UNINIT.as_ptr(); + assert_eq!( + ::std::mem::size_of::(), + 16usize, + concat!("Size of: ", stringify!(benchmark_results)) + ); + assert_eq!( + ::std::mem::align_of::(), + 8usize, + concat!("Alignment of ", stringify!(benchmark_results)) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).length) as usize - ptr as usize }, + 0usize, + concat!( + "Offset of field: ", + stringify!(benchmark_results), + "::", + stringify!(length) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).durations) as usize - ptr as usize }, + 8usize, + concat!( + "Offset of field: ", + stringify!(benchmark_results), + "::", + stringify!(durations) + ) + ); } +pub const error_codes_SUCCESS: error_codes = 0; +pub const error_codes_MALLOC_FAILED: error_codes = 1; +pub const error_codes_OPEN_FAILED: error_codes = 2; +pub const error_codes_READ_FAILED: error_codes = 3; +pub const error_codes_WRITE_FAILED: error_codes = 4; +pub const error_codes_CLOSE_FAILED: error_codes = 5; +pub const error_codes_LSEEK_FAILED: error_codes = 6; +pub const error_codes_FSYNC_FAILED: error_codes = 7; +pub const error_codes_FSTAT_FAILED: error_codes = 8; +pub const error_codes_IO_OP_FAILED: error_codes = 9; +pub const error_codes_REMOVE_FAILED: error_codes = 10; +pub type error_codes = ::std::os::raw::c_uint; extern "C" { - pub fn inline_tuple_add(my: *mut tuple, other: *const tuple); + pub fn benchmark_file(config: *const benchmark_config) -> benchmark_results; } diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c new file mode 100644 index 0000000..21c7b4a --- /dev/null +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -0,0 +1 @@ +#include"./benchmarker_internal.h" diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.h b/blackheap-benchmarker/src/c_code/benchmarker_internal.h new file mode 100644 index 0000000..f7cde71 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.h @@ -0,0 +1,15 @@ +#ifndef BLACKHEAP_BENCHMARKER_BENCHMARER_INTERNAL_H +#define BLACKHEAP_BENCHMARKER_BENCHMARER_INTERNAL_H + +#include +#include"./benchmarker.h" + +struct benchmark_state { + void *buffer; + int fd; + size_t last_mem_offset; + size_t last_file_offset; + ssize_t (*io_op)(int fd, void *buf, size_t count); +}; + +#endif diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index db0d9c7..dd205bc 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -1,24 +1 @@ -pub mod benchmarker; - -#[cfg(test)] -mod tests { - use super::*; - - #[test] - fn c_interop_works_const() { - let tuple1 = benchmarker::tuple { a: 1, b: 2 }; - let tuple2 = benchmarker::tuple { a: 3, b: 4 }; - let result = unsafe { benchmarker::tuple_add(&tuple1, &tuple2) }; - assert_eq!(result.a, 4); - assert_eq!(result.b, 6); - } - - #[test] - fn c_interop_works_non_const() { - let mut tuple1 = benchmarker::tuple { a: 1, b: 2 }; - let tuple2 = benchmarker::tuple { a: 3, b: 4 }; - unsafe { benchmarker::inline_tuple_add(&mut tuple1, &tuple2) }; - assert_eq!(tuple1.a, 4); - assert_eq!(tuple1.b, 6); - } -} +mod benchmarker; diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 1f70bff..2523c85 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -1,16 +1 @@ mod c_code; - -pub fn add(left: usize, right: usize) -> usize { - left + right -} - -#[cfg(test)] -mod tests { - use super::*; - - #[test] - fn it_works() { - let result = add(2, 2); - assert_eq!(result, 4); - } -} From 04b14a42238dbbf00986bc5eca6b3b1b2560abfa Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Wed, 21 Feb 2024 14:42:32 +0100 Subject: [PATCH 12/33] fix C CI --- .github/workflows/c.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/c.yml b/.github/workflows/c.yml index b289914..a21a557 100644 --- a/.github/workflows/c.yml +++ b/.github/workflows/c.yml @@ -13,7 +13,7 @@ jobs: - name: Install Dependencies run: sudo apt-get install gcc cppcheck - name: Compile Library with Warnings - run: gcc -Wall -Wextra -Wpedantic -Werror -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker.c + run: gcc -Wall -Wextra -Wpedantic -Werror -std=c11 -c -o /dev/null ./blackheap-benchmarker/src/c_code/benchmarker_internal.c - name: Run cppcheck # This is everything but `unusedFunction` enabled run: cppcheck --enable=warning,style,performance,portability,information,missingInclude --error-exitcode=1 ./blackheap-benchmarker/src/c_code/benchmarker.c From 9b917e287d796908588a9b243ce6c73f27cbf646 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Wed, 21 Feb 2024 14:42:51 +0100 Subject: [PATCH 13/33] benchmark init logic --- .../src/c_code/benchmarker.h | 42 ++-- .../src/c_code/benchmarker_internal.c | 194 ++++++++++++++++++ .../src/c_code/benchmarker_internal.h | 9 + 3 files changed, 228 insertions(+), 17 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/benchmarker.h b/blackheap-benchmarker/src/c_code/benchmarker.h index cb89eb6..5f7c288 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.h +++ b/blackheap-benchmarker/src/c_code/benchmarker.h @@ -17,6 +17,28 @@ enum access_pattern { ACCESS_PATTERN_RANDOM = 2, }; +enum error_codes { + ERROR_CODES_SUCCESS = 0, + + /* Linux operations that failed */ + ERROR_CODES_MALLOC_FAILED = 1, + ERROR_CODES_OPEN_FAILED = 2, + ERROR_CODES_READ_FAILED = 3, + ERROR_CODES_WRITE_FAILED = 4, + ERROR_CODES_LSEEK_FAILED = 5, + ERROR_CODES_FSYNC_FAILED = 6, + ERROR_CODES_FSTAT_FAILED = 7, + ERROR_CODES_IO_OP_FAILED = 8, + ERROR_CODES_REMOVE_FAILED = 9, + + /* Higher level operations */ + ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS = 10, + ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER = 11, + + ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE = 12, +}; + + struct benchmark_config { const char *filepath; const size_t memory_buffer_in_bytes; @@ -34,33 +56,19 @@ struct benchmark_config { */ const bool prepare_file_size; const bool use_o_direct; + + /* Note that this requires root */ const bool drop_cache_first; const bool do_reread; - const bool delete_afterwards; const size_t restrict_free_ram_to; }; struct benchmark_results { + enum error_codes res; size_t length; double *durations; }; -enum error_codes { - SUCCESS = 0, - - /* Linux operations that failed */ - MALLOC_FAILED = 1, - OPEN_FAILED = 2, - READ_FAILED = 3, - WRITE_FAILED = 4, - CLOSE_FAILED = 5, - LSEEK_FAILED = 6, - FSYNC_FAILED = 7, - FSTAT_FAILED = 8, - IO_OP_FAILED = 9, - REMOVE_FAILED = 10 -}; - struct benchmark_results benchmark_file(const struct benchmark_config *config); #endif diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c index 21c7b4a..7519af0 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.c +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -1 +1,195 @@ #include"./benchmarker_internal.h" +#include "benchmarker.h" + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +enum error_codes drop_page_cache() { + /* sync first */ + sync(); + + int fd = open(DROP_PAGE_CACHE, O_WRONLY); + if (fd == -1) { + if (errno == EACCES) { + fprintf(stderr, "In order to drop the page cache, we need permissions to open" DROP_PAGE_CACHE "\n"); + return ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS; + } else { + fprintf(stderr, "Unknown Error while opening" DROP_PAGE_CACHE ".\nError: %s\n", strerror(errno)); + return ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER; + } + } + + char magic_value = '3'; + ssize_t res = write(fd, &magic_value, sizeof(char)); + if (res == -1) { + fprintf(stderr, "Dropping the page cache failed. The write was not successful.\nError: %s\n", strerror(errno)); + return ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER; + } + + /* in case the OS does it non-blockingly */ + sleep(5); + + close(fd); + return ERROR_CODES_SUCCESS; +} + +enum error_codes init_state(const struct benchmark_config *config, struct benchmark_state *state) { + void *ptr; + + ptr = malloc(config->memory_buffer_in_bytes); + if (ptr == NULL) { + fprintf(stderr, "Mallocing the big memory buffer of size %zu failed\n", config->memory_buffer_in_bytes); + return ERROR_CODES_MALLOC_FAILED; + } + /* enforce that the buffer actually exists */ + memset(ptr, '1', (unsigned long)config->memory_buffer_in_bytes); + state->buffer = ptr; + state->last_mem_offset = 0; + state->last_file_offset = 0; + + if (config->is_read_operation) { + state->io_op = read; + } else { + /* just casting away the const for the void pointer */ + state->io_op = (ssize_t (*)(int, void *, size_t))write; + } + + return ERROR_CODES_SUCCESS; +} + +enum error_codes init_file(const struct benchmark_config *config, struct benchmark_state *state) { + /* is it externally managed? */ + if (!config->prepare_file_size) { + return ERROR_CODES_SUCCESS; + } + + /* try to open it */ + state->fd = open(config->filepath, O_CREAT | O_RDWR, 0644); + if (state->fd == -1) { + fprintf(stderr, "Error opening \"%s\".\nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_OPEN_FAILED; + } + + /* Does it already have the correct size */ + struct stat st; + int res = fstat(state->fd, &st); + close(state->fd); + if (res == -1) { + fprintf(stderr, "Error checking file size of %s\nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_FSTAT_FAILED; + } + if ((size_t)st.st_size == config->file_size_in_bytes) { + return ERROR_CODES_SUCCESS; + } + + /* If not, we first truncate it to zero */ + state->fd = open(config->filepath, O_RDWR | O_TRUNC, 0644); + if (state->fd == -1) { + fprintf(stderr, "Error opening \"%s\".\nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_OPEN_FAILED; + } + + /* 64k is a good write size */ + const size_t block_size = 64*1024; + size_t bytes_written = 0; + ssize_t write_result; + + /* Fill bytes with 1s */ + while (bytes_written < config->file_size_in_bytes) { + size_t bytes_to_write = config->file_size_in_bytes - bytes_written; + if (bytes_to_write > block_size) { + bytes_to_write = block_size; + } + + write_result = write(state->fd, state->buffer, bytes_to_write); + if (bytes_to_write == -1) { + fprintf(stderr, "Failed to write to \"%s\"\nError: %s\n", config->filepath, strerror(errno)); + close(state->fd); + return ERROR_CODES_WRITE_FAILED; + } + bytes_written += write_result; + } + + /* Check whether it worked */ + if (fsync(state->fd) == -1) { + fprintf(stderr, "Failed to flush \"%s\" to disk.\nError: %s\n", config->filepath, strerror(errno)); + close(state->fd); + return ERROR_CODES_FSYNC_FAILED; + } + + if (fstat(state->fd, &st) == -1) { + fprintf(stderr, "Error checking file size of %s\nError: %s\n", config->filepath, strerror(errno)); + close(state->fd); + return ERROR_CODES_FSTAT_FAILED; + } + + close(state->fd); + + if (st.st_size != config->file_size_in_bytes) { + fprintf( + stderr, + "Incorrect file size after filling \"%s\". Expected: %zu Actual: %lld\n", + config->filepath, + config->file_size_in_bytes, + (long long)st.st_size + ); + return ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE; + } + + return ERROR_CODES_SUCCESS; +} + + +enum error_codes init_results(const struct benchmark_config *config, struct benchmark_results *results) { + results->res = ERROR_CODES_SUCCESS; + results->length = config->number_of_io_op_tests; + + results->durations = malloc(sizeof(double) * config->number_of_io_op_tests); + return (results->durations == NULL) ? ERROR_CODES_MALLOC_FAILED : ERROR_CODES_SUCCESS; +} + + +void do_cleanup(const struct benchmark_config *config, struct benchmark_state *state) { + close(state->fd); + free(state->buffer); +} + +struct benchmark_results benchmark_file(const struct benchmark_config *config) { + struct benchmark_state state; + struct benchmark_results results; + results.res = ERROR_CODES_SUCCESS; + + /* Drop page cache if set (note that this requires root) */ + if (config->drop_cache_first) { + results.res = drop_page_cache(); + } + + /* Init memory buffer and other state */ + if (results.res == ERROR_CODES_SUCCESS) { + results.res = init_state(config, &state); + } + + /* init file buffer */ + if (results.res == ERROR_CODES_SUCCESS) { + results.res = init_file(config, &state); + } + + /* Init results array */ + if (results.res == ERROR_CODES_SUCCESS) { + results.res = init_results(config, &results); + } + + /* Do the benchmark! */ + + /* cleanup */ + do_cleanup(config, &state); + + return results; +} diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.h b/blackheap-benchmarker/src/c_code/benchmarker_internal.h index f7cde71..e8087ae 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.h +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.h @@ -12,4 +12,13 @@ struct benchmark_state { ssize_t (*io_op)(int fd, void *buf, size_t count); }; +enum error_codes drop_page_cache(); + +enum error_codes init_state(const struct benchmark_config *config, struct benchmark_state *state); +enum error_codes init_file(const struct benchmark_config *config, struct benchmark_state *state); +enum error_codes init_results(const struct benchmark_config *config, struct benchmark_results *results); + +/* do_cleanup is best effort */ +void do_cleanup(const struct benchmark_config *config, struct benchmark_state *state); + #endif From b571a2faab53ba4ad43dfa12589193864b03fe6e Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 12:46:55 +0100 Subject: [PATCH 14/33] initial implementation benchmarker C code --- .../src/c_code/benchmarker.h | 3 +- .../src/c_code/benchmarker.rs | 75 +++++------ .../src/c_code/benchmarker_internal.c | 121 ++++++++++++++++++ .../src/c_code/benchmarker_internal.h | 13 +- 4 files changed, 167 insertions(+), 45 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/benchmarker.h b/blackheap-benchmarker/src/c_code/benchmarker.h index 5f7c288..6257a60 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.h +++ b/blackheap-benchmarker/src/c_code/benchmarker.h @@ -46,7 +46,7 @@ struct benchmark_config { const size_t access_size_in_bytes; const size_t number_of_io_op_tests; const enum access_pattern access_pattern_in_memory; - const enum access_pattern access_pattern_in_ile; + const enum access_pattern access_pattern_in_file; const bool is_read_operation; /* Whether the file should be bloated up to file_size_in_bytes. * @@ -55,7 +55,6 @@ struct benchmark_config { * special devices. */ const bool prepare_file_size; - const bool use_o_direct; /* Note that this requires root */ const bool drop_cache_first; diff --git a/blackheap-benchmarker/src/c_code/benchmarker.rs b/blackheap-benchmarker/src/c_code/benchmarker.rs index 517d043..4596efa 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker.rs +++ b/blackheap-benchmarker/src/c_code/benchmarker.rs @@ -53,6 +53,20 @@ pub const access_pattern_ACCESS_PATTERN_CONST: access_pattern = 0; pub const access_pattern_ACCESS_PATTERN_SEQUENTIAL: access_pattern = 1; pub const access_pattern_ACCESS_PATTERN_RANDOM: access_pattern = 2; pub type access_pattern = ::std::os::raw::c_uint; +pub const error_codes_ERROR_CODES_SUCCESS: error_codes = 0; +pub const error_codes_ERROR_CODES_MALLOC_FAILED: error_codes = 1; +pub const error_codes_ERROR_CODES_OPEN_FAILED: error_codes = 2; +pub const error_codes_ERROR_CODES_READ_FAILED: error_codes = 3; +pub const error_codes_ERROR_CODES_WRITE_FAILED: error_codes = 4; +pub const error_codes_ERROR_CODES_LSEEK_FAILED: error_codes = 5; +pub const error_codes_ERROR_CODES_FSYNC_FAILED: error_codes = 6; +pub const error_codes_ERROR_CODES_FSTAT_FAILED: error_codes = 7; +pub const error_codes_ERROR_CODES_IO_OP_FAILED: error_codes = 8; +pub const error_codes_ERROR_CODES_REMOVE_FAILED: error_codes = 9; +pub const error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS: error_codes = 10; +pub const error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER: error_codes = 11; +pub const error_codes_ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE: error_codes = 12; +pub type error_codes = ::std::os::raw::c_uint; #[repr(C)] #[derive(Debug, Copy, Clone)] pub struct benchmark_config { @@ -62,13 +76,11 @@ pub struct benchmark_config { pub access_size_in_bytes: usize, pub number_of_io_op_tests: usize, pub access_pattern_in_memory: access_pattern, - pub access_pattern_in_ile: access_pattern, + pub access_pattern_in_file: access_pattern, pub is_read_operation: bool, pub prepare_file_size: bool, - pub use_o_direct: bool, pub drop_cache_first: bool, pub do_reread: bool, - pub delete_afterwards: bool, pub restrict_free_ram_to: usize, } #[test] @@ -146,13 +158,13 @@ fn bindgen_test_layout_benchmark_config() { ) ); assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).access_pattern_in_ile) as usize - ptr as usize }, + unsafe { ::std::ptr::addr_of!