From 3f9e6979110d85754def5d45e809febcd4684062 Mon Sep 17 00:00:00 2001 From: Yip Coekjan Date: Fri, 28 Nov 2025 23:00:14 +0800 Subject: [PATCH] =?UTF-8?q?Add=2006=20"=E8=96=9B=E4=B8=81=E8=B1=AA=20?= =?UTF-8?q?=E5=8F=B6=E7=84=AF=E4=BB=81=20=E5=BC=A0=E6=98=8E=E6=98=8E"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../src/.gitattributes" | 2 + .../src/.github/workflows/ci.yml" | 21 + .../src/.github/workflows/fuzz.yml" | 47 + .../src/.gitignore" | 3 + .../src/.python-version" | 1 + .../src/.vscode/settings.json" | 8 + .../src/README.EN.md" | 71 + .../src/README.md" | 72 + .../src/algorithms.py" | 890 ++ .../src/bin/compare" | 1 + .../src/bin/data-gen" | 1 + .../src/bin/migrate" | 1 + .../src/bin/run-comparison" | 41 + .../src/bin/run-fuzzing" | 74 + .../src/bin/run-tests" | 61 + .../src/bin/solve" | 1 + .../src/bin/toolkit" | 1 + .../src/bin/validate" | 1 + .../src/bin/visualise" | 1 + .../src/comparator.py" | 101 + 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\350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/intervals.py" create mode 100644 "2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/test_intervals.py" create mode 100644 "2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/uv.lock" create mode 100644 "2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/validator.py" create mode 100644 "2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/visualizer.py" create mode 100644 "2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/\347\255\224\350\276\251.pdf" diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitattributes" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitattributes" new file mode 100644 index 0000000..866626b --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitattributes" @@ -0,0 +1,2 @@ +tests/*.in binary +tests/*.best linguist-generated=true diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/ci.yml" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/ci.yml" new file mode 100644 index 0000000..5d7cc92 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/ci.yml" @@ -0,0 +1,21 @@ +name: Continuous Integration + +on: + push: + branches: [main] + pull_request: + workflow_dispatch: + +jobs: + test: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v5 + - uses: astral-sh/setup-uv@v7 + - name: Install dependencies + run: uv sync + - name: Build the official checker + run: make -C official-checker + - name: Run tests + run: CHECKER=$(realpath official-checker/checker) bin/run-tests diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/fuzz.yml" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/fuzz.yml" new file mode 100644 index 0000000..2a3908a --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.github/workflows/fuzz.yml" @@ -0,0 +1,47 @@ +name: Fuzzing + +on: + workflow_dispatch: + +jobs: + test: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v5 + - uses: astral-sh/setup-uv@v7 + - name: Install dependencies + run: uv sync + - name: Build the official checker + run: make -C official-checker + - name: Run fuzzing tests + id: fuzzing + continue-on-error: true + run: CHECKER=$(realpath official-checker/checker) bin/run-fuzzing + - name: Collect untracked test cases + if: steps.fuzzing.outcome == 'failure' + run: | + # Find all untracked gen*.in files in tests/ + git ls-files --others --exclude-standard tests/gen*.in > /tmp/untracked-tests.txt + if [ -s /tmp/untracked-tests.txt ]; then + echo "Found untracked test cases:" + cat /tmp/untracked-tests.txt + # Create a directory to store untracked files + mkdir -p /tmp/failed-cases + while IFS= read -r file; do + cp "$file" /tmp/failed-cases/ + done < /tmp/untracked-tests.txt + else + echo "No untracked test cases found" + fi + - name: Upload failed test cases + if: steps.fuzzing.outcome == 'failure' + uses: actions/upload-artifact@v4 + with: + name: fuzzing-failed-cases + path: /tmp/failed-cases/ + if-no-files-found: warn + retention-days: 30 + - name: Fail if fuzzing failed + if: steps.fuzzing.outcome == 'failure' + run: exit 1 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitignore" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitignore" new file mode 100644 index 0000000..23fb475 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.gitignore" @@ -0,0 +1,3 @@ +__pycache__/ +.venv/ + diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.python-version" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.python-version" new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.python-version" @@ -0,0 +1 @@ +3.13 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.vscode/settings.json" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.vscode/settings.json" new file mode 100644 index 0000000..c846806 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/.vscode/settings.json" @@ -0,0 +1,8 @@ +{ + "editor.formatOnSave": true, + "editor.trimAutoWhitespace": true, + "files.insertFinalNewline": true, + "[python]": { + "editor.defaultFormatter": "charliermarsh.ruff", + } +} diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.EN.md" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.EN.md" new file mode 100644 index 0000000..3ef04c7 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.EN.md" @@ -0,0 +1,71 @@ +# Scripts for ChinaSoft 2025 - Heterogeneous Memory Challenge +[中文](README.md) | English +## Getting Started + +### Setup Environment + +Use [`uv`](https://docs.astral.sh/uv/) to manage python dependencies. Run the following command to install dependencies and set up the environment: + +```console +$ uv sync +$ source .venv/bin/activate +``` + +### Example Usage + +To solve a specific test case (e.g., `tests/basic0.in`), run: + +```console +$ bin/solve -i tests/basic0.in -o tests/basic0.out # Solve the test case +$ bin/validate -i tests/basic0.in -o tests/basic0.out # Validate the output +$ bin/visualise -i tests/basic0.in -o tests/basic0.out -p tests/basic0.png # Visualize the result +``` + +For more details on each command, see [Toolbox](#toolkit) below. + +### Running Tests + +There are many test cases in the `tests` directory. You can run the following commands to execute all tests: + +```console +$ # Only use validator to check outputs +$ bin/run-tests +$ # Build official checker and use both of them to check outputs +$ make -C official-checker +$ CHECKER=$(realpath official-checker/checker) bin/run-tests +``` + +## Toolkit + +```console +$ tree ./bin +bin +├── run-comparison +├── run-fuzzing +├── run-tests +├── toolkit -> ../main.py +├── data-gen -> toolkit +├── compare -> toolkit +├── solve -> toolkit +├── validate -> toolkit +└── visualise -> toolkit +``` + +* `run-comparison` generates comparison reports based on test results under the `./tests` directory. +* `run-fuzzing` runs fuzzing tests. +* `run-tests` runs all the tests under `./tests` directory. +* `data-gen`, `compare`, `solve`, `validate`, and `visualise` are symlinks to `main.py` with different default modes. You can see their usage by running: + +```console +$ bin/data-gen --help +$ bin/compare --help +$ bin/solve --help +$ bin/validate --help +$ bin/visualise --help +``` + +## Design Documentation + +Design documents are located in the `docs/` directory: +- [`Algorithms Docs`](./docs/algo-doc.md): Algorithm design and implementation details +- [`System Design Docs`](./docs/sys-design-doc.md): System design and architecture diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.md" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.md" new file mode 100644 index 0000000..d9313ff --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/README.md" @@ -0,0 +1,72 @@ +# ChinaSoft 2025 — 基于异构算力的系统编程竞赛 +中文 | [English](README.EN.md) +## 开始使用 + +### 环境设置 + +使用 [`uv`](https://docs.astral.sh/uv/) 来管理 Python 依赖。运行下面命令以安装依赖并设置虚拟环境： + +```console +$ uv sync +$ source .venv/bin/activate +``` + +### 示例用法 + +求解某个测试用例（例如 `tests/basic0.in`）可以运行： + +```console +$ bin/solve -i tests/basic0.in -o tests/basic0.out # 运行求解并写入输出 +$ bin/validate -i tests/basic0.in -o tests/basic0.out # 校验输出是否正确 +$ bin/visualise -i tests/basic0.in -o tests/basic0.out -p tests/basic0.png # 可视化结果并保存为图片 +``` + +更多详细的命令说明见下方 **Toolkit** 部分。 + +### 运行测试 + +`tests` 目录下存有大量测试用例。可以运行下面命令来执行所有测试： + +```console +$ # Only use validator to check outputs +$ bin/run-tests +$ # Build official checker and use both of them to check outputs +$ make -C official-checker +$ CHECKER=$(realpath official-checker/checker) bin/run-tests +``` + +## 工具箱（Toolkit） + +```console +$ tree ./bin +bin +├── run-comparison +├── run-fuzzing +├── run-tests +├── toolkit -> ../main.py +├── data-gen -> toolkit +├── compare -> toolkit +├── solve -> toolkit +├── validate -> toolkit +└── visualise -> toolkit +``` + +* `run-comparison`：根据 `./tests` 目录下的测试结果生成对比报告。 +* `run-fuzzing`：运行`fuzzing`测试。 +* `run-tests`：运行 `./tests` 目录下的所有测试。 +* `data-gen`、`compare`、`solve`、`validate`、`visualise`：这些文件都是指向 `main.py` 的符号链接，分别以不同的默认模式运行。可以用下面命令查看各自的使用说明： + +```console +$ bin/data-gen --help +$ bin/compare --help +$ bin/solve --help +$ bin/validate --help +$ bin/visualise --help +``` + +## 设计文档 + +设计文档存放在 `docs/` 目录下： + +* [`Algorithms Docs`](./docs/algo-doc.md)：算法设计与实现细节 +* [`System Design Docs`](./docs/sys-design-doc.md)：系统设计与架构 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/algorithms.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/algorithms.py" new file mode 100644 index 0000000..9ecca6d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/algorithms.py" @@ -0,0 +1,890 @@ +from __future__ import annotations + +from abc import ABC, abstractmethod +from collections import OrderedDict + +from model import ( + MEM_BANDWIDTH, + Settings, + Request, + Action, + ReloadAction, + VisitAction, + OffloadAction, + FinAction, +) +from utils.intervals import IntervalSet + + +class Algorithm(ABC): + def __init__(self, settings: Settings): # noqa: E741 + self.settings = settings + + @abstractmethod + def fit(self, requests: list[Request]) -> list[Action]: + raise NotImplementedError("The fit method must be implemented by the subclass.") + + @staticmethod + def _group_requests_by_start_time( + requests: list[Request], + ) -> list[tuple[int, list[tuple[int, Request]]]]: + """Group requests by their start time and return as a list of (start_time, requests) tuples.""" + grouped_requests: dict[int, list[tuple[int, Request]]] = OrderedDict() + for i, req in enumerate(requests): + if req.start not in grouped_requests: + grouped_requests[req.start] = [] + grouped_requests[req.start].append((i, req)) + return list(grouped_requests.items()) + + def _perform_eviction( + self, + actions: list[Action], + current_time: int, + evict_start: int, + size_to_evict: int, + loaded: IntervalSet, + ) -> int: + """Perform eviction operation and update time.""" + actions.append( + OffloadAction(self.settings, current_time, evict_start, size_to_evict) + ) + current_time += MEM_BANDWIDTH * size_to_evict + loaded.remove(evict_start, evict_start + size_to_evict) + return current_time + + def _perform_reload( + self, + actions: list[Action], + current_time: int, + region_addr: int, + region_size: int, + loaded: IntervalSet, + ) -> int: + """Perform reload operation and update time.""" + actions.append( + ReloadAction(self.settings, current_time, region_addr, region_size) + ) + current_time += MEM_BANDWIDTH * region_size + loaded.add(region_addr, region_addr + region_size) + return current_time + + @staticmethod + def _find_unreferenced_regions( + loaded: IntervalSet, referenced: IntervalSet + ) -> list[tuple[int, int]]: + """Find all unreferenced regions within loaded memory.""" + unreferenced_regions = [] + for start_addr, end_addr in loaded.intervals: + unreferenced_parts = referenced.difference(start_addr, end_addr) + unreferenced_regions.extend(unreferenced_parts) + return unreferenced_regions + + @staticmethod + def _release_references( + reqs: list[tuple[int, Request]], referenced: IntervalSet + ) -> None: + """Release references for a batch of requests.""" + for i, req in reqs: + referenced.remove(req.addr, req.addr + req.size) + + @classmethod + def list_names(cls) -> list[str]: + return [ + "simple", + "predictor", + "prophet", + ] + + @classmethod + def best_name(cls) -> str: + return "prophet" + + @classmethod + def from_name(cls, name: str, settings: Settings) -> Algorithm: + if name == "simple": + return SimpleAlgorithm(settings) + elif name == "predictor": + return PredictorAlgorithm(settings) + elif name == "prophet": + return ProphetAlgorithm(settings) + else: + raise ValueError(f"Unknown algorithm name: {name}") + + +class SimpleAlgorithm(Algorithm): + """Simple memory management algorithm with byte-level granularity tracking using IntervalSet""" + + def __init__(self, settings: Settings): + super().__init__(settings) + # Track loaded memory regions using efficient IntervalSet + self.loaded = IntervalSet() + # Track referenced memory regions (currently in use) + self.referenced = IntervalSet() + self.max_memory = settings.M + + def _mark_referenced(self, start_addr: int, end_addr: int): + """Mark bytes as referenced to prevent eviction""" + self.referenced.add(start_addr, end_addr) + + def _unmark_referenced(self, start_addr: int, end_addr: int): + """Unmark bytes as referenced""" + self.referenced.remove(start_addr, end_addr) + + def _load_bytes( + self, start_addr: int, size: int, actions: list[Action], current_time: int + ) -> int: + """Load the specified byte range, return the new time""" + end_addr = start_addr + size + + # First mark bytes as referenced + self._mark_referenced(start_addr, end_addr) + + # Find unloaded regions that need to be loaded + unloaded_regions = self.loaded.difference(start_addr, end_addr) + + # Load unloaded regions + for region_addr, region_end in unloaded_regions: + region_size = region_end - region_addr + current_time = self._load_region( + region_addr, region_size, actions, current_time + ) + + return current_time + + def _load_region( + self, addr: int, size: int, actions: list[Action], current_time: int + ) -> int: + """Load a contiguous memory region, evict bytes first if necessary""" + # Evict enough memory if needed + while self.loaded.total() + size > self.max_memory: + current_time = self._evict_bytes(actions, current_time) + + # Load the region + return self._perform_reload(actions, current_time, addr, size, self.loaded) + + def _evict_bytes(self, actions: list[Action], current_time: int) -> int: + """Evict unreferenced bytes, choosing contiguous regions to minimize offload operations""" + unreferenced_regions = self._find_unreferenced_regions( + self.loaded, self.referenced + ) + + if unreferenced_regions: + # Evict the first unreferenced contiguous region found + evict_start, evict_end = unreferenced_regions[0] + region_size = evict_end - evict_start + return self._perform_eviction( + actions, current_time, evict_start, region_size, self.loaded + ) + + raise RuntimeError( + "No bytes available to evict! All loaded bytes are referenced." + ) + + def fit(self, requests: list[Request]) -> list[Action]: + """Execute the byte-granularity algorithm""" + actions: list[Action] = [] + current_time = 0 + + # Group requests by start time + request_groups = self._group_requests_by_start_time(requests) + + for start, reqs in request_groups: + # Load all required bytes for all requests in this group + load_time = current_time + for i, req in reqs: + load_time = self._load_bytes(req.addr, req.size, actions, load_time) + + # Wait until start time (all loads must complete before start time) + current_time = max(load_time, start) + + # Execute visit operations concurrently (all start at the same time) + spend_time = 0 + for i, req in reqs: + actions.append(VisitAction(self.settings, current_time, i, req)) + spend_time = max(spend_time, req.time) + + current_time += spend_time + + # Release byte references + self._release_references(reqs, self.referenced) + + actions.append(FinAction(current_time)) + return actions + + +class PredictorAlgorithm(Algorithm): + """ + Predictor Algorithm: Online algorithm that predicts future memory access patterns. + + Key features: + - Online processing: Only uses past requests, cannot look into the future + - LRU-based eviction: Evict least recently used memory when space is needed + - Access frequency tracking: Keep frequently accessed memory loaded + - Pattern-based prefetching: Predict and prefetch likely future accesses + - IO/Compute overlap: Load next batch during current batch computation + """ + + def __init__(self, settings: Settings): + super().__init__(settings) + self.loaded = IntervalSet() + self.referenced = IntervalSet() + self.max_memory = settings.M + + # Track access time for each loaded interval + # Use actual request time for accurate LRU tracking + self.interval_access_time: dict[tuple[int, int], int] = {} + + def _record_region_access(self, start_addr: int, end_addr: int, access_time: int): + """Record access for a specific memory region""" + # Store the actual access time for accurate LRU + key = (start_addr, end_addr) + self.interval_access_time[key] = access_time + + def _find_lru_eviction_candidate(self, current_time: int) -> tuple[int, int] | None: + """ + Find the least recently used unreferenced memory region to evict. + + Returns: (start, end) of the LRU region, or None if no evictable region exists + """ + best_region = None + earliest_access = float("inf") + + # Find unreferenced loaded regions + unreferenced_regions = self._find_unreferenced_regions( + self.loaded, self.referenced + ) + + # Match each unreferenced region to its parent interval for access time lookup + for region_start, region_end in unreferenced_regions: + # Find the parent loaded interval + for start_addr, end_addr in self.loaded.intervals: + if start_addr <= region_start and region_end <= end_addr: + key = (start_addr, end_addr) + last_access = self.interval_access_time.get(key, 0) + + # Choose region with earliest last access (LRU) + if last_access < earliest_access: + earliest_access = last_access + best_region = (region_start, region_end) + break + + return best_region + + def _evict_bytes_lru( + self, + actions: list[Action], + current_time: int, + size_needed: int | None = None, + ) -> int: + """ + Evict bytes using LRU algorithm. + + Args: + size_needed: If specified, only evict this many bytes from the LRU region + + Returns: Updated current time after eviction + """ + best_region = self._find_lru_eviction_candidate(current_time) + + if best_region is None: + raise RuntimeError( + "No bytes available to evict! All loaded bytes are referenced." + ) + + evict_start, evict_end = best_region + region_size = evict_end - evict_start + + # If size_needed is specified, only evict what we need + if size_needed is not None: + size_to_evict = min(size_needed, region_size) + else: + size_to_evict = region_size + + current_time = self._perform_eviction( + actions, current_time, evict_start, size_to_evict, self.loaded + ) + + # Clean up access history for evicted region + evicted_end = evict_start + size_to_evict + keys_to_remove = [] + for key in list(self.interval_access_time.keys()): + hist_start, hist_end = key + # If history entry is completely within evicted region, remove it + if hist_start >= evict_start and hist_end <= evicted_end: + keys_to_remove.append(key) + + for key in keys_to_remove: + del self.interval_access_time[key] + + return current_time + + def _load_bytes( + self, + start_addr: int, + size: int, + actions: list[Action], + current_time: int, + access_time: int, + ) -> int: + """ + Load memory bytes, evicting with LRU if necessary. + + Args: + access_time: The time when this memory will be accessed (for history tracking) + + Returns: Updated current time after loading + """ + end_addr = start_addr + size + + # Mark as referenced + self.referenced.add(start_addr, end_addr) + + # Find unloaded regions + unloaded_regions = self.loaded.difference(start_addr, end_addr) + + # Load unloaded regions + for region_addr, region_end in unloaded_regions: + region_size = region_end - region_addr + + # Evict if necessary using LRU strategy + while self.loaded.total() + region_size > self.max_memory: + space_needed = self.loaded.total() + region_size - self.max_memory + current_time = self._evict_bytes_lru( + actions, current_time, space_needed + ) + + # Before adding to loaded, save old intervals that might be affected + affected_intervals = [] + for interval_start, interval_end in self.loaded.intervals: + if interval_end >= region_addr and interval_start <= region_end: + affected_intervals.append((interval_start, interval_end)) + + # Load the region (this will add to loaded set) + current_time = self._perform_reload( + actions, current_time, region_addr, region_size, self.loaded + ) + + # Update access times: remove old intervals and add new merged interval + old_access_time = access_time + for old_start, old_end in affected_intervals: + old_key = (old_start, old_end) + if old_key in self.interval_access_time: + old_access_time = max( + old_access_time, self.interval_access_time[old_key] + ) + del self.interval_access_time[old_key] + + # Find the new merged interval and set its access time + for interval_start, interval_end in self.loaded.intervals: + if interval_start <= region_addr and interval_end >= region_end: + key = (interval_start, interval_end) + self.interval_access_time[key] = old_access_time + break + + return current_time + + def _try_prefetch_similar_patterns( + self, + current_addr: int, + current_size: int, + actions: list[Action], + start_time: int, + deadline: int, + ) -> int: + """ + Try to prefetch memory regions with similar access patterns. + This is a simple heuristic: prefetch adjacent or frequently accessed regions. + + Returns: Time when prefetching completes (or start_time if no prefetching done) + """ + load_time = start_time + + # Heuristic 1: Prefetch adjacent memory (spatial locality) + # Try to prefetch the next contiguous region + adjacent_start = current_addr + current_size + prefetch_size = min(current_size, self.max_memory // 10) # Limit prefetch size + + # Ensure we don't exceed virtual memory boundary + max_prefetch_size = self.settings.L - adjacent_start + prefetch_size = min(prefetch_size, max_prefetch_size) + + if prefetch_size > 0: + adjacent_end = adjacent_start + prefetch_size + + # Check if we can prefetch during available time + unloaded = self.loaded.difference(adjacent_start, adjacent_end) + load_cost = sum((end - start) * MEM_BANDWIDTH for start, end in unloaded) + + if load_time + load_cost <= deadline: + free_memory = self.max_memory - self.loaded.total() + needed_space = sum(end - start for start, end in unloaded) + + if needed_space > 0 and needed_space <= free_memory: + # Prefetch adjacent region + for region_start, region_end in unloaded: + region_size = region_end - region_start + actions.append( + ReloadAction( + self.settings, load_time, region_start, region_size + ) + ) + load_time += MEM_BANDWIDTH * region_size + self.loaded.add(region_start, region_end) + + # Record access time for prefetched region + for interval_start, interval_end in self.loaded.intervals: + if ( + interval_start <= region_start + and interval_end >= region_end + ): + key = (interval_start, interval_end) + # Use deadline as access time for prefetched data + self.interval_access_time[key] = max( + self.interval_access_time.get(key, 0), deadline + ) + break + + return load_time + + def fit(self, requests: list[Request]) -> list[Action]: + """ + Execute the predictor algorithm with LRU eviction and pattern-based prefetching. + + Algorithm (Online): + 1. Process requests as they arrive (grouped by start time) + 2. Use LRU for eviction decisions (based on past access history) + 3. Prefetch adjacent/similar regions during compute time + 4. Leverage IO/Compute overlap when possible + """ + actions: list[Action] = [] + io_end_time = 0 # Track when IO operations complete + compute_end_time = 0 # Track when compute operations complete + + # Group requests by start time + request_groups = self._group_requests_by_start_time(requests) + + for group_idx, (start, reqs) in enumerate(request_groups): + # Load current batch (wait for previous IO and compute to complete) + load_start_time = max(io_end_time, compute_end_time) + load_time = load_start_time + + for i, req in reqs: + load_time = self._load_bytes( + req.addr, req.size, actions, load_time, start + ) + + io_end_time = load_time + + # Execute Visit operations (all start together, complete together) + visit_start_time = max(io_end_time, compute_end_time, start) + batch_duration = reqs[0][1].time # All requests in batch have same duration + for i, req in reqs: + actions.append(VisitAction(self.settings, visit_start_time, i, req)) + + compute_end_time = visit_start_time + batch_duration + + # Try prefetching during compute time (based on patterns) + available_time = compute_end_time - io_end_time + + if available_time > 0: + # Try to prefetch based on the last request in this batch + last_req = reqs[-1][1] + new_io_time = self._try_prefetch_similar_patterns( + last_req.addr, last_req.size, actions, io_end_time, compute_end_time + ) + io_end_time = new_io_time + + # Release references for current batch + self._release_references(reqs, self.referenced) + + # Final time is when both IO and compute are done + final_time = max(io_end_time, compute_end_time) + actions.append(FinAction(final_time)) + + # Sort actions by time to ensure chronological order + actions.sort(key=lambda a: a.time) + + return actions + + +class ProphetAlgorithm(Algorithm): + """ + Prophet Algorithm: Enhances Predictor with future knowledge for optimal decisions. + + Based on Predictor's successful architecture, but uses: + - Belady's optimal eviction instead of LRU (knows future accesses) + - Smarter prefetching based on actual future requests + - Same batch processing and IO/Compute overlap strategy + + Optimizations: + - Incremental cache updates as requests are processed + """ + + def __init__(self, settings: Settings): + super().