((*ptr).access_pattern_in_file) as usize - ptr as usize }, 44usize, concat!( "Offset of field: ", stringify!(benchmark_config), "::", - stringify!(access_pattern_in_ile) + stringify!(access_pattern_in_file) ) ); assert_eq!( @@ -175,19 +187,9 @@ fn bindgen_test_layout_benchmark_config() { stringify!(prepare_file_size) ) ); - assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).use_o_direct) as usize - ptr as usize }, - 50usize, - concat!( - "Offset of field: ", - stringify!(benchmark_config), - "::", - stringify!(use_o_direct) - ) - ); assert_eq!( unsafe { ::std::ptr::addr_of!((*ptr).drop_cache_first) as usize - ptr as usize }, - 51usize, + 50usize, concat!( "Offset of field: ", stringify!(benchmark_config), @@ -197,7 +199,7 @@ fn bindgen_test_layout_benchmark_config() { ); assert_eq!( unsafe { ::std::ptr::addr_of!((*ptr).do_reread) as usize - ptr as usize }, - 52usize, + 51usize, concat!( "Offset of field: ", stringify!(benchmark_config), @@ -205,16 +207,6 @@ fn bindgen_test_layout_benchmark_config() { stringify!(do_reread) ) ); - assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).delete_afterwards) as usize - ptr as usize }, - 53usize, - concat!( - "Offset of field: ", - stringify!(benchmark_config), - "::", - stringify!(delete_afterwards) - ) - ); assert_eq!( unsafe { ::std::ptr::addr_of!((*ptr).restrict_free_ram_to) as usize - ptr as usize }, 56usize, @@ -229,6 +221,7 @@ fn bindgen_test_layout_benchmark_config() { #[repr(C)] #[derive(Debug, Copy, Clone)] pub struct benchmark_results { + pub res: error_codes, pub length: usize, pub durations: *mut f64, } @@ -238,7 +231,7 @@ fn bindgen_test_layout_benchmark_results() { let ptr = UNINIT.as_ptr(); assert_eq!( ::std::mem::size_of::(), - 16usize, + 24usize, concat!("Size of: ", stringify!(benchmark_results)) ); assert_eq!( @@ -247,8 +240,18 @@ fn bindgen_test_layout_benchmark_results() { concat!("Alignment of ", stringify!(benchmark_results)) ); assert_eq!( - unsafe { ::std::ptr::addr_of!((*ptr).length) as usize - ptr as usize }, + unsafe { ::std::ptr::addr_of!((*ptr).res) as usize - ptr as usize }, 0usize, + concat!( + "Offset of field: ", + stringify!(benchmark_results), + "::", + stringify!(res) + ) + ); + assert_eq!( + unsafe { ::std::ptr::addr_of!((*ptr).length) as usize - ptr as usize }, + 8usize, concat!( "Offset of field: ", stringify!(benchmark_results), @@ -258,7 +261,7 @@ fn bindgen_test_layout_benchmark_results() { ); assert_eq!( unsafe { ::std::ptr::addr_of!((*ptr).durations) as usize - ptr as usize }, - 8usize, + 16usize, concat!( "Offset of field: ", stringify!(benchmark_results), @@ -267,18 +270,6 @@ fn bindgen_test_layout_benchmark_results() { ) ); } -pub const error_codes_SUCCESS: error_codes = 0; -pub const error_codes_MALLOC_FAILED: error_codes = 1; -pub const error_codes_OPEN_FAILED: error_codes = 2; -pub const error_codes_READ_FAILED: error_codes = 3; -pub const error_codes_WRITE_FAILED: error_codes = 4; -pub const error_codes_CLOSE_FAILED: error_codes = 5; -pub const error_codes_LSEEK_FAILED: error_codes = 6; -pub const error_codes_FSYNC_FAILED: error_codes = 7; -pub const error_codes_FSTAT_FAILED: error_codes = 8; -pub const error_codes_IO_OP_FAILED: error_codes = 9; -pub const error_codes_REMOVE_FAILED: error_codes = 10; -pub type error_codes = ::std::os::raw::c_uint; extern "C" { pub fn benchmark_file(config: *const benchmark_config) -> benchmark_results; } diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c index 7519af0..0007cb9 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.c +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -9,6 +9,7 @@ #include #include #include +#include #include enum error_codes drop_page_cache() { @@ -155,6 +156,123 @@ enum error_codes init_results(const struct benchmark_config *config, struct benc return (results->durations == NULL) ? ERROR_CODES_MALLOC_FAILED : ERROR_CODES_SUCCESS; } +enum error_codes reread(const struct benchmark_config *config, const struct benchmark_state *state) { + int res = state->io_op(state->fd, state->buffer, config->access_size_in_bytes); + if (res == -1) { + fprintf(stderr, "Failed to write to \"%s\"\nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_WRITE_FAILED; + } + + /* Seek back so that we read it twice */ + off_t seek_res = lseek(state->fd, state->last_file_offset, SEEK_SET); + if (seek_res == -1) { + fprintf(stderr, "Failed to seek \"%s\" to %zu \nError: %s\n", config->filepath, state->last_file_offset, strerror(errno)); + return ERROR_CODES_LSEEK_FAILED; + } + + return ERROR_CODES_SUCCESS; +} + +double timespec_to_double(const struct timespec *time) { + return time->tv_sec + 0.001 * 0.001 * 0.001 * time->tv_nsec; +} + +void pick_next_mem_position(const struct benchmark_config *config, struct benchmark_state *state) { + switch (config->access_pattern_in_memory) { + case ACCESS_PATTERN_CONST: + /* After one io-op the pointer does not get moved like the fd-state for the file */ + return; + case ACCESS_PATTERN_SEQUENTIAL: + state->last_mem_offset += config->access_size_in_bytes; + return; + case ACCESS_PATTERN_RANDOM: + state->last_mem_offset = ((size_t)rand() * 128) % (config->memory_buffer_in_bytes - config->access_size_in_bytes); + return; + } +} + +enum error_codes pick_next_file_position(const struct benchmark_config *config, struct benchmark_state *state) { + switch (config->access_pattern_in_file) { + case ACCESS_PATTERN_CONST: { + /* Update file descriptor */ + off_t new_offset = lseek(state->fd, 0, SEEK_SET); + if (new_offset == -1) { + fprintf(stderr, "Failed to seek \"%s\" to 0. \nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_LSEEK_FAILED; + } + } + break; + case ACCESS_PATTERN_SEQUENTIAL: { + /* update state */ + state->last_file_offset += config->access_size_in_bytes; + + /* Check if we have to wrap */ + if (state->last_file_offset + config->access_size_in_bytes > config->file_size_in_bytes) { + /* Lets start at zero again */ + state->last_file_offset = 0; + + off_t new_offset = lseek(state->fd, 0, SEEK_SET); + if (new_offset == -1) { + fprintf(stderr, "Failed to seek \"%s\" to 0. \nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_LSEEK_FAILED; + } + } + } + break; + case ACCESS_PATTERN_RANDOM: { + size_t new_file_pos = ((size_t)rand() * 128) % (config->file_size_in_bytes - config->access_size_in_bytes); + + /* Update state */ + state->last_file_offset = new_file_pos; + + /* Update file descriptor */ + off_t new_offset = lseek(state->fd, new_file_pos, SEEK_SET); + if (new_offset == -1) { + fprintf(stderr, "Failed to seek \"%s\" to %zu. \nError: %s\n", config->filepath, (size_t)new_offset, strerror(errno)); + return ERROR_CODES_LSEEK_FAILED; + } + } + break; + } + return ERROR_CODES_SUCCESS; +} + +enum error_codes do_benchmark(const struct benchmark_config *config, struct benchmark_state *state, struct benchmark_results *results) { + struct timespec start, end; + int res; + enum error_codes ret = ERROR_CODES_SUCCESS; + + for (size_t i=0; inumber_of_io_op_tests; ++i) { + if (config->do_reread) { + ret = reread(config, state); + if (ret != ERROR_CODES_SUCCESS) { + return ret; + } + } + + /* Do the operation */ + clock_gettime(CLOCK_MONOTONIC, &start); + res = state->io_op(state->fd, state->buffer, config->access_size_in_bytes); + clock_gettime(CLOCK_MONOTONIC, &end); + + /* did it work? */ + if (res != -1) { + results->durations[i] = timespec_to_double(&end) - timespec_to_double(&start); + } else { + results->durations[i] = -1.0; + } + + /* update offsets */ + pick_next_mem_position(config, state); + ret = pick_next_file_position(config, state); + if (ret != ERROR_CODES_SUCCESS) { + return ret; + } + } + + return ERROR_CODES_SUCCESS; +} + void do_cleanup(const struct benchmark_config *config, struct benchmark_state *state) { close(state->fd); @@ -165,6 +283,9 @@ struct benchmark_results benchmark_file(const struct benchmark_config *config) { struct benchmark_state state; struct benchmark_results results; results.res = ERROR_CODES_SUCCESS; + + /* init randomness */ + srand((unsigned int)time(NULL)); /* Drop page cache if set (note that this requires root) */ if (config->drop_cache_first) { diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.h b/blackheap-benchmarker/src/c_code/benchmarker_internal.h index e8087ae..9a388a9 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.h +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.h @@ -12,12 +12,23 @@ struct benchmark_state { ssize_t (*io_op)(int fd, void *buf, size_t count); }; +/* init */ enum error_codes drop_page_cache(); - enum error_codes init_state(const struct benchmark_config *config, struct benchmark_state *state); enum error_codes init_file(const struct benchmark_config *config, struct benchmark_state *state); enum error_codes init_results(const struct benchmark_config *config, struct benchmark_results *results); +/* Benchmarking helpers */ +enum error_codes reread(const struct benchmark_config *config, const struct benchmark_state *state); +double timespec_to_double(const struct timespec *time); +void pick_next_mem_position(const struct benchmark_config *config, struct benchmark_state *state); +enum error_codes pick_next_file_position(const struct benchmark_config *config, struct benchmark_state *state); + +/* Benchmarking function */ +enum error_codes do_benchmark(const struct benchmark_config *config, struct benchmark_state *state, struct benchmark_results *results); + + + /* do_cleanup is best effort */ void do_cleanup(const struct benchmark_config *config, struct benchmark_state *state); From 6144348a38cabb195db5ac2ced0d5bc704ef90ba Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 14:29:49 +0100 Subject: [PATCH 15/33] logic to restrict memory --- .../src/c_code/benchmarker_internal.c | 132 +++++++++++++++++- .../src/c_code/benchmarker_internal.h | 8 ++ 2 files changed, 138 insertions(+), 2 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c index 0007cb9..f54f08e 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.c +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -52,6 +52,7 @@ enum error_codes init_state(const struct benchmark_config *config, struct benchm /* enforce that the buffer actually exists */ memset(ptr, '1', (unsigned long)config->memory_buffer_in_bytes); state->buffer = ptr; + state->last_mem_offset = 0; state->last_file_offset = 0; @@ -156,6 +157,112 @@ enum error_codes init_results(const struct benchmark_config *config, struct benc return (results->durations == NULL) ? ERROR_CODES_MALLOC_FAILED : ERROR_CODES_SUCCESS; } +long parse_from_meminfo(char *key) { + long res = -1; + size_t keylen = strlen(key); + + FILE *fp = fopen(MEMINFO, "r"); + if (!fp) { + perror("Failed to open MEMINFO"); + return res; + } + + char buf[100]; + while (fgets(buf, sizeof(buf), fp)) { + + /* is it not out match? */ + if (strncmp(buf, key, keylen) != 0) { + continue; + } + printf("%s\n", buf); + + /* It is out match. */ + char *colon = strchr(buf, ':'); + if (colon) { + res = atol(colon+1); + break; + } + } + + fclose(fp); + return res; +} + +size_t get_available_mem_kib() { + long free = parse_from_meminfo("MemFree"); + long cached = parse_from_meminfo("Cached"); + long buffers = parse_from_meminfo("Buffers"); + + /* Log if any of them failed... */ + if (free == -1) { + fprintf(stderr, "Reading \"MemFree\" from /proc/meminfo failed..."); + return -1; + } + if (cached == -1) { + fprintf(stderr, "Reading \"Cached\" from /proc/meminfo failed..."); + return -1; + } + if (buffers == -1) { + fprintf(stderr, "Reading \"Buffers\" from /proc/meminfo failed..."); + return -1; + } + + return free+cached+buffers; +} + +/* Note that the callee has to free if it succeeded */ +struct allocation_result allocate_memory_until(size_t space_left_in_kib) { + struct allocation_result result; + result.pointers = NULL; + result.length = 0; + + bool was_successful = true; + + size_t current_available = get_available_mem_kib(); + while (current_available > space_left_in_kib) { + size_t delta = current_available - space_left_in_kib; + size_t n = (delta < 128 ? delta : 128) * 1024; + + void *p = malloc(n); + if (!p) { + fprintf(stderr, "Mallocing %zu bytes to restrict the memory failed. Currently still available: %zu KiB\n", n, current_available); + was_successful = false; + break; + } + + /* Ensure the memory is allocated */ + memset(p, '1', n); + + /* add to ptrs */ + void **new_pointers = realloc(result.pointers, (result.length + 1) * sizeof(void *)); + if (!new_pointers) { + fprintf(stderr, "Reallocating pointers array failed. Current length: %zu\n", result.length); + /* free the last allocation */ + free(p); + break; + } + + result.pointers = new_pointers; + result.pointers[result.length] = p; + result.length++; + + current_available = get_available_mem_kib(); + } + + /* If it failed, we will clean up... */ + if (!was_successful) { + for (size_t i=0; iio_op(state->fd, state->buffer, config->access_size_in_bytes); if (res == -1) { @@ -241,12 +348,21 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc struct timespec start, end; int res; enum error_codes ret = ERROR_CODES_SUCCESS; + struct allocation_result mallocs; + + /* restrict memory if configured */ + if (config->restrict_free_ram_to != 0) { + mallocs = allocate_memory_until(config->restrict_free_ram_to/1024); + if (mallocs.length == -1) { + return ERROR_CODES_MALLOC_FAILED; + } + } for (size_t i=0; inumber_of_io_op_tests; ++i) { if (config->do_reread) { ret = reread(config, state); if (ret != ERROR_CODES_SUCCESS) { - return ret; + goto cleanup_do_benchmark; } } @@ -266,11 +382,20 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc pick_next_mem_position(config, state); ret = pick_next_file_position(config, state); if (ret != ERROR_CODES_SUCCESS) { - return ret; + goto cleanup_do_benchmark; } } return ERROR_CODES_SUCCESS; + +cleanup_do_benchmark: + if (config->restrict_free_ram_to != 0) { + for (size_t i=0; i Date: Thu, 22 Feb 2024 15:49:19 +0100 Subject: [PATCH 16/33] asan and udsan for testing --- .../src/c_code/benchmarker_internal.c | 27 ++++++++---- .../src/c_code/benchmarker_internal.h | 2 +- .../src/c_code/sanitizer_tests/.gitignore | 1 + .../src/c_code/sanitizer_tests/Makefile | 22 ++++++++++ .../src/c_code/sanitizer_tests/san_test.c | 41 +++++++++++++++++++ 5 files changed, 84 insertions(+), 9 deletions(-) create mode 100644 blackheap-benchmarker/src/c_code/sanitizer_tests/.gitignore create mode 100644 blackheap-benchmarker/src/c_code/sanitizer_tests/Makefile create mode 100644 blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c index f54f08e..fb187dc 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.c +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -111,7 +111,7 @@ enum error_codes init_file(const struct benchmark_config *config, struct benchma } write_result = write(state->fd, state->buffer, bytes_to_write); - if (bytes_to_write == -1) { + if (write_result == -1) { fprintf(stderr, "Failed to write to \"%s\"\nError: %s\n", config->filepath, strerror(errno)); close(state->fd); return ERROR_CODES_WRITE_FAILED; @@ -134,7 +134,7 @@ enum error_codes init_file(const struct benchmark_config *config, struct benchma close(state->fd); - if (st.st_size != config->file_size_in_bytes) { + if ((long long)st.st_size != (long long)config->file_size_in_bytes) { fprintf( stderr, "Incorrect file size after filling \"%s\". Expected: %zu Actual: %lld\n", @@ -251,7 +251,7 @@ struct allocation_result allocate_memory_until(size_t space_left_in_kib) { /* If it failed, we will clean up... */ if (!was_successful) { - for (size_t i=0; ilast_mem_offset += config->access_size_in_bytes; + + /* Check if we have to wrap */ + if (state->last_mem_offset + config->access_size_in_bytes > config->memory_buffer_in_bytes) { + state->last_mem_offset = 0; + } return; case ACCESS_PATTERN_RANDOM: state->last_mem_offset = ((size_t)rand() * 128) % (config->memory_buffer_in_bytes - config->access_size_in_bytes); @@ -350,6 +355,13 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc enum error_codes ret = ERROR_CODES_SUCCESS; struct allocation_result mallocs; + /* Open fd (closed by cleanup) */ + state->fd = open(config->filepath, O_RDWR, 0644); + if (state->fd == -1) { + fprintf(stderr, "Error opening \"%s\".\nError: %s\n", config->filepath, strerror(errno)); + return ERROR_CODES_OPEN_FAILED; + } + /* restrict memory if configured */ if (config->restrict_free_ram_to != 0) { mallocs = allocate_memory_until(config->restrict_free_ram_to/1024); @@ -371,6 +383,7 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc res = state->io_op(state->fd, state->buffer, config->access_size_in_bytes); clock_gettime(CLOCK_MONOTONIC, &end); + /* did it work? */ if (res != -1) { results->durations[i] = timespec_to_double(&end) - timespec_to_double(&start); @@ -386,11 +399,9 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc } } - return ERROR_CODES_SUCCESS; - cleanup_do_benchmark: if (config->restrict_free_ram_to != 0) { - for (size_t i=0; ifd); free(state->buffer); } @@ -438,7 +449,7 @@ struct benchmark_results benchmark_file(const struct benchmark_config *config) { } /* cleanup */ - do_cleanup(config, &state); + do_cleanup(&state); return results; } diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.h b/blackheap-benchmarker/src/c_code/benchmarker_internal.h index c99f37a..ac8ac5d 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.h +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.h @@ -38,6 +38,6 @@ enum error_codes do_benchmark(const struct benchmark_config *config, struct benc /* do_cleanup is best effort */ -void do_cleanup(const struct benchmark_config *config, struct benchmark_state *state); +void do_cleanup(struct benchmark_state *state); #endif diff --git a/blackheap-benchmarker/src/c_code/sanitizer_tests/.gitignore b/blackheap-benchmarker/src/c_code/sanitizer_tests/.gitignore new file mode 100644 index 0000000..b883f1f --- /dev/null +++ b/blackheap-benchmarker/src/c_code/sanitizer_tests/.gitignore @@ -0,0 +1 @@ +*.exe diff --git a/blackheap-benchmarker/src/c_code/sanitizer_tests/Makefile b/blackheap-benchmarker/src/c_code/sanitizer_tests/Makefile new file mode 100644 index 0000000..36e1d2c --- /dev/null +++ b/blackheap-benchmarker/src/c_code/sanitizer_tests/Makefile @@ -0,0 +1,22 @@ +all: clean build_asan build_ubsan + +clean: + rm *.exe + +build_asan: + clang -Wall -Wextra -fsanitize=address -g san_test.c ../benchmarker_internal.c -o benchmark_test_asan.exe + +build_ubsan: + clang -Wall -Wextra -fsanitize=undefined -g san_test.c ../benchmarker_internal.c -o benchmark_test_ubsan.exe + +run: run_asan run_ubsan + +run_asan: build_asan + echo "Running with AddressSanitizer (ASan)" + ./benchmark_test_asan.exe + +run_ubsan: build_ubsan + echo "Running with UndefinedBehaviorSanitizer (UBSan)" + ./benchmark_test_ubsan.exe + +.PHONY: all clean build_asan build_ubsan run run_asan run_ubsan diff --git a/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c b/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c new file mode 100644 index 0000000..e48cc83 --- /dev/null +++ b/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c @@ -0,0 +1,41 @@ +#include "../benchmarker.h" +#include +#include + +int main() { + /* some cfg */ + struct benchmark_config config = { + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024, + .file_size_in_bytes = 1024 * 10, + .access_size_in_bytes = 128, + .number_of_io_op_tests = 10, + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }; + + struct benchmark_results results = benchmark_file(&config); + + if (results.res == ERROR_CODES_SUCCESS) { + printf("Benchmark completed successfully.\n"); + printf("Results length: %zu\n", results.length); + /* Print a few result durations */ + for (size_t i = 0; i < results.length && i < 3; ++i) { + printf("Duration for operation %zu: %f seconds\n", i, results.durations[i]); + } + } else { + printf("Benchmark failed with error code: %d\n", results.res); + } + + if (results.durations != NULL) { + free(results.durations); + } + + return 0; +} + From ce604743ce5164fbb49c539c1d8face5c6ccde3a Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 16:10:33 +0100 Subject: [PATCH 17/33] more test cases --- .../src/c_code/sanitizer_tests/san_test.c | 148 ++++++++++++++---- 1 file changed, 114 insertions(+), 34 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c b/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c index e48cc83..76ae5a3 100644 --- a/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c +++ b/blackheap-benchmarker/src/c_code/sanitizer_tests/san_test.c @@ -2,40 +2,120 @@ #include #include +void run_benchmark(struct benchmark_config config, const char *description) { + printf("Running benchmark: %s\n", description); + struct benchmark_results results = benchmark_file(&config); + + if (results.res == ERROR_CODES_SUCCESS) { + printf("Benchmark completed successfully.\n"); + printf("Results length: %zu\n", results.length); + /* Print a few result durations */ + for (size_t i = 0; i < results.length && i < 3; ++i) { + printf("Duration for operation %zu: %f seconds\n", i, results.durations[i]); + } + } else { + printf("Benchmark failed with error code: %d\n", results.res); + } + + if (results.durations != NULL) { + free(results.durations); + } + printf("\n"); +} + int main() { - /* some cfg */ - struct benchmark_config config = { - .filepath = "/tmp/test_file.bin", - .memory_buffer_in_bytes = 1024, - .file_size_in_bytes = 1024 * 10, - .access_size_in_bytes = 128, - .number_of_io_op_tests = 10, - .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, - .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, - .is_read_operation = true, - .prepare_file_size = true, - .drop_cache_first = false, - .do_reread = false, - .restrict_free_ram_to = 0 - }; - - struct benchmark_results results = benchmark_file(&config); - - if (results.res == ERROR_CODES_SUCCESS) { - printf("Benchmark completed successfully.\n"); - printf("Results length: %zu\n", results.length); - /* Print a few result durations */ - for (size_t i = 0; i < results.length && i < 3; ++i) { - printf("Duration for operation %zu: %f seconds\n", i, results.durations[i]); - } - } else { - printf("Benchmark failed with error code: %d\n", results.res); - } - - if (results.durations != NULL) { - free(results.durations); - } - - return 0; + run_benchmark((struct benchmark_config){ + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024, + .file_size_in_bytes = 1024 * 10, + .access_size_in_bytes = 128, + .number_of_io_op_tests = 10, + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Simple Test"); + + run_benchmark((struct benchmark_config){ + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024 * 1024 * 512, // 512MB + .file_size_in_bytes = 1024 * 1024 * 1024, // 1GB + .access_size_in_bytes = 1024 * 1024 * 10, // 10MB + .number_of_io_op_tests = 10, + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Handle Large Files"); + + run_benchmark((struct benchmark_config){ + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024 * 512, // 512KB + .file_size_in_bytes = 1024 * 512, // 512KB + .access_size_in_bytes = 1024 * 300, // 300KB + .number_of_io_op_tests = 10, + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Can it handle wrapping (seq)"); + + run_benchmark((struct benchmark_config){ + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024 * 512, // 512KB + .file_size_in_bytes = 1024 * 512, // 512KB + .access_size_in_bytes = 1024 * 300, // 300KB + .number_of_io_op_tests = 10, + .access_pattern_in_memory = ACCESS_PATTERN_RANDOM, + .access_pattern_in_file = ACCESS_PATTERN_RANDOM, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Can it handle wrapping (rnd)"); + + run_benchmark((struct benchmark_config){ + .filepath = "/tmp/test_file.bin", + .memory_buffer_in_bytes = 1024, // 1KB + .file_size_in_bytes = 1024 * 10, // 10KB + .access_size_in_bytes = 1, // 1 byte + .number_of_io_op_tests = 100000, // A lot of accesses + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Many access sizes (test asan for leaks)"); + + run_benchmark((struct benchmark_config){ + .filepath = "/dev/shm/test_file.bin", + .memory_buffer_in_bytes = 1024 * 1024, // 1MB + .file_size_in_bytes = 1024 * 1024 * 10, // 10MB + .access_size_in_bytes = 1024 * 10, // 10KB + .number_of_io_op_tests = 100, // Moderate number of accesses + .access_pattern_in_memory = ACCESS_PATTERN_SEQUENTIAL, + .access_pattern_in_file = ACCESS_PATTERN_SEQUENTIAL, + .is_read_operation = true, + .prepare_file_size = true, + .drop_cache_first = false, + .do_reread = false, + .restrict_free_ram_to = 0 + }, "Memory as filesystem with /dev/shm"); + + remove("/tmp/test_file.bin"); + remove("/dev/shm/test_file.bin"); + return 0; } From 8b5650cb6d7a992024857a906219dc524794323b Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 16:19:25 +0100 Subject: [PATCH 18/33] heap-verflow found with asan --- blackheap-benchmarker/src/c_code/benchmarker_internal.c | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/benchmarker_internal.c b/blackheap-benchmarker/src/c_code/benchmarker_internal.c index fb187dc..4c7618e 100644 --- a/blackheap-benchmarker/src/c_code/benchmarker_internal.c +++ b/blackheap-benchmarker/src/c_code/benchmarker_internal.c @@ -98,8 +98,12 @@ enum error_codes init_file(const struct benchmark_config *config, struct benchma return ERROR_CODES_OPEN_FAILED; } - /* 64k is a good write size */ - const size_t block_size = 64*1024; + /* 64k is a good write size (if our buffer is big enough) */ + size_t block_size = 64*1024; + if (block_size > config->memory_buffer_in_bytes) { + block_size = config->memory_buffer_in_bytes; + } + size_t bytes_written = 0; ssize_t write_result; From e9dca70697c9c8b011d620fdef0cd91d599a7d0b Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 16:39:42 +0100 Subject: [PATCH 19/33] get the C code building --- blackheap-benchmarker/Cargo.toml | 3 +- blackheap-benchmarker/build.rs | 2 +- blackheap-benchmarker/src/c_code/mod.rs | 48 +++++++++++++++++++++++++ 3 files changed, 50 insertions(+), 3 deletions(-) diff --git a/blackheap-benchmarker/Cargo.toml b/blackheap-benchmarker/Cargo.toml index 86aa29f..b7d625d 100644 --- a/blackheap-benchmarker/Cargo.toml +++ b/blackheap-benchmarker/Cargo.toml @@ -3,9 +3,8 @@ name = "blackheap-benchmarker" version = "0.1.0" edition = "2021" -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html - [dependencies] +libc = "0.2" [build-dependencies] cc = "1.0" diff --git a/blackheap-benchmarker/build.rs b/blackheap-benchmarker/build.rs index cf2da00..ee982ea 100644 --- a/blackheap-benchmarker/build.rs +++ b/blackheap-benchmarker/build.rs @@ -1,5 +1,5 @@ fn main() { cc::Build::new() - .file("src/c_code/benchmarker.c") + .file("src/c_code/benchmarker_internal.c") .compile("c_benchmarker"); } diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index dd205bc..6628809 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -1 +1,49 @@ +// needed for autogenerated code by bindgen +#![allow(non_snake_case)] +#![allow(non_upper_case_globals)] +#![allow(non_camel_case_types)] + mod benchmarker; + +use std::ffi::CString; + +use benchmarker::{access_pattern_ACCESS_PATTERN_SEQUENTIAL, benchmark_config, error_codes_ERROR_CODES_SUCCESS}; + +fn run_benchmark() { + let filepath = CString::new("/tmp/test_file.bin").expect("CString::new failed"); + let config = benchmark_config { + filepath: filepath.as_ptr(), + memory_buffer_in_bytes: 1024, + file_size_in_bytes: 1024 * 10, + access_size_in_bytes: 128, + number_of_io_op_tests: 10, + access_pattern_in_memory: access_pattern_ACCESS_PATTERN_SEQUENTIAL, + access_pattern_in_file: access_pattern_ACCESS_PATTERN_SEQUENTIAL, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: false, + do_reread: false, + restrict_free_ram_to: 0, + }; + + unsafe { + let results = benchmarker::benchmark_file(&config); + + if results.res == error_codes_ERROR_CODES_SUCCESS { + println!("Benchmark completed successfully."); + println!("Results length: {}", results.length); + + // Access the durations array + let durations_slice = std::slice::from_raw_parts(results.durations, results.length); + for (i, &duration) in durations_slice.iter().enumerate() { + println!("Duration for operation {}: {} seconds", i, duration); + } + + // Free the durations array allocated by the C code + libc::free(results.durations as *mut libc::c_void); + } else { + println!("Benchmark failed with error code: {:?