__init__(settings) + self.loaded = IntervalSet() + self.referenced = IntervalSet() + self.max_memory = settings.M + # All requests for global view + self.all_requests: list[Request] = [] + self.current_group_idx = 0 + # Cache: (start_addr, end_addr, after_idx) -> next_use_index + self.next_use_cache: dict[tuple[int, int, int], float] = {} + + def _build_request_index(self, requests: list[Request]): + """Build index of all requests for future lookups""" + self.all_requests = requests + # Clear cache when rebuilding index + self.next_use_cache.clear() + + def _get_next_use_index( + self, start_addr: int, end_addr: int, after_group_idx: int + ) -> float: + """ + Find when this memory region will next be used (group index). + Returns inf if never used again. + Uses caching to avoid repeated linear scans. + """ + cache_key = (start_addr, end_addr, after_group_idx) + + # Check cache first + if cache_key in self.next_use_cache: + return self.next_use_cache[cache_key] + + # Look through future requests to find next use + for idx in range(after_group_idx, len(self.all_requests)): + req = self.all_requests[idx] + # Check if request overlaps with this region + if req.addr < end_addr and req.addr + req.size > start_addr: + self.next_use_cache[cache_key] = idx + return idx + + # Not used again + self.next_use_cache[cache_key] = float("inf") + return float("inf") + + def _invalidate_cache_for_index(self, processed_idx: int): + """ + Invalidate cache entries that are no longer valid after processing request at processed_idx. + Only keeps cache entries with after_idx > processed_idx. + """ + keys_to_remove = [ + key + for key in self.next_use_cache.keys() + if key[2] <= processed_idx # key[2] is after_group_idx + ] + for key in keys_to_remove: + del self.next_use_cache[key] + + def _will_be_used_again(self, start_addr: int, end_addr: int) -> bool: + """Check if a memory region will be used again in the future.""" + next_use = self._get_next_use_index( + start_addr, end_addr, self.current_group_idx + ) + return next_use != float("inf") + + def _find_optimal_eviction_candidate(self) -> tuple[int, int] | None: + """ + Find memory region to evict using Belady's optimal algorithm. + Priority: 1) Never used again (inf), 2) Used furthest in the future. + """ + best_region = None + latest_use = -1 + never_used_again = None + + # Find unreferenced loaded regions + unreferenced_regions = self._find_unreferenced_regions( + self.loaded, self.referenced + ) + + for region_start, region_end in unreferenced_regions: + # Find next use for this region (cached lookup) + next_use = self._get_next_use_index( + region_start, region_end, self.current_group_idx + ) + + # Prioritize regions that will never be used again + if next_use == float("inf"): + never_used_again = (region_start, region_end) + break # Found best candidate, no need to continue + + # Choose region with latest next use + if next_use > latest_use: + latest_use = next_use + best_region = (region_start, region_end) + + return never_used_again if never_used_again else best_region + + def _evict_bytes_optimal( + self, actions: list[Action], current_time: int, size_needed: int | None = None + ) -> int: + """Evict bytes using Belady's optimal algorithm""" + best_region = self._find_optimal_eviction_candidate() + + if best_region is None: + raise RuntimeError( + "No bytes available to evict! All loaded bytes are referenced." + ) + + evict_start, evict_end = best_region + region_size = evict_end - evict_start + + if size_needed is not None: + size_to_evict = min(size_needed, region_size) + else: + size_to_evict = region_size + + return self._perform_eviction( + actions, current_time, evict_start, size_to_evict, self.loaded + ) + + def _load_bytes( + self, start_addr: int, size: int, actions: list[Action], current_time: int + ) -> int: + """Load memory bytes, evicting optimally if necessary""" + end_addr = start_addr + size + + # Mark as referenced + self.referenced.add(start_addr, end_addr) + + # Find unloaded regions + unloaded_regions = self.loaded.difference(start_addr, end_addr) + + # Load unloaded regions + for region_addr, region_end in unloaded_regions: + region_size = region_end - region_addr + + # Evict if necessary using optimal strategy + while self.loaded.total() + region_size > self.max_memory: + space_needed = self.loaded.total() + region_size - self.max_memory + current_time = self._evict_bytes_optimal( + actions, current_time, space_needed + ) + + # Load the region + current_time = self._perform_reload( + actions, current_time, region_addr, region_size, self.loaded + ) + + return current_time + + def _try_prefetch_next_batch( + self, + next_group_reqs: list[tuple[int, Request]], + actions: list[Action], + start_time: int, + deadline: int, + ) -> int: + """ + Maximize IO utilization during idle time by: + 1. Collecting all regions to prefetch (sorted by priority) + 2. Interleaving eviction and prefetch operations + 3. Evicting never-used-again memory to make space + 4. Prefetching high-priority regions + 5. Continuing until deadline is reached + """ + load_time = start_time + + # Step 1: Collect all unloaded regions with their metadata + regions_to_load = [] + for idx, next_req in next_group_reqs: + unloaded = self.loaded.difference( + next_req.addr, next_req.addr + next_req.size + ) + for region_addr, region_end in unloaded: + # Check if this region will be used again + if self._will_be_used_again(region_addr, region_end): + next_use = self._get_next_use_index( + region_addr, region_end, self.current_group_idx + 1 + ) + regions_to_load.append( + ( + region_addr, + region_end, + next_use, + idx, # request index for tie-breaking + ) + ) + + # Step 2: Sort by next use time (earlier use = higher priority) + regions_to_load.sort(key=lambda x: (x[2], x[3])) + + # Step 3: Interleave eviction and prefetch to maximize idle time usage + region_idx = 0 + while load_time < deadline and region_idx < len(regions_to_load): + time_remaining = deadline - load_time + if time_remaining <= 0: + break + + # Try to evict never-used-again memory first + evictable = self._find_optimal_eviction_candidate() + if evictable is not None: + evict_start, evict_end = evictable + evict_size = evict_end - evict_start + next_evict_use = self._get_next_use_index( + evict_start, evict_end, self.current_group_idx + ) + + # Evict if it won't be used again and we have time + if next_evict_use == float("inf"): + evict_time_needed = evict_size * MEM_BANDWIDTH + if load_time + evict_time_needed <= deadline: + load_time = self._perform_eviction( + actions, load_time, evict_start, evict_size, self.loaded + ) + continue # After eviction, try next operation + + # Try to prefetch next region + if region_idx < len(regions_to_load): + region_addr, region_end, next_use, _ = regions_to_load[region_idx] + + # Check if already loaded + already_loaded = self.loaded.difference(region_addr, region_end) + if not already_loaded: # Region is fully loaded + region_idx += 1 + continue + + # Try to load unloaded parts + loaded_something = False + for unloaded_start, unloaded_end in already_loaded: + unloaded_size = unloaded_end - unloaded_start + time_remaining = deadline - load_time + if time_remaining <= 0: + break + + max_size_by_time = int(time_remaining / MEM_BANDWIDTH) + free_memory = self.max_memory - self.loaded.total() + + # Evict if needed to make space + while ( + free_memory < unloaded_size and free_memory < max_size_by_time + ): + evictable = self._find_optimal_eviction_candidate() + if evictable is None: + break + evict_start, evict_end = evictable + evict_size = evict_end - evict_start + + evict_time_needed = evict_size * MEM_BANDWIDTH + if load_time + evict_time_needed > deadline: + break + + load_time = self._perform_eviction( + actions, load_time, evict_start, evict_size, self.loaded + ) + free_memory = self.max_memory - self.loaded.total() + + max_loadable_size = min( + unloaded_size, max_size_by_time, free_memory + ) + + if max_loadable_size > 0: + load_time = self._perform_reload( + actions, + load_time, + unloaded_start, + max_loadable_size, + self.loaded, + ) + loaded_something = True + break # Move to next region after loading something + + if loaded_something or not already_loaded: + region_idx += 1 + else: + # Can't load this region, try next + region_idx += 1 + + # Step 4: Continue evicting useless memory if time remains + while load_time < deadline: + evictable = self._find_optimal_eviction_candidate() + if evictable is None: + break + + evict_start, evict_end = evictable + evict_size = evict_end - evict_start + next_evict_use = self._get_next_use_index( + evict_start, evict_end, self.current_group_idx + ) + + if next_evict_use == float("inf"): + evict_time_needed = evict_size * MEM_BANDWIDTH + if load_time + evict_time_needed <= deadline: + load_time = self._perform_eviction( + actions, load_time, evict_start, evict_size, self.loaded + ) + else: + break + else: + break + + return load_time + + def fit(self, requests: list[Request]) -> list[Action]: + """ + Execute Prophet using Predictor's architecture + Belady's optimal eviction. + + Follows Predictor's proven batch processing strategy: + 1. Group requests by start time + 2. Load batch, execute visits concurrently + 3. Prefetch next batch during compute time + 4. Use optimal eviction instead of LRU + """ + actions: list[Action] = [] + io_end_time = 0 + compute_end_time = 0 + + # Build request index for Belady's algorithm + self._build_request_index(requests) + + # Group requests by start time (same as Predictor) + request_groups = self._group_requests_by_start_time(requests) + + for group_idx, (start, reqs) in enumerate(request_groups): + self.current_group_idx = reqs[0][0] # Track current position for Belady + + # Load current batch + load_start_time = max(io_end_time, compute_end_time) + load_time = load_start_time + + for i, req in reqs: + load_time = self._load_bytes(req.addr, req.size, actions, load_time) + + io_end_time = load_time + + # Execute Visit operations + visit_start_time = max(io_end_time, compute_end_time, start) + batch_duration = reqs[0][1].time + for i, req in reqs: + actions.append(VisitAction(self.settings, visit_start_time, i, req)) + + compute_end_time = visit_start_time + batch_duration + + # Prefetch next batch during compute time + has_next_batch = group_idx + 1 < len(request_groups) + available_time = compute_end_time - io_end_time + + if available_time > 0 and has_next_batch: + next_start, next_reqs = request_groups[group_idx + 1] + new_io_time = self._try_prefetch_next_batch( + next_reqs, actions, io_end_time, compute_end_time + ) + io_end_time = new_io_time + + # Release references for current batch + self._release_references(reqs, self.referenced) + + # Invalidate cache entries that are no longer relevant + # This keeps cache size bounded and improves lookup performance + if reqs: + last_processed_idx = reqs[-1][0] + self._invalidate_cache_for_index(last_processed_idx) + + # Final time + final_time = max(io_end_time, compute_end_time) + actions.append(FinAction(final_time)) + + # Sort actions by time + actions.sort(key=lambda a: a.time) + + return actions diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/compare" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/compare" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/compare" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/data-gen" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/data-gen" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/data-gen" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/migrate" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/migrate" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/migrate" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-comparison" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-comparison" new file mode 100755 index 0000000..38861c4 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-comparison" @@ -0,0 +1,41 @@ +#!/bin/bash + +# This script runs comparisons between different algorithms on a set of test cases + +set -eu + +# 1. Get the root directory of the project +ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)" +cd "$ROOT_DIR" || exit 1 + +# 2. Set up environment +if [ -f "$ROOT_DIR/.venv/bin/activate" ]; then + source "$ROOT_DIR/.venv/bin/activate" +fi +export PATH=$ROOT_DIR/bin:$PATH + +# 3. Get available algorithms. +ALGOS=$(solve --help | grep -oP '(?<=-a, --algorithm \{)[^}]+' | tr ',' ' ') + +# 4. Get specified test cases from $1 or default to all test cases in tests/ directory +TEST_CASES=() +if [ -n "${1:-}" ]; then + IFS=' ' read -r -a TEST_CASES <<< "$1" +else + while IFS= read -r -d $'\0' file; do + TEST_CASES+=("$file") + done < <(find tests/ -name '*.in' -print0) +fi + +# 5. Run comparisons +for TEST_CASE in "${TEST_CASES[@]}"; do + echo "Running comparisons for test case: $TEST_CASE" + OUTPUTS=() + for ALGO in $ALGOS; do + OUTPUT_FILE="${TEST_CASE%.in}.$ALGO.out" + OUTPUTS+=("$OUTPUT_FILE") + done + # Run the comparison tool + compare -i $TEST_CASE -o ${OUTPUTS[@]} --style md > "${TEST_CASE%.in}.comparison-result.md" + compare -i $TEST_CASE -o ${OUTPUTS[@]} --style csv > "${TEST_CASE%.in}.comparison-result.csv" +done diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-fuzzing" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-fuzzing" new file mode 100755 index 0000000..161981c --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-fuzzing" @@ -0,0 +1,74 @@ +#!/bin/bash + +# This script runs fuzz testing by generating test cases using `data-gen` +# for various configurations and validating the generated data using `validate`. + +set -eu + +# 1. Get the root directory of the project +ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)" +cd "$ROOT_DIR" || exit 1 + +# 2. Set up environment +if [ -f "$ROOT_DIR/.venv/bin/activate" ]; then + source "$ROOT_DIR/.venv/bin/activate" +fi +export PATH=$ROOT_DIR/bin:$PATH + +# 3. Get available generator modes. +MODES=$(data-gen --help | grep -oP '(?<=-m, --mode \{)[^}]+' | tr ',' ' ') +ALGOS=$(solve --help | grep -oP '(?<=-a, --algorithm \{)[^}]+' | tr ',' ' ') + +# 4. Get iteration count from command line argument or default to 100 +ITERATIONS=${1:-100} + +# 5. For each mode and algorithm, generate test cases with random parameters, solve and validate them. +for ((i=0; i '$test_in'" + if ! data-gen -m "$mode" --seed "$seed" -L "$vsize" -M "$psize" -N "$req_len" -i "$test_in"; then + echo "--- Data generation failed: $config" + exit 1 + fi + echo "*** Validating generated test case '$test_in'" + if ! validate -i "$test_in"; then + echo "--- Validation failed for generated test case: '$test_in'" + exit 1 + fi + echo "*** Test case generated and validated: $config" + if ! solve -i "$test_in" -o "$test_out" -a $algo --check-limit; then + echo "--- Solving failed for generated test case: '$test_in'" + exit 1 + fi + echo "*** Solved generated test case with algorithm='$algo': $config" + if ! validate -i "$test_in" -o "$test_out"; then + echo "--- Validation of solution failed for generated test case: '$test_in' with algorithm='$algo'" + exit 1 + fi + if [[ -v CHECKER ]] && ! $CHECKER "$test_in" "$test_out" "$test_out"; then + echo "--- Checker failed for generated test case: '$test_in'" + exit 1 + fi + echo "*** Solution validated for generated test case with algorithm='$algo': $config" + echo + rm "$test_in" "$test_out" + done + done +done + +echo "All iterations of fuzz testing passed!" diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-tests" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-tests" new file mode 100755 index 0000000..d3addfc --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/run-tests" @@ -0,0 +1,61 @@ +#!/bin/bash + +# This script runs the test suite for the project. + +set -eu + +# 1. Get the root directory of the project +ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)" +cd "$ROOT_DIR" || exit 1 + +# 2. Set up environment +if [ -f "$ROOT_DIR/.venv/bin/activate" ]; then + source "$ROOT_DIR/.venv/bin/activate" +fi +export PATH=$ROOT_DIR/bin:$PATH + +# 3. Get available algorithms. +ALGORITHMS=$(solve --help | grep -oP '(?<=-a, --algorithm \{)[^}]+' | tr ',' ' ') +VISUAL=${VISUAL:-0} +STRICT_BEST=${STRICT_BEST:-1} + +# 4. Get pending tests from command line arguments +TESTS=${@:-$(ls tests/*.in)} + +# 5. For each test in `tests` directory, run `solve` & `validate` with different algorithms. +for test in $TESTS; do + name=$(basename "$test" .in) + for algo in $ALGORITHMS; do + echo "*** Running test='$name' with algorithm='$algo'" + test_in="tests/$name.in" + test_out="tests/$name.$algo.out" + if ! solve -a "$algo" -i "$test_in" -o "$test_out" -f --check-limit; then + echo "--- Solving failed: name='$name', algorithm='$algo'" + exit 1 + fi + if [ "$STRICT_BEST" -eq 1 ]; then + if ! validate -i "$test_in" -o "$test_out" --current-best "tests/$name.$algo.best" --strict-best; then + echo "--- Validation failed: name='$name', algorithm='$algo'" + exit 1 + fi + else + if ! validate -i "$test_in" -o "$test_out" --current-best "tests/$name.$algo.best"; then + echo "--- Validation failed: name='$name', algorithm='$algo'" + exit 1 + fi + fi + if [[ -v CHECKER ]] && ! $CHECKER "$test_in" "$test_out" "$test_out"; then + echo "--- Checker failed: name='$name', algorithm='$algo'" + exit 1 + fi + if [[ "$VISUAL" == "1" ]]; then + if ! visualise -i "$test_in" -o "$test_out" -p "tests/$name.$algo.png" -f --trust; then + echo "--- Visualization failed: name='$name', algorithm='$algo'" + exit 1 + fi + fi + echo "*** Test passed: name='$name', algorithm='$algo'" + echo + done +done +echo "All tests passed!" diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/solve" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/solve" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/solve" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/toolkit" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/toolkit" new file mode 120000 index 0000000..f05f752 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/toolkit" @@ -0,0 +1 @@ +../main.py \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/validate" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/validate" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/validate" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/visualise" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/visualise" new file mode 120000 index 0000000..1e1b3c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/bin/visualise" @@ -0,0 +1 @@ +toolkit \ No newline at end of file diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/comparator.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/comparator.py" new file mode 100644 index 0000000..7cf6a77 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/comparator.py" @@ -0,0 +1,101 @@ +from __future__ import annotations + +import io + +from model import Settings, Request, Action, ReloadAction, VisitAction, OffloadAction + +from pytablewriter import ( + AbstractTableWriter, + TableWriterFactory, +) + + +class Comparator: + """ + Compare different action sequences for the same set of requests. + """ + + def __init__( + self, + settings: Settings, + requests: list[Request], + actions: dict[str, list[Action]], + style: str, + ): + self.settings = settings + self.requests = requests + self.actions = actions + self.style = style + self.table_writer: AbstractTableWriter = ( + TableWriterFactory.create_from_format_name(style) + ) + + def emit_table(self) -> str: + """ + Emit a comparison table of the different action sequences for each request. + + Table columns: + - Algorithm name + - Finish time + - Computation time + - IO time + - IO count + - Computation-IO overlapping time ratio + """ + # Prepare table data + value_matrix = [] + for algo_name, action_list in self.actions.items(): + finish_time = action_list[-1].time + computation_time = sum( + action.cost() + for action in action_list + if isinstance(action, VisitAction) + ) + io_time = sum( + action.cost() + for action in action_list + if isinstance(action, (ReloadAction, OffloadAction)) + ) + io_count = sum( + 1 + for action in action_list + if isinstance(action, (ReloadAction, OffloadAction)) + ) + comp_io_overlap_time_ratio = ( + computation_time + io_time - finish_time + ) / io_time + value_matrix.append( + [ + algo_name, + finish_time, + computation_time, + io_time, + io_count, + f"{comp_io_overlap_time_ratio:.2f}", + ] + ) + + # Fill table headers and value matrix + self.table_writer.headers = [ + "Algorithm", + "Finish Time", + "Computation Time", + "IO Time", + "IO Count", + "Comp-IO Overlap Time Ratio", + ] + self.table_writer.value_matrix = value_matrix + + # Use string stream to capture output + output_stream = io.StringIO() + self.table_writer.stream = output_stream + self.table_writer.write_table() + + return output_stream.getvalue() + + @classmethod + def list_styles(cls) -> list[str]: + """ + List available output styles for the comparison table. + """ + return TableWriterFactory.get_format_names() diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/docs/algo-doc.md" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/docs/algo-doc.md" new file mode 100644 index 0000000..dcd34ef --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/docs/algo-doc.md" @@ -0,0 +1,299 @@ +# 异构内存管理算法说明文档 + +> 本项目针对异构内存管理挑战设计了如下的三种算法：基础算法、预测器算法和预言家算法。 + +## 目录 + +- [异构内存管理算法说明文档](#异构内存管理算法说明文档) + - [目录](#目录) + - [1. 基础算法](#1-基础算法) + - [核心设计思想](#核心设计思想) + - [算法概览图](#算法概览图) + - [算法实现细节](#算法实现细节) + - [`IntervalSet` 数据结构](#intervalset-数据结构) + - [内存加载策略](#内存加载策略) + - [淘汰策略](#淘汰策略) + - [批次处理](#批次处理) + - [算法局限性](#算法局限性) + - [2. 预测器算法](#2-预测器算法) + - [核心设计思想](#核心设计思想-1) + - [算法概览图](#算法概览图-1) + - [算法实现细节](#算法实现细节-1) + - [LRU 追踪与淘汰](#lru-追踪与淘汰) + - [计算与 IO 重叠](#计算与-io-重叠) + - [模式预测预取](#模式预测预取) + - [算法局限性](#算法局限性-1) + - [3. 预言家算法](#3-预言家算法) + - [核心设计思想](#核心设计思想-2) + - [算法概览图](#算法概览图-2) + - [算法实现细节](#算法实现细节-2) + - [1. 预处理与缓存构建](#1-预处理与缓存构建) + - [2. 批次加载与最优淘汰](#2-批次加载与最优淘汰) + - [3. 计算与IO重叠](#3-计算与io重叠) + - [4. 带时间限制的预取](#4-带时间限制的预取) + - [5. 缓存维护与清理](#5-缓存维护与清理) + +## 1. 基础算法 + +### 核心设计思想 + +基础算法（Simple Algorithm）是一种简单的内存管理算法，其核心设计包括： +- **贪心淘汰策略**：选择第一个未引用的连续内存区域进行淘汰（Offload），简单高效。 +- **批次化处理**：同一时刻的请求作为一个批次并发处理，保证同一时刻的请求并发处理。 + +### 算法概览图 + +```mermaid +flowchart TD + Start([开始]) --> Group[按Start时间分组请求] + Group --> BatchLoop{遍历每个请求批次} + BatchLoop -->|有请求| LoadPhase[加载阶段] + LoadPhase --> MarkRef[标记内存为referenced] + MarkRef --> FindUnload[找到未加载区域] + FindUnload --> CheckMem{内存是否充足?} + CheckMem -->|不足| Evict[淘汰未引用的连续区域] + Evict --> CheckMem + CheckMem -->|充足| Reload[执行Reload操作] + Reload --> WaitStart[等待start时间] + WaitStart --> VisitPhase[Visit阶段: 并发执行] + VisitPhase --> Unref[释放内存引用] + Unref --> BatchLoop + BatchLoop -->|无请求| End([结束]) +``` + +### 算法实现细节 + +#### `IntervalSet` 数据结构 + +- 使用区间集合高效管理当前虚拟内存状态 +- `loaded`: 跟踪已加载到物理内存的字节区间 +- `referenced`: 跟踪当前正在使用的字节区间 + +#### 内存加载策略 + +- 计算需要加载的区域：`unloaded_regions = loaded.difference(start_addr, end_addr)` +- 只加载未加载的字节区间，避免重复加载 +- 加载前检查内存容量，不足时触发淘汰 + +#### 淘汰策略 + +- 找到第一个未被引用的连续内存区域 +- 选择连续区域以减少 Offload 操作次数 + +#### 批次处理 + +- 同一 `Start` 时间的请求作为一个批次 +- 批次内所有内存先加载完毕 +- 所有 `Visit` 操作同时开始执行（并发） +- 批次完成后立即释放引用，为下一批次腾出空间 + +### 算法局限性 + +虽然这种算法简单且易懂，但其采用的算法只关注当前批次的内存需求，没有考虑后续的请求情况，导致内存利用率和性能未能达到最优。同时 IO 与计算并没有实现高效的重叠利用，导致了资源的浪费。这些局限性促使我们设计了预测器算法（Predictor Algorithm），通过引入LRU淘汰、计算与IO重叠以及预取来提升性能。 + +### 算法复杂度分析 + +#### 时间复杂度分析 + +算法计算流程如下所示，首先会进行批次处理操作，然后会开始遍历区间操作，执行N次查找未加载内存与加载内存操作，而在加载内存过程中，其主要包含剔除内存和插入内存两个阶段。 + +- 批次处理: $O(N)$ +- 遍历区间：$N \cdot k \cdot O(M\log(M) + k\cdot M)$ + - 查找未加载内存: $O(\log(M) + k)$ + - 加载内存：$k \cdot O(M\log(M) + k\cdot M)$ + - 剔除内存：$k \cdot O(M\log(M) + k \cdot M)$ + - 插入内存：$k \cdot O(\log(M) + k)$ + +综上所述，平均时间复杂度为 $N \cdot k \cdot O(M\log(M) + k\cdot M)$, $k$ 为常数，$k \cdot O(M\log(M) + k \cdot M)$最差会劣化到 $O(M^2)$，相当于遍历这个内存空间。 + +#### 空间复杂度分析 + +算法计算过程中，主要对请求存储，加载计数和引用计数三方面进行记录。 + +- 请求存储：$O(N)$ +- 加载计数：$O(M)$ +- 引用计数：$O(M)$ + +综上所述，平均空间复杂度为 $O(N + M)$ + +## 2. 预测器算法 + +### 核心设计思想 + +预测器算法（Predictor Algorithm）是一种在线处理算法，无法预知未来请求。其核心设计包括： +- **LRU 淘汰策略**：基于历史访问记录，淘汰最近最少使用的内存区域。 +- **IO与计算重叠**：利用当前批次的计算时间，并行加载或预取数据。 +- **模式预测与预取**：基于空间局部性原理，尝试预取相邻的内存区域。 + +### 算法概览图 + +```mermaid +flowchart TD + Start([开始]) --> Group[按Start时间分组请求] + Group --> BatchLoop{遍历每个请求批次} + BatchLoop -->|有请求| LoadPhase[加载阶段] + LoadPhase --> CheckMem{内存是否充足?} + CheckMem -->|不足| LRUEvict[LRU淘汰未引用区域] + LRUEvict --> CheckMem + CheckMem -->|充足| Reload[执行Reload操作] + Reload --> UpdateLRU[更新LRU访问记录] + UpdateLRU --> WaitStart[等待IO完成与Start时间] + WaitStart --> VisitPhase[Visit阶段: 并发执行] + VisitPhase --> ComputeOverlap[计算期间尝试预取] + ComputeOverlap --> Prefetch[预取相邻/相似模式区域] + Prefetch --> Unref[释放内存引用] + Unref --> BatchLoop + BatchLoop -->|无请求| End([结束]) +``` + +### 算法实现细节 + +#### LRU 追踪与淘汰 + +- 维护 `interval_access_time` 字典，记录每个已加载内存区间的最后访问时间。 +- 当内存不足时，通过 `_find_lru_eviction_candidate` 查找未被引用的区间中访问时间最早的区域进行淘汰。 +- 淘汰后清理对应的访问历史记录，保持追踪的准确性。 + +#### 计算与 IO 重叠 + +- 算法尝试利用当前批次请求的计算时间（Visit Time）来进行 IO 操作。 +- 在 `Visit` 操作开始后，计算结束前，如果有剩余的 IO 带宽，尝试进行预取。 + +#### 模式预测预取 + +- 基于空间局部性（Spatial Locality）假设，认为程序倾向于访问相邻的内存地址。 +- `_try_prefetch_similar_patterns` 函数会尝试预取当前请求地址之后的连续内存区域。 +- 预取操作会严格检查剩余内存空间和计算剩余时间（Deadline），确保不会影响当前计算任务的完成或导致内存溢出。 + +### 算法局限性 +尽管预测器算法通过 LRU 淘汰和模式预测预取在一定程度上提升了内存利用率和性能，但由于其无法预知未来请求，仍然存在局限性。此外，基于空间局部性的预取策略可能在某些情况下无法有效提升性能。这些局限性促使我们设计了预言家算法（Prophet Algorithm），通过利用未来请求信息来进一步提升优化。 + +### 算法复杂度分析 + +#### 时间复杂度分析 + +预测器算法相比基础算法，引入了 LRU 历史记录维护和基于模式的预取操作。 + +- 批次处理: $O(N)$ +- 遍历区间：$N \cdot k \cdot O(M\log(M) + k\cdot M)$ + - 查找未加载内存: $O(\log(M) + k)$ + - 加载内存：$k \cdot O(M\log(M) + k\cdot M)$ + - 剔除内存：$k \cdot O(M\log(M) + k \cdot M)$ + - 插入内存：$k \cdot O(\log(M) + k)$ + - 预取: $k \cdot O(M\log(M) + k\cdot M)$ + +综上所述，预测器算法的平均时间复杂度为 $N \cdot k \cdot O(M\log(M) + k\cdot M)$。 + +#### 空间复杂度分析 + +算法在运行过程中，除了基础的请求存储和区间管理外，还需维护 LRU 访问历史。 + +- 请求存储: $O(N)$ +- 区间管理: $O(M)$ +- LRU 历史记录: $O(M)$。 + +综上所述，平均空间复杂度为 $O(N + M)$。 + +## 3. 预言家算法 + +### 核心设计思想 + +预言家算法（Prophet Algorithm）是在之前算法的基础上，利用已知的“未来请求信息”来优化 IO 与内存的管理。其核心设计思想包括： +- **Belady 最佳替换**：当必须驱逐（Eviction）时，优先驱逐那些将来最晚被再次使用的内存区间。算法通过缓存机制（Cache）快速定位区间的下次使用时间，从而定位最佳的候选驱逐区间，避免每次暴力遍历所有未来请求。 +- **批次加载与合并**：尽量合并连续区域以减少 IO 操作（通过 `IntervalSet` 管理区间）。 +- **IO 与计算重叠**：在当前批次计算期间，利用空闲时间窗口尽可能地把下一批所需数据预取到内存，从而把 IO 与计算的时间重叠。 +- **带优先级的预取**：在预取下一批数据时，优先预取那些最早会被使用的数据。同时，如果内存不足，会尝试驱逐那些“永不再用”的数据来腾出空间。 + +### 算法概览图 + +```mermaid +flowchart TD + Start([开始]) --> PreCompute[预处理: 构建请求索引] + PreCompute --> Group[按Start时间分组请求] + Group --> BatchLoop{遍历每个请求批次} + + BatchLoop -->|有请求| WaitIO[等待上一轮IO计算完成] + WaitIO --> LoadCheck{检查内存需求} + LoadCheck -->|内存不足| Evict[Belady最优淘汰] + Evict --> LoadCheck + LoadCheck -->|内存充足| Reload[加载数据] + Reload --> LoadCheck + + LoadCheck -->|加载完成| WaitStart[等待Start时间] + WaitStart --> Visit[并发执行Visit操作] + + Visit --> CheckIdle{检查计算空闲窗口} + CheckIdle -->|有空闲| Prefetch[预取下一批数据] + Prefetch -->|内存不足| EvictUnused[淘汰永不再用数据] + EvictUnused --> PrefetchLoad[加载高优先级数据] + PrefetchLoad --> CheckIdle + + CheckIdle -->|无空闲/结束| Release[释放当前批次引用] + Release --> Invalidate[清理失效缓存] + + Invalidate --> BatchLoop + BatchLoop -->|无请求| End([结束]) +``` + +### 算法实现细节 + +#### 1. 预处理与缓存构建 + +- **请求索引**：在算法开始前，通过 `_build_request_index` 将所有请求保存为全局视图，以便后续查询。 +- **Next-Use 缓存**：初始化 `next_use_cache`，用于缓存 `(start_addr, end_addr, after_idx)` -> `next_use_index` 的映射。这避免了在每次查找时都进行线性扫描，显著提高了性能。 + +#### 2. 批次加载与最优淘汰 + +- **批次加载**：算法按 Start 时间将请求分组。在处理每个批次时，首先加载该批次所需的所有内存区域。 +- **最优淘汰 (Belady)**：当内存不足时，`_load_bytes` 会调用 `_evict_bytes_optimal` 进行淘汰。 + - `_find_optimal_eviction_candidate` 函数实现了 Belady 的最优替换算法。 + - 它在未被引用的已加载区间中寻找驱逐目标： + 1. 优先选择永远不会再使用的区间。 + 2. 如果所有区间都会再次使用，则选择下一次使用时间最远的区间。 + +#### 3. 计算与IO重叠 + +- **并发访问**：当批次内所有数据加载完毕且到达 Start 时间后，并发执行所有请求的 Visit 操作。 +- **计算重叠**：利用当前批次的计算时间（Visit Time），尝试进行 IO 操作（预取），以掩盖 IO 延迟。 + +#### 4. 带时间限制的预取 + +- **预取逻辑**：在计算期间，`_try_prefetch_next_batch` 函数会尝试预取下一个批次的数据。 +- **优先级排序**：收集下一批次所有未加载的区间，并根据它们的下一次使用时间进行排序，优先加载最早需要的数据。 +- **交错执行**：在 Deadline（计算结束时间）之前，算法会交错执行驱逐和加载操作： + - 如果有永不再使用的内存，优先驱逐它们以腾出空间。 + - 尝试加载高优先级的未加载区间。如果内存不足且无法驱逐更多无用数据，则停止预取。 + - 预取操作严格受限于剩余时间，确保不会推迟当前批次的完成时间。 + +#### 5. 缓存维护与清理 + +- **缓存失效**：每处理完一批请求，调用 `_invalidate_cache_for_index` 清理不再需要的缓存条目，保持缓存大小可控，防止内存泄漏。 + +### 算法复杂度分析 + +#### 时间复杂度分析 + +预言家算法引入了对未来请求的扫描与计算，因此在时间开销上会有所增加。主要流程包括预处理、批次处理、以及核心的 Belady 驱逐决策与预取操作。 + +- 批次处理: $O(N)$ +- 遍历区间：$O(k \cdot M \cdot N^2)$ + - 加载与驱逐: $O(k \cdot M \cdot N)$ + - 查找未加载内存: $O(\log(M) + k)$ + - 加载内存（最坏情况）：$O(k \cdot M \cdot N)$ + - 剔除内存（最坏情况）：$O(k \cdot M \cdot N)$ + - 插入内存：$k \cdot O(\log(M) + k)$ + - 预取: $O(k \cdot M \cdot N)$ + +综上所述，最坏时间复杂度为 $O(k \cdot M \cdot N^2)$。实际运行过程中，由于数据访问具有稳定连续的特征，算法内剪枝有效，能够大幅降低时间开销。 + +#### 空间复杂度分析 + +算法在运行过程中，除了基础的请求存储和区间管理外，还引入了缓存机制。 + +- 请求存储: $O(N)$ +- 区间管理: $O(M)$ +- 预测缓存: + - 平均情况：$O(N)$ + - 最坏情况: $O(N \cdot M)$ + +综上所述，平均空间复杂度为 $O(N + M)$，但在极端情况下可能短暂达到 $O(N \cdot M)$。 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/docs/assets/fuzzing-ci.png" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/docs/assets/fuzzing-ci.png" new file mode 100644 index 0000000000000000000000000000000000000000..0de590561784c6f3846370cea62171f46aa6fb1e GIT binary patch literal 134688 zcmeFY_ghoh`aT?WY&gKE6s4+!B2|%IZ3v8;xpwo}% 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z4Tf*NsR%p8DU?RRh*hddoZ8Onsp+>H?RY933tb(J(6%~7IfVeaL?`(xyCVKLeVXws z6~l5#&IuX2(~B1uWl#8+@AxZGT(lj-{D;TY>qCty2oovX{Sg^01mb@2AhGjorPJb=xR@BngR0F2 zHlWY|+5@>Y6dN){{{MN7Q>~5O9XLQ0xF% zdzO`Gn;r27MBVdGNN)kjsnaA*9IGz#HNdh%8=)GTcXV7A_F zd`wGwlh>(e-e8xGE*w|^AY3B0u1<>f>dmy&)WCUW%@A;d9^fWw1$!|q?b{YG6UG|< z6AW-4x{@FMd5HhgtbX75XS()Th)KLRBP8(T6b|nJccYntH#bc9R96T6J2>)d_tifF zA%ScP?Eh2R29mlN7w`MO-vYmeQUC9#0CPp7 z4f&nZ^!tO|Parse| C + B -->|Generate Requests| C + C -->|Record| I + C -->|Call| D + D -->|Actions Output| E + D -->|Actions Output| G + E -->|Validate Results| F + F -->|Visualize| H + G -->|Compare Results| H + J --- B + J --- D + J --- E + J --- F + + subgraph Module + direction TB + B + D + E + F + G + I + J + K + end + + I --- D +``` + +## 关键数据结构 + +### Settings + +```python +class Settings: + L: int # 虚拟内存空间总大小 + M: int # 高带宽物理内存容量 + N: int # 请求数量 +``` +### Request + +```python +class Request: + addr: int # 起始地址，0 <= addr < L + size: int # 访存长度，1 <= addr + size <= L + start: int # 请求最早开始时间（到达时间） + time: int # 请求的执行时长 +``` + +### Action + +基类 `Action` 含 `time` 字段。子类： +- `ReloadAction(settings, time, addr, size)`：把 `[addr, addr+size)` 加载到物理内存；时间成本为 `size * MEM_BANDWIDTH`。 +- `OffloadAction(settings, time, addr, size)`：卸载该区间，释放物理内存；时间成本为 `size * MEM_BANDWIDTH`。 +- `VisitAction(settings, time, index, request)`：在 `time` 开始执行请求 `index`（对应 `Request`）；时间成本为 `request.time`。 +- `FinAction(time)`：表示所有工作完成，`time` 为最终时间。 + + +## 开发与维护 + +- 基于 GitHub Actions 设计了持续集成（CI）的回归测试，对算法在已知测试用例上的正确性与性能进行验证，防止功能与性能退化。 + - 每次提交代码后，自动运行回归测试，确保所有测试用例通过且性能未退化。 + - 对于固定的测试序列与算法，存储其最佳结果（最短执行时间），便于回归测试。 +- 基于 GitHub Actions 设计了可供手动触发的模糊测试工作流（workflow），对算法在不同输入规模下的运行时间进行测试，确保算法运行的稳定性，并保证算法运行不会超过时间与内存限制。 + - 目前，在 GitHub Actions 上经过约 22 小时的模糊测试，未发现任何正确性问题，时间与内存使用均在限制范围内。 + ![Fuzzing CI](./assets/fuzzing-ci.png) diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/generator.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/generator.py" new file mode 100644 index 0000000..dcb6965 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/generator.py" @@ -0,0 +1,721 @@ +from __future__ import annotations + +import random +from abc import ABC, abstractmethod +from typing import List, Optional + +from model import MAX_TIME, Request, Settings, MEM_BANDWIDTH + +from utils.intervals import IntervalSet + +import numpy as np + + +class RequestBuilder: + def __init__(self, settings: Settings): + self.settings = settings + self.current_time = 0 + + def build( + self, tick_gen: TickGenerator, max_time_gap: int, seed: int + ) -> List[Request]: + """ + Build requests with time incremental restriction + """ + + start = 0 + time_gap = max_time_gap + requests = [] + pre_req = Request( + settings=self.settings, + addr=0, + size=1, + start=0, + time=max(1, int(round(random.random() ** 4 * time_gap))), + ) + + random.seed(seed) + + while len(requests) < self.settings.N: + addr = tick_gen.gen_new_addr(pre_req=pre_req) + size = tick_gen.gen_new_size(pre_req=pre_req) + + # check if the visit will exceed the virtual memory boundary + if addr + size > self.settings.L: + continue + + start_time_gap = tick_gen.gen_new_start_gap( + pre_req, time_gap=max_time_gap, size=size + ) + + start = min(start + start_time_gap, MAX_TIME) + + # check if the start time is the same as pre_req's start time, if so, use the same duration + if start == pre_req.start: + duration = pre_req.time + else: + duration = tick_gen.gen_new_duration( + pre_req, time_gap=max_time_gap, size=size, start=start + ) + + if start + duration > MAX_TIME: + continue + + this_request = Request( + settings=self.settings, + addr=addr, + size=size, + start=start, + time=duration, + ) + + # check if the request will exceed time boundary + if not self._time_bound_check(this_request): + continue + + self.current_time = this_request.start + this_request.time + + # check if the request will cause HBM OOM + new_size = self._hbm_oom_check(this_request, requests) + + if new_size == 0: + continue + else: + this_request.size = new_size + requests.append(this_request) + + if len(requests) > 0: + pre_req = requests[-1] + + return requests + + def _time_bound_check(self, request: Request) -> bool: + """check if this request will cause time boundary""" + this_visit_time = request.start + request.time + if this_visit_time + self.current_time > MAX_TIME: + return False + return True + + def _hbm_oom_check( + self, + this_request: Request, + requests: List[Request], + ) -> int: + """check if this request will cause HBM OOM""" + start = this_request.start + size = this_request.size + # start >= pre_request's start time + same_time_requests = [] + for request in reversed(requests): + if request.start == start: + same_time_requests.append(request) + elif request.start < start: + break + if len(same_time_requests) > 0: + intervals = IntervalSet() + for request in same_time_requests: + intervals.add(request.addr, request.addr + request.size) + used_mem_sum = intervals.total() + if used_mem_sum + size > self.settings.M: + remain_mem = self.settings.M - used_mem_sum + return remain_mem + return size + + +class TickGenerator(ABC): + def __init__(self, settings: Settings): + self.settings = settings + + @abstractmethod + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + pass + + @abstractmethod + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + pass + + @abstractmethod + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + pass + + @abstractmethod + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + pass + + @classmethod + def list_modes(cls) -> list[str]: + return ["naive", "markov", "markov+", "kvcache", "highload", "mixed-precision"] + + @classmethod + def from_mode(cls, mode: str, settings: Settings, **kwargs) -> TickGenerator: + match mode: + case "naive": + return TickNaiveGenerator(settings, **kwargs) + case "markov": + return TickBinMarkovGenerator(settings, **kwargs) + case "markov+": + return TickBinMarkovPlusGenerator(settings, **kwargs) + case "kvcache": + return TickKVCacheAccessGenerator(settings, **kwargs) + case "highload": + return TickHighLoadGenerator(settings, **kwargs) + case "mixed-precision": + return TickMixedPrecisionTrainingGenerator(settings, **kwargs) + case _: + raise ValueError(f"Unknown TickGenerator name: {mode}") + + +class TickNaiveGenerator(TickGenerator): + """ + Naive tick generator implementation that produces random values + for memory access parameters. + """ + + def __init__(self, settings: Settings): + super().__init__(settings) + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return random.randint(0, self.settings.L - 1) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return random.randint(1, self.settings.M) + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + # Use time_gap from kwargs if available, otherwise try to use pre_req's duration + time_gap = kwargs.get("time_gap", pre_req.time if pre_req else 100) + duration_time_coefficient = random.random() ** 3 + duration_time_gap = max(int(duration_time_coefficient * time_gap), 1) + duration = random.randint(1, min(duration_time_gap, MAX_TIME)) + return duration + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + # Use time_gap from kwargs if available, otherwise try to use pre_req's duration + time_gap = kwargs.get("time_gap", pre_req.time if pre_req else 100) + start_time_gap_coefficient = random.random() ** 4 + start_time_gap = int(start_time_gap_coefficient * time_gap) + return start_time_gap + + +class TickBinMarkovGenerator(TickGenerator): + """ + Tick generator implementation that uses Markov chains with bin-based states + to generate memory access parameters with temporal patterns. + """ + + def __init__(self, settings: Settings): + super().__init__(settings) + self.bins = self._gen_random_bins() + self.P = self._gen_random_trans_matrix(self.bins) + + @staticmethod + def _gen_random_bins() -> list: + """Randomly generate bins for duration""" + # Number of bins, range from 3 to 7 + num_bins = random.randint(3, 7) + # Start from 1 (minimum duration is 1 as well) + current_value = 1 + bins = [current_value] + for _ in range(num_bins - 1): + # Randomly select growth factor, range from 2 to 8 + growth_factor = random.uniform(2, 8) + # Generate next bin value, ensure at least increase by 5 + next_value = max(int(current_value * growth_factor), current_value + 5) + # To make bin values look like 10, 50, 100, etc., round to nearest multiple of 5 or 10 + if next_value < 50: + next_value = round(next_value / 5) * 5 + else: + next_value = round(next_value / 10) * 10 + bins.append(next_value) + current_value = next_value + + return bins + + @staticmethod + def _gen_random_trans_matrix(bins: list) -> np.ndarray: + """Generate random state transition matrix""" + k = len(bins) - 1 + P = np.zeros((k, k)) + + for i in range(k): + base_probs = np.zeros(k) + for j in range(k): + # Tend to transfer to smaller bins + base_probs[j] = np.exp(-1.0 * (j - i)) + + noise = np.random.uniform(0.5, 2, size=k) + noisy_probs = base_probs * noise + P[i] = noisy_probs / noisy_probs.sum() + + return P + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate a new duration using Markov chain based on previous duration's bin.""" + if pre_req is None: + random_bin_idx = random.randint(0, len(self.bins) - 2) + return random.randint( + self.bins[random_bin_idx], self.bins[random_bin_idx + 1] + ) + + pre_dur = pre_req.time + bin_idx = np.digitize([pre_dur], self.bins)[0] - 1 + bin_idx = np.clip(bin_idx, 0, self.P.shape[0] - 1) + probs = self.P[bin_idx] + probs = probs / probs.sum() # Normalize probabilities + next_bin = np.random.choice(len(probs), p=probs) + + # Generate value within the selected bin + low = self.bins[next_bin] + # Handle last bin specially to avoid index error + high = self.bins[next_bin + 1] if next_bin + 1 < len(self.bins) else low * 2 + val = np.random.uniform(low, high) + new_dur = max(1, int(round(val))) # Ensure duration is at least 1 + new_dur = min(new_dur, MAX_TIME) + return new_dur + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate a new start gap based on previous duration using normal distribution.""" + if pre_req is None: + random_bin_idx = random.randint(0, len(self.bins) - 2) + pre_dur = random.randint( + self.bins[random_bin_idx], self.bins[random_bin_idx + 1] + ) + else: + pre_dur = pre_req.time + mean_val = pre_dur * np.random.uniform(0.1, 1.0) + sigma_val = mean_val * np.random.uniform(0.1, 1.0) + gap = np.random.normal(loc=mean_val, scale=sigma_val) + new_start_gap = max(0, int(round(gap))) # Ensure gap is non-negative + return new_start_gap + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return np.random.randint(0, self.settings.L - 1) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return np.random.randint(1, self.settings.M) + + +class TickKVCacheAccessGenerator(TickGenerator): + """ + KV-cache access pattern generator, simulates KV-cache access behavior during large language model inference. + + Features: + 1. Sequential memory region access + 2. Relatively fixed access size, usually a specific block size + 3. High access frequency, short intervals + 4. Usually short duration + """ + + def __init__( + self, + settings: Settings, + block_size: int = 64, + cache_region_start: int = 0, + cache_region_end: int = None, + ): + super().__init__(settings) + # KV-cache block size configuration + # Default 64-byte block size + self.block_size = block_size + self.cache_region_start = cache_region_start + self.cache_region_end = ( + cache_region_end if cache_region_end is not None else self.settings.L + ) + self.current_block = 0 + # Generate number of blocks + self.num_blocks = ( + self.cache_region_end - self.cache_region_start + ) // self.block_size + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate KV-cache access address, mainly sequential access pattern""" + # 80% probability of sequential access, 20% probability of random access (simulating non-contiguous access in attention mechanism) + if random.random() < 0.8 and pre_req is not None: + # Sequential access pattern, small fluctuations near current block + offset = random.randint(-2, 3) # Allow small jumps + self.current_block = (self.current_block + offset) % self.num_blocks + else: + # Random access pattern, may jump to any block + jump_prob = random.random() + if jump_prob < 0.3: # 30% probability of randomizing near current position + self.current_block = max( + 0, + min( + self.num_blocks - 1, self.current_block + random.randint(-5, 5) + ), + ) + else: # 70% probability of true random jump + self.current_block = random.randint(0, self.num_blocks - 1) + + # Calculate actual memory address + addr = self.cache_region_start + self.current_block * self.block_size + # Ensure address is within valid range + return min(addr, self.settings.L - self.block_size) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate KV-cache access size, usually fixed block size or its multiples""" + # 90% probability of using standard block size, 10% probability of using larger blocks (e.g., 2-4 consecutive blocks) + if random.random() < 0.9: + return self.block_size + else: + # Randomly select 2-4 consecutive blocks + return self.block_size * random.randint(2, 4) + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate KV-cache access duration, usually short""" + # KV-cache access is usually very fast + base_duration = 1 + # May have small random fluctuations + duration = max(1, int(base_duration * random.uniform(0.8, 1.5))) + return duration + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate KV-cache access interval, usually short (high-frequency access)""" + # Default base interval time + base_gap = 5 + # Use time_gap parameter from kwargs if provided + time_gap = kwargs.get("time_gap", base_gap) + # High-frequency access, interval is usually a small fraction of time_gap + return max(0, int(time_gap * random.uniform(0.1, 0.3))) + + +class TickHighLoadGenerator(TickGenerator): + """ + High-load memory access pattern generator, simulates memory access behavior of compute-intensive workloads. + + Features: + 1. Memory-intensive access, large memory blocks accessed frequently + 2. Short access intervals, simulating high throughput + 3. Some locality, but overall high randomness + 4. Relatively long duration, simulating compute operations + """ + + def __init__( + self, + settings: Settings, + min_block_size: int = 128, + max_block_size: int = 512, + locality_factor: float = 0.4, + ): + super().