}", results.res); + } + } +} + From c132139d4843e9d6eb5d9edd40576631c44193eb Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 16:43:08 +0100 Subject: [PATCH 20/33] called C code from Rust! --- blackheap-benchmarker/src/c_code/mod.rs | 2 +- blackheap-benchmarker/src/lib.rs | 3 +++ blackheap/Cargo.toml | 1 + blackheap/src/main.rs | 2 +- 4 files changed, 6 insertions(+), 2 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index 6628809..9f56e47 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -9,7 +9,7 @@ use std::ffi::CString; use benchmarker::{access_pattern_ACCESS_PATTERN_SEQUENTIAL, benchmark_config, error_codes_ERROR_CODES_SUCCESS}; -fn run_benchmark() { +pub fn run_benchmark() { let filepath = CString::new("/tmp/test_file.bin").expect("CString::new failed"); let config = benchmark_config { filepath: filepath.as_ptr(), diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 2523c85..7254808 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -1 +1,4 @@ mod c_code; + +// debug +pub use c_code::run_benchmark; diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index 2baa5ac..ec0b703 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -10,3 +10,4 @@ authors = ["Lars Quentin "] readme = "./README.md" [dependencies] +blackheap-benchmarker = { path = "../blackheap-benchmarker" } diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index fc00573..46a351e 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,5 +1,5 @@ fn main() { - println!("Hello, world!"); + blackheap_benchmarker::run_benchmark(); } #[cfg(test)] From cbc63ddaec943af44f8be6b3032f30977a75db8f Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 17:25:56 +0100 Subject: [PATCH 21/33] provide a high level Rust interface to the C-benchmarker --- blackheap-benchmarker/src/c_code/mod.rs | 45 +------ blackheap-benchmarker/src/lib.rs | 166 +++++++++++++++++++++++- blackheap/src/main.rs | 22 +++- 3 files changed, 186 insertions(+), 47 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index 9f56e47..62d2e80 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -3,47 +3,4 @@ #![allow(non_upper_case_globals)] #![allow(non_camel_case_types)] -mod benchmarker; - -use std::ffi::CString; - -use benchmarker::{access_pattern_ACCESS_PATTERN_SEQUENTIAL, benchmark_config, error_codes_ERROR_CODES_SUCCESS}; - -pub fn run_benchmark() { - let filepath = CString::new("/tmp/test_file.bin").expect("CString::new failed"); - let config = benchmark_config { - filepath: filepath.as_ptr(), - memory_buffer_in_bytes: 1024, - file_size_in_bytes: 1024 * 10, - access_size_in_bytes: 128, - number_of_io_op_tests: 10, - access_pattern_in_memory: access_pattern_ACCESS_PATTERN_SEQUENTIAL, - access_pattern_in_file: access_pattern_ACCESS_PATTERN_SEQUENTIAL, - is_read_operation: true, - prepare_file_size: true, - drop_cache_first: false, - do_reread: false, - restrict_free_ram_to: 0, - }; - - unsafe { - let results = benchmarker::benchmark_file(&config); - - if results.res == error_codes_ERROR_CODES_SUCCESS { - println!("Benchmark completed successfully."); - println!("Results length: {}", results.length); - - // Access the durations array - let durations_slice = std::slice::from_raw_parts(results.durations, results.length); - for (i, &duration) in durations_slice.iter().enumerate() { - println!("Duration for operation {}: {} seconds", i, duration); - } - - // Free the durations array allocated by the C code - libc::free(results.durations as *mut libc::c_void); - } else { - println!("Benchmark failed with error code: {:?}", results.res); - } - } -} - +pub mod benchmarker; diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 7254808..8a3a7b3 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -1,4 +1,166 @@ mod c_code; -// debug -pub use c_code::run_benchmark; +use c_code::benchmarker as b; + +use std::ffi::CString; +use libc::c_char; + + +#[derive(Debug, Clone)] +pub enum AccessPattern { + Const, + Sequential, + Random, +} + +impl AccessPattern { + pub fn to_c_code(&self) -> b::access_pattern { + match self { + Self::Const => b::access_pattern_ACCESS_PATTERN_CONST, + Self::Sequential => b::access_pattern_ACCESS_PATTERN_SEQUENTIAL, + Self::Random => b::access_pattern_ACCESS_PATTERN_RANDOM, + } + } + + pub fn from_c_code(n: b::access_pattern) -> Self { + match n { + b::access_pattern_ACCESS_PATTERN_CONST => Self::Const, + b::access_pattern_ACCESS_PATTERN_SEQUENTIAL => Self::Sequential, + b::access_pattern_ACCESS_PATTERN_RANDOM => Self::Random, + _ => { + panic!("Unknown Access Pattern! Probably forgot to update Rust to C logic"); + } + } + } +} + +#[derive(Debug, Clone)] +pub enum ErrorCodes { + Success, + + /* Linux operations that failed */ + MallocFailed, + OpenFailed, + ReadFailed, + WriteFailed, + LseekFailed, + FsyncFailed, + FstatFailed, + IOOpFailed, + RemoveFailed, + + /* High Level Operations */ + DropPageCacheFailedNoPermissions, + DropPageCacheFailedOther, + IncorrectFileBufferSize, +} + +impl ErrorCodes { + pub fn to_c_code(&self) -> b::error_codes { + match self { + Self::Success => b::error_codes_ERROR_CODES_SUCCESS, + Self::MallocFailed => b::error_codes_ERROR_CODES_MALLOC_FAILED, + Self::OpenFailed => b::error_codes_ERROR_CODES_OPEN_FAILED, + Self::ReadFailed => b::error_codes_ERROR_CODES_READ_FAILED, + Self::WriteFailed => b::error_codes_ERROR_CODES_WRITE_FAILED, + Self::LseekFailed => b::error_codes_ERROR_CODES_LSEEK_FAILED, + Self::FsyncFailed => b::error_codes_ERROR_CODES_FSYNC_FAILED, + Self::FstatFailed => b::error_codes_ERROR_CODES_FSTAT_FAILED, + Self::IOOpFailed => b::error_codes_ERROR_CODES_IO_OP_FAILED, + Self::RemoveFailed => b::error_codes_ERROR_CODES_REMOVE_FAILED, + Self::DropPageCacheFailedNoPermissions => b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS, + Self::DropPageCacheFailedOther => b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER, + Self::IncorrectFileBufferSize => b::error_codes_ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE, + } + } + + pub fn from_c_code(n: b::error_codes) -> Self { + match n { + b::error_codes_ERROR_CODES_SUCCESS => Self::Success, + b::error_codes_ERROR_CODES_MALLOC_FAILED => Self::MallocFailed, + b::error_codes_ERROR_CODES_OPEN_FAILED => Self::OpenFailed, + b::error_codes_ERROR_CODES_READ_FAILED => Self::ReadFailed, + b::error_codes_ERROR_CODES_WRITE_FAILED => Self::WriteFailed, + b::error_codes_ERROR_CODES_LSEEK_FAILED => Self::LseekFailed, + b::error_codes_ERROR_CODES_FSYNC_FAILED => Self::FsyncFailed, + b::error_codes_ERROR_CODES_FSTAT_FAILED => Self::FstatFailed, + b::error_codes_ERROR_CODES_IO_OP_FAILED => Self::IOOpFailed, + b::error_codes_ERROR_CODES_REMOVE_FAILED => Self::RemoveFailed, + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS => Self::DropPageCacheFailedNoPermissions, + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER => Self::DropPageCacheFailedOther, + b::error_codes_ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE => Self::IncorrectFileBufferSize, + _ => panic!("Unknown Error Code! Probably forgot to update Rust to C logic"), + } + } +} + +#[derive(Debug, Clone)] +pub struct BenchmarkConfig { + pub filepath: String, + pub memory_buffer_in_bytes: usize, + pub file_size_in_bytes: usize, + pub access_size_in_bytes: usize, + pub number_of_io_op_tests: usize, + pub access_pattern_in_memory: AccessPattern, + pub access_pattern_in_file: AccessPattern, + pub is_read_operation: bool, + pub prepare_file_size: bool, + pub drop_cache_first: bool, + pub do_reread: bool, + pub restrict_free_ram_to: Option, +} + +impl BenchmarkConfig { + pub fn to_c_code(&self) -> b::benchmark_config { + let filepath_cstr = CString::new(self.filepath.clone()).expect("CString::new failed"); + b::benchmark_config { + filepath: filepath_cstr.into_raw() as *const c_char, + memory_buffer_in_bytes: self.memory_buffer_in_bytes, + file_size_in_bytes: self.file_size_in_bytes, + access_size_in_bytes: self.access_size_in_bytes, + number_of_io_op_tests: self.number_of_io_op_tests, + access_pattern_in_memory: self.access_pattern_in_memory.to_c_code(), + access_pattern_in_file: self.access_pattern_in_file.to_c_code(), + is_read_operation: self.is_read_operation, + prepare_file_size: self.prepare_file_size, + drop_cache_first: self.drop_cache_first, + do_reread: self.do_reread, + restrict_free_ram_to: match self.restrict_free_ram_to { + Some(n) => n, + None => 0, + } + } + } +} + +#[derive(Debug, Clone)] +pub struct BenchmarkResults { + pub res: ErrorCodes, + pub durations: Vec, +} + +impl BenchmarkResults { + unsafe fn from_c_code(c_results: b::benchmark_results) -> Self { + let res = ErrorCodes::from_c_code(c_results.res); + + let durations = if c_results.length > 0 && !c_results.durations.is_null() { + std::slice::from_raw_parts(c_results.durations, c_results.length).to_vec() + } else { + Vec::new() + }; + + libc::free(c_results.durations as *mut libc::c_void); + + BenchmarkResults { res, durations } + } +} + + +pub fn benchmark_file(config: &BenchmarkConfig) -> BenchmarkResults { + let c_config = config.to_c_code(); + let results = unsafe { + let c_results = b::benchmark_file(&c_config); + BenchmarkResults::from_c_code(c_results) + }; + results +} diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 46a351e..6c6af99 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,5 +1,25 @@ +use blackheap_benchmarker::{BenchmarkConfig, AccessPattern}; + fn main() { - blackheap_benchmarker::run_benchmark(); + let cfg = BenchmarkConfig { + filepath: String::from("/tmp/test_file.bin"), + memory_buffer_in_bytes: 1024, + file_size_in_bytes: 1024 * 10, + access_size_in_bytes: 128, + number_of_io_op_tests: 10, + access_pattern_in_memory: AccessPattern::Sequential, + access_pattern_in_file: AccessPattern::Sequential, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: false, + do_reread: false, + restrict_free_ram_to: None + }; + let res = blackheap_benchmarker::benchmark_file(&cfg); + println!("{:?}", res.res); + for val in res.durations { + println!("{}", val); + } } #[cfg(test)] From 8a74bcab164b89681df698675817d5551e9d4b11 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 17:49:10 +0100 Subject: [PATCH 22/33] get CLI parser running + human_panic --- README.md | 16 ++++++--------- blackheap/Cargo.toml | 4 ++++ blackheap/src/main.rs | 48 +++++++++++++++++++++++++++++++++++-------- 3 files changed, 49 insertions(+), 19 deletions(-) diff --git a/README.md b/README.md index 2d9c38f..1c6a60e 100644 --- a/README.md +++ b/README.md @@ -28,17 +28,13 @@ There is a **big recode** right now. But how does one eat an elephant... - [ ] Also provide a standalone binary for the benchmarker? - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) - [ ] Design a high level architecture based on the requirements -- [ ] Start writing the benchmarker - - [x] Figure out how C/Rust interop work with a simple test (do some computations in C, test in Rust) - - [ ] Find a way to have C linting (all warnings, formatter, pedantic C standard) - - [ ] Have a minimal C program that calls all functions - - [ ] Build with `-fsanitize=address,undefined` - - [ ] add `valgrind --leak-check=full` - - [ ] -- [ ] ... +- [x] Finish the benchmarker +- [ ] Finish the Rust Code -- [ ] rewrite docs - - [ ] Check whether there was some information in the old docs that is lost +- [ ] Try to move stuff out of the `bin` into the `lib` crates + +## Issues for when the recode is done +- Add `O_DIRECT` support ## Architecture Cargo workspace with the following crates diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index ec0b703..6170130 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -10,4 +10,8 @@ authors = ["Lars Quentin "] readme = "./README.md" [dependencies] +blackheap-analyzer = { path = "../blackheap-analyzer" } blackheap-benchmarker = { path = "../blackheap-benchmarker" } +blackheap-core = { path = "../blackheap-core" } +clap = { version = "4.5", features = ["derive"] } +human-panic = "1.2.3" diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 6c6af99..9e6d5be 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,6 +1,43 @@ -use blackheap_benchmarker::{BenchmarkConfig, AccessPattern}; +use std::path::PathBuf; + +use clap::{Parser, ValueEnum}; + +#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] +enum Model { + Linear, + ConstantLinear, +} + +/// A blackbox modeller for I/O-classification +#[derive(Parser, Debug)] +#[clap(author, version, about, long_about = None)] +struct Cli { + /// Working directory for all the benchmarks and outputs. + /// Also used to store progress. + to: PathBuf, + + /// Path to where the benchmark should be done + #[clap(short, long, default_value = "/tmp/blackheap_benchmark_test_file.dat")] + file: PathBuf, + + /// Which PredictionModel to use + #[clap(short, long, value_enum, default_value_t = Model::ConstantLinear)] + model: Model, + + /// Drop caches (requires root) + #[clap(long)] + drop_caches: bool, + +} fn main() { + human_panic::setup_panic!(); + let cli = Cli::parse(); + + println!("{:?}", cli); + + /* +use blackheap_benchmarker::{BenchmarkConfig, AccessPattern}; let cfg = BenchmarkConfig { filepath: String::from("/tmp/test_file.bin"), memory_buffer_in_bytes: 1024, @@ -20,12 +57,5 @@ fn main() { for val in res.durations { println!("{}", val); } -} - -#[cfg(test)] -mod tests { - #[test] - fn test_addition() { - assert_eq!(2 + 2, 4); - } + */ } From 04325c76523af5ae526483267db78e7357fad802 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 18:48:57 +0100 Subject: [PATCH 23/33] CLI validation --- blackheap/Cargo.toml | 5 +- blackheap/src/cli.rs | 123 ++++++++++++++++++++++++++++++++++++++++++ blackheap/src/main.rs | 58 +++----------------- 3 files changed, 134 insertions(+), 52 deletions(-) create mode 100644 blackheap/src/cli.rs diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index 6170130..716aa22 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -14,4 +14,7 @@ blackheap-analyzer = { path = "../blackheap-analyzer" } blackheap-benchmarker = { path = "../blackheap-benchmarker" } blackheap-core = { path = "../blackheap-core" } clap = { version = "4.5", features = ["derive"] } -human-panic = "1.2.3" +human-panic = "1.2" +libc = "0.2" +thiserror = "1.0" +uuid = { version = "1.7", features = ["v4", "fast-rng"] } diff --git a/blackheap/src/cli.rs b/blackheap/src/cli.rs new file mode 100644 index 0000000..8fe15b8 --- /dev/null +++ b/blackheap/src/cli.rs @@ -0,0 +1,123 @@ +use std::{path::{PathBuf, Path}, io, fs::{self, File}}; + +use clap::{Parser, ValueEnum}; +use thiserror::Error; +use uuid::Uuid; + + +#[derive(Error, Debug)] +pub enum CliError { + #[error("Roor privileges are required for dropping caches")] + RootRequired, + + #[error("Directory \"{0}\" does not exist and could not be created")] + CannotCreateDirectory(PathBuf), + + #[error("Path \"{0}\" is not a directory")] + NotADirectory(PathBuf), + + #[error("Directory \"{0}\" is not writable")] + DirectoryNotWritable(PathBuf), + + #[error("File \"{0}\" already exists and can not be deleted")] + CannotDeleteFile(PathBuf), + + #[error("File \"{0}\" could not be created")] + CannotCreateFile(PathBuf), + + #[error("{0}")] + IoError(#[from] io::Error), +} + +fn is_root() -> bool { + let euid = unsafe { libc::geteuid() }; + euid == 0 +} + +fn validate_output_directory(dir: &Path) -> Result<(), CliError> { + /* + The output directory is invalid if one of the following is true + - the path does not exist and cant be created + - the path exists but is not a directory + - the path exists, is a directory but not writable + */ + + if !dir.exists() { + fs::create_dir_all(dir).map_err(|_| CliError::CannotCreateDirectory(dir.to_path_buf()))?; + } + + if !dir.is_dir() { + return Err(CliError::NotADirectory(dir.to_path_buf())); + } + + /* use a unique name to not destroy anything */ + let test_file = { + let mut test_file; + loop { + test_file = dir.join(Uuid::new_v4().to_string()); + if !test_file.exists() { + break; + } + } + test_file + }; + File::create(&test_file).and_then(|_| fs::remove_file(&test_file)) + .map_err(|_| CliError::DirectoryNotWritable(dir.to_path_buf()))?; + + Ok(()) +} + +fn validate_benchmark_file(file: &Path) -> Result<(), CliError> { + /* + The benchmark file is invalid if + - it doesnt exist and cannot be created + - it cannot be removed + */ + if !file.exists() { + File::create(file).map_err(|_| CliError::CannotCreateFile(file.to_path_buf()))?; + } + + fs::remove_file(file).map_err(|_| CliError::CannotDeleteFile(file.to_path_buf()))?; + + Ok(()) +} + +pub fn validate_cli(cli: &Cli) -> Result<(), CliError> { + if cli.drop_caches && !is_root() { + return Err(CliError::RootRequired); + } + + validate_output_directory(&cli.to)?; + validate_benchmark_file(&cli.file)?; + + Ok(()) +} + +#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] +enum Model { + Linear, + ConstantLinear, +} + +/// A blackbox modeller for I/O-classification +#[derive(Parser, Debug)] +#[clap(author, version, about, long_about = None)] +pub struct Cli { + /// Output directory for all the benchmarks and results. + /// Also used to store progress. + to: PathBuf, + + /// Path to where the benchmark should be done + #[clap(short, long, default_value = "/tmp/blackheap_benchmark_test_file.dat")] + file: PathBuf, + + /// Which PredictionModel to use + #[clap(short, long, value_enum, default_value_t = Model::ConstantLinear)] + model: Model, + + /// Drop caches (requires root) + #[clap(long)] + drop_caches: bool, + +} + diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 9e6d5be..dd94807 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,61 +1,17 @@ -use std::path::PathBuf; +use crate::cli::Cli; -use clap::{Parser, ValueEnum}; +use clap::Parser; -#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] -enum Model { - Linear, - ConstantLinear, -} - -/// A blackbox modeller for I/O-classification -#[derive(Parser, Debug)] -#[clap(author, version, about, long_about = None)] -struct Cli { - /// Working directory for all the benchmarks and outputs. - /// Also used to store progress. - to: PathBuf, - - /// Path to where the benchmark should be done - #[clap(short, long, default_value = "/tmp/blackheap_benchmark_test_file.dat")] - file: PathBuf, - - /// Which PredictionModel to use - #[clap(short, long, value_enum, default_value_t = Model::ConstantLinear)] - model: Model, - - /// Drop caches (requires root) - #[clap(long)] - drop_caches: bool, +mod cli; -} fn main() { human_panic::setup_panic!(); let cli = Cli::parse(); - println!("{:?}", cli); - - /* -use blackheap_benchmarker::{BenchmarkConfig, AccessPattern}; - let cfg = BenchmarkConfig { - filepath: String::from("/tmp/test_file.bin"), - memory_buffer_in_bytes: 1024, - file_size_in_bytes: 1024 * 10, - access_size_in_bytes: 128, - number_of_io_op_tests: 10, - access_pattern_in_memory: AccessPattern::Sequential, - access_pattern_in_file: AccessPattern::Sequential, - is_read_operation: true, - prepare_file_size: true, - drop_cache_first: false, - do_reread: false, - restrict_free_ram_to: None - }; - let res = blackheap_benchmarker::benchmark_file(&cfg); - println!("{:?}", res.res); - for val in res.durations { - println!("{}", val); + if let Err(e) = cli::validate_cli(&cli) { + println!("{:?}", e); } - */ + + println!("{:?}", cli); } From 3aece393069f9a57b1cc2cdc144aed2a81964dfa Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Thu, 22 Feb 2024 19:19:16 +0100 Subject: [PATCH 24/33] set up logging --- blackheap-core/Cargo.toml | 3 --- blackheap/Cargo.toml | 2 ++ blackheap/src/main.rs | 6 +++++- 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/blackheap-core/Cargo.toml b/blackheap-core/Cargo.toml index a2bee95..641e391 100644 --- a/blackheap-core/Cargo.toml +++ b/blackheap-core/Cargo.toml @@ -3,6 +3,3 @@ name = "blackheap-core" version = "0.1.0" edition = "2021" -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html - -[dependencies] diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index 716aa22..7d436a6 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -17,4 +17,6 @@ clap = { version = "4.5", features = ["derive"] } human-panic = "1.2" libc = "0.2" thiserror = "1.0" +tracing = "0.1" +tracing-subscriber = "0.3" uuid = { version = "1.7", features = ["v4", "fast-rng"] } diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index dd94807..1250d07 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,5 +1,7 @@ use crate::cli::Cli; +use tracing::info; + use clap::Parser; mod cli; @@ -7,8 +9,10 @@ mod cli; fn main() { human_panic::setup_panic!(); - let cli = Cli::parse(); + tracing_subscriber::fmt::init(); + info!("Parsing and validating CLI"); + let cli = Cli::parse(); if let Err(e) = cli::validate_cli(&cli) { println!("{:?}", e); } From 4efc9ad4744789c9bddbd57069cd362f73a1581f Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 12:58:25 +0100 Subject: [PATCH 25/33] progress tracking structure --- blackheap/Cargo.toml | 2 + blackheap/src/assets/mod.rs | 1 + blackheap/src/assets/progress.rs | 109 +++++++++++++++++++++++++ blackheap/src/cli.rs | 16 ++-- blackheap/src/main.rs | 135 ++++++++++++++++++++++++++++++- 5 files changed, 252 insertions(+), 11 deletions(-) create mode 100644 blackheap/src/assets/mod.rs create mode 100644 blackheap/src/assets/progress.rs diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index 7d436a6..56324b5 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -16,7 +16,9 @@ blackheap-core = { path = "../blackheap-core" } clap = { version = "4.5", features = ["derive"] } human-panic = "1.2" libc = "0.2" +serde = { version = "1.0", features = ["derive"] } thiserror = "1.0" +toml = "0.8" tracing = "0.1" tracing-subscriber = "0.3" uuid = { version = "1.7", features = ["v4", "fast-rng"] } diff --git a/blackheap/src/assets/mod.rs b/blackheap/src/assets/mod.rs new file mode 100644 index 0000000..efd2180 --- /dev/null +++ b/blackheap/src/assets/mod.rs @@ -0,0 +1 @@ +mod progress; diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs new file mode 100644 index 0000000..897a645 --- /dev/null +++ b/blackheap/src/assets/progress.rs @@ -0,0 +1,109 @@ +use serde::{Deserialize, Serialize}; +use std::{collections::HashMap, fs}; +use thiserror::Error; + +use crate::{BenchmarkScenario, Benchmark}; + +const VERSION_NUMBER: u32 = 1; + +#[derive(Error, Debug)] +pub enum ProgressError { + #[error("Serialization failed with: {0}")] + SerializeError(#[from] toml::ser::Error), + + #[error("Deserialization failed with: {0}")] + DeserializeError(#[from] toml::de::Error), + + + #[error("IO failed with: {0}")] + IOError(#[from] std::io::Error), +} + +#[derive(Serialize, Deserialize, Debug, PartialEq)] +struct Meta { + version: u32, +} + +#[derive(Debug, PartialEq, Eq, Hash, Clone, Serialize, Deserialize)] +enum Operation { + Read, + Write, +} + +impl ToString for Operation { + fn to_string(&self) -> String { + match self { + Operation::Read => "read".to_string(), + Operation::Write => "write".to_string(), + } + } +} + +#[derive(Serialize, Deserialize, Debug, PartialEq)] +struct BenchmarkStatus { + done: bool, + #[serde(rename = "access-sizes-done")] + access_sizes_done: Vec, + #[serde(rename = "access-sizes-missing")] + access_sizes_missing: Vec, +} + + +#[derive(Serialize, Deserialize, Debug, PartialEq)] +struct BenchmarkProgressToml { + meta: Meta, + benchmarks: HashMap>, +} + + +impl BenchmarkProgressToml { + pub fn new_from_benchmarks(benchmarks: &[Benchmark], access_sizes: &[u32]) -> Self { + let mut benchmarks_map: HashMap> = HashMap::new(); + + for benchmark in benchmarks { + let operation = if benchmark.config.is_read_operation { + Operation::Read + } else { + Operation::Write + }; + + let status = BenchmarkStatus { + done: false, + access_sizes_done: vec![], + access_sizes_missing: access_sizes.to_vec(), + }; + + let scenario_map = benchmarks_map.entry(benchmark.scenario).or_insert_with(HashMap::new); + scenario_map.insert(operation, status); + } + + BenchmarkProgressToml { + meta: Meta { version: VERSION_NUMBER }, + benchmarks: benchmarks_map, + } + } + + pub fn get_missing_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { + let operation = match b.config.is_read_operation { + True => Operation::Read, + False => Operation::Write, + }; + + self.benchmarks.get(&b.scenario) + .and_then(|scenario_map| scenario_map.get(&operation)) + .map(|status| status.access_sizes_missing.as_slice()) + } + + + pub fn to_file(&self, path: &str) -> Result<(), ProgressError> { + let toml_str = toml::to_string(&self)?; + fs::write(path, &toml_str)?; + Ok(()) + } + + pub fn from_file(path: &str) -> Result { + let toml_str = fs::read_to_string(path)?; + let toml: BenchmarkProgressToml = toml::from_str(&toml_str)?; + Ok(toml) + } +} diff --git a/blackheap/src/cli.rs b/blackheap/src/cli.rs index 8fe15b8..282383e 100644 --- a/blackheap/src/cli.rs +++ b/blackheap/src/cli.rs @@ -1,10 +1,13 @@ -use std::{path::{PathBuf, Path}, io, fs::{self, File}}; +use std::{ + fs::{self, File}, + io, + path::{Path, PathBuf}, +}; use clap::{Parser, ValueEnum}; use thiserror::Error; use uuid::Uuid; - #[derive(Error, Debug)] pub enum CliError { #[error("Roor privileges are required for dropping caches")] @@ -41,7 +44,7 @@ fn validate_output_directory(dir: &Path) -> Result<(), CliError> { - the path exists but is not a directory - the path exists, is a directory but not writable */ - + if !dir.exists() { fs::create_dir_all(dir).map_err(|_| CliError::CannotCreateDirectory(dir.to_path_buf()))?; } @@ -61,7 +64,8 @@ fn validate_output_directory(dir: &Path) -> Result<(), CliError> { } test_file }; - File::create(&test_file).and_then(|_| fs::remove_file(&test_file)) + File::create(&test_file) + .and_then(|_| fs::remove_file(&test_file)) .map_err(|_| CliError::DirectoryNotWritable(dir.to_path_buf()))?; Ok(()) @@ -69,7 +73,7 @@ fn validate_output_directory(dir: &Path) -> Result<(), CliError> { fn validate_benchmark_file(file: &Path) -> Result<(), CliError> { /* - The benchmark file is invalid if + The benchmark file is invalid if - it doesnt exist and cannot be created - it cannot be removed */ @@ -118,6 +122,4 @@ pub struct Cli { /// Drop caches (requires root) #[clap(long)] drop_caches: bool, - } - diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 1250d07..ea963b4 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,21 +1,148 @@ use crate::cli::Cli; -use tracing::info; - +use blackheap_benchmarker::{AccessPattern, BenchmarkConfig}; use clap::Parser; +use serde::{Serialize, Deserialize}; +use tracing::{debug, error, info}; +mod assets; mod cli; +#[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)] +pub enum BenchmarkScenario { + RandomUncached, + SameOffset, +} + +impl ToString for BenchmarkScenario { + fn to_string(&self) -> String { + match self { + BenchmarkScenario::SameOffset => "SameOffset".to_string(), + BenchmarkScenario::RandomUncached => "RandomUncached".to_string(), + } + } +} + +#[derive(Debug, Clone)] +struct Benchmark { + scenario: BenchmarkScenario, + config: BenchmarkConfig, +} + +impl Benchmark { + pub fn get_all_benchmarks( + root: bool, + file_path: &str, + ) -> Vec { + vec![ + Self::new_random_uncached_read(file_path, root), + Self::new_random_uncached_write(file_path, root), + Self::new_same_offset_read(file_path), + Self::new_same_offset_write(file_path), + ] + } + + pub fn new_random_uncached_read(file_path: &str, root: bool) -> Self { + Benchmark { + scenario: BenchmarkScenario::RandomUncached, + config: BenchmarkConfig { + filepath: file_path.to_string(), + memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, + file_size_in_bytes: 25 * 1024 * 1024 * 1024, + access_size_in_bytes: 4 * 1024, /* any random value */ + number_of_io_op_tests: 1000, + access_pattern_in_memory: AccessPattern::Random, + access_pattern_in_file: AccessPattern::Random, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: root, + do_reread: false, + restrict_free_ram_to: None, + }, + } + } + + pub fn new_random_uncached_write(file_path: &str, root: bool) -> Self { + Benchmark { + scenario: BenchmarkScenario::RandomUncached, + config: { + let mut config = Self::new_random_uncached_read(file_path, root).config; + config.is_read_operation = false; + config + }, + } + } + + pub fn new_same_offset_read(file_path: &str) -> Self { + Benchmark { + scenario: BenchmarkScenario::SameOffset, + config: BenchmarkConfig { + filepath: file_path.to_string(), + memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, + file_size_in_bytes: 25 * 1024 * 1024 * 1024, + access_size_in_bytes: 4 * 1024, /* any random value */ + number_of_io_op_tests: 1000, + access_pattern_in_memory: AccessPattern::Const, + access_pattern_in_file: AccessPattern::Const, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: false, + do_reread: true, + restrict_free_ram_to: None, + }, + } + } + + pub fn new_same_offset_write(file_path: &str) -> Self { + Benchmark { + scenario: BenchmarkScenario::SameOffset, + config: { + let mut config = Self::new_same_offset_read(file_path).config; + config.is_read_operation = false; + config + }, + } + } +} fn main() { + /* Init boilerplate */ human_panic::setup_panic!(); tracing_subscriber::fmt::init(); + /* CLI parsing */ info!("Parsing and validating CLI"); let cli = Cli::parse(); + debug!("{:?}", &cli); if let Err(e) = cli::validate_cli(&cli) { - println!("{:?}", e); + error!("{:?}", e); + std::process::exit(1); } - println!("{:?