__init__(settings) + # High-load access configuration + self.min_block_size = min_block_size # Minimum block size + self.max_block_size = max_block_size # Maximum block size + self.locality_factor = locality_factor + self.current_region = 0 + # Define local region size + self.region_size = min(1024, self.settings.L // 4) + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate high-load memory access address, with some locality but overall random""" + # Decide whether to access within current region or randomly jump to new region based on locality factor + if random.random() < self.locality_factor and pre_req is not None: + # Local access within current region, allow some offset + offset = random.randint(-self.region_size // 4, self.region_size // 4) + addr = self.current_region + offset + else: + # Random jump to new region + num_regions = max(1, self.settings.L // self.region_size) + self.current_region = random.randint(0, num_regions - 1) * self.region_size + addr = self.current_region + + # Add some random offset to increase access randomness + addr += random.randint(0, self.region_size // 2) + + # Ensure address is within valid range and leaves enough space for memory block + max_addr = self.settings.L - self.max_block_size + return max(0, min(addr, max_addr)) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate high-load memory access size, usually large""" + # Generate a larger memory block size between min and max + size = random.randint(self.min_block_size, self.max_block_size) + # Sometimes access larger blocks (simulating batch operations) + if random.random() < 0.1: + size = size * random.randint(2, 4) + # Ensure size does not exceed physical and virtual memory limits + return min(size, self.settings.M, self.settings.L) + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate high-load memory access duration, usually longer""" + # Base duration, affected by time_gap parameter + base_duration = kwargs.get("time_gap", 100) * random.uniform(0.5, 1.5) + # Consider impact of access size on duration + if pre_req is not None: + # If previous request size is large, may need more time + if pre_req.size > self.max_block_size: + base_duration *= random.uniform(1.2, 2.0) + # Ensure duration is within reasonable range + duration = max(5, int(base_duration)) + return min(duration, MAX_TIME) + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate high-load memory access interval, usually short""" + # Base interval time, affected by time_gap parameter + base_gap = kwargs.get("time_gap", 100) + # Under high load, intervals are usually short but with some randomness + gap = base_gap * random.uniform(0.1, 0.4) + # May have extremely short intervals (simulating true high load) + if random.random() < 0.2: + gap = 1 + return max(0, int(gap)) + + +class TickMixedPrecisionTrainingGenerator(TickGenerator): + """ + Mixed-precision training memory access pattern generator, simulates memory access behavior during mixed-precision training of deep learning models. + + Features: + 1. Alternating access to different precision data regions (simulating FP16, FP32, etc.) + 2. Frequent switching between weights, gradients, and optimizer states + 3. Clear training cycle patterns including forward propagation, backward propagation, and parameter updates + 4. Memory access shows certain regularity and cyclical nature + """ + + def __init__( + self, + settings: Settings, + layer_size: int = 256, + num_layers: int = 10, + model_region_start: int = 0, + ): + super().__init__(settings) + # Mixed-precision training configuration + self.layer_size = layer_size # Size per layer + # Number of network layers + self.num_layers = num_layers + self.region_start = model_region_start + + self.current_layer = 0 + self.current_phase = ( + 0 # 0: forward propagation, 1: backward propagation, 2: parameter update + ) + self.current_access_type = 0 # 0: weights, 1: gradients, 2: optimizer states + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate mixed-precision training memory access address, simulating access to different training phases and data types""" + # Update current training phase and access type, simulating training cycle + if random.random() < 0.1 or pre_req is None: + # 10% probability to switch to next phase + self.current_phase = (self.current_phase + 1) % 3 + + # Update access type and layer based on phase + if self.current_phase == 0: # Forward propagation + self.current_access_type = 0 # Mainly access weights + self.current_layer = random.randint(0, self.num_layers - 1) + elif self.current_phase == 1: # Backward propagation + self.current_access_type = 1 # Mainly access gradients + self.current_layer = random.randint(0, self.num_layers - 1) + else: # Parameter update + self.current_access_type = random.randint( + 0, 2 + ) # Randomly access weights, gradients, or optimizer states + self.current_layer = random.randint(0, self.num_layers - 1) + + # Calculate address based on current phase, access type, and layer + region_offset = self.current_access_type * self.layer_size * self.num_layers + layer_offset = self.current_layer * self.layer_size + addr = self.region_start + region_offset + layer_offset + + # Add some random offset to simulate accessing different parts within the layer + addr += random.randint(0, self.layer_size // 2) + + # Ensure address is within valid range + max_addr = self.settings.L - 64 # Leave enough space for memory block + return max(0, min(addr, max_addr)) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate mixed-precision training memory access size, simulating access to different precision data""" + # Determine access size based on access type and phase + if self.current_phase == 0: # Forward propagation, may use low precision data + if random.random() < 0.6: # 60% probability to use half precision size + base_size = 32 # Simulate FP16 access + else: + base_size = 64 # Simulate FP32 access + elif ( + self.current_phase == 1 + ): # Backward propagation, may mix different precisions + if random.random() < 0.5: # 50% probability to use half precision size + base_size = 32 + else: + base_size = 64 + else: # Parameter update, usually high precision + if random.random() < 0.2: # 20% probability to use half precision size + base_size = 32 + else: + base_size = 64 + + # May adjust size based on current access type + if self.current_access_type == 2: # Optimizer states may be larger + base_size = base_size * 2 + + # Add some random variation + size = int(base_size * random.uniform(0.8, 1.5)) + # Ensure size is power of 2 (common data alignment requirement) + size = 2 ** int(np.ceil(np.log2(max(16, size)))) + return min(size, self.settings.M, self.settings.L) + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate mixed-precision training memory access duration, simulating operations with different computational intensities""" + # Base duration time, affected by time_gap parameter + base_duration = kwargs.get("time_gap", 100) * random.uniform(0.3, 0.8) + + # Adjust duration based on phase + if self.current_phase == 0: # Forward propagation + base_duration *= random.uniform(0.8, 1.2) + elif ( + self.current_phase == 1 + ): # Backward propagation (usually more resource intensive) + base_duration *= random.uniform(1.2, 2.0) + else: # Parameter update + base_duration *= random.uniform(0.5, 1.0) + + # Ensure duration is within reasonable range + duration = max(3, int(base_duration)) + return min(duration, MAX_TIME) + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate mixed-precision training memory access interval, simulating computation and memory access switching during training""" + # Base interval time, affected by time_gap parameter + base_gap = kwargs.get("time_gap", 100) + + # Adjust interval based on phase + if self.current_phase == 0: # Forward propagation + gap = base_gap * random.uniform(0.1, 0.3) + elif self.current_phase == 1: # Backward propagation + gap = base_gap * random.uniform(0.15, 0.4) + else: # Parameter update + gap = base_gap * random.uniform(0.2, 0.5) + + # May have burst continuous access during training + if random.random() < 0.1: + gap = 1 + + return max(0, int(gap)) + + +class TickBinMarkovPlusGenerator(TickGenerator): + """ + Tick generator implementation that uses Markov chains with bin-based states + to generate memory access parameters with temporal patterns. + """ + + def __init__(self, settings: Settings): + super().__init__(settings) + self.bins = self._gen_random_bins() + self.P = self._gen_random_trans_matrix(self.bins) + + @staticmethod + def _gen_random_bins() -> list: + """Randomly generate bins for duration""" + # Number of bins, range from 3 to 7 + num_bins = random.randint(3, 7) + # Start from 1 (minimum duration is 1 as well) + current_value = 1 + bins = [current_value] + for _ in range(num_bins - 1): + # Randomly select growth factor, range from 2 to 8 + growth_factor = random.uniform(2, 8) + # Generate next bin value, ensure at least increase by 5 + next_value = max(int(current_value * growth_factor), current_value + 5) + # To make bin values look like 10, 50, 100, etc., round to nearest multiple of 5 or 10 + if next_value < 50: + next_value = round(next_value / 5) * 5 + else: + next_value = round(next_value / 10) * 10 + bins.append(next_value) + current_value = next_value + + return bins + + @staticmethod + def _gen_random_trans_matrix(bins: list) -> np.ndarray: + """Generate random state transition matrix""" + k = len(bins) - 1 + P = np.zeros((k, k)) + + for i in range(k): + base_probs = np.zeros(k) + for j in range(k): + # Tend to transfer to smaller bins + base_probs[j] = np.exp(-1.0 * (j - i)) + + noise = np.random.uniform(0.5, 2, size=k) + noisy_probs = base_probs * noise + P[i] = noisy_probs / noisy_probs.sum() + + return P + + def gen_new_duration(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate a new duration using Markov chain based on previous duration's bin.""" + cur_start = kwargs.get("start", 0) + cur_req_size = kwargs.get("size", 1) + if pre_req is None: + random_bin_idx = random.randint(0, len(self.bins) - 2) + return random.randint( + self.bins[random_bin_idx], self.bins[random_bin_idx + 1] + ) + + prob_for_large_duration = np.random.random() + remain_time_budget_ratio = (MAX_TIME - pre_req.start) / MAX_TIME + prob_for_large_duration *= remain_time_budget_ratio + + if prob_for_large_duration < 1 / 2: + pre_dur = pre_req.time + bin_idx = np.digitize([pre_dur], self.bins)[0] - 1 + bin_idx = np.clip(bin_idx, 0, self.P.shape[0] - 1) + probs = self.P[bin_idx] + probs = probs / probs.sum() # Normalize probabilities + next_bin = np.random.choice(len(probs), p=probs) + + # Generate value within the selected bin + low = self.bins[next_bin] + # Handle last bin specially to avoid index error + high = self.bins[next_bin + 1] if next_bin + 1 < len(self.bins) else low * 2 + val = np.random.uniform(low, high) + new_dur = max(1, int(round(val))) # Ensure duration is at least 1 + else: + io_time = (cur_req_size * MEM_BANDWIDTH) % self.settings.M + multiplier = float(np.random.uniform(0.5, 3.0)) + required_min = max(1, int(io_time * multiplier)) + if cur_start + required_min > MAX_TIME: + required_min = cur_start * np.random.uniform(0.001, 0.05) + new_dur = required_min + + new_dur = min(new_dur % MAX_TIME, MAX_TIME) + return new_dur + + def gen_new_start_gap(self, pre_req: Optional[Request] = None, **kwargs) -> int: + """Generate a new start gap based on previous duration using normal distribution.""" + if pre_req is None: + random_bin_idx = random.randint(0, len(self.bins) - 2) + pre_dur = random.randint( + self.bins[random_bin_idx], self.bins[random_bin_idx + 1] + ) + else: + pre_dur = pre_req.time + + randomly_prob = np.random.random() + remain_time_budget_ratio = (MAX_TIME - pre_req.start) / MAX_TIME + randomly_prob *= remain_time_budget_ratio + + if randomly_prob < 1 / 2: + mean_val = pre_dur * np.random.uniform(0.1, 0.5) + sigma_val = mean_val * np.random.uniform(1, 2) + gap = np.random.normal(loc=mean_val, scale=sigma_val) + new_start_gap = max(0, int(round(gap))) # Ensure gap is non-negative + elif 1 / 2 <= randomly_prob < 1 and pre_req: + pre_io_time = pre_req.size * MEM_BANDWIDTH + pre_comp_time = pre_req.time + alpha = np.random.random() + new_start_gap = int(alpha * pre_io_time + (1 - alpha) * pre_comp_time) + else: + new_start_gap = 0 + if MAX_TIME - pre_req.start < new_start_gap: + new_start_gap = 0 + return new_start_gap + + def gen_new_addr(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return np.random.randint(0, self.settings.L - 1) + + def gen_new_size(self, pre_req: Optional[Request] = None, **kwargs) -> int: + return np.random.randint(1, self.settings.M) diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/logger.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/logger.py" new file mode 100644 index 0000000..5d33d0d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/logger.py" @@ -0,0 +1,26 @@ +import logging + +import colorlog + +logger = logging.getLogger("colorlog") + + +def init(color="auto"): + handler = colorlog.StreamHandler() + if color == "always" or color == "auto" and handler.stream.isatty(): + handler.setFormatter( + colorlog.ColoredFormatter( + "%(log_color)s[%(levelname)s]%(reset)s %(message)s", + log_colors={ + "DEBUG": "cyan", + "INFO": "green", + "WARNING": "yellow", + "ERROR": "red", + "CRITICAL": "bold_red,bg_white", + }, + ) + ) + else: + handler.setFormatter(logging.Formatter("[%(levelname)s] %(message)s")) + logger.addHandler(handler) + logger.setLevel(logging.INFO) diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/main.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/main.py" new file mode 100755 index 0000000..315320f --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/main.py" @@ -0,0 +1,546 @@ +#!/usr/bin/env python3 + +from __future__ import annotations + +import argparse +import logging +import os +import resource +import signal +import sys +import time + +import logger +from model import Settings, Action, Request + + +DESCRIPTION = "Tool for ChinaSoft 2025 Heterogeneous Memory Challenge." +CPU_LIMIT = int(os.environ.get("CPU_LIMIT", 10)) # 10 seconds +RAM_LIMIT = int(os.environ.get("RAM_LIMIT", 1)) * 1024**3 # 1 GiB + + +def file_path(parser, s, allow_stdin: bool = True) -> str: + if os.path.isfile(s) or (allow_stdin and s == "-"): + return s + parser.error(f"File '{s}' does not exist.") + + +def parse_extra_args(parser, extra_args): + kwargs = {} + key = None + + for arg in extra_args: + if arg.startswith("-"): + key = arg.lstrip("-") + kwargs[key] = True + else: + if key is None: + parser.error(f"Unexpected argument '{arg}' without a preceding key.") + kwargs[key] = arg + key = None + + return kwargs + + +def set_resource_limits(memory_limit=RAM_LIMIT): + """ + Set resource limits for memory usage. + + Args: + memory_limit: Maximum memory in bytes (default: RAM_LIMIT) + """ + try: + # Set memory limit (in bytes) + resource.setrlimit(resource.RLIMIT_AS, (memory_limit, memory_limit)) + except (ValueError, OSError) as e: + logger.logger.warning(f"Failed to set resource limits: {e}") + + +class TimeoutException(Exception): + """Exception raised when algorithm execution times out.""" + + pass + + +def timeout_handler(signum, frame): + """Handler for SIGALRM - raises TimeoutException.""" + raise TimeoutException("Algorithm exceeded time limit") + + +def common_parser() -> argparse.ArgumentParser: + parser = argparse.ArgumentParser(description=DESCRIPTION) + parser.add_argument( + "-c", + "--color", + choices=["auto", "always", "never"], + help="Colorize the output. (default: auto)", + default="auto", + ) + parser.add_argument( + "-i", + "--input", + required=True, + type=lambda s: file_path(parser, s), + help="Input file for the tool. (or '-' for stdin)", + ) + return parser + + +def do_data_gen() -> int: + from generator import RequestBuilder, TickGenerator + + parser = argparse.ArgumentParser(description=DESCRIPTION) + parser.add_argument( + "-c", + "--color", + choices=["auto", "always", "never"], + help="Colorize the output. (default: auto)", + default="auto", + ) + parser.add_argument( + "-i", + "--input", + required=True, + help="Input file for the tool. (or '-' for stdout)", + ) + parser.add_argument( + "-f", + "--force", + action="store_true", + help="Overwrite the input file if it already exists.", + ) + parser.add_argument("--seed", type=int, default=42, help="Random seed.") + parser.add_argument( + "-m", + "--mode", + choices=TickGenerator.list_modes(), + default=TickGenerator.list_modes()[0], + help="Mode of data generation.", + ) + parser.add_argument( + "-g", + "--max-time-gap", + type=int, + default=100, + help="Max time gap between two consecutive requests.", + ) + parser.add_argument( + "-L", + "--virtual-memory-size", + type=int, + default=1000, + help="Virtual memory size.", + ) + parser.add_argument( + "-M", + "--physical-memory-size", + type=int, + default=800, + help="Physical memory size.", + ) + parser.add_argument( + "-N", + "--num-requests", + type=int, + default=10, + help="Number of requests to generate.", + ) + parser.add_argument("extra_args", nargs=argparse.REMAINDER) + + args = parser.parse_args() + extra_args = parse_extra_args(parser, args.extra_args) + + if os.path.exists(args.input) and args.input != "-": + if args.force: + import shutil + + if os.path.isfile(args.input): + os.remove(args.input) + else: + shutil.rmtree(args.input) + else: + parser.error(f"Path '{args.input}' already exists.") + + logger.init(args.color) + + settings = Settings( + args.virtual_memory_size, args.physical_memory_size, args.num_requests + ) + generator = TickGenerator.from_mode(args.mode, settings, **extra_args) + builder = RequestBuilder(settings) + requests = builder.build(generator, args.max_time_gap, seed=args.seed) + settings.N = len(requests) + + with ( + sys.stdout if args.input == "-" else open(args.input, "w", encoding="utf-8") + ) as input_textio: + Request.into_textio(input_textio, settings, requests) + + return 0 + + +def do_migrate() -> int: + from migrator import Migrator + + parser = argparse.ArgumentParser(description=DESCRIPTION) + parser.add_argument("inputs", nargs="+", help="Input files to migrate.") + parser.add_argument( + "-m", + "--migration", + choices=Migrator.list_types(), + required=True, + help="Migration type.", + ) + args = parser.parse_args() + + migrator = Migrator.from_type(args.migration) + for inp in args.inputs: + with open(inp, "r", encoding="utf-8") as input_textio: + settings, requests = Request.from_textio(input_textio) + migrated_requests = migrator.migrate(settings, requests) + with open(inp, "w", encoding="utf-8") as output_textio: + Request.into_textio(output_textio, settings, migrated_requests) + + return 0 + + +def do_solve() -> int: + from algorithms import Algorithm + + parser = common_parser() + parser.add_argument( + "-o", + "--output", + required=True, + help="Output file for the solution. (or '-' for stdout)", + ) + parser.add_argument( + "-f", + "--force", + action="store_true", + help="Overwrite the output file if it already exists.", + ) + parser.add_argument( + "-a", + "--algorithm", + choices=Algorithm.list_names(), + default=Algorithm.best_name(), + help="Algorithm to use for solving the problem.", + ) + parser.add_argument( + "--check-limit", + action="store_true", + help="Check resource limits during execution.", + ) + args = parser.parse_args() + + if args.input == "-" and args.output == "-": + parser.error("Input and output cannot both be stdin ('-').") + + if os.path.exists(args.output) and args.output != "-": + if args.force: + import shutil + + if os.path.isfile(args.output): + os.remove(args.output) + else: + shutil.rmtree(args.output) + else: + parser.error(f"Path '{args.output}' already exists.") + + logger.init(args.color) + + def run(): + now = time.time() + with ( + sys.stdin if args.input == "-" else open(args.input, "r", encoding="utf-8") + ) as input_textio: + settings, requests = Request.from_textio(input_textio) + + algorithm = Algorithm.from_name(args.algorithm, settings) + + actions = algorithm.fit(requests) + with ( + sys.stdout + if args.output == "-" + else open(args.output, "w", encoding="utf-8") + ) as output_textio: + Action.into_textio(output_textio, actions) + elapsed = time.time() - now + logger.logger.info(f"Algorithm finished in {elapsed:.2f} seconds 🚀") + + if args.check_limit: + limit_state = None + set_resource_limits(memory_limit=RAM_LIMIT) + try: + old_handler = signal.signal(signal.SIGALRM, timeout_handler) + signal.alarm(CPU_LIMIT) + + try: + run() + finally: + # Cancel the alarm and restore old handler + signal.alarm(0) + signal.signal(signal.SIGALRM, old_handler) + + except TimeoutException: + limit_state = "CPU" + return 1 + except MemoryError: + limit_state = "Memory" + return 1 + finally: + # Log the state here instead of in the except blocks to avoid memory limit issues + if limit_state == "CPU": + logger.logger.error("❌ Algorithm exceeded CPU limit") + elif limit_state == "Memory": + logger.logger.error("❌ Algorithm exceeded memory limit") + else: + run() + + return 0 + + +def do_validate() -> int: + from validator import Validator + + parser = common_parser() + parser.add_argument( + "-o", + "--output", + type=lambda s: file_path(parser, s), + help="Output file for validation. If not provided, only input validation is performed. \ +(or '-' for stdin)", + ) + parser.add_argument( + "--current-best", + type=str, + help="File containing the current best solution to compare against.", + ) + parser.add_argument( + "--strict-best", + action="store_true", + help="Fail if not better than current best.", + ) + parser.add_argument( + "-v", "--verbose", action="store_true", help="Enable verbose output." + ) + args = parser.parse_args() + + if args.input == "-" and args.output == "-": + parser.error("Input and output cannot both be stdin ('-').") + + logger.init(args.color) + + if args.verbose: + logger.logger.setLevel(logging.DEBUG) + + with ( + sys.stdin if args.input == "-" else open(args.input, "r", encoding="utf-8") + ) as input_textio: + settings, requests = Request.from_textio(input_textio) + if args.output: + with ( + sys.stdin + if args.output == "-" + else open(args.output, "r", encoding="utf-8") + ) as output_textio: + actions = Action.from_textio(settings, requests, output_textio) + else: + actions = None + validator = Validator(settings, requests, actions, verbose=args.verbose) + if not validator.validate(): + return 1 + + if args.current_best and actions: + fin_time = actions[-1].time + if os.path.exists(args.current_best): + with open(args.current_best, "r", encoding="utf-8") as best_textio: + best_time = int(best_textio.readline().strip()) + if fin_time > best_time: + if args.strict_best: + logger.logger.error( + f"Solution is not better than the current best. ❌ {fin_time} > {best_time}" + ) + return 1 + else: + logger.logger.warning( + f"Solution is not better than the current best. ⚠️ {fin_time} > {best_time}" + ) + elif fin_time < best_time: + logger.logger.info(f"New best solution found! 🎉 {fin_time} < {best_time}") + with open(args.current_best, "w", encoding="utf-8") as best_textio: + best_textio.write(f"{actions[-1].time}\n") + else: + with open(args.current_best, "w", encoding="utf-8") as best_textio: + best_textio.write(f"{actions[-1].time}\n") + return 0 + + +def do_visualise() -> int: + from validator import Validator + from visualizer import Visualizer + + parser = common_parser() + parser.add_argument( + "-o", + "--output", + required=True, + type=lambda s: file_path(parser, s), + help="Output file for validation. (or '-' for stdin)", + ) + parser.add_argument( + "-p", + "--path", + type=str, + required=True, + help="Path to save the visualization output. Suggest an SVG file.", + ) + parser.add_argument( + "-f", + "--force", + action="store_true", + help="Overwrite the output path if it already exists.", + ) + parser.add_argument( + "--trust", + action="store_true", + help="Trust that the input and output are valid. Skips validation step.", + ) + args = parser.parse_args() + + if args.input == "-" and args.output == "-": + parser.error("Input and output cannot both be stdin ('-').") + + if os.path.exists(args.path): + if args.force: + import shutil + + if os.path.isfile(args.path): + os.remove(args.path) + else: + shutil.rmtree(args.path) + else: + parser.error(f"Path '{args.path}' already exists.") + + logger.init(args.color) + + with ( + sys.stdin if args.input == "-" else open(args.input, "r", encoding="utf-8") + ) as input_textio: + settings, requests = Request.from_textio(input_textio) + with ( + sys.stdin if args.output == "-" else open(args.output, "r", encoding="utf-8") + ) as output_textio: + actions = Action.from_textio(settings, requests, output_textio) + + if not args.trust: + validator = Validator(settings, requests, actions, verbose=False) + if not validator.validate(): + return 1 + + visualizer = Visualizer(settings, requests, actions) + visualizer.visualize(args.path) + return 0 + + +def do_compare() -> int: + import re + + from comparator import Comparator + + parser = argparse.ArgumentParser(description=DESCRIPTION) + parser.add_argument( + "-i", + "--input", + required=True, + type=lambda s: file_path(parser, s, allow_stdin=False), + help="Input file for the tool.", + ) + parser.add_argument( + "-o", + "--outputs", + required=True, + nargs="+", + type=lambda s: file_path(parser, s, allow_stdin=False), + help="Output files to compare.", + ) + parser.add_argument( + "--input-pattern", + type=str, + default="{name}.in", + help="Input file pattern with '{name}' placeholder.", + ) + parser.add_argument( + "--output-pattern", + type=str, + default="{name}.{algo}.out", + help="Output file pattern with '{name}' and '{algo}' placeholders.", + ) + parser.add_argument( + "-s", + "--style", + type=str, + default="markdown", + choices=Comparator.list_styles(), + help="Output style for comparison table.", + ) + args = parser.parse_args() + + input_re = re.escape(args.input_pattern).replace(r"\{name\}", r"(?P.+)") + output_re = ( + re.escape(args.output_pattern) + .replace(r"\{name\}", r"(?P.+)") + .replace(r"\{algo\}", r"(?P.+)") + ) + input_match = re.match(input_re, args.input) + if not input_match: + parser.error( + f"Input file '{args.input}' does not match the input pattern '{args.input_pattern}'." + ) + input_name = input_match.group("name") + with open(args.input, "r", encoding="utf-8") as input_textio: + settings, requests = Request.from_textio(input_textio) + + actions_dict = {} + for output_file in args.outputs: + output_match = re.match(output_re, output_file) + if not output_match: + parser.error( + f"Output file '{output_file}' does not match the output pattern '{args.output_pattern}'." + ) + output_name = output_match.group("name") + algo_name = output_match.group("algo") + if output_name != input_name: + parser.error( + f"Output file '{output_file}' name '{output_name}' does not match input name '{input_name}'." + ) + with open(output_file, "r", encoding="utf-8") as output_textio: + actions = Action.from_textio(settings, requests, output_textio) + actions_dict[algo_name] = actions + + comparator = Comparator(settings, requests, actions_dict, args.style) + sys.stdout.write(comparator.emit_table()) + return 0 + + +if __name__ == "__main__": + match os.path.basename(sys.argv[0]): + case "data-gen": + exit(do_data_gen()) + case "migrate": + exit(do_migrate()) + case "solve": + exit(do_solve()) + case "validate": + exit(do_validate()) + case "visualise": + exit(do_visualise()) + case "compare": + exit(do_compare()) + case _: + print( + "Please invoke one of the specific tools: data-gen, migrate, solve, validate, visualise, compare.", + file=sys.stderr, + ) + exit(1) diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/migrator.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/migrator.py" new file mode 100644 index 0000000..d515c53 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/migrator.py" @@ -0,0 +1,52 @@ +from __future__ import annotations + +from abc import ABC, abstractmethod + +from model import Settings, Request + + +class Migrator(ABC): + @abstractmethod + def migrate(self, settings: Settings, requests: list[Request]) -> list[Request]: + pass + + @classmethod + def list_types(cls) -> list[str]: + return ["v1-to-v2"] + + @classmethod + def from_type(cls, typ: str) -> Migrator: + match typ: + case "v1-to-v2": + return MigratorV1() + case _: + raise ValueError(f"Unknown migrator type: {typ}") + + +class MigratorV1(Migrator): + """ + This migrator handles migration for version 1 requests. + """ + + def migrate(self, settings: Settings, requests: list[Request]) -> list[Request]: + """ + In V1, requests that have identical `start` may have different `time`. However, V2 says + that requests with identical `start` must also have identical `time`. Therefore, we need + to migrate the requests by grouping them by `start` and assigning a proper `time` for each + group. + """ + migrated_requests: list[Request] = [] + start_to_time: dict[int, int] = {} + for request in requests: + if request.start not in start_to_time: + start_to_time[request.start] = request.time + migrated_requests.append( + Request( + settings, + request.addr, + request.size, + request.start, + start_to_time[request.start], + ) + ) + return migrated_requests diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/model.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/model.py" new file mode 100644 index 0000000..bf1a02d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/model.py" @@ -0,0 +1,196 @@ +from __future__ import annotations + +from abc import ABC, abstractmethod +from dataclasses import dataclass +from typing import TextIO + +MAX_MEM_SIZE = 100000 +MAX_REQ_NUM = 10000 +MAX_TIME = 10**9 +MEM_BANDWIDTH = 40 + + +@dataclass +class Settings: + def __init__(self, L: int, M: int, N: int) -> None: + assert 1 <= M <= L <= MAX_MEM_SIZE, "Constraints on L and M are not satisfied." + assert 1 <= N <= MAX_REQ_NUM, "Constraints on N are not satisfied." + self.L = L # Virtual memory size + self.M = M # Physical memory size + self.N = N # Number of requests + + def __repr__(self): + return f"Settings(L={self.L}, M={self.M}, N={self.N})" + + +class Action(ABC): + def __init__(self, time: int) -> None: + self.time = time + + @abstractmethod + def cost(self) -> int: + raise NotImplementedError + + @abstractmethod + def __str__(self) -> str: + raise NotImplementedError + + @abstractmethod + def __repr__(self): + return NotImplementedError + + @classmethod + def from_textio( + cls, settings: Settings, requests: list[Request], textio: TextIO + ) -> list[Action]: + lines = textio.readlines() + actions: list[Action] = [] + for line in lines: + parts = line.strip().split() + action_type = parts[0] + + match action_type: + case "Reload": + time, addr, size = map(int, parts[1:]) + actions.append(ReloadAction(settings, time, addr, size)) + case "Visit": + time, index = map(int, parts[1:]) + assert 0 <= index < settings.N, "Request index is out of bounds." + actions.append(VisitAction(settings, time, index, requests[index])) + case "Offload": + time, addr, size = map(int, parts[1:]) + actions.append(OffloadAction(settings, time, addr, size)) + case "Fin": + time = int(parts[1]) + actions.append(FinAction(time)) + case _: + raise ValueError(f"Unknown action type: {action_type}") + + return actions + + @classmethod + def into_textio(cls, textio: TextIO, actions: list[Action]) -> None: + for action in actions: + textio.write(str(action) + "\n") + + +class ReloadAction(Action): + def __init__(self, settings: Settings, time: int, addr: int, size: int) -> None: + super().__init__(time) + assert 0 <= addr < settings.L, "Address is out of bounds." + assert 1 <= addr + size <= settings.L, "Size exceeds memory limit." + self.addr = addr + self.size = size + + def cost(self) -> int: + return MEM_BANDWIDTH * self.size + + def __str__(self) -> str: + return f"Reload {self.time} {self.addr} {self.size}" + + def __repr__(self): + return f"ReloadAction(time={self.time}, addr={self.addr}, size={self.size})" + + +class VisitAction(Action): + def __init__(self, settings: Settings, time: int, index: int, req: Request) -> None: + super().__init__(time) + assert 0 <= index < settings.N, "Request index is out of bounds." + self.index = index + self.request = req + + def cost(self) -> int: + return self.request.time + + def __str__(self) -> str: + return f"Visit {self.time} {self.index}" + + def __repr__(self): + return f"VisitAction(time={self.time}, index={self.index}, request={repr(self.request)})" + + +class OffloadAction(Action): + def __init__(self, settings: Settings, time: int, addr: int, size: int) -> None: + super().__init__(time) + assert 0 <= addr < settings.L, "Address is out of bounds." + assert 1 <= addr + size <= settings.L, "Size exceeds memory limit." + self.addr = addr + self.size = size + + def cost(self) -> int: + return MEM_BANDWIDTH * self.size + + def __str__(self) -> str: + return f"Offload {self.time} {self.addr} {self.size}" + + def __repr__(self): + return f"OffloadAction(time={self.time}, addr={self.addr}, size={self.size})" + + +class FinAction(Action): + def __init__(self, time: int) -> None: + super().__init__(time) + + def cost(self) -> int: + return 0 + + def __str__(self) -> str: + return f"Fin {self.time}" + + def __repr__(self): + return f"FinAction(time={self.time})" + + +@dataclass +class Request: + def __init__( + self, settings: Settings, addr: int, size: int, start: int, time: int + ) -> None: + assert 0 <= addr < settings.L, "Address is out of bounds." + assert 1 <= addr + size <= settings.L, "Size exceeds memory limit." + assert 0 <= start, "Start time is out of bounds." + assert 1 <= start + time <= MAX_TIME, "Duration time is out of bounds." + self.addr = addr + self.size = size + self.start = start + self.time = time + + def __eq__(self, value): + if not isinstance(value, Request): + return False + return ( + self.addr == value.addr + and self.size == value.size + and self.start == value.start + and self.time == value.time + ) + + def __str__(self): + return f"{self.addr} {self.size} {self.start} {self.time}" + + def __repr__(self): + return f"Request(addr={self.addr}, size={self.size}, start={self.start}, time={self.time})" + + @classmethod + def from_textio(cls, textio: TextIO) -> list[Request]: + lines = textio.readlines() + L, M, N = map(int, lines[0].strip().split()) + settings = Settings(L, M, N) + + assert len(lines) == N + 1, "Number of lines does not match N." + + requests = [] + for i in range(1, N + 1): + addr, size, start, time = map(int, lines[i].strip().split()) + requests.append(Request(settings, addr, size, start, time)) + + return settings, requests + + @classmethod + def into_textio( + cls, textio: TextIO, settings: Settings, requests: list[Request] + ) -> None: + assert len(requests) == settings.N, "Number of requests does not match N." + textio.write(f"{settings.L} {settings.M} {settings.N}\n") + for req in requests: + textio.write(str(req) + "\n") diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/.gitignore" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/.gitignore" new file mode 100644 index 0000000..fbbdd5f --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/.gitignore" @@ -0,0 +1 @@ +checker diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/Makefile" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/Makefile" new file mode 100644 index 0000000..39965a9 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/Makefile" @@ -0,0 +1,10 @@ +TARGET := checker +SRC := checker.cc + +all: $(TARGET) + +$(TARGET): $(SRC) + g++ -O2 -g -o $@ $< + +clean: + rm -f $(TARGET) diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/README.md" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/README.md" new file mode 100644 index 0000000..0b1716c --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/README.md" @@ -0,0 +1,3 @@ +# THIS FOLDER IS COPIED FROM CHINASOFT 25 HETEROGENEOUS MEMORY CHALLENGE OFFICIAL REPOSITORY + +The official repository of the Heterogeneous Memory Challenge checker can be found at: https://gitee.com/openeuler/heterogeneous_systems_programming diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/checker.cc" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/checker.cc" new file mode 100644 index 0000000..a23aa85 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/checker.cc" @@ -0,0 +1,194 @@ +#include "testlib.h" + +struct Input { + int L, M, N; + struct Ops { + int addr, size, start, tim; + }; + std::vector ops; +}input; + +struct Output { + struct Ops { + std::string opName; + uint64_t T; + int A, S; + }; + std::vector ops; +}output; + +void check_input() +{ + input.L = inf.readInt(1, 100000, "L"); + input.M = inf.readInt(1, input.L, "M"); + input.N = inf.readInt(1, 10000, "N"); + int last_start = -1; + int N = input.N, L = input.L; + for (int i = 0; i < N; i++) { + int addr = inf.readInt(0, L - 1, "addr_i"); + int size = inf.readInt(1, L, "size_i"); + int start = inf.readInt(0, 1e9, "start_i"); + int tim = inf.readInt(0, 1e9, "time_i"); + quitif(addr + size > L, _fail, "[Invalid Input] addr + size > L, where addr = %d, size = %d, L = %d", addr, size, L); + quitif(start < last_start, _fail, "[Invalid Input] start[%d] > start[%d] (%d > %d)", i - 1, i, last_start, start); + if (start == last_start) { + quitif(input.ops[i - 1].tim != tim, _fail, "[Invalid Input] start[%d] == start[%d] but time[%d] != time[%d]", + i - 1, i, i - 1, i); + } + last_start = start; + input.ops.push_back({addr, size, start, tim}); + } + if (inf.seekEof() == false) { + quitf(_fail, "[Invalid Input] Find task numbers greater than N (which is %d).", N); + } + inf.readEof(); +} + +void check_output() +{ + int last_visit = -1; + uint64_t last_T = 0; + int totalReadLines = 0; + bool finish = false; + std::vector duplicate(input.N, false); + + while (!finish) { + std::string opName = ouf.readWord(); + uint64_t T; + int A, S = 0; + totalReadLines++; + if (totalReadLines > 10 * input.N) { + quitf(_pe, "[Invalid Output] Too many lines. %d > 10n", totalReadLines); + } + if (opName == "Reload") { + T = ouf.readLong(0, (long long)1e18, "T"); + A = ouf.readInt(0, input.L - 1, "A"); + S = ouf.readInt(1, input.L, "S"); + quitif(A + S > input.L, _wa, "[Invalid Output] Reload addr + size > L, where addr = %d, size = %d, L = %d", A, S, input.L); + } else if (opName == "Visit") { + T = ouf.readLong(0, (long long)1e18, "T"); + A = ouf.readInt(0, input.N - 1, "A"); + quitif(duplicate[A], _wa, "[Invalid Output] Output (Visit %d) more than once.", A); + duplicate[A] = true; + if (last_visit != -1 && input.ops[last_visit].start == input.ops[A].start) { + // PASS. We do not care the Visit order in the same task. + } else { + quitif(last_visit >= A, _wa, "[Invalid Output] Tasks are not finished by input sequence. %d >= %d. Op[%d] = (%s %llu %d)", + last_visit, A, totalReadLines - 1, opName.c_str(), T, A); + } + last_visit = A; + } else if (opName == "Offload") { + T = ouf.readLong(0, (long long)1e18, "T"); + A = ouf.readInt(0, input.L - 1, "A"); + S = ouf.readInt(1, input.L, "S"); + quitif(A + S > input.L, _wa, "[Invalid Output] Offload addr + size > L, where addr = %d, size = %d, L = %d.", A, S, input.L); + } else if (opName == "Fin") { + T = ouf.readLong(0, (long long)1e18, "T"); + finish = true; + } else { + quitf(_wa, "[Invalid Output] Unknown operator %s", opName.c_str()); + } + quitif(last_T > T, _wa, "[Invalid Output] Output T is not ascending. %llu > %llu. Op[%d] = (%s %llu ...)", + last_T, T, totalReadLines - 1, opName.c_str(), T); + last_T = T; + output.ops.push_back({opName, T, A, S}); + } + int finish_tasks = 0; + for (int i = 0; i < input.N; i++) { + if (duplicate[i]) { + finish_tasks++; + } + } + quitif(finish_tasks != input.N, _wa, "[Invalid Output] Output did not finish all Visit tasks. %d != N (which is %d)", finish_tasks, input.N); + if (ouf.seekEof() == false) { + quitf(_pe, "[Invalid Output] Find extra lines after output Fin."); + } + ouf.readEof(); +} + +uint64_t get_score() +{ + const int MEM_OFFLOAD = -2; + const int MEM_RELOAD = -1; + const uint64_t multiple_IO = 40; + std::vector in_mem(input.L, MEM_OFFLOAD); + std::vector task_finish_at(input.N, 0); + int use_mem = 0; + int nr_output = output.ops.size(); + int last_visit = -1; + uint64_t score = 0; + uint64_t io_time = 0, npu_time = 0; + for (int i = 0; i < nr_output; i++) { + auto curr = output.ops[i]; + if (curr.opName == "Reload") { + quitif(io_time > curr.T, _wa, "[Invalid Output] IO is busy. Last IO task finish at %llu. Op[%d] = (%s %llu %d %d)", + io_time, i, curr.opName.c_str(), curr.T, curr.A, curr.S); + int cnt_tomem = 0; + for (int j = curr.A; j < curr.A + curr.S; j++) { + if (in_mem[j] == MEM_OFFLOAD) { + cnt_tomem++; + in_mem[j] = MEM_RELOAD; + } + } + use_mem += cnt_tomem; + quitif(use_mem > input.M, _wa, "[Invalid Output] Out of Memory. use_mem = %d, M = %d. Op[%d] = (%s %llu %d %d)", + use_mem, input.M, i, curr.opName.c_str(), curr.T, curr.A, curr.S); + io_time = curr.T + multiple_IO * cnt_tomem; + } else if (curr.opName == "Visit") { + uint64_t this_task_finish_time = curr.T + input.ops[curr.A].tim; + if (last_visit != -1 && input.ops[last_visit].start == input.ops[curr.A].start) { + // The same task. + quitif(this_task_finish_time != npu_time, _wa, "[Invalid Output] Visit %d and Visit %d must start at the same time. Op[%d] = (%s %llu %d)", + last_visit, curr.A, i, curr.opName.c_str(), curr.T, curr.A); + } else { + quitif(npu_time > curr.T, _wa, "[Invalid Output] NPU is busy. Last NPU task finish at %llu. Op[%d] = (%s %llu %d)", + npu_time, i, curr.opName.c_str(), curr.T, curr.A); + npu_time = this_task_finish_time; + } + task_finish_at[curr.A] = this_task_finish_time; + last_visit = curr.A; + quitif(curr.T < input.ops[curr.A].start, _wa, "[Invalid Output] Task %d is not ready. Start time = %llu. Op[%d] = (%s %llu %d)", + curr.A, input.ops[curr.A].start, i, curr.opName.c_str(), curr.T, curr.A); + for (int j = input.ops[curr.A].addr; j < input.ops[curr.A].addr + input.ops[curr.A].size; j++) { + quitif(in_mem[j] == MEM_OFFLOAD, _wa, "[Invalid Output] Addr %d is not in memory. Op[%d] = (%s %llu %d)", + j, i, curr.opName.c_str(), curr.T, curr.A); + if (in_mem[j] == MEM_RELOAD || task_finish_at[in_mem[j]] < task_finish_at[curr.A]) { + in_mem[j] = curr.A; + } + } + } else if (curr.opName == "Offload") { + quitif(io_time > curr.T, _wa, "[Invalid Output] IO is busy. Last IO task finish at %llu. Op[%d] = (%s %llu %d %d)", + io_time, i, curr.opName.c_str(), curr.T, curr.A, curr.S); + int cnt_offmem = 0; + for (int j = curr.A; j < curr.A + curr.S; j++) { + if (in_mem[j] == MEM_OFFLOAD) { + continue; + } + if (in_mem[j] != MEM_RELOAD) { + quitif(curr.T < task_finish_at[in_mem[j]], _wa, "[Invalid Output] Addr %d is used by NPU task %d at T=%llu. Op[%d] = (%s %llu %d %d)", + j, in_mem[j], curr.T, i, curr.opName.c_str(), curr.T, curr.A, curr.S); + } + cnt_offmem++; + in_mem[j] = MEM_OFFLOAD; + } + use_mem -= cnt_offmem; + io_time = curr.T + multiple_IO * cnt_offmem; + } else if (curr.opName == "Fin") { + score = std::max(io_time, npu_time); + quitif(score > curr.T, _wa, "[Invalid Output] Output Fin, but not all the resources are freed. Last IO task finish at %llu, Last NPU task finish at %llu", + io_time, npu_time); + score = curr.T; + } + } + return score; +} + +int main(int argc, char *argv[]) +{ + setName("Global_Memory_Planning_for_LLM"); + registerTestlibCmd(argc, argv); + check_input(); + check_output(); + auto score = get_score(); + quitf(_ok, "All tasks finish at %llu", score); +} diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/testlib.h" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/testlib.h" new file mode 100644 index 0000000..4e1d368 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/official-checker/testlib.h" @@ -0,0 +1,6299 @@ +/* + * It is strictly recommended to include "testlib.h" before any other include + * in your code. In this case testlib overrides compiler specific "random()". + * + * If you can't compile your code and compiler outputs something about + * ambiguous call of "random_shuffle", "rand" or "srand" it means that + * you shouldn't use them. Use "shuffle", and "rnd.next()" instead of them + * because these calls produce stable result for any C++ compiler. Read + * sample generator sources for clarification. + * + * Please read the documentation for class "random_t" and use "rnd" instance in + * generators. Probably, these sample calls will be useful for you: + * rnd.next(); rnd.next(100); rnd.next(1, 2); + * rnd.next(3.14); rnd.next("[a-z]{1,100}"). + * + * Also read about wnext() to generate off-center random distribution. + * + * See https://github.com/MikeMirzayanov/testlib/ to get latest version or bug tracker. + */ + +#ifndef _TESTLIB_H_ +#define _TESTLIB_H_ + +/* + * Copyright (c) 2005-2024 + */ + +#define VERSION "0.9.44" + +/* + * Mike Mirzayanov + * + * This material is provided "as is", with absolutely no warranty expressed + * or implied. Any use is at your own risk. + * + * Permission to use or copy this software for any purpose is hereby granted + * without fee, provided the above notices are retained on all copies. + * Permission to modify the code and to distribute modified code is granted, + * provided the above notices are retained, and a notice that the code was + * modified is included with the above copyright notice. + * + */ + +/* NOTE: This file contains testlib library for C++. + * + * Check, using testlib running format: + * check.exe [ [-appes]], + * If result file is specified it will contain results. + * + * Validator, using testlib running format: + * validator.exe < input.txt, + * It will return non-zero exit code and writes message to standard output. + * + * Generator, using testlib running format: + * gen.exe [parameter-1] [parameter-2] [... paramerter-n] + * You can write generated test(s) into standard output or into the file(s). + * + * Interactor, using testlib running format: + * interactor.exe [ [ [-appes]]], + * Reads test from inf (mapped to args[1]), writes result to tout (mapped to argv[2], + * can be judged by checker later), reads program output from ouf (mapped to stdin), + * writes output to program via stdout (use cout, printf, etc). + */ + +const char *latestFeatures[] = { + "Added ConstantBoundsLog, VariablesLog to validator testOverviewLogFile", + "Use setAppesModeEncoding to change xml encoding from windows-1251 to other", + "rnd.any/wany use distance/advance instead of -/+: now they support sets/multisets", + "Use syntax `int t = inf.readInt(1, 3, \"~t\");` to skip the lower bound check. Tildes can be used on either side or both: ~t, t~, ~t~", + "Supported EJUDGE support in registerTestlibCmd", + "Supported '--testMarkupFileName fn' and '--testCase tc/--testCaseFileName fn' for validators", + "Added opt defaults via opt(key/index, default_val); check unused opts when using has_opt or default opt (turn off this check with suppressEnsureNoUnusedOpt()).", + "For checker added --group and --testset command line params (like for validator), use checker.group() or checker.testset() to get values", + "Added quitpi(points_info, message) function to return with _points exit code 7 and given points_info", + "rnd.partition(size, sum[, min_part=1]) returns random (unsorted) partition which is a representation of the given `sum` as a sum of `size` positive integers (or >=min_part if specified)", + "rnd.distinct(size, n) and rnd.distinct(size, from, to)", + "opt(\"some_missing_key\") returns false now", + "has_opt(key)", + "Abort validator on validator.testset()/validator.group() if registered without using command line", + "Print integer range violations in a human readable way like `violates the range [1, 10^9]`", + "Opts supported: use them like n = opt(\"n\"), in a command line you can use an exponential notation", + "Reformatted", + "Use setTestCase(i) or unsetTestCase() to support test cases (you can use it in any type of program: generator, interactor, validator or checker)", + "Fixed issue #87: readStrictDouble accepts \"-0.00\"", + "Fixed issue #83: added InStream::quitif(condition, ...)", + "Fixed issue #79: fixed missed guard against repeated header include", + "Fixed issue #80: fixed UB in case of huge quitf message", + "Fixed issue #84: added readXs(size, indexBase = 1)", + "Fixed stringstream repeated usage issue", + "Fixed compilation in g++ (for std=c++03)", + "Batch of println functions (support collections, iterator ranges)", + "Introduced rnd.perm(size, first = 0) to generate a `first`-indexed permutation", + "Allow any whitespace in readInts-like functions for non-validators", + "Ignore 4+ command line arguments ifdef EJUDGE", + "Speed up of vtos", + "Show line number in validators in case of incorrect format", + "Truncate huge checker/validator/interactor message", + "Fixed issue with readTokenTo of very long tokens, now aborts with _pe/_fail depending of a stream type", + "Introduced InStream::ensure/ensuref checking a condition, returns wa/fail depending of a stream type", + "Fixed compilation in VS 2015+", + "Introduced space-separated read functions: readWords/readTokens, multilines read functions: readStrings/readLines", + "Introduced space-separated read functions: readInts/readIntegers/readLongs/readUnsignedLongs/readDoubles/readReals/readStrictDoubles/readStrictReals", + "Introduced split/tokenize functions to separate string by given char", + "Introduced InStream::readUnsignedLong and InStream::readLong with unsigned long long parameters", + "Supported --testOverviewLogFileName for validator: bounds hits + features", + "Fixed UB (sequence points) in random_t", + "POINTS_EXIT_CODE returned back to 7 (instead of 0)", + "Removed disable buffers for interactive problems, because it works unexpectedly in wine", + "InStream over string: constructor of InStream from base InStream to inherit policies and std::string", + "Added expectedButFound quit function, examples: expectedButFound(_wa, 10, 20), expectedButFound(_fail, ja, pa, \"[n=%d,m=%d]\", n, m)", + "Fixed incorrect interval parsing in patterns", + "Use registerGen(argc, argv, 1) to develop new generator, use registerGen(argc, argv, 0) to compile old generators (originally created for testlib under 0.8.7)", + "Introduced disableFinalizeGuard() to switch off finalization checkings", + "Use join() functions to format a range of items as a single string (separated by spaces or other separators)", + "Use -DENABLE_UNEXPECTED_EOF to enable special exit code (by default, 8) in case of unexpected eof. It is good idea to use it in interactors", + "Use -DUSE_RND_AS_BEFORE_087 to compile in compatibility mode with random behavior of versions before 0.8.7", + "Fixed bug with nan in stringToDouble", + "Fixed issue around overloads for size_t on x64", + "Added attribute 'points' to the XML output in case of result=_points", + "Exit codes can be customized via macros, e.g. -DPE_EXIT_CODE=14", + "Introduced InStream function readWordTo/readTokenTo/readStringTo/readLineTo for faster reading", + "Introduced global functions: format(), englishEnding(), upperCase(), lowerCase(), compress()", + "Manual buffer in InStreams, some IO speed improvements", + "Introduced quitif(bool, const char* pattern, ...) which delegates to quitf() in case of first argument is true", + "Introduced guard against missed quitf() in checker or readEof() in validators", + "Supported readStrictReal/readStrictDouble - to use in validators to check strictly float numbers", + "Supported registerInteraction(argc, argv)", + "Print checker message to the stderr instead of stdout", + "Supported TResult _points to output calculated score, use quitp(...) functions", + "Fixed to be compilable on Mac", + "PC_BASE_EXIT_CODE=50 in case of defined TESTSYS", + "Fixed issues 19-21, added __attribute__ format printf", + "Some bug fixes", + "ouf.readInt(1, 100) and similar calls return WA", + "Modified random_t to avoid integer overflow", + "Truncated checker output [patch by Stepan Gatilov]", + "Renamed class random -> class random_t", + "Supported name parameter for read-and-validation methods, like readInt(1, 2, \"n\")", + "Fixed bug in readDouble()", + "Improved ensuref(), fixed nextLine to work in case of EOF, added startTest()", + "Supported \"partially correct\", example: quitf(_pc(13), \"result=%d\", result)", + "Added shuffle(begin, end), use it instead of random_shuffle(begin, end)", + "Added readLine(const string& ptrn), fixed the logic of readLine() in the validation mode", + "Package extended with samples of generators and validators", + "Written the documentation for classes and public methods in testlib.h", + "Implemented random routine to support generators, use registerGen() to switch it on", + "Implemented strict mode to validate tests, use registerValidation() to switch it on", + "Now ncmp.cpp and wcmp.cpp are return WA if answer is suffix or prefix of the output", + "Added InStream::readLong() and removed InStream::readLongint()", + "Now no footer added to each report by default (use directive FOOTER to switch on)", + "Now every checker has a name, use setName(const char* format, ...) to set it", + "Now it is compatible with TTS (by Kittens Computing)", + "Added \'ensure(condition, message = \"\")\' feature, it works like assert()", + "Fixed compatibility with MS C++ 7.1", + "Added footer with exit code information", + "Added compatibility with EJUDGE (compile with EJUDGE directive)", + "Added compatibility with Contester (compile with CONTESTER directive)" +}; + +#ifdef _MSC_VER +#define _CRT_SECURE_NO_DEPRECATE +#define _CRT_SECURE_NO_WARNINGS +#define _CRT_NO_VA_START_VALIDATION +#endif + +/* Overrides random() for Borland C++. */ +#define random __random_deprecated +#include +#include +#include +#include +#undef random + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#ifdef TESTLIB_THROW_EXIT_EXCEPTION_INSTEAD_OF_EXIT +# include +#endif + +#if (_WIN32 || __WIN32__ || __WIN32 || _WIN64 || __WIN64__ || __WIN64 || WINNT || __WINNT || __WINNT__ || __CYGWIN__) +# if !defined(_MSC_VER) || _MSC_VER > 1400 +# define NOMINMAX 1 +# include +# else +# define WORD unsigned short +# include +# endif +# include +# define ON_WINDOWS +# if defined(_MSC_VER) && _MSC_VER > 1400 +# pragma warning( disable : 4127 ) +# pragma warning( disable : 4146 ) +# pragma warning( disable : 4458 ) +# endif +#else +# define WORD unsigned short +# include +#endif + +#if defined(FOR_WINDOWS) && defined(FOR_LINUX) +#error Only one target system is allowed +#endif + +#ifndef LLONG_MIN +#define LLONG_MIN (-9223372036854775807LL - 1) +#endif + +#ifndef ULLONG_MAX +#define ULLONG_MAX (18446744073709551615) +#endif + +#define LF ((char)10) +#define CR ((char)13) +#define TAB ((char)9) +#define SPACE ((char)' ') +#define EOFC (255) + +#ifndef OK_EXIT_CODE +# ifdef CONTESTER +# define OK_EXIT_CODE 0xAC +# else +# define OK_EXIT_CODE 0 +# endif +#endif + +#ifndef WA_EXIT_CODE +# ifdef EJUDGE +# define WA_EXIT_CODE 5 +# elif defined(CONTESTER) +# define WA_EXIT_CODE 0xAB +# else +# define WA_EXIT_CODE 1 +# endif +#endif + +#ifndef PE_EXIT_CODE +# ifdef EJUDGE +# define PE_EXIT_CODE 4 +# elif defined(CONTESTER) +# define PE_EXIT_CODE 0xAA +# else +# define PE_EXIT_CODE 2 +# endif +#endif + +#ifndef FAIL_EXIT_CODE +# ifdef EJUDGE +# define FAIL_EXIT_CODE 6 +# elif defined(CONTESTER) +# define FAIL_EXIT_CODE 0xA3 +# else +# define FAIL_EXIT_CODE 3 +# endif +#endif + +#ifndef DIRT_EXIT_CODE +# ifdef EJUDGE +# define DIRT_EXIT_CODE 6 +# else +# define DIRT_EXIT_CODE 4 +# endif +#endif + +#ifndef POINTS_EXIT_CODE +# define POINTS_EXIT_CODE 7 +#endif + +#ifndef UNEXPECTED_EOF_EXIT_CODE +# define UNEXPECTED_EOF_EXIT_CODE 8 +#endif + +#ifndef PC_BASE_EXIT_CODE +# ifdef TESTSYS +# define PC_BASE_EXIT_CODE 50 +# else +# define PC_BASE_EXIT_CODE 0 +# endif +#endif + +#ifdef __GNUC__ +# define __TESTLIB_STATIC_ASSERT(condition) typedef void* __testlib_static_assert_type[(condition) ? 1 : -1] __attribute__((unused)) +#else +# define __TESTLIB_STATIC_ASSERT(condition) typedef void* __testlib_static_assert_type[(condition) ? 1 : -1] +#endif + +#ifdef ON_WINDOWS +#define I64 "%I64d" +#define U64 "%I64u" +#else +#define I64 "%lld" +#define U64 "%llu" +#endif + +#ifdef _MSC_VER +# define NORETURN __declspec(noreturn) +#elif defined __GNUC__ +# define NORETURN __attribute__ ((noreturn)) +#else +# define NORETURN +#endif + +static char __testlib_format_buffer[16777216]; +static int __testlib_format_buffer_usage_count = 0; + +#define FMT_TO_RESULT(fmt, cstr, result) std::string result; \ + if (__testlib_format_buffer_usage_count != 0) \ + __testlib_fail("FMT_TO_RESULT::__testlib_format_buffer_usage_count != 0"); \ + __testlib_format_buffer_usage_count++; \ + va_list ap; \ + va_start(ap, fmt); \ + vsnprintf(__testlib_format_buffer, sizeof(__testlib_format_buffer), cstr, ap); \ + va_end(ap); \ + __testlib_format_buffer[sizeof(__testlib_format_buffer) - 1] = 0; \ + result = std::string(__testlib_format_buffer); \ + __testlib_format_buffer_usage_count--; \ + +#ifdef __GNUC__ +__attribute__ ((format (printf, 1, 2))) +#endif +std::string testlib_format_(const char *fmt, ...); +std::string testlib_format_(const std::string fmt, ...); + +const long long __TESTLIB_LONGLONG_MAX = 9223372036854775807LL; +const int __TESTLIB_MAX_TEST_CASE = 1073741823; + +int __testlib_exitCode; + +bool __testlib_hasTestCase; +int __testlib_testCase = -1; + +void setTestCase(int testCase); + +void unsetTestCase() { + __testlib_hasTestCase = false; + __testlib_testCase = -1; +} + +NORETURN static void __testlib_fail(const std::string &message); + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +static inline T __testlib_abs(const T &x) { + return x > 0 ? x : -x; +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +static inline T __testlib_min(const T &a, const T &b) { + return a < b ? a : b; +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +static inline T __testlib_max(const T &a, const T &b) { + return a > b ? a : b; +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +static inline T __testlib_crop(T value, T a, T b) { + return __testlib_min(__testlib_max(value, a), --b); +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +static inline double __testlib_crop(double value, double a, double b) { + value = __testlib_min(__testlib_max(value, a), b); + if (value >= b) + value = std::nexttoward(b, a); + return value; +} + +static bool __testlib_prelimIsNaN(double r) { + volatile double ra = r; +#ifndef __BORLANDC__ + return ((ra != ra) == true) && ((ra == ra) == false) && ((1.0 > ra) == false) && ((1.0 < ra) == false); +#else + return std::_isnan(ra); +#endif +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +static std::string removeDoubleTrailingZeroes(std::string value) { + while (!value.empty() && value[value.length() - 1] == '0' && value.find('.') != std::string::npos) + value = value.substr(0, value.length() - 1); + if (!value.empty() && value[value.length() - 1] == '.') + return value + '0'; + else + return value; +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline std::string upperCase(std::string s) { + for (size_t i = 0; i < s.length(); i++) + if ('a' <= s[i] && s[i] <= 'z') + s[i] = char(s[i] - 'a' + 'A'); + return s; +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline std::string lowerCase(std::string s) { + for (size_t i = 0; i < s.length(); i++) + if ('A' <= s[i] && s[i] <= 'Z') + s[i] = char(s[i] - 'A' + 'a'); + return s; +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +static std::string __testlib_part(const std::string &s); + +static bool __testlib_isNaN(double r) { + __TESTLIB_STATIC_ASSERT(sizeof(double) == sizeof(long long)); + volatile double ra = r; + long long llr1, llr2; + std::memcpy((void *) &llr1, (void *) &ra, sizeof(double)); + ra = -ra; + std::memcpy((void *) &llr2, (void *) &ra, sizeof(double)); + long long llnan = 0xFFF8000000000000LL; + return __testlib_prelimIsNaN(r) || llnan == llr1 || llnan == llr2; +} + +static double __testlib_nan() { + __TESTLIB_STATIC_ASSERT(sizeof(double) == sizeof(long long)); +#ifndef NAN + long long llnan = 0xFFF8000000000000LL; + double nan; + std::memcpy(&nan, &llnan, sizeof(double)); + return nan; +#else + return NAN; +#endif +} + +static bool __testlib_isInfinite(double r) { + volatile double ra = r; + return (ra > 1E300 || ra < -1E300); +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline bool doubleCompare(double expected, double result, double MAX_DOUBLE_ERROR) { + MAX_DOUBLE_ERROR += 1E-15; + if (__testlib_isNaN(expected)) { + return __testlib_isNaN(result); + } else if (__testlib_isInfinite(expected)) { + if (expected > 0) { + return result > 0 && __testlib_isInfinite(result); + } else { + return result < 0 && __testlib_isInfinite(result); + } + } else if (__testlib_isNaN(result) || __testlib_isInfinite(result)) { + return false; + } else if (__testlib_abs(result - expected) <= MAX_DOUBLE_ERROR) { + return true; + } else { + double minv = __testlib_min(expected * (1.0 - MAX_DOUBLE_ERROR), + expected * (1.0 + MAX_DOUBLE_ERROR)); + double maxv = __testlib_max(expected * (1.0 - MAX_DOUBLE_ERROR), + expected * (1.0 + MAX_DOUBLE_ERROR)); + return result >= minv && result <= maxv; + } +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline double doubleDelta(double expected, double result) { + double absolute = __testlib_abs(result - expected); + + if (__testlib_abs(expected) > 1E-9) { + double relative = __testlib_abs(absolute / expected); + return __testlib_min(absolute, relative); + } else + return absolute; +} + +/** It does nothing on non-windows and files differ from stdin/stdout/stderr. */ +static void __testlib_set_binary(std::FILE *file) { + if (NULL != file) { +#ifdef ON_WINDOWS +# ifdef _O_BINARY + if (stdin == file) +# ifdef STDIN_FILENO + return void(_setmode(STDIN_FILENO, _O_BINARY)); +# else + return void(_setmode(_fileno(stdin), _O_BINARY)); +# endif + if (stdout == file) +# ifdef STDOUT_FILENO + return void(_setmode(STDOUT_FILENO, _O_BINARY)); +# else + return void(_setmode(_fileno(stdout), _O_BINARY)); +# endif + if (stderr == file) +# ifdef STDERR_FILENO + return void(_setmode(STDERR_FILENO, _O_BINARY)); +# else + return void(_setmode(_fileno(stderr), _O_BINARY)); +# endif +# elif O_BINARY + if (stdin == file) +# ifdef STDIN_FILENO + return void(setmode(STDIN_FILENO, O_BINARY)); +# else + return void(setmode(fileno(stdin), O_BINARY)); +# endif + if (stdout == file) +# ifdef STDOUT_FILENO + return void(setmode(STDOUT_FILENO, O_BINARY)); +# else + return void(setmode(fileno(stdout), O_BINARY)); +# endif + if (stderr == file) +# ifdef STDERR_FILENO + return void(setmode(STDERR_FILENO, O_BINARY)); +# else + return void(setmode(fileno(stderr), O_BINARY)); +# endif +# endif +#endif + } +} + +#if __cplusplus > 199711L || defined(_MSC_VER) +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +static std::string vtos(const T &t, std::true_type) { + if (t == 0) + return "0"; + else { + T n(t); + bool negative = n < 0; + std::string s; + while (n != 0) { + T digit = n % 10; + if (digit < 0) + digit = -digit; + s += char('0' + digit); + n /= 10; + } + std::reverse(s.begin(), s.end()); + return negative ? "-" + s : s; + } +} + +template +static std::string vtos(const T &t, std::false_type) { + std::string s; + static std::stringstream ss; + ss.str(std::string()); + ss.clear(); + ss << t; + ss >> s; + return s; +} + +template +static std::string vtos(const T &t) { + return vtos(t, std::is_integral()); +} + +/* signed case. */ +template +static std::string toHumanReadableString(const T &n, std::false_type) { + if (n == 0) + return vtos(n); + int trailingZeroCount = 0; + T n_ = n; + while (n_ % 10 == 0) + n_ /= 10, trailingZeroCount++; + if (trailingZeroCount >= 7) { + if (n_ == 1) + return "10^" + vtos(trailingZeroCount); + else if (n_ == -1) + return "-10^" + vtos(trailingZeroCount); + else + return vtos(n_) + "*10^" + vtos(trailingZeroCount); + } else + return vtos(n); +} + +/* unsigned case. */ +template +static std::string toHumanReadableString(const T &n, std::true_type) { + if (n == 0) + return vtos(n); + int trailingZeroCount = 0; + T n_ = n; + while (n_ % 10 == 0) + n_ /= 10, trailingZeroCount++; + if (trailingZeroCount >= 7) { + if (n_ == 1) + return "10^" + vtos(trailingZeroCount); + else + return vtos(n_) + "*10^" + vtos(trailingZeroCount); + } else + return vtos(n); +} + +template +static std::string toHumanReadableString(const T &n) { + return toHumanReadableString(n, std::is_unsigned()); +} +#else +template +static std::string vtos(const T& t) +{ + std::string s; + static std::stringstream ss; + ss.str(std::string()); + ss.clear(); + ss << t; + ss >> s; + return s; +} + +template +static std::string toHumanReadableString(const T &n) { + return vtos(n); +} +#endif + +template +static std::string toString(const T &t) { + return vtos(t); +} + +#if __cplusplus > 199711L || defined(_MSC_VER) +/* opts */ +void prepareOpts(int argc, char* argv[]); +#endif + +FILE* testlib_fopen_(const char* path, const char* mode) { +#ifdef _MSC_VER + FILE* result = NULL; + if (fopen_s(&result, path, mode) != 0) + return NULL; + else + return result; +#else + return std::fopen(path, mode); +#endif +} + +FILE* testlib_freopen_(const char* path, const char* mode, FILE* file) { +#ifdef _MSC_VER + FILE* result = NULL; + if (freopen_s(&result, path, mode, file) != 0) + return NULL; + else + return result; +#else + return std::freopen(path, mode, file); +#endif +} + +/* + * Very simple regex-like pattern. + * It used for two purposes: validation and generation. + * + * For example, pattern("[a-z]{1,5}").next(rnd) will return + * random string from lowercase latin letters with length + * from 1 to 5. It is easier to call rnd.next("[a-z]{1,5}") + * for the same effect. + * + * Another samples: + * "mike|john" will generate (match) "mike" or "john"; + * "-?[1-9][0-9]{0,3}" will generate (match) non-zero integers from -9999 to 9999; + * "id-([ac]|b{2})" will generate (match) "id-a", "id-bb", "id-c"; + * "[^0-9]*" will match sequences (empty or non-empty) without digits, you can't + * use it for generations. + * + * You can't use pattern for generation if it contains meta-symbol '*'. Also it + * is not recommended to use it for char-sets with meta-symbol '^' like [^a-z]. + * + * For matching very simple greedy algorithm is used. For example, pattern + * "[0-9]?1" will not match "1", because of greedy nature of matching. + * Alternations (meta-symbols "|") are processed with brute-force algorithm, so + * do not use many alternations in one expression. + * + * If you want to use one expression many times it is better to compile it into + * a single pattern like "pattern p("[a-z]+")". Later you can use + * "p.matches(std::string s)" or "p.next(random_t& rd)" to check matching or generate + * new string by pattern. + * + * Simpler way to read token and check it for pattern matching is "inf.readToken("[a-z]+")". + * + * All spaces are ignored in regex, unless escaped with \. For example, ouf.readLine("NO SOLUTION") + * will expect "NOSOLUTION", the correct call should be ouf.readLine("NO\\ SOLUTION") or + * ouf.readLine(R"(NO\ SOLUTION)") if you prefer raw string literals from C++11. + */ +class random_t; + +class pattern { +public: + /* Create pattern instance by string. */ + pattern(std::string s); + + /* Generate new string by pattern and given random_t. */ + std::string next(random_t &rnd) const; + + /* Checks if given string match the pattern. */ + bool matches(const std::string &s) const; + + /* Returns source string of the pattern. */ + std::string src() const; + +private: + bool matches(const std::string &s, size_t pos) const; + + std::string s; + std::vector children; + std::vector chars; + int from; + int to; +}; + +/* + * Use random_t instances to generate random values. It is preferred + * way to use randoms instead of rand() function or self-written + * randoms. + * + * Testlib defines global variable "rnd" of random_t class. + * Use registerGen(argc, argv, 1) to setup random_t seed be command + * line (to use latest random generator version). + * + * Random generates uniformly distributed values if another strategy is + * not specified explicitly. + */ +class random_t { +private: + unsigned long long seed; + static const unsigned long long multiplier; + static const unsigned long long addend; + static const unsigned long long mask; + static const int lim; + + long long nextBits(int bits) { + if (bits <= 48) { + seed = (seed * multiplier + addend) & mask; + return (long long) (seed >> (48 - bits)); + } else { + if (bits > 63) + __testlib_fail("random_t::nextBits(int bits): n must be less than 64"); + + int lowerBitCount = (random_t::version == 0 ? 