}", cli); + /* Create folder / Load old data */ + + /* + Old Logic: + - Create output folder + - dump static files + - Create a vector of all performance benchmarks + - For all benchmarks: + - if not `analyze_only` run and save the benchmark + - run the analysis + - dump all to file + - model.json + - iofs.csv + */ + + /* + New Logic: + - try loading previous data => into Option<> + - if not, create progress file (in toml) + - run all benchmarks one by one + - update afterwards + - start analysis + - TODO if the plotting libraries arent good enough dump a python script in there + - lin reg should still be done in here + - Maybe do that in general? + */ } From 2995c6e9f5c2457f95d91fc2d6b17bea638dea48 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 14:02:07 +0100 Subject: [PATCH 26/33] load the previous progress --- blackheap/src/assets/mod.rs | 2 +- blackheap/src/assets/progress.rs | 18 ++++++++++++++--- blackheap/src/cli.rs | 8 ++++---- blackheap/src/main.rs | 34 ++++++++++++++++++++++++++++---- 4 files changed, 50 insertions(+), 12 deletions(-) diff --git a/blackheap/src/assets/mod.rs b/blackheap/src/assets/mod.rs index efd2180..eaa01bb 100644 --- a/blackheap/src/assets/mod.rs +++ b/blackheap/src/assets/mod.rs @@ -1 +1 @@ -mod progress; +pub mod progress; diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs index 897a645..d9e11e2 100644 --- a/blackheap/src/assets/progress.rs +++ b/blackheap/src/assets/progress.rs @@ -5,6 +5,7 @@ use thiserror::Error; use crate::{BenchmarkScenario, Benchmark}; const VERSION_NUMBER: u32 = 1; +pub const FILE_NAME: &str = "BlackheapProgress.toml"; #[derive(Error, Debug)] pub enum ProgressError { @@ -50,7 +51,7 @@ struct BenchmarkStatus { #[derive(Serialize, Deserialize, Debug, PartialEq)] -struct BenchmarkProgressToml { +pub struct BenchmarkProgressToml { meta: Meta, benchmarks: HashMap>, } @@ -83,10 +84,21 @@ impl BenchmarkProgressToml { } } + pub fn get_done_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { + let operation = match b.config.is_read_operation { + true => Operation::Read, + false => Operation::Write, + }; + + self.benchmarks.get(&b.scenario) + .and_then(|scenario_map| scenario_map.get(&operation)) + .map(|status| status.access_sizes_done.as_slice()) + } + pub fn get_missing_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { let operation = match b.config.is_read_operation { - True => Operation::Read, - False => Operation::Write, + true => Operation::Read, + false => Operation::Write, }; self.benchmarks.get(&b.scenario) diff --git a/blackheap/src/cli.rs b/blackheap/src/cli.rs index 282383e..8b68f36 100644 --- a/blackheap/src/cli.rs +++ b/blackheap/src/cli.rs @@ -109,17 +109,17 @@ enum Model { pub struct Cli { /// Output directory for all the benchmarks and results. /// Also used to store progress. - to: PathBuf, + pub to: PathBuf, /// Path to where the benchmark should be done #[clap(short, long, default_value = "/tmp/blackheap_benchmark_test_file.dat")] - file: PathBuf, + pub file: PathBuf, /// Which PredictionModel to use #[clap(short, long, value_enum, default_value_t = Model::ConstantLinear)] - model: Model, + pub model: Model, /// Drop caches (requires root) #[clap(long)] - drop_caches: bool, + pub drop_caches: bool, } diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index ea963b4..70b5da3 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,5 +1,8 @@ +use std::{collections::HashMap, io, path::{Path, PathBuf}}; + use crate::cli::Cli; +use assets::progress::{BenchmarkProgressToml, ProgressError, FILE_NAME}; use blackheap_benchmarker::{AccessPattern, BenchmarkConfig}; use clap::Parser; use serde::{Serialize, Deserialize}; @@ -8,6 +11,8 @@ use tracing::{debug, error, info}; mod assets; mod cli; +const ACCESS_SIZES: [u32; 24] = [2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216]; + #[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)] pub enum BenchmarkScenario { RandomUncached, @@ -27,6 +32,7 @@ impl ToString for BenchmarkScenario { struct Benchmark { scenario: BenchmarkScenario, config: BenchmarkConfig, + results: HashMap> } impl Benchmark { @@ -59,6 +65,7 @@ impl Benchmark { do_reread: false, restrict_free_ram_to: None, }, + results: HashMap::new(), } } @@ -70,6 +77,7 @@ impl Benchmark { config.is_read_operation = false; config }, + results: HashMap::new(), } } @@ -90,6 +98,7 @@ impl Benchmark { do_reread: true, restrict_free_ram_to: None, }, + results: HashMap::new(), } } @@ -101,10 +110,27 @@ impl Benchmark { config.is_read_operation = false; config }, + results: HashMap::new(), } } } +fn load_or_create_progress(directory_path: &Path, benchmarks: &[Benchmark]) -> Result { + let mut full_path = PathBuf::from(directory_path); + full_path.push(FILE_NAME); + + /* If it does not exist, create a new one based on our benchmarks */ + if !full_path.exists() { + let toml = BenchmarkProgressToml::new_from_benchmarks(benchmarks, &ACCESS_SIZES); + toml.to_file(full_path.to_str().unwrap())?; + return Ok(toml); + } + + /* If it does exist, try to parse it */ + let toml = BenchmarkProgressToml::from_file(full_path.to_str().unwrap())?; + Ok(toml) +} + fn main() { /* Init boilerplate */ human_panic::setup_panic!(); @@ -119,8 +145,10 @@ fn main() { std::process::exit(1); } - /* Create folder / Load old data */ - + /* Load previous results */ + let benchmarks = Benchmark::get_all_benchmarks(cli.drop_caches, cli.file.to_str().unwrap()); + let progress = load_or_create_progress(&cli.to, &benchmarks); + /* Old Logic: - Create output folder @@ -136,8 +164,6 @@ fn main() { /* New Logic: - - try loading previous data => into Option<> - - if not, create progress file (in toml) - run all benchmarks one by one - update afterwards - start analysis From eebcd4bbc90a69f2965be2f66f4250515181fe87 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 15:34:18 +0100 Subject: [PATCH 27/33] add the benchmarking procedure in main program --- blackheap-benchmarker/src/lib.rs | 2 +- blackheap/src/assets/progress.rs | 44 +++++++----- blackheap/src/main.rs | 115 ++++++++++++++++++++++++------- 3 files changed, 118 insertions(+), 43 deletions(-) diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 8a3a7b3..e707bf0 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -34,7 +34,7 @@ impl AccessPattern { } } -#[derive(Debug, Clone)] +#[derive(Debug, Clone, PartialEq, Eq)] pub enum ErrorCodes { Success, diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs index d9e11e2..d6fd9d1 100644 --- a/blackheap/src/assets/progress.rs +++ b/blackheap/src/assets/progress.rs @@ -20,13 +20,13 @@ pub enum ProgressError { IOError(#[from] std::io::Error), } -#[derive(Serialize, Deserialize, Debug, PartialEq)] +#[derive(Clone, Serialize, Deserialize, Debug, PartialEq)] struct Meta { version: u32, } #[derive(Debug, PartialEq, Eq, Hash, Clone, Serialize, Deserialize)] -enum Operation { +pub enum Operation { Read, Write, } @@ -40,7 +40,17 @@ impl ToString for Operation { } } -#[derive(Serialize, Deserialize, Debug, PartialEq)] +impl Operation { + pub fn from_is_read_op(b: bool) -> Self { + if b { + Self::Read + } else { + Self::Write + } + } +} + +#[derive(Clone, Serialize, Deserialize, Debug, PartialEq)] struct BenchmarkStatus { done: bool, #[serde(rename = "access-sizes-done")] @@ -50,7 +60,7 @@ struct BenchmarkStatus { } -#[derive(Serialize, Deserialize, Debug, PartialEq)] +#[derive(Clone, Serialize, Deserialize, Debug, PartialEq)] pub struct BenchmarkProgressToml { meta: Meta, benchmarks: HashMap>, @@ -62,11 +72,7 @@ impl BenchmarkProgressToml { let mut benchmarks_map: HashMap> = HashMap::new(); for benchmark in benchmarks { - let operation = if benchmark.config.is_read_operation { - Operation::Read - } else { - Operation::Write - }; + let operation = Operation::from_is_read_op(benchmark.config.is_read_operation); let status = BenchmarkStatus { done: false, @@ -85,10 +91,7 @@ impl BenchmarkProgressToml { } pub fn get_done_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { - let operation = match b.config.is_read_operation { - true => Operation::Read, - false => Operation::Write, - }; + let operation = Operation::from_is_read_op(b.config.is_read_operation); self.benchmarks.get(&b.scenario) .and_then(|scenario_map| scenario_map.get(&operation)) @@ -96,16 +99,23 @@ impl BenchmarkProgressToml { } pub fn get_missing_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { - let operation = match b.config.is_read_operation { - true => Operation::Read, - false => Operation::Write, - }; + let operation = Operation::from_is_read_op(b.config.is_read_operation); self.benchmarks.get(&b.scenario) .and_then(|scenario_map| scenario_map.get(&operation)) .map(|status| status.access_sizes_missing.as_slice()) } + pub fn update_access_sizes_done(&mut self, b: &Benchmark, access_size: u32) { + if let Some(operation_hashmap) = self.benchmarks.get_mut(&b.scenario) { + let operation = Operation::from_is_read_op(b.config.is_read_operation); + if let Some(status) = operation_hashmap.get_mut(&operation) { + status.access_sizes_done.push(access_size); + status.access_sizes_missing.retain(|&size| size != access_size); + } + } + } + pub fn to_file(&self, path: &str) -> Result<(), ProgressError> { let toml_str = toml::to_string(&self)?; diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 70b5da3..83ef8dc 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,12 +1,13 @@ -use std::{collections::HashMap, io, path::{Path, PathBuf}}; +use std::{collections::HashMap, io, path::{Path, PathBuf}, fs}; -use crate::cli::Cli; +use crate::{cli::Cli, assets::progress::Operation}; use assets::progress::{BenchmarkProgressToml, ProgressError, FILE_NAME}; -use blackheap_benchmarker::{AccessPattern, BenchmarkConfig}; +use blackheap_benchmarker::{AccessPattern, BenchmarkConfig, ErrorCodes, BenchmarkResults}; use clap::Parser; use serde::{Serialize, Deserialize}; use tracing::{debug, error, info}; +use tracing_subscriber::fmt::layer; mod assets; mod cli; @@ -121,6 +122,7 @@ fn load_or_create_progress(directory_path: &Path, benchmarks: &[Benchmark]) -> R /* If it does not exist, create a new one based on our benchmarks */ if !full_path.exists() { + info!("No previous results were found. Creating new ones"); let toml = BenchmarkProgressToml::new_from_benchmarks(benchmarks, &ACCESS_SIZES); toml.to_file(full_path.to_str().unwrap())?; return Ok(toml); @@ -128,9 +130,44 @@ fn load_or_create_progress(directory_path: &Path, benchmarks: &[Benchmark]) -> R /* If it does exist, try to parse it */ let toml = BenchmarkProgressToml::from_file(full_path.to_str().unwrap())?; + info!("Previous results loaded"); Ok(toml) } +fn save_and_update_progress( + b: &Benchmark, + access_size: u32, + results: &BenchmarkResults, + cli: &Cli, + progress: &mut BenchmarkProgressToml +) -> Result<(), ProgressError> { + let operation = Operation::from_is_read_op(b.config.is_read_operation).to_string(); + let file_path = format!( + "{}/{}/{}/{}.txt", + cli.to.to_str().unwrap(), + b.scenario.to_string(), + operation, + access_size + ); + + /* we save it as newline seperated f64s */ + let durations_str = results.durations.iter() + .map(|d| d.to_string()) + .collect::>() + .join("\n"); + + /* save the file */ + fs::write(&file_path, &durations_str)?; + + /* Update the progress */ + progress.update_access_sizes_done(b, access_size); + + let progress_file_path = format!("{}/{}", cli.to.to_str().unwrap(), &FILE_NAME); + progress.to_file(&progress_file_path)?; + + Ok(()) +} + fn main() { /* Init boilerplate */ human_panic::setup_panic!(); @@ -146,29 +183,57 @@ fn main() { } /* Load previous results */ + info!("Trying to load previous results"); let benchmarks = Benchmark::get_all_benchmarks(cli.drop_caches, cli.file.to_str().unwrap()); let progress = load_or_create_progress(&cli.to, &benchmarks); + if let Err(e) = progress { + error!("{:?}", e); + std::process::exit(1); + } + let mut progress = progress.unwrap(); + + /* The actual benchmarking */ + for b in benchmarks.iter() { + /* Which access sizes do we still have to do? */ + let missing_access_sizes = { + let tmp_progress = progress.clone(); + tmp_progress.get_missing_access_sizes(&b).map(|slice| slice.to_vec()) + }; + if None == missing_access_sizes { + info!("Benchmark {:?} ({:?}) already computed", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation)); + continue; + } + let missing_access_sizes: Vec = missing_access_sizes.unwrap(); + info!("Benchmark {:?} ({:?}): Missing Access Sizes: {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), &missing_access_sizes); + + /* Do a benchmark for each access size */ + for access_size in missing_access_sizes { + /* Set the access size */ + let mut config = b.config.clone(); + config.access_size_in_bytes = access_size as usize; + + /* Run the benchmark */ + info!("Running {:?} ({:?}): Access Sizes: {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), access_size); + let results = blackheap_benchmarker::benchmark_file(&config); + if results.res != ErrorCodes::Success { + info!("Error {:?} ({:?}): Access Sizes: {:?} failed with {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), access_size, &results.res); + } + + /* Save the result; update and save the progress struct */ + info!("Saving the results"); + let res = save_and_update_progress(&b, access_size, &results, &cli, &mut progress); + if let Err(e) = res { + error!("{:?}", e); + std::process::exit(1); + } + } + } + + /* Do the regression for all benchmarks */ + + /* Save the regression (should be part of impl Model) */ + + /* Dump all assets for Analysis */ - /* - Old Logic: - - Create output folder - - dump static files - - Create a vector of all performance benchmarks - - For all benchmarks: - - if not `analyze_only` run and save the benchmark - - run the analysis - - dump all to file - - model.json - - iofs.csv - */ - - /* - New Logic: - - run all benchmarks one by one - - update afterwards - - start analysis - - TODO if the plotting libraries arent good enough dump a python script in there - - lin reg should still be done in here - - Maybe do that in general? - */ + /* Print out how to use the assets, refer to the README */ } From dec7ca960dde34af76b5c6923faf1c0eabb319d7 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 15:34:42 +0100 Subject: [PATCH 28/33] fmt --- blackheap-benchmarker/src/lib.rs | 22 ++++++---- blackheap/src/assets/progress.rs | 29 +++++++------ blackheap/src/main.rs | 73 +++++++++++++++++++++++--------- 3 files changed, 83 insertions(+), 41 deletions(-) diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index e707bf0..4000e23 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -2,9 +2,8 @@ mod c_code; use c_code::benchmarker as b; -use std::ffi::CString; use libc::c_char; - +use std::ffi::CString; #[derive(Debug, Clone)] pub enum AccessPattern { @@ -68,8 +67,12 @@ impl ErrorCodes { Self::FstatFailed => b::error_codes_ERROR_CODES_FSTAT_FAILED, Self::IOOpFailed => b::error_codes_ERROR_CODES_IO_OP_FAILED, Self::RemoveFailed => b::error_codes_ERROR_CODES_REMOVE_FAILED, - Self::DropPageCacheFailedNoPermissions => b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS, - Self::DropPageCacheFailedOther => b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER, + Self::DropPageCacheFailedNoPermissions => { + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS + } + Self::DropPageCacheFailedOther => { + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER + } Self::IncorrectFileBufferSize => b::error_codes_ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE, } } @@ -86,8 +89,12 @@ impl ErrorCodes { b::error_codes_ERROR_CODES_FSTAT_FAILED => Self::FstatFailed, b::error_codes_ERROR_CODES_IO_OP_FAILED => Self::IOOpFailed, b::error_codes_ERROR_CODES_REMOVE_FAILED => Self::RemoveFailed, - b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS => Self::DropPageCacheFailedNoPermissions, - b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER => Self::DropPageCacheFailedOther, + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_NO_PERMISSIONS => { + Self::DropPageCacheFailedNoPermissions + } + b::error_codes_ERROR_CODES_DROP_PAGE_CACHE_FAILED_OTHER => { + Self::DropPageCacheFailedOther + } b::error_codes_ERROR_CODES_INCORRECT_FILE_BUFFER_SIZE => Self::IncorrectFileBufferSize, _ => panic!("Unknown Error Code! Probably forgot to update Rust to C logic"), } @@ -128,7 +135,7 @@ impl BenchmarkConfig { restrict_free_ram_to: match self.restrict_free_ram_to { Some(n) => n, None => 0, - } + }, } } } @@ -155,7 +162,6 @@ impl BenchmarkResults { } } - pub fn benchmark_file(config: &BenchmarkConfig) -> BenchmarkResults { let c_config = config.to_c_code(); let results = unsafe { diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs index d6fd9d1..adfeaca 100644 --- a/blackheap/src/assets/progress.rs +++ b/blackheap/src/assets/progress.rs @@ -2,7 +2,7 @@ use serde::{Deserialize, Serialize}; use std::{collections::HashMap, fs}; use thiserror::Error; -use crate::{BenchmarkScenario, Benchmark}; +use crate::{Benchmark, BenchmarkScenario}; const VERSION_NUMBER: u32 = 1; pub const FILE_NAME: &str = "BlackheapProgress.toml"; @@ -15,7 +15,6 @@ pub enum ProgressError { #[error("Deserialization failed with: {0}")] DeserializeError(#[from] toml::de::Error), - #[error("IO failed with: {0}")] IOError(#[from] std::io::Error), } @@ -59,17 +58,16 @@ struct BenchmarkStatus { access_sizes_missing: Vec, } - #[derive(Clone, Serialize, Deserialize, Debug, PartialEq)] pub struct BenchmarkProgressToml { meta: Meta, benchmarks: HashMap>, } - impl BenchmarkProgressToml { pub fn new_from_benchmarks(benchmarks: &[Benchmark], access_sizes: &[u32]) -> Self { - let mut benchmarks_map: HashMap> = HashMap::new(); + let mut benchmarks_map: HashMap> = + HashMap::new(); for benchmark in benchmarks { let operation = Operation::from_is_read_op(benchmark.config.is_read_operation); @@ -80,12 +78,16 @@ impl BenchmarkProgressToml { access_sizes_missing: access_sizes.to_vec(), }; - let scenario_map = benchmarks_map.entry(benchmark.scenario).or_insert_with(HashMap::new); + let scenario_map = benchmarks_map + .entry(benchmark.scenario) + .or_insert_with(HashMap::new); scenario_map.insert(operation, status); } BenchmarkProgressToml { - meta: Meta { version: VERSION_NUMBER }, + meta: Meta { + version: VERSION_NUMBER, + }, benchmarks: benchmarks_map, } } @@ -93,15 +95,17 @@ impl BenchmarkProgressToml { pub fn get_done_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { let operation = Operation::from_is_read_op(b.config.is_read_operation); - self.benchmarks.get(&b.scenario) + self.benchmarks + .get(&b.scenario) .and_then(|scenario_map| scenario_map.get(&operation)) .map(|status| status.access_sizes_done.as_slice()) } - + pub fn get_missing_access_sizes(&self, b: &Benchmark) -> Option<&[u32]> { let operation = Operation::from_is_read_op(b.config.is_read_operation); - self.benchmarks.get(&b.scenario) + self.benchmarks + .get(&b.scenario) .and_then(|scenario_map| scenario_map.get(&operation)) .map(|status| status.access_sizes_missing.as_slice()) } @@ -111,12 +115,13 @@ impl BenchmarkProgressToml { let operation = Operation::from_is_read_op(b.config.is_read_operation); if let Some(status) = operation_hashmap.get_mut(&operation) { status.access_sizes_done.push(access_size); - status.access_sizes_missing.retain(|&size| size != access_size); + status + .access_sizes_missing + .retain(|&size| size != access_size); } } } - pub fn to_file(&self, path: &str) -> Result<(), ProgressError> { let toml_str = toml::to_string(&self)?; fs::write(path, &toml_str)?; diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 83ef8dc..6060808 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,18 +1,25 @@ -use std::{collections::HashMap, io, path::{Path, PathBuf}, fs}; +use std::{ + collections::HashMap, + fs, io, + path::{Path, PathBuf}, +}; -use crate::{cli::Cli, assets::progress::Operation}; +use crate::{assets::progress::Operation, cli::Cli}; use assets::progress::{BenchmarkProgressToml, ProgressError, FILE_NAME}; -use blackheap_benchmarker::{AccessPattern, BenchmarkConfig, ErrorCodes, BenchmarkResults}; +use blackheap_benchmarker::{AccessPattern, BenchmarkConfig, BenchmarkResults, ErrorCodes}; use clap::Parser; -use serde::{Serialize, Deserialize}; +use serde::{Deserialize, Serialize}; use tracing::{debug, error, info}; use tracing_subscriber::fmt::layer; mod assets; mod cli; -const ACCESS_SIZES: [u32; 24] = [2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216]; +const ACCESS_SIZES: [u32; 24] = [ + 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, + 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216, +]; #[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)] pub enum BenchmarkScenario { @@ -33,14 +40,11 @@ impl ToString for BenchmarkScenario { struct Benchmark { scenario: BenchmarkScenario, config: BenchmarkConfig, - results: HashMap> + results: HashMap>, } impl Benchmark { - pub fn get_all_benchmarks( - root: bool, - file_path: &str, - ) -> Vec { + pub fn get_all_benchmarks(root: bool, file_path: &str) -> Vec { vec![ Self::new_random_uncached_read(file_path, root), Self::new_random_uncached_write(file_path, root), @@ -116,7 +120,10 @@ impl Benchmark { } } -fn load_or_create_progress(directory_path: &Path, benchmarks: &[Benchmark]) -> Result { +fn load_or_create_progress( + directory_path: &Path, + benchmarks: &[Benchmark], +) -> Result { let mut full_path = PathBuf::from(directory_path); full_path.push(FILE_NAME); @@ -139,7 +146,7 @@ fn save_and_update_progress( access_size: u32, results: &BenchmarkResults, cli: &Cli, - progress: &mut BenchmarkProgressToml + progress: &mut BenchmarkProgressToml, ) -> Result<(), ProgressError> { let operation = Operation::from_is_read_op(b.config.is_read_operation).to_string(); let file_path = format!( @@ -151,7 +158,9 @@ fn save_and_update_progress( ); /* we save it as newline seperated f64s */ - let durations_str = results.durations.iter() + let durations_str = results + .durations + .iter() .map(|d| d.to_string()) .collect::>() .join("\n"); @@ -197,14 +206,25 @@ fn main() { /* Which access sizes do we still have to do? */ let missing_access_sizes = { let tmp_progress = progress.clone(); - tmp_progress.get_missing_access_sizes(&b).map(|slice| slice.to_vec()) + tmp_progress + .get_missing_access_sizes(&b) + .map(|slice| slice.to_vec()) }; if None == missing_access_sizes { - info!("Benchmark {:?} ({:?}) already computed", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation)); + info!( + "Benchmark {:?} ({:?}) already computed", + &b.scenario, + Operation::from_is_read_op(b.config.is_read_operation) + ); continue; } let missing_access_sizes: Vec = missing_access_sizes.unwrap(); - info!("Benchmark {:?} ({:?}): Missing Access Sizes: {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), &missing_access_sizes); + info!( + "Benchmark {:?} ({:?}): Missing Access Sizes: {:?}", + &b.scenario, + Operation::from_is_read_op(b.config.is_read_operation), + &missing_access_sizes + ); /* Do a benchmark for each access size */ for access_size in missing_access_sizes { @@ -213,11 +233,22 @@ fn main() { config.access_size_in_bytes = access_size as usize; /* Run the benchmark */ - info!("Running {:?} ({:?}): Access Sizes: {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), access_size); + info!( + "Running {:?} ({:?}): Access Sizes: {:?}", + &b.scenario, + Operation::from_is_read_op(b.config.is_read_operation), + access_size + ); let results = blackheap_benchmarker::benchmark_file(&config); if results.res != ErrorCodes::Success { - info!("Error {:?} ({:?}): Access Sizes: {:?} failed with {:?}", &b.scenario, Operation::from_is_read_op(b.config.is_read_operation), access_size, &results.res); - } + info!( + "Error {:?} ({:?}): Access Sizes: {:?} failed with {:?}", + &b.scenario, + Operation::from_is_read_op(b.config.is_read_operation), + access_size, + &results.res + ); + } /* Save the result; update and save the progress struct */ info!("Saving the results"); @@ -230,10 +261,10 @@ fn main() { } /* Do the regression for all benchmarks */ - + /* Save the regression (should be part of impl Model) */ /* Dump all assets for Analysis */ - + /* Print out how to use the assets, refer to the README */ } From f2e9fd030911393afb0f941bbdb513dd6d513d15 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 15:47:08 +0100 Subject: [PATCH 29/33] restructure files out of main.rs --- Cargo.toml | 3 +- blackheap-analyzer/Cargo.toml | 8 -- blackheap-analyzer/src/lib.rs | 14 --- blackheap/Cargo.toml | 1 - blackheap/src/assets/progress.rs | 2 +- blackheap/src/benchmark.rs | 172 +++++++++++++++++++++++++++++ blackheap/src/main.rs | 179 ++----------------------------- 7 files changed, 180 insertions(+), 199 deletions(-) delete mode 100644 blackheap-analyzer/Cargo.toml delete mode 100644 blackheap-analyzer/src/lib.rs create mode 100644 blackheap/src/benchmark.rs diff --git a/Cargo.toml b/Cargo.toml index c989cad..ebb0e6d 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -3,8 +3,7 @@ members = [ "blackheap", "blackheap-benchmarker", - "blackheap-core", - "blackheap-analyzer" + "blackheap-core" ] resolver = "2" diff --git a/blackheap-analyzer/Cargo.toml b/blackheap-analyzer/Cargo.toml deleted file mode 100644 index 5c4100d..0000000 --- a/blackheap-analyzer/Cargo.toml +++ /dev/null @@ -1,8 +0,0 @@ -[package] -name = "blackheap-analyzer" -version = "0.1.0" -edition = "2021" - -# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html - -[dependencies] diff --git a/blackheap-analyzer/src/lib.rs b/blackheap-analyzer/src/lib.rs deleted file mode 100644 index 7d12d9a..0000000 --- a/blackheap-analyzer/src/lib.rs +++ /dev/null @@ -1,14 +0,0 @@ -pub fn add(left: usize, right: usize) -> usize { - left + right -} - -#[cfg(test)] -mod tests { - use super::*; - - #[test] - fn it_works() { - let result = add(2, 2); - assert_eq!(result, 4); - } -} diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index 56324b5..cdfbc12 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -10,7 +10,6 @@ authors = ["Lars Quentin "] readme = "./README.md" [dependencies] -blackheap-analyzer = { path = "../blackheap-analyzer" } blackheap-benchmarker = { path = "../blackheap-benchmarker" } blackheap-core = { path = "../blackheap-core" } clap = { version = "4.5", features = ["derive"] } diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs index adfeaca..c1320f1 100644 --- a/blackheap/src/assets/progress.rs +++ b/blackheap/src/assets/progress.rs @@ -2,7 +2,7 @@ use serde::{Deserialize, Serialize}; use std::{collections::HashMap, fs}; use thiserror::Error; -use crate::{Benchmark, BenchmarkScenario}; +use crate::benchmark::{Benchmark, BenchmarkScenario}; const VERSION_NUMBER: u32 = 1; pub const FILE_NAME: &str = "BlackheapProgress.toml"; diff --git a/blackheap/src/benchmark.rs b/blackheap/src/benchmark.rs new file mode 100644 index 0000000..f037f45 --- /dev/null +++ b/blackheap/src/benchmark.rs @@ -0,0 +1,172 @@ +use crate::assets::progress::Operation; +use crate::assets::progress::{BenchmarkProgressToml, ProgressError, FILE_NAME}; +use crate::cli::Cli; +use blackheap_benchmarker::{AccessPattern, BenchmarkConfig, BenchmarkResults}; +use serde::{Deserialize, Serialize}; +use std::{ + collections::HashMap, + fs, + path::{Path, PathBuf}, +}; +use tracing::info; + +const ACCESS_SIZES: [u32; 24] = [ + 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, + 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216, +]; + +#[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)] +pub enum BenchmarkScenario { + RandomUncached, + SameOffset, +} + +impl ToString for BenchmarkScenario { + fn to_string(&self) -> String { + match self { + BenchmarkScenario::SameOffset => "SameOffset".to_string(), + BenchmarkScenario::RandomUncached => "RandomUncached".to_string(), + } + } +} + +#[derive(Debug, Clone)] +pub struct Benchmark { + pub scenario: BenchmarkScenario, + pub config: BenchmarkConfig, + pub results: HashMap>, +} + +impl Benchmark { + pub fn get_all_benchmarks(root: bool, file_path: &str) -> Vec { + vec![ + Self::new_random_uncached_read(file_path, root), + Self::new_random_uncached_write(file_path, root), + Self::new_same_offset_read(file_path), + Self::new_same_offset_write(file_path), + ] + } + + pub fn new_random_uncached_read(file_path: &str, root: bool) -> Self { + Benchmark { + scenario: BenchmarkScenario::RandomUncached, + config: BenchmarkConfig { + filepath: file_path.to_string(), + memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, + file_size_in_bytes: 25 * 1024 * 1024 * 1024, + access_size_in_bytes: 4 * 1024, /* any random value */ + number_of_io_op_tests: 1000, + access_pattern_in_memory: AccessPattern::Random, + access_pattern_in_file: AccessPattern::Random, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: root, + do_reread: false, + restrict_free_ram_to: None, + }, + results: HashMap::new(), + } + } + + pub fn new_random_uncached_write(file_path: &str, root: bool) -> Self { + Benchmark { + scenario: BenchmarkScenario::RandomUncached, + config: { + let mut config = Self::new_random_uncached_read(file_path, root).config; + config.is_read_operation = false; + config + }, + results: HashMap::new(), + } + } + + pub fn new_same_offset_read(file_path: &str) -> Self { + Benchmark { + scenario: BenchmarkScenario::SameOffset, + config: BenchmarkConfig { + filepath: file_path.to_string(), + memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, + file_size_in_bytes: 25 * 1024 * 1024 * 1024, + access_size_in_bytes: 4 * 1024, /* any random value */ + number_of_io_op_tests: 1000, + access_pattern_in_memory: AccessPattern::Const, + access_pattern_in_file: AccessPattern::Const, + is_read_operation: true, + prepare_file_size: true, + drop_cache_first: false, + do_reread: true, + restrict_free_ram_to: None, + }, + results: HashMap::new(), + } + } + + pub fn new_same_offset_write(file_path: &str) -> Self { + Benchmark { + scenario: BenchmarkScenario::SameOffset, + config: { + let mut config = Self::new_same_offset_read(file_path).config; + config.is_read_operation = false; + config + }, + results: HashMap::new(), + } + } +} + +pub fn load_or_create_progress( + directory_path: &Path, + benchmarks: &[Benchmark], +) -> Result { + let mut full_path = PathBuf::from(directory_path); + full_path.push(FILE_NAME); + + /* If it does not exist, create a new one based on our benchmarks */ + if !full_path.exists() { + info!("No previous results were found. Creating new ones"); + let toml = BenchmarkProgressToml::new_from_benchmarks(benchmarks, &ACCESS_SIZES); + toml.to_file(full_path.to_str().unwrap())?; + return Ok(toml); + } + + /* If it does exist, try to parse it */ + let toml = BenchmarkProgressToml::from_file(full_path.to_str().unwrap())?; + info!("Previous results loaded"); + Ok(toml) +} + +pub fn save_and_update_progress( + b: &Benchmark, + access_size: u32, + results: &BenchmarkResults, + cli: &Cli, + progress: &mut BenchmarkProgressToml, +) -> Result<(), ProgressError> { + let operation = Operation::from_is_read_op(b.config.is_read_operation).to_string(); + let file_path = format!( + "{}/{}/{}/{}.txt", + cli.to.to_str().unwrap(), + b.scenario.to_string(), + operation, + access_size + ); + + /* we save it as newline seperated f64s */ + let durations_str = results + .durations + .iter() + .map(|d| d.to_string()) + .collect::>() + .join("\n"); + + /* save the file */ + fs::write(&file_path, &durations_str)?; + + /* Update the progress */ + progress.update_access_sizes_done(b, access_size); + + let progress_file_path = format!