31 : 32); + + long long left = (nextBits(31) << 32); + long long right = nextBits(lowerBitCount); + + return left ^ right; + } + } + +public: + static int version; + + /* New random_t with fixed seed. */ + random_t() + : seed(3905348978240129619LL) { + } + + /* Sets seed by command line. */ + void setSeed(int argc, char *argv[]) { + random_t p; + + seed = 3905348978240129619LL; + for (int i = 1; i < argc; i++) { + std::size_t le = std::strlen(argv[i]); + for (std::size_t j = 0; j < le; j++) + seed = seed * multiplier + (unsigned int) (argv[i][j]) + addend; + seed += multiplier / addend; + } + + seed = seed & mask; + } + + /* Sets seed by given value. */ + void setSeed(long long _seed) { + seed = (unsigned long long) _seed; + seed = (seed ^ multiplier) & mask; + } + +#ifndef __BORLANDC__ + + /* Random string value by given pattern (see pattern documentation). */ + std::string next(const std::string &ptrn) { + pattern p(ptrn); + return p.next(*this); + } + +#else + /* Random string value by given pattern (see pattern documentation). */ + std::string next(std::string ptrn) + { + pattern p(ptrn); + return p.next(*this); + } +#endif + + /* Random value in range [0, n-1]. */ + int next(int n) { + if (n <= 0) + __testlib_fail("random_t::next(int n): n must be positive"); + + if ((n & -n) == n) // n is a power of 2 + return (int) ((n * (long long) nextBits(31)) >> 31); + + const long long limit = INT_MAX / n * n; + + long long bits; + do { + bits = nextBits(31); + } while (bits >= limit); + + return int(bits % n); + } + + /* Random value in range [0, n-1]. */ + unsigned int next(unsigned int n) { + if (n >= INT_MAX) + __testlib_fail("random_t::next(unsigned int n): n must be less INT_MAX"); + return (unsigned int) next(int(n)); + } + + /* Random value in range [0, n-1]. */ + long long next(long long n) { + if (n <= 0) + __testlib_fail("random_t::next(long long n): n must be positive"); + + const long long limit = __TESTLIB_LONGLONG_MAX / n * n; + + long long bits; + do { + bits = nextBits(63); + } while (bits >= limit); + + return bits % n; + } + + /* Random value in range [0, n-1]. */ + unsigned long long next(unsigned long long n) { + if (n >= (unsigned long long) (__TESTLIB_LONGLONG_MAX)) + __testlib_fail("random_t::next(unsigned long long n): n must be less LONGLONG_MAX"); + return (unsigned long long) next((long long) (n)); + } + + /* Random value in range [0, n-1]. */ + long next(long n) { + return (long) next((long long) (n)); + } + + /* Random value in range [0, n-1]. */ + unsigned long next(unsigned long n) { + if (n >= (unsigned long) (LONG_MAX)) + __testlib_fail("random_t::next(unsigned long n): n must be less LONG_MAX"); + return (unsigned long) next((unsigned long long) (n)); + } + + /* Returns random value in range [from,to]. */ + int next(int from, int to) { + return int(next((long long) to - from + 1) + from); + } + + /* Returns random value in range [from,to]. */ + unsigned int next(unsigned int from, unsigned int to) { + return (unsigned int) (next((long long) to - from + 1) + from); + } + + /* Returns random value in range [from,to]. */ + long long next(long long from, long long to) { + return next(to - from + 1) + from; + } + + /* Returns random value in range [from,to]. */ + unsigned long long next(unsigned long long from, unsigned long long to) { + if (from > to) + __testlib_fail("random_t::next(unsigned long long from, unsigned long long to): from can't not exceed to"); + return next(to - from + 1) + from; + } + + /* Returns random value in range [from,to]. */ + long next(long from, long to) { + return next(to - from + 1) + from; + } + + /* Returns random value in range [from,to]. */ + unsigned long next(unsigned long from, unsigned long to) { + if (from > to) + __testlib_fail("random_t::next(unsigned long from, unsigned long to): from can't not exceed to"); + return next(to - from + 1) + from; + } + + /* Random double value in range [0, 1). */ + double next() { + long long left = ((long long) (nextBits(26)) << 27); + long long right = nextBits(27); + return __testlib_crop((double) (left + right) / (double) (1LL << 53), 0.0, 1.0); + } + + /* Random double value in range [0, n). */ + double next(double n) { + if (n <= 0.0) + __testlib_fail("random_t::next(double): n should be positive"); + return __testlib_crop(n * next(), 0.0, n); + } + + /* Random double value in range [from, to). */ + double next(double from, double to) { + if (from >= to) + __testlib_fail("random_t::next(double from, double to): from should be strictly less than to"); + return next(to - from) + from; + } + + /* Returns random element from container. */ + template + typename Container::value_type any(const Container &c) { + int size = int(c.size()); + if (size <= 0) + __testlib_fail("random_t::any(const Container& c): c.size() must be positive"); + typename Container::const_iterator it = c.begin(); + std::advance(it, next(size)); + return *it; + } + + /* Returns random element from iterator range. */ + template + typename Iter::value_type any(const Iter &begin, const Iter &end) { + int size = static_cast(std::distance(begin, end)); + if (size <= 0) + __testlib_fail("random_t::any(const Iter& begin, const Iter& end): range must have positive length"); + Iter it = begin; + std::advance(it, next(size)); + return *it; + } + + /* Random string value by given pattern (see pattern documentation). */ +#ifdef __GNUC__ + __attribute__ ((format (printf, 2, 3))) +#endif + std::string next(const char *format, ...) { + FMT_TO_RESULT(format, format, ptrn); + return next(ptrn); + } + + /* + * Weighted next. If type == 0 than it is usual "next()". + * + * If type = 1, than it returns "max(next(), next())" + * (the number of "max" functions equals to "type"). + * + * If type < 0, than "max" function replaces with "min". + */ + int wnext(int n, int type) { + if (n <= 0) + __testlib_fail("random_t::wnext(int n, int type): n must be positive"); + + if (abs(type) < random_t::lim) { + int result = next(n); + + for (int i = 0; i < +type; i++) + result = __testlib_max(result, next(n)); + + for (int i = 0; i < -type; i++) + result = __testlib_min(result, next(n)); + + return result; + } else { + double p; + + if (type > 0) + p = std::pow(next() + 0.0, 1.0 / (type + 1)); + else + p = 1 - std::pow(next() + 0.0, 1.0 / (-type + 1)); + + return __testlib_crop((int) (double(n) * p), 0, n); + } + } + + /* See wnext(int, int). It uses the same algorithms. */ + long long wnext(long long n, int type) { + if (n <= 0) + __testlib_fail("random_t::wnext(long long n, int type): n must be positive"); + + if (abs(type) < random_t::lim) { + long long result = next(n); + + for (int i = 0; i < +type; i++) + result = __testlib_max(result, next(n)); + + for (int i = 0; i < -type; i++) + result = __testlib_min(result, next(n)); + + return result; + } else { + double p; + + if (type > 0) + p = std::pow(next() + 0.0, 1.0 / (type + 1)); + else + p = 1 - std::pow(next() + 0.0, 1.0 / (-type + 1)); + + return __testlib_crop((long long) (double(n) * p), 0LL, n); + } + } + + /* Returns value in [0, n). See wnext(int, int). It uses the same algorithms. */ + double wnext(double n, int type) { + if (n <= 0) + __testlib_fail("random_t::wnext(double n, int type): n must be positive"); + + if (abs(type) < random_t::lim) { + double result = next(); + + for (int i = 0; i < +type; i++) + result = __testlib_max(result, next()); + + for (int i = 0; i < -type; i++) + result = __testlib_min(result, next()); + + return n * result; + } else { + double p; + + if (type > 0) + p = std::pow(next() + 0.0, 1.0 / (type + 1)); + else + p = 1 - std::pow(next() + 0.0, 1.0 / (-type + 1)); + + return __testlib_crop(n * p, 0.0, n); + } + } + + /* Returns value in [0, 1). See wnext(int, int). It uses the same algorithms. */ + double wnext(int type) { + return wnext(1.0, type); + } + + /* See wnext(int, int). It uses the same algorithms. */ + unsigned int wnext(unsigned int n, int type) { + if (n >= INT_MAX) + __testlib_fail("random_t::wnext(unsigned int n, int type): n must be less INT_MAX"); + return (unsigned int) wnext(int(n), type); + } + + /* See wnext(int, int). It uses the same algorithms. */ + unsigned long long wnext(unsigned long long n, int type) { + if (n >= (unsigned long long) (__TESTLIB_LONGLONG_MAX)) + __testlib_fail("random_t::wnext(unsigned long long n, int type): n must be less LONGLONG_MAX"); + + return (unsigned long long) wnext((long long) (n), type); + } + + /* See wnext(int, int). It uses the same algorithms. */ + long wnext(long n, int type) { + return (long) wnext((long long) (n), type); + } + + /* See wnext(int, int). It uses the same algorithms. */ + unsigned long wnext(unsigned long n, int type) { + if (n >= (unsigned long) (LONG_MAX)) + __testlib_fail("random_t::wnext(unsigned long n, int type): n must be less LONG_MAX"); + + return (unsigned long) wnext((unsigned long long) (n), type); + } + + /* Returns weighted random value in range [from, to]. */ + int wnext(int from, int to, int type) { + if (from > to) + __testlib_fail("random_t::wnext(int from, int to, int type): from can't not exceed to"); + return wnext(to - from + 1, type) + from; + } + + /* Returns weighted random value in range [from, to]. */ + int wnext(unsigned int from, unsigned int to, int type) { + if (from > to) + __testlib_fail("random_t::wnext(unsigned int from, unsigned int to, int type): from can't not exceed to"); + return int(wnext(to - from + 1, type) + from); + } + + /* Returns weighted random value in range [from, to]. */ + long long wnext(long long from, long long to, int type) { + if (from > to) + __testlib_fail("random_t::wnext(long long from, long long to, int type): from can't not exceed to"); + return wnext(to - from + 1, type) + from; + } + + /* Returns weighted random value in range [from, to]. */ + unsigned long long wnext(unsigned long long from, unsigned long long to, int type) { + if (from > to) + __testlib_fail( + "random_t::wnext(unsigned long long from, unsigned long long to, int type): from can't not exceed to"); + return wnext(to - from + 1, type) + from; + } + + /* Returns weighted random value in range [from, to]. */ + long wnext(long from, long to, int type) { + if (from > to) + __testlib_fail("random_t::wnext(long from, long to, int type): from can't not exceed to"); + return wnext(to - from + 1, type) + from; + } + + /* Returns weighted random value in range [from, to]. */ + unsigned long wnext(unsigned long from, unsigned long to, int type) { + if (from > to) + __testlib_fail("random_t::wnext(unsigned long from, unsigned long to, int type): from can't not exceed to"); + return wnext(to - from + 1, type) + from; + } + + /* Returns weighted random double value in range [from, to). */ + double wnext(double from, double to, int type) { + if (from >= to) + __testlib_fail("random_t::wnext(double from, double to, int type): from should be strictly less than to"); + return wnext(to - from, type) + from; + } + + /* Returns weighted random element from container. */ + template + typename Container::value_type wany(const Container &c, int type) { + int size = int(c.size()); + if (size <= 0) + __testlib_fail("random_t::wany(const Container& c, int type): c.size() must be positive"); + typename Container::const_iterator it = c.begin(); + std::advance(it, wnext(size, type)); + return *it; + } + + /* Returns weighted random element from iterator range. */ + template + typename Iter::value_type wany(const Iter &begin, const Iter &end, int type) { + int size = static_cast(std::distance(begin, end)); + if (size <= 0) + __testlib_fail( + "random_t::any(const Iter& begin, const Iter& end, int type): range must have positive length"); + Iter it = begin; + std::advance(it, wnext(size, type)); + return *it; + } + + /* Returns random permutation of the given size (values are between `first` and `first`+size-1)*/ + template + std::vector perm(T size, E first) { + if (size < 0) + __testlib_fail("random_t::perm(T size, E first = 0): size must non-negative"); + else if (size == 0) + return std::vector(); + std::vector p(size); + E current = first; + for (T i = 0; i < size; i++) + p[i] = current++; + if (size > 1) + for (T i = 1; i < size; i++) + std::swap(p[i], p[next(i + 1)]); + return p; + } + + /* Returns random permutation of the given size (values are between 0 and size-1)*/ + template + std::vector perm(T size) { + return perm(size, T(0)); + } + + /* Returns `size` unordered (unsorted) distinct numbers between `from` and `to`. */ + template + std::vector distinct(int size, T from, T to) { + std::vector result; + if (size == 0) + return result; + + if (from > to) + __testlib_fail("random_t::distinct expected from <= to"); + + if (size < 0) + __testlib_fail("random_t::distinct expected size >= 0"); + + uint64_t n = to - from + 1; + if (uint64_t(size) > n) + __testlib_fail("random_t::distinct expected size <= to - from + 1"); + + double expected = 0.0; + for (int i = 1; i <= size; i++) + expected += double(n) / double(n - i + 1); + + if (expected < double(n)) { + std::set vals; + while (int(vals.size()) < size) { + T x = T(next(from, to)); + if (vals.insert(x).second) + result.push_back(x); + } + } else { + if (n > 1000000000) + __testlib_fail("random_t::distinct here expected to - from + 1 <= 1000000000"); + std::vector p(perm(int(n), from)); + result.insert(result.end(), p.begin(), p.begin() + size); + } + + return result; + } + + /* Returns `size` unordered (unsorted) distinct numbers between `0` and `upper`-1. */ + template + std::vector distinct(int size, T upper) { + if (size < 0) + __testlib_fail("random_t::distinct expected size >= 0"); + if (size == 0) + return std::vector(); + + if (upper <= 0) + __testlib_fail("random_t::distinct expected upper > 0"); + if (size > upper) + __testlib_fail("random_t::distinct expected size <= upper"); + + return distinct(size, T(0), upper - 1); + } + + /* Returns random (unsorted) partition which is a representation of sum as a sum of integers not less than min_part. */ + template + std::vector partition(int size, T sum, T min_part) { + if (size < 0) + __testlib_fail("random_t::partition: size < 0"); + if (size == 0 && sum != 0) + __testlib_fail("random_t::partition: size == 0 && sum != 0"); + if (min_part * size > sum) + __testlib_fail("random_t::partition: min_part * size > sum"); + if (size == 0 && sum == 0) + return std::vector(); + + T sum_ = sum; + sum -= min_part * size; + + std::vector septums(size); + std::vector d = distinct(size - 1, T(1), T(sum + size - 1)); + for (int i = 0; i + 1 < size; i++) + septums[i + 1] = d[i]; + sort(septums.begin(), septums.end()); + + std::vector result(size); + for (int i = 0; i + 1 < size; i++) + result[i] = septums[i + 1] - septums[i] - 1; + result[size - 1] = sum + size - 1 - septums.back(); + + for (std::size_t i = 0; i < result.size(); i++) + result[i] += min_part; + + T result_sum = 0; + for (std::size_t i = 0; i < result.size(); i++) + result_sum += result[i]; + if (result_sum != sum_) + __testlib_fail("random_t::partition: partition sum is expected to be the given sum"); + + if (*std::min_element(result.begin(), result.end()) < min_part) + __testlib_fail("random_t::partition: partition min is expected to be no less than the given min_part"); + + if (int(result.size()) != size || result.size() != (size_t) size) + __testlib_fail("random_t::partition: partition size is expected to be equal to the given size"); + + return result; + } + + /* Returns random (unsorted) partition which is a representation of sum as a sum of positive integers. */ + template + std::vector partition(int size, T sum) { + return partition(size, sum, T(1)); + } +}; + +const int random_t::lim = 25; +const unsigned long long random_t::multiplier = 0x5DEECE66DLL; +const unsigned long long random_t::addend = 0xBLL; +const unsigned long long random_t::mask = (1LL << 48) - 1; +int random_t::version = -1; + +/* Pattern implementation */ +bool pattern::matches(const std::string &s) const { + return matches(s, 0); +} + +static bool __pattern_isSlash(const std::string &s, size_t pos) { + return s[pos] == '\\'; +} + +#ifdef __GNUC__ +__attribute__((pure)) +#endif +static bool __pattern_isCommandChar(const std::string &s, size_t pos, char value) { + if (pos >= s.length()) + return false; + + int slashes = 0; + + int before = int(pos) - 1; + while (before >= 0 && s[before] == '\\') + before--, slashes++; + + return slashes % 2 == 0 && s[pos] == value; +} + +static char __pattern_getChar(const std::string &s, size_t &pos) { + if (__pattern_isSlash(s, pos)) + pos += 2; + else + pos++; + + return s[pos - 1]; +} + +#ifdef __GNUC__ +__attribute__((pure)) +#endif +static int __pattern_greedyMatch(const std::string &s, size_t pos, const std::vector chars) { + int result = 0; + + while (pos < s.length()) { + char c = s[pos++]; + if (!std::binary_search(chars.begin(), chars.end(), c)) + break; + else + result++; + } + + return result; +} + +std::string pattern::src() const { + return s; +} + +bool pattern::matches(const std::string &s, size_t pos) const { + std::string result; + + if (to > 0) { + int size = __pattern_greedyMatch(s, pos, chars); + if (size < from) + return false; + if (size > to) + size = to; + pos += size; + } + + if (children.size() > 0) { + for (size_t child = 0; child < children.size(); child++) + if (children[child].matches(s, pos)) + return true; + return false; + } else + return pos == s.length(); +} + +std::string pattern::next(random_t &rnd) const { + std::string result; + result.reserve(20); + + if (to == INT_MAX) + __testlib_fail("pattern::next(random_t& rnd): can't process character '*' for generation"); + + if (to > 0) { + int count = rnd.next(to - from + 1) + from; + for (int i = 0; i < count; i++) + result += chars[rnd.next(int(chars.size()))]; + } + + if (children.size() > 0) { + int child = rnd.next(int(children.size())); + result += children[child].next(rnd); + } + + return result; +} + +static void __pattern_scanCounts(const std::string &s, size_t &pos, int &from, int &to) { + if (pos >= s.length()) { + from = to = 1; + return; + } + + if (__pattern_isCommandChar(s, pos, '{')) { + std::vector parts; + std::string part; + + pos++; + + while (pos < s.length() && !__pattern_isCommandChar(s, pos, '}')) { + if (__pattern_isCommandChar(s, pos, ',')) + parts.push_back(part), part = "", pos++; + else + part += __pattern_getChar(s, pos); + } + + if (part != "") + parts.push_back(part); + + if (!__pattern_isCommandChar(s, pos, '}')) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + pos++; + + if (parts.size() < 1 || parts.size() > 2) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + std::vector numbers; + + for (size_t i = 0; i < parts.size(); i++) { + if (parts[i].length() == 0) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + int number; +#ifdef _MSC_VER + if (sscanf_s(parts[i].c_str(), "%d", &number) != 1) +#else + if (std::sscanf(parts[i].c_str(), "%d", &number) != 1) +#endif + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + numbers.push_back(number); + } + + if (numbers.size() == 1) + from = to = numbers[0]; + else + from = numbers[0], to = numbers[1]; + + if (from > to) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + } else { + if (__pattern_isCommandChar(s, pos, '?')) { + from = 0, to = 1, pos++; + return; + } + + if (__pattern_isCommandChar(s, pos, '*')) { + from = 0, to = INT_MAX, pos++; + return; + } + + if (__pattern_isCommandChar(s, pos, '+')) { + from = 1, to = INT_MAX, pos++; + return; + } + + from = to = 1; + } +} + +static std::vector __pattern_scanCharSet(const std::string &s, size_t &pos) { + if (pos >= s.length()) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + std::vector result; + + if (__pattern_isCommandChar(s, pos, '[')) { + pos++; + bool negative = __pattern_isCommandChar(s, pos, '^'); + if (negative) + pos++; + + char prev = 0; + + while (pos < s.length() && !__pattern_isCommandChar(s, pos, ']')) { + if (__pattern_isCommandChar(s, pos, '-') && prev != 0) { + pos++; + + if (pos + 1 == s.length() || __pattern_isCommandChar(s, pos, ']')) { + result.push_back(prev); + prev = '-'; + continue; + } + + char next = __pattern_getChar(s, pos); + if (prev > next) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + for (char c = prev; c != next; c++) + result.push_back(c); + result.push_back(next); + + prev = 0; + } else { + if (prev != 0) + result.push_back(prev); + prev = __pattern_getChar(s, pos); + } + } + + if (prev != 0) + result.push_back(prev); + + if (!__pattern_isCommandChar(s, pos, ']')) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + pos++; + + if (negative) { + std::sort(result.begin(), result.end()); + std::vector actuals; + for (int code = 0; code < 255; code++) { + char c = char(code); + if (!std::binary_search(result.begin(), result.end(), c)) + actuals.push_back(c); + } + result = actuals; + } + + std::sort(result.begin(), result.end()); + } else + result.push_back(__pattern_getChar(s, pos)); + + return result; +} + +pattern::pattern(std::string s) : s(s), from(0), to(0) { + std::string t; + for (size_t i = 0; i < s.length(); i++) + if (!__pattern_isCommandChar(s, i, ' ')) + t += s[i]; + s = t; + + int opened = 0; + int firstClose = -1; + std::vector seps; + + for (size_t i = 0; i < s.length(); i++) { + if (__pattern_isCommandChar(s, i, '(')) { + opened++; + continue; + } + + if (__pattern_isCommandChar(s, i, ')')) { + opened--; + if (opened == 0 && firstClose == -1) + firstClose = int(i); + continue; + } + + if (opened < 0) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + if (__pattern_isCommandChar(s, i, '|') && opened == 0) + seps.push_back(int(i)); + } + + if (opened != 0) + __testlib_fail("pattern: Illegal pattern (or part) \"" + s + "\""); + + if (seps.size() == 0 && firstClose + 1 == (int) s.length() + && __pattern_isCommandChar(s, 0, '(') && __pattern_isCommandChar(s, s.length() - 1, ')')) { + children.push_back(pattern(s.substr(1, s.length() - 2))); + } else { + if (seps.size() > 0) { + seps.push_back(int(s.length())); + int last = 0; + + for (size_t i = 0; i < seps.size(); i++) { + children.push_back(pattern(s.substr(last, seps[i] - last))); + last = seps[i] + 1; + } + } else { + size_t pos = 0; + chars = __pattern_scanCharSet(s, pos); + __pattern_scanCounts(s, pos, from, to); + if (pos < s.length()) + children.push_back(pattern(s.substr(pos))); + } + } +} + +/* End of pattern implementation */ + +template +inline bool isEof(C c) { + return c == EOFC; +} + +template +inline bool isEoln(C c) { + return (c == LF || c == CR); +} + +template +inline bool isBlanks(C c) { + return (c == LF || c == CR || c == SPACE || c == TAB); +} + +inline std::string trim(const std::string &s) { + if (s.empty()) + return s; + + int left = 0; + while (left < int(s.length()) && isBlanks(s[left])) + left++; + if (left >= int(s.length())) + return ""; + + int right = int(s.length()) - 1; + while (right >= 0 && isBlanks(s[right])) + right--; + if (right < 0) + return ""; + + return s.substr(left, right - left + 1); +} + +enum TMode { + _input, _output, _answer +}; + +/* Outcomes 6-15 are reserved for future use. */ +enum TResult { + _ok = 0, + _wa = 1, + _pe = 2, + _fail = 3, + _dirt = 4, + _points = 5, + _unexpected_eof = 8, + _partially = 16 +}; + +enum TTestlibMode { + _unknown, _checker, _validator, _generator, _interactor, _scorer +}; + +#define _pc(exitCode) (TResult(_partially + (exitCode))) + +/* Outcomes 6-15 are reserved for future use. */ +const std::string outcomes[] = { + "accepted", + "wrong-answer", + "presentation-error", + "fail", + "fail", +#ifndef PCMS2 + "points", +#else + "relative-scoring", +#endif + "reserved", + "reserved", + "unexpected-eof", + "reserved", + "reserved", + "reserved", + "reserved", + "reserved", + "reserved", + "reserved", + "partially-correct" +}; + +class InputStreamReader { +public: + virtual void setTestCase(int testCase) = 0; + + virtual std::vector getReadChars() = 0; + + virtual int curChar() = 0; + + virtual int nextChar() = 0; + + virtual void skipChar() = 0; + + virtual void unreadChar(int c) = 0; + + virtual std::string getName() = 0; + + virtual bool eof() = 0; + + virtual void close() = 0; + + virtual int getLine() = 0; + + virtual ~InputStreamReader() = 0; +}; + +InputStreamReader::~InputStreamReader() { + // No operations. +} + +class StringInputStreamReader : public InputStreamReader { +private: + std::string s; + size_t pos; + +public: + StringInputStreamReader(const std::string &content) : s(content), pos(0) { + // No operations. + } + + void setTestCase(int) { + __testlib_fail("setTestCase not implemented in StringInputStreamReader"); + } + + std::vector getReadChars() { + __testlib_fail("getReadChars not implemented in StringInputStreamReader"); + } + + int curChar() { + if (pos >= s.length()) + return EOFC; + else + return s[pos]; + } + + int nextChar() { + if (pos >= s.length()) { + pos++; + return EOFC; + } else + return s[pos++]; + } + + void skipChar() { + pos++; + } + + void unreadChar(int c) { + if (pos == 0) + __testlib_fail("StringInputStreamReader::unreadChar(int): pos == 0."); + pos--; + if (pos < s.length()) + s[pos] = char(c); + } + + std::string getName() { + return __testlib_part(s); + } + + int getLine() { + return -1; + } + + bool eof() { + return pos >= s.length(); + } + + void close() { + // No operations. + } +}; + +class FileInputStreamReader : public InputStreamReader { +private: + std::FILE *file; + std::string name; + int line; + std::vector undoChars; + std::vector readChars; + std::vector undoReadChars; + + inline int postprocessGetc(int getcResult) { + if (getcResult != EOF) + return getcResult; + else + return EOFC; + } + + int getc(FILE *file) { + int c; + int rc; + + if (undoChars.empty()) { + c = rc = ::getc(file); + } else { + c = undoChars.back(); + undoChars.pop_back(); + rc = undoReadChars.back(); + undoReadChars.pop_back(); + } + + if (c == LF) + line++; + + readChars.push_back(rc); + return c; + } + + int ungetc(int c/*, FILE* file*/) { + if (!readChars.empty()) { + undoReadChars.push_back(readChars.back()); + readChars.pop_back(); + } + if (c == LF) + line--; + undoChars.push_back(c); + return c; + } + +public: + FileInputStreamReader(std::FILE *file, const std::string &name) : file(file), name(name), line(1) { + // No operations. + } + + void setTestCase(int testCase) { + if (testCase < 0 || testCase > __TESTLIB_MAX_TEST_CASE) + __testlib_fail(testlib_format_("testCase expected fit in [1,%d], but %d doesn't", __TESTLIB_MAX_TEST_CASE, testCase)); + readChars.push_back(testCase + 256); + } + + std::vector