("{}/{}", cli.to.to_str().unwrap(), &FILE_NAME); + progress.to_file(&progress_file_path)?; + + Ok(()) +} diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 6060808..965a3f3 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -1,182 +1,14 @@ -use std::{ - collections::HashMap, - fs, io, - path::{Path, PathBuf}, -}; - use crate::{assets::progress::Operation, cli::Cli}; -use assets::progress::{BenchmarkProgressToml, ProgressError, FILE_NAME}; -use blackheap_benchmarker::{AccessPattern, BenchmarkConfig, BenchmarkResults, ErrorCodes}; +use benchmark::Benchmark; +use blackheap_benchmarker::ErrorCodes; use clap::Parser; -use serde::{Deserialize, Serialize}; use tracing::{debug, error, info}; -use tracing_subscriber::fmt::layer; mod assets; +mod benchmark; mod cli; -const ACCESS_SIZES: [u32; 24] = [ - 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, - 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216, -]; - -#[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)] -pub enum BenchmarkScenario { - RandomUncached, - SameOffset, -} - -impl ToString for BenchmarkScenario { - fn to_string(&self) -> String { - match self { - BenchmarkScenario::SameOffset => "SameOffset".to_string(), - BenchmarkScenario::RandomUncached => "RandomUncached".to_string(), - } - } -} - -#[derive(Debug, Clone)] -struct Benchmark { - scenario: BenchmarkScenario, - config: BenchmarkConfig, - results: HashMap>, -} - -impl Benchmark { - pub fn get_all_benchmarks(root: bool, file_path: &str) -> Vec { - vec![ - Self::new_random_uncached_read(file_path, root), - Self::new_random_uncached_write(file_path, root), - Self::new_same_offset_read(file_path), - Self::new_same_offset_write(file_path), - ] - } - - pub fn new_random_uncached_read(file_path: &str, root: bool) -> Self { - Benchmark { - scenario: BenchmarkScenario::RandomUncached, - config: BenchmarkConfig { - filepath: file_path.to_string(), - memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, - file_size_in_bytes: 25 * 1024 * 1024 * 1024, - access_size_in_bytes: 4 * 1024, /* any random value */ - number_of_io_op_tests: 1000, - access_pattern_in_memory: AccessPattern::Random, - access_pattern_in_file: AccessPattern::Random, - is_read_operation: true, - prepare_file_size: true, - drop_cache_first: root, - do_reread: false, - restrict_free_ram_to: None, - }, - results: HashMap::new(), - } - } - - pub fn new_random_uncached_write(file_path: &str, root: bool) -> Self { - Benchmark { - scenario: BenchmarkScenario::RandomUncached, - config: { - let mut config = Self::new_random_uncached_read(file_path, root).config; - config.is_read_operation = false; - config - }, - results: HashMap::new(), - } - } - - pub fn new_same_offset_read(file_path: &str) -> Self { - Benchmark { - scenario: BenchmarkScenario::SameOffset, - config: BenchmarkConfig { - filepath: file_path.to_string(), - memory_buffer_in_bytes: 4 * 1024 * 1024 * 1024, - file_size_in_bytes: 25 * 1024 * 1024 * 1024, - access_size_in_bytes: 4 * 1024, /* any random value */ - number_of_io_op_tests: 1000, - access_pattern_in_memory: AccessPattern::Const, - access_pattern_in_file: AccessPattern::Const, - is_read_operation: true, - prepare_file_size: true, - drop_cache_first: false, - do_reread: true, - restrict_free_ram_to: None, - }, - results: HashMap::new(), - } - } - - pub fn new_same_offset_write(file_path: &str) -> Self { - Benchmark { - scenario: BenchmarkScenario::SameOffset, - config: { - let mut config = Self::new_same_offset_read(file_path).config; - config.is_read_operation = false; - config - }, - results: HashMap::new(), - } - } -} - -fn load_or_create_progress( - directory_path: &Path, - benchmarks: &[Benchmark], -) -> Result { - let mut full_path = PathBuf::from(directory_path); - full_path.push(FILE_NAME); - - /* If it does not exist, create a new one based on our benchmarks */ - if !full_path.exists() { - info!("No previous results were found. Creating new ones"); - let toml = BenchmarkProgressToml::new_from_benchmarks(benchmarks, &ACCESS_SIZES); - toml.to_file(full_path.to_str().unwrap())?; - return Ok(toml); - } - - /* If it does exist, try to parse it */ - let toml = BenchmarkProgressToml::from_file(full_path.to_str().unwrap())?; - info!("Previous results loaded"); - Ok(toml) -} - -fn save_and_update_progress( - b: &Benchmark, - access_size: u32, - results: &BenchmarkResults, - cli: &Cli, - progress: &mut BenchmarkProgressToml, -) -> Result<(), ProgressError> { - let operation = Operation::from_is_read_op(b.config.is_read_operation).to_string(); - let file_path = format!( - "{}/{}/{}/{}.txt", - cli.to.to_str().unwrap(), - b.scenario.to_string(), - operation, - access_size - ); - - /* we save it as newline seperated f64s */ - let durations_str = results - .durations - .iter() - .map(|d| d.to_string()) - .collect::>() - .join("\n"); - - /* save the file */ - fs::write(&file_path, &durations_str)?; - - /* Update the progress */ - progress.update_access_sizes_done(b, access_size); - - let progress_file_path = format!("{}/{}", cli.to.to_str().unwrap(), &FILE_NAME); - progress.to_file(&progress_file_path)?; - - Ok(()) -} - fn main() { /* Init boilerplate */ human_panic::setup_panic!(); @@ -194,7 +26,7 @@ fn main() { /* Load previous results */ info!("Trying to load previous results"); let benchmarks = Benchmark::get_all_benchmarks(cli.drop_caches, cli.file.to_str().unwrap()); - let progress = load_or_create_progress(&cli.to, &benchmarks); + let progress = benchmark::load_or_create_progress(&cli.to, &benchmarks); if let Err(e) = progress { error!("{:?}", e); std::process::exit(1); @@ -252,7 +84,8 @@ fn main() { /* Save the result; update and save the progress struct */ info!("Saving the results"); - let res = save_and_update_progress(&b, access_size, &results, &cli, &mut progress); + let res = + benchmark::save_and_update_progress(&b, access_size, &results, &cli, &mut progress); if let Err(e) = res { error!("{:?}", e); std::process::exit(1); From 6e4cad720e0f72e4de340209b961478a45078e96 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 15:58:25 +0100 Subject: [PATCH 30/33] clippy + fmt benchmarker --- blackheap-benchmarker/src/c_code/mod.rs | 1 + blackheap-benchmarker/src/lib.rs | 11 ++++------- 2 files changed, 5 insertions(+), 7 deletions(-) diff --git a/blackheap-benchmarker/src/c_code/mod.rs b/blackheap-benchmarker/src/c_code/mod.rs index 62d2e80..51431c8 100644 --- a/blackheap-benchmarker/src/c_code/mod.rs +++ b/blackheap-benchmarker/src/c_code/mod.rs @@ -2,5 +2,6 @@ #![allow(non_snake_case)] #![allow(non_upper_case_globals)] #![allow(non_camel_case_types)] +#![allow(dead_code)] pub mod benchmarker; diff --git a/blackheap-benchmarker/src/lib.rs b/blackheap-benchmarker/src/lib.rs index 4000e23..601dea0 100644 --- a/blackheap-benchmarker/src/lib.rs +++ b/blackheap-benchmarker/src/lib.rs @@ -132,10 +132,7 @@ impl BenchmarkConfig { prepare_file_size: self.prepare_file_size, drop_cache_first: self.drop_cache_first, do_reread: self.do_reread, - restrict_free_ram_to: match self.restrict_free_ram_to { - Some(n) => n, - None => 0, - }, + restrict_free_ram_to: self.restrict_free_ram_to.unwrap_or(0), } } } @@ -164,9 +161,9 @@ impl BenchmarkResults { pub fn benchmark_file(config: &BenchmarkConfig) -> BenchmarkResults { let c_config = config.to_c_code(); - let results = unsafe { + + unsafe { let c_results = b::benchmark_file(&c_config); BenchmarkResults::from_c_code(c_results) - }; - results + } } From 8cb97f81f5092e578c70c2e891338427dffca095 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 16:02:49 +0100 Subject: [PATCH 31/33] clippy + fmt blackheap --- blackheap/src/assets/progress.rs | 12 +++++------- blackheap/src/benchmark.rs | 2 +- blackheap/src/cli.rs | 2 +- blackheap/src/main.rs | 6 +++--- 4 files changed, 10 insertions(+), 12 deletions(-) diff --git a/blackheap/src/assets/progress.rs b/blackheap/src/assets/progress.rs index c1320f1..4ad81b3 100644 --- a/blackheap/src/assets/progress.rs +++ b/blackheap/src/assets/progress.rs @@ -10,13 +10,13 @@ pub const FILE_NAME: &str = "BlackheapProgress.toml"; #[derive(Error, Debug)] pub enum ProgressError { #[error("Serialization failed with: {0}")] - SerializeError(#[from] toml::ser::Error), + Serialize(#[from] toml::ser::Error), #[error("Deserialization failed with: {0}")] - DeserializeError(#[from] toml::de::Error), + Deserialize(#[from] toml::de::Error), #[error("IO failed with: {0}")] - IOError(#[from] std::io::Error), + IO(#[from] std::io::Error), } #[derive(Clone, Serialize, Deserialize, Debug, PartialEq)] @@ -78,9 +78,7 @@ impl BenchmarkProgressToml { access_sizes_missing: access_sizes.to_vec(), }; - let scenario_map = benchmarks_map - .entry(benchmark.scenario) - .or_insert_with(HashMap::new); + let scenario_map = benchmarks_map.entry(benchmark.scenario).or_default(); scenario_map.insert(operation, status); } @@ -124,7 +122,7 @@ impl BenchmarkProgressToml { pub fn to_file(&self, path: &str) -> Result<(), ProgressError> { let toml_str = toml::to_string(&self)?; - fs::write(path, &toml_str)?; + fs::write(path, toml_str)?; Ok(()) } diff --git a/blackheap/src/benchmark.rs b/blackheap/src/benchmark.rs index f037f45..d27c139 100644 --- a/blackheap/src/benchmark.rs +++ b/blackheap/src/benchmark.rs @@ -160,7 +160,7 @@ pub fn save_and_update_progress( .join("\n"); /* save the file */ - fs::write(&file_path, &durations_str)?; + fs::write(file_path, durations_str)?; /* Update the progress */ progress.update_access_sizes_done(b, access_size); diff --git a/blackheap/src/cli.rs b/blackheap/src/cli.rs index 8b68f36..48a495d 100644 --- a/blackheap/src/cli.rs +++ b/blackheap/src/cli.rs @@ -98,7 +98,7 @@ pub fn validate_cli(cli: &Cli) -> Result<(), CliError> { } #[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, ValueEnum, Debug)] -enum Model { +pub enum Model { Linear, ConstantLinear, } diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 965a3f3..731fd9e 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -39,10 +39,10 @@ fn main() { let missing_access_sizes = { let tmp_progress = progress.clone(); tmp_progress - .get_missing_access_sizes(&b) + .get_missing_access_sizes(b) .map(|slice| slice.to_vec()) }; - if None == missing_access_sizes { + if missing_access_sizes.is_none() { info!( "Benchmark {:?} ({:?}) already computed", &b.scenario, @@ -85,7 +85,7 @@ fn main() { /* Save the result; update and save the progress struct */ info!("Saving the results"); let res = - benchmark::save_and_update_progress(&b, access_size, &results, &cli, &mut progress); + benchmark::save_and_update_progress(b, access_size, &results, &cli, &mut progress); if let Err(e) = res { error!("{:?}", e); std::process::exit(1); From c347f05fd0a20c405a0714f9d9470254ae5d8506 Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 16:41:26 +0100 Subject: [PATCH 32/33] finish the benchmarker; no analysis yet --- Cargo.toml | 3 +-- blackheap-core/Cargo.toml | 5 ----- blackheap-core/src/lib.rs | 14 -------------- blackheap/Cargo.toml | 3 ++- blackheap/assets/AnalysisTool.ipynb | 1 + blackheap/assets/README.md | 1 + blackheap/src/assets/mod.rs | 29 +++++++++++++++++++++++++++++ blackheap/src/main.rs | 11 +++++++---- 8 files changed, 41 insertions(+), 26 deletions(-) delete mode 100644 blackheap-core/Cargo.toml delete mode 100644 blackheap-core/src/lib.rs create mode 100644 blackheap/assets/AnalysisTool.ipynb create mode 100644 blackheap/assets/README.md diff --git a/Cargo.toml b/Cargo.toml index ebb0e6d..29d4ec7 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -2,8 +2,7 @@ members = [ "blackheap", - "blackheap-benchmarker", - "blackheap-core" + "blackheap-benchmarker" ] resolver = "2" diff --git a/blackheap-core/Cargo.toml b/blackheap-core/Cargo.toml deleted file mode 100644 index 641e391..0000000 --- a/blackheap-core/Cargo.toml +++ /dev/null @@ -1,5 +0,0 @@ -[package] -name = "blackheap-core" -version = "0.1.0" -edition = "2021" - diff --git a/blackheap-core/src/lib.rs b/blackheap-core/src/lib.rs deleted file mode 100644 index 7d12d9a..0000000 --- a/blackheap-core/src/lib.rs +++ /dev/null @@ -1,14 +0,0 @@ -pub fn add(left: usize, right: usize) -> usize { - left + right -} - -#[cfg(test)] -mod tests { - use super::*; - - #[test] - fn it_works() { - let result = add(2, 2); - assert_eq!(result, 4); - } -} diff --git a/blackheap/Cargo.toml b/blackheap/Cargo.toml index cdfbc12..e16d050 100644 --- a/blackheap/Cargo.toml +++ b/blackheap/Cargo.toml @@ -11,10 +11,11 @@ readme = "./README.md" [dependencies] blackheap-benchmarker = { path = "../blackheap-benchmarker" } -blackheap-core = { path = "../blackheap-core" } clap = { version = "4.5", features = ["derive"] } human-panic = "1.2" +lazy_static = "1.4" libc = "0.2" +linregress = "0.5" serde = { version = "1.0", features = ["derive"] } thiserror = "1.0" toml = "0.8" diff --git a/blackheap/assets/AnalysisTool.ipynb b/blackheap/assets/AnalysisTool.ipynb new file mode 100644 index 0000000..3b94f91 --- /dev/null +++ b/blackheap/assets/AnalysisTool.ipynb @@ -0,0 +1 @@ +Placeholder diff --git a/blackheap/assets/README.md b/blackheap/assets/README.md new file mode 100644 index 0000000..13ffe42 --- /dev/null +++ b/blackheap/assets/README.md @@ -0,0 +1 @@ +# README blackheap results diff --git a/blackheap/src/assets/mod.rs b/blackheap/src/assets/mod.rs index eaa01bb..b8d76a5 100644 --- a/blackheap/src/assets/mod.rs +++ b/blackheap/src/assets/mod.rs @@ -1 +1,30 @@ +use std::fs::File; +use std::io::{self, Write}; +use std::collections::HashMap; +use std::path::Path; + +use lazy_static::lazy_static; + pub mod progress; + +const README: &[u8; 27] = include_bytes!("../../assets/README.md"); +const JUPYTER_NOTEBOOK: &[u8; 12] = include_bytes!("../../assets/AnalysisTool.ipynb"); + +lazy_static! { + static ref FILES: HashMap = { + let mut map = HashMap::new(); + map.insert(String::from("README.md"), &README[..]); + map.insert(String::from("AnalysisTool.ipynb"), &JUPYTER_NOTEBOOK[..]); + map + }; +} + +pub fn dump_assets(dir: &Path) -> io::Result<()> { + for (filename, bytes) in FILES.iter() { + let file_path = dir.join(filename); + + let mut file = File::create(file_path)?; + file.write_all(bytes)?; + } + Ok(()) +} diff --git a/blackheap/src/main.rs b/blackheap/src/main.rs index 731fd9e..e5b3947 100644 --- a/blackheap/src/main.rs +++ b/blackheap/src/main.rs @@ -93,11 +93,14 @@ fn main() { } } - /* Do the regression for all benchmarks */ - - /* Save the regression (should be part of impl Model) */ - /* Dump all assets for Analysis */ + info!("Saving all assets info {:?}", cli.to); + let res = assets::dump_assets(&cli.to); + if let Err(e) = res { + error!("{:?}", e); + std::process::exit(1); + } /* Print out how to use the assets, refer to the README */ + info!("Benchmark ran successfully! See the README for how to run the automated, Python-based analysis."); } From d2e3d5de36cbd7a2cc906f7a7da0c0d4afea1b1f Mon Sep 17 00:00:00 2001 From: Lars Quentin Date: Fri, 23 Feb 2024 16:43:21 +0100 Subject: [PATCH 33/33] readme notice --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 1c6a60e..aac525a 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ # Blackheap +# BIG RECODE, `old-v0` is the old branch + This tool creates a performance model of your I/O speed and further allows to predict future preformance. ## Note