getReadChars() { + return readChars; + } + + int curChar() { + if (feof(file)) + return EOFC; + else { + int c = getc(file); + ungetc(c/*, file*/); + return postprocessGetc(c); + } + } + + int nextChar() { + if (feof(file)) + return EOFC; + else + return postprocessGetc(getc(file)); + } + + void skipChar() { + getc(file); + } + + void unreadChar(int c) { + ungetc(c/*, file*/); + } + + std::string getName() { + return name; + } + + int getLine() { + return line; + } + + bool eof() { + if (NULL == file || feof(file)) + return true; + else { + int c = nextChar(); + if (c == EOFC || (c == EOF && feof(file))) + return true; + unreadChar(c); + return false; + } + } + + void close() { + if (NULL != file) { + fclose(file); + file = NULL; + } + } +}; + +class BufferedFileInputStreamReader : public InputStreamReader { +private: + static const size_t BUFFER_SIZE; + static const size_t MAX_UNREAD_COUNT; + + std::FILE *file; + std::string name; + int line; + + char *buffer; + bool *isEof; + int bufferPos; + size_t bufferSize; + + bool refill() { + if (NULL == file) + __testlib_fail("BufferedFileInputStreamReader: file == NULL (" + getName() + ")"); + + if (bufferPos >= int(bufferSize)) { + size_t readSize = fread( + buffer + MAX_UNREAD_COUNT, + 1, + BUFFER_SIZE - MAX_UNREAD_COUNT, + file + ); + + if (readSize < BUFFER_SIZE - MAX_UNREAD_COUNT + && ferror(file)) + __testlib_fail("BufferedFileInputStreamReader: unable to read (" + getName() + ")"); + + bufferSize = MAX_UNREAD_COUNT + readSize; + bufferPos = int(MAX_UNREAD_COUNT); + std::memset(isEof + MAX_UNREAD_COUNT, 0, sizeof(isEof[0]) * readSize); + + return readSize > 0; + } else + return true; + } + + char increment() { + char c; + if ((c = buffer[bufferPos++]) == LF) + line++; + return c; + } + +public: + BufferedFileInputStreamReader(std::FILE *file, const std::string &name) : file(file), name(name), line(1) { + buffer = new char[BUFFER_SIZE]; + isEof = new bool[BUFFER_SIZE]; + bufferSize = MAX_UNREAD_COUNT; + bufferPos = int(MAX_UNREAD_COUNT); + } + + ~BufferedFileInputStreamReader() { + if (NULL != buffer) { + delete[] buffer; + buffer = NULL; + } + if (NULL != isEof) { + delete[] isEof; + isEof = NULL; + } + } + + void setTestCase(int) { + __testlib_fail("setTestCase not implemented in BufferedFileInputStreamReader"); + } + + std::vector getReadChars() { + __testlib_fail("getReadChars not implemented in BufferedFileInputStreamReader"); + } + + int curChar() { + if (!refill()) + return EOFC; + + return isEof[bufferPos] ? EOFC : buffer[bufferPos]; + } + + int nextChar() { + if (!refill()) + return EOFC; + + return isEof[bufferPos] ? EOFC : increment(); + } + + void skipChar() { + increment(); + } + + void unreadChar(int c) { + bufferPos--; + if (bufferPos < 0) + __testlib_fail("BufferedFileInputStreamReader::unreadChar(int): bufferPos < 0"); + isEof[bufferPos] = (c == EOFC); + buffer[bufferPos] = char(c); + if (c == LF) + line--; + } + + std::string getName() { + return name; + } + + int getLine() { + return line; + } + + bool eof() { + return !refill() || EOFC == curChar(); + } + + void close() { + if (NULL != file) { + fclose(file); + file = NULL; + } + } +}; + +const size_t BufferedFileInputStreamReader::BUFFER_SIZE = 2000000; +const size_t BufferedFileInputStreamReader::MAX_UNREAD_COUNT = BufferedFileInputStreamReader::BUFFER_SIZE / 2; + +/* + * Streams to be used for reading data in checkers or validators. + * Each read*() method moves pointer to the next character after the + * read value. + */ +struct InStream { + /* Do not use them. */ + InStream(); + + ~InStream(); + + /* Wrap std::string with InStream. */ + InStream(const InStream &baseStream, std::string content); + + InputStreamReader *reader; + int lastLine; + + std::string name; + TMode mode; + bool opened; + bool stdfile; + bool strict; + + int wordReserveSize; + std::string _tmpReadToken; + + int readManyIteration; + size_t maxFileSize; + size_t maxTokenLength; + size_t maxMessageLength; + + void init(std::string fileName, TMode mode); + + void init(std::FILE *f, TMode mode); + + void setTestCase(int testCase); + std::vector getReadChars(); + + /* Moves stream pointer to the first non-white-space character or EOF. */ + void skipBlanks(); + + /* Returns current character in the stream. Doesn't remove it from stream. */ + char curChar(); + + /* Moves stream pointer one character forward. */ + void skipChar(); + + /* Returns current character and moves pointer one character forward. */ + char nextChar(); + + /* Returns current character and moves pointer one character forward. */ + char readChar(); + + /* As "readChar()" but ensures that the result is equal to given parameter. */ + char readChar(char c); + + /* As "readChar()" but ensures that the result is equal to the space (code=32). */ + char readSpace(); + + /* Puts back the character into the stream. */ + void unreadChar(char c); + + /* Reopens stream, you should not use it. */ + void reset(std::FILE *file = NULL); + + /* Checks that current position is EOF. If not it doesn't move stream pointer. */ + bool eof(); + + /* Moves pointer to the first non-white-space character and calls "eof()". */ + bool seekEof(); + + /* + * Checks that current position contains EOLN. + * If not it doesn't move stream pointer. + * In strict mode expects "#13#10" for windows or "#10" for other platforms. + */ + bool eoln(); + + /* Moves pointer to the first non-space and non-tab character and calls "eoln()". */ + bool seekEoln(); + + /* Moves stream pointer to the first character of the next line (if exists). */ + void nextLine(); + + /* + * Reads new token. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + std::string readWord(); + + /* The same as "readWord()", it is preferred to use "readToken()". */ + std::string readToken(); + + /* The same as "readWord()", but ensures that token matches to given pattern. */ + std::string readWord(const std::string &ptrn, const std::string &variableName = ""); + + std::string readWord(const pattern &p, const std::string &variableName = ""); + + std::vector + readWords(int size, const std::string &ptrn, const std::string &variablesName = "", int indexBase = 1); + + std::vector + readWords(int size, const pattern &p, const std::string &variablesName = "", int indexBase = 1); + + std::vector readWords(int size, int indexBase = 1); + + /* The same as "readToken()", but ensures that token matches to given pattern. */ + std::string readToken(const std::string &ptrn, const std::string &variableName = ""); + + std::string readToken(const pattern &p, const std::string &variableName = ""); + + std::vector + readTokens(int size, const std::string &ptrn, const std::string &variablesName = "", int indexBase = 1); + + std::vector + readTokens(int size, const pattern &p, const std::string &variablesName = "", int indexBase = 1); + + std::vector readTokens(int size, int indexBase = 1); + + void readWordTo(std::string &result); + + void readWordTo(std::string &result, const pattern &p, const std::string &variableName = ""); + + void readWordTo(std::string &result, const std::string &ptrn, const std::string &variableName = ""); + + void readTokenTo(std::string &result); + + void readTokenTo(std::string &result, const pattern &p, const std::string &variableName = ""); + + void readTokenTo(std::string &result, const std::string &ptrn, const std::string &variableName = ""); + + /* + * Reads new long long value. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + long long readLong(); + + unsigned long long readUnsignedLong(); + + /* + * Reads new int. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + int readInteger(); + + /* + * Reads new int. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + int readInt(); + + /* As "readLong()" but ensures that value in the range [minv,maxv]. */ + long long readLong(long long minv, long long maxv, const std::string &variableName = ""); + + /* Reads space-separated sequence of long longs. */ + std::vector + readLongs(int size, long long minv, long long maxv, const std::string &variablesName = "", int indexBase = 1); + + /* Reads space-separated sequence of long longs. */ + std::vector readLongs(int size, int indexBase = 1); + + unsigned long long + readUnsignedLong(unsigned long long minv, unsigned long long maxv, const std::string &variableName = ""); + + std::vector + readUnsignedLongs(int size, unsigned long long minv, unsigned long long maxv, const std::string &variablesName = "", + int indexBase = 1); + + std::vector readUnsignedLongs(int size, int indexBase = 1); + + unsigned long long readLong(unsigned long long minv, unsigned long long maxv, const std::string &variableName = ""); + + std::vector + readLongs(int size, unsigned long long minv, unsigned long long maxv, const std::string &variablesName = "", + int indexBase = 1); + + /* As "readInteger()" but ensures that value in the range [minv,maxv]. */ + int readInteger(int minv, int maxv, const std::string &variableName = ""); + + /* As "readInt()" but ensures that value in the range [minv,maxv]. */ + int readInt(int minv, int maxv, const std::string &variableName = ""); + + /* Reads space-separated sequence of integers. */ + std::vector + readIntegers(int size, int minv, int maxv, const std::string &variablesName = "", int indexBase = 1); + + /* Reads space-separated sequence of integers. */ + std::vector readIntegers(int size, int indexBase = 1); + + /* Reads space-separated sequence of integers. */ + std::vector readInts(int size, int minv, int maxv, const std::string &variablesName = "", int indexBase = 1); + + /* Reads space-separated sequence of integers. */ + std::vector readInts(int size, int indexBase = 1); + + /* + * Reads new double. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + double readReal(); + + /* + * Reads new double. Ignores white-spaces into the non-strict mode + * (strict mode is used in validators usually). + */ + double readDouble(); + + /* As "readReal()" but ensures that value in the range [minv,maxv]. */ + double readReal(double minv, double maxv, const std::string &variableName = ""); + + std::vector + readReals(int size, double minv, double maxv, const std::string &variablesName = "", int indexBase = 1); + + std::vector readReals(int size, int indexBase = 1); + + /* As "readDouble()" but ensures that value in the range [minv,maxv]. */ + double readDouble(double minv, double maxv, const std::string &variableName = ""); + + std::vector + readDoubles(int size, double minv, double maxv, const std::string &variablesName = "", int indexBase = 1); + + std::vector readDoubles(int size, int indexBase = 1); + + /* + * As "readReal()" but ensures that value in the range [minv,maxv] and + * number of digit after the decimal point is in range [minAfterPointDigitCount,maxAfterPointDigitCount] + * and number is in the form "[-]digit(s)[.digit(s)]". + */ + double readStrictReal(double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variableName = ""); + + std::vector readStrictReals(int size, double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variablesName = "", int indexBase = 1); + + /* + * As "readDouble()" but ensures that value in the range [minv,maxv] and + * number of digit after the decimal point is in range [minAfterPointDigitCount,maxAfterPointDigitCount] + * and number is in the form "[-]digit(s)[.digit(s)]". + */ + double readStrictDouble(double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variableName = ""); + + std::vector readStrictDoubles(int size, double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variablesName = "", int indexBase = 1); + + /* As readLine(). */ + std::string readString(); + + /* Read many lines. */ + std::vector readStrings(int size, int indexBase = 1); + + /* See readLine(). */ + void readStringTo(std::string &result); + + /* The same as "readLine()/readString()", but ensures that line matches to the given pattern. */ + std::string readString(const pattern &p, const std::string &variableName = ""); + + /* The same as "readLine()/readString()", but ensures that line matches to the given pattern. */ + std::string readString(const std::string &ptrn, const std::string &variableName = ""); + + /* Read many lines. */ + std::vector + readStrings(int size, const pattern &p, const std::string &variableName = "", int indexBase = 1); + + /* Read many lines. */ + std::vector + readStrings(int size, const std::string &ptrn, const std::string &variableName = "", int indexBase = 1); + + /* The same as "readLine()/readString()", but ensures that line matches to the given pattern. */ + void readStringTo(std::string &result, const pattern &p, const std::string &variableName = ""); + + /* The same as "readLine()/readString()", but ensures that line matches to the given pattern. */ + void readStringTo(std::string &result, const std::string &ptrn, const std::string &variableName = ""); + + /* + * Reads line from the current position to EOLN or EOF. Moves stream pointer to + * the first character of the new line (if possible). + */ + std::string readLine(); + + /* Read many lines. */ + std::vector readLines(int size, int indexBase = 1); + + /* See readLine(). */ + void readLineTo(std::string &result); + + /* The same as "readLine()", but ensures that line matches to the given pattern. */ + std::string readLine(const pattern &p, const std::string &variableName = ""); + + /* The same as "readLine()", but ensures that line matches to the given pattern. */ + std::string readLine(const std::string &ptrn, const std::string &variableName = ""); + + /* Read many lines. */ + std::vector + readLines(int size, const pattern &p, const std::string &variableName = "", int indexBase = 1); + + /* Read many lines. */ + std::vector + readLines(int size, const std::string &ptrn, const std::string &variableName = "", int indexBase = 1); + + /* The same as "readLine()", but ensures that line matches to the given pattern. */ + void readLineTo(std::string &result, const pattern &p, const std::string &variableName = ""); + + /* The same as "readLine()", but ensures that line matches to the given pattern. */ + void readLineTo(std::string &result, const std::string &ptrn, const std::string &variableName = ""); + + /* Reads EOLN or fails. Use it in validators. Calls "eoln()" method internally. */ + void readEoln(); + + /* Reads EOF or fails. Use it in validators. Calls "eof()" method internally. */ + void readEof(); + + /* + * Quit-functions aborts program with and : + * input/answer streams replace any result to FAIL. + */ + NORETURN void quit(TResult result, const char *msg); + /* + * Quit-functions aborts program with and : + * input/answer streams replace any result to FAIL. + */ + NORETURN void quitf(TResult result, const char *msg, ...); + + /* + * Quit-functions aborts program with and : + * input/answer streams replace any result to FAIL. + */ + void quitif(bool condition, TResult result, const char *msg, ...); + /* + * Quit-functions aborts program with and : + * input/answer streams replace any result to FAIL. + */ + NORETURN void quits(TResult result, std::string msg); + + /* + * Checks condition and aborts a program if condition is false. + * Returns _wa for ouf and _fail on any other streams. + */ +#ifdef __GNUC__ + __attribute__ ((format (printf, 3, 4))) +#endif + void ensuref(bool cond, const char *format, ...); + + void __testlib_ensure(bool cond, std::string message); + + void close(); + + const static int NO_INDEX = INT_MAX; + const static char OPEN_BRACKET = char(11); + const static char CLOSE_BRACKET = char(17); + + const static WORD LightGray = 0x07; + const static WORD LightRed = 0x0c; + const static WORD LightCyan = 0x0b; + const static WORD LightGreen = 0x0a; + const static WORD LightYellow = 0x0e; + + static void textColor(WORD color); + + static void quitscr(WORD color, const char *msg); + + static void quitscrS(WORD color, std::string msg); + + void xmlSafeWrite(std::FILE *file, const char *msg); + + /* Skips UTF-8 Byte Order Mark. */ + void skipBom(); + +private: + InStream(const InStream &); + + InStream &operator=(const InStream &); +}; + +InStream inf; +InStream ouf; +InStream ans; +bool appesMode; +std::string appesModeEncoding = "windows-1251"; +std::string resultName; +std::string checkerName = "untitled checker"; +random_t rnd; +TTestlibMode testlibMode = _unknown; +double __testlib_points = std::numeric_limits::infinity(); + +const size_t VALIDATOR_MAX_VARIABLE_COUNT = 255; + +struct ValidatorBoundsHit { + static const double EPS; + bool minHit; + bool maxHit; + + ValidatorBoundsHit(bool minHit = false, bool maxHit = false) : minHit(minHit), maxHit(maxHit) { + }; + + ValidatorBoundsHit merge(const ValidatorBoundsHit &validatorBoundsHit, bool ignoreMinBound, bool ignoreMaxBound) { + return ValidatorBoundsHit( + __testlib_max(minHit, validatorBoundsHit.minHit) || ignoreMinBound, + __testlib_max(maxHit, validatorBoundsHit.maxHit) || ignoreMaxBound + ); + } +}; + +struct ConstantBound { + std::string value; + bool broken; + + template + void adjust(T t) { + std::string t_string = std::to_string(t); + if (t_string.length() >= 32) { + broken = true; + value = ""; + } else { + if (!broken && value.empty()) + value = t_string; + if (!broken && value != t_string) { + broken = true; + value = ""; + } + } + } + + bool has_value() { + return !value.empty() && !broken && value.length() < 32; + } +}; + +struct ConstantBounds { + ConstantBound lowerBound; + ConstantBound upperBound; +}; + +const double ValidatorBoundsHit::EPS = 1E-12; + +class Validator { +private: + const static std::string TEST_MARKUP_HEADER; + const static std::string TEST_CASE_OPEN_TAG; + const static std::string TEST_CASE_CLOSE_TAG; + + bool _initialized; + std::string _testset; + std::string _group; + + std::string _testOverviewLogFileName; + std::string _testMarkupFileName; + int _testCase = -1; + std::string _testCaseFileName; + + std::map _boundsHitByVariableName; + std::map _constantBoundsByVariableName; + std::set _features; + std::set _hitFeatures; + std::set _variables; + + bool isVariableNameBoundsAnalyzable(const std::string &variableName) { + for (size_t i = 0; i < variableName.length(); i++) + if ((variableName[i] >= '0' && variableName[i] <= '9') || variableName[i] < ' ') + return false; + return true; + } + + bool isFeatureNameAnalyzable(const std::string &featureName) { + for (size_t i = 0; i < featureName.length(); i++) + if (featureName[i] < ' ') + return false; + return true; + } + +public: + Validator() : _initialized(false), _testset("tests"), _group() { + } + + void initialize() { + _initialized = true; + } + + std::string testset() const { + if (!_initialized) + __testlib_fail("Validator should be initialized with registerValidation(argc, argv) instead of registerValidation() to support validator.testset()"); + return _testset; + } + + std::string group() const { + if (!_initialized) + __testlib_fail("Validator should be initialized with registerValidation(argc, argv) instead of registerValidation() to support validator.group()"); + return _group; + } + + std::string testOverviewLogFileName() const { + return _testOverviewLogFileName; + } + + std::string testMarkupFileName() const { + return _testMarkupFileName; + } + + int testCase() const { + return _testCase; + } + + std::string testCaseFileName() const { + return _testCaseFileName; + } + + void setTestset(const char *const testset) { + _testset = testset; + } + + void setGroup(const char *const group) { + _group = group; + } + + void setTestOverviewLogFileName(const char *const testOverviewLogFileName) { + _testOverviewLogFileName = testOverviewLogFileName; + } + + void setTestMarkupFileName(const char *const testMarkupFileName) { + _testMarkupFileName = testMarkupFileName; + } + + void setTestCase(int testCase) { + _testCase = testCase; + } + + void setTestCaseFileName(const char *const testCaseFileName) { + _testCaseFileName = testCaseFileName; + } + + std::string prepVariableName(const std::string &variableName) { + if (variableName.length() >= 2 && variableName != "~~") { + if (variableName[0] == '~' && variableName.back() != '~') + return variableName.substr(1); + if (variableName[0] != '~' && variableName.back() == '~') + return variableName.substr(0, variableName.length() - 1); + if (variableName[0] == '~' && variableName.back() == '~') + return variableName.substr(1, variableName.length() - 2); + } + return variableName; + } + + bool ignoreMinBound(const std::string &variableName) { + return variableName.length() >= 2 && variableName != "~~" && variableName[0] == '~'; + } + + bool ignoreMaxBound(const std::string &variableName) { + return variableName.length() >= 2 && variableName != "~~" && variableName.back() == '~'; + } + + void addBoundsHit(const std::string &variableName, ValidatorBoundsHit boundsHit) { + if (isVariableNameBoundsAnalyzable(variableName) + && _boundsHitByVariableName.size() < VALIDATOR_MAX_VARIABLE_COUNT) { + std::string preparedVariableName = prepVariableName(variableName); + _boundsHitByVariableName[preparedVariableName] = boundsHit.merge(_boundsHitByVariableName[preparedVariableName], + ignoreMinBound(variableName), ignoreMaxBound(variableName)); + } + } + + void addVariable(const std::string &variableName) { + if (isVariableNameBoundsAnalyzable(variableName) + && _variables.size() < VALIDATOR_MAX_VARIABLE_COUNT) { + std::string preparedVariableName = prepVariableName(variableName); + _variables.insert(preparedVariableName); + } + } + + std::string getVariablesLog() { + std::string result; + for (const std::string &variableName: _variables) + result += "variable \"" + variableName + "\"\n"; + return result; + } + + template + void adjustConstantBounds(const std::string &variableName, T lower, T upper) { + if (isVariableNameBoundsAnalyzable(variableName) + && _constantBoundsByVariableName.size() < VALIDATOR_MAX_VARIABLE_COUNT) { + std::string preparedVariableName = prepVariableName(variableName); + _constantBoundsByVariableName[preparedVariableName].lowerBound.adjust(lower); + _constantBoundsByVariableName[preparedVariableName].upperBound.adjust(upper); + } + } + + std::string getBoundsHitLog() { + std::string result; + for (std::map::iterator i = _boundsHitByVariableName.begin(); + i != _boundsHitByVariableName.end(); + i++) { + result += "\"" + i->first + "\":"; + if (i->second.minHit) + result += " min-value-hit"; + if (i->second.maxHit) + result += " max-value-hit"; + result += "\n"; + } + return result; + } + + std::string getConstantBoundsLog() { + std::string result; + for (std::map::iterator i = _constantBoundsByVariableName.begin(); + i != _constantBoundsByVariableName.end(); + i++) { + if (i->second.lowerBound.has_value() || i->second.upperBound.has_value()) { + result += "constant-bounds \"" + i->first + "\":"; + if (i->second.lowerBound.has_value()) + result += " " + i->second.lowerBound.value; + else + result += " ?"; + if (i->second.upperBound.has_value()) + result += " " + i->second.upperBound.value; + else + result += " ?"; + result += "\n"; + } + } + return result; + } + + std::string getFeaturesLog() { + std::string result; + for (std::set::iterator i = _features.begin(); + i != _features.end(); + i++) { + result += "feature \"" + *i + "\":"; + if (_hitFeatures.count(*i)) + result += " hit"; + result += "\n"; + } + return result; + } + + void writeTestOverviewLog() { + if (!_testOverviewLogFileName.empty()) { + std::string fileName(_testOverviewLogFileName); + _testOverviewLogFileName = ""; + + FILE* f; + bool standard_file = false; + if (fileName == "stdout") + f = stdout, standard_file = true; + else if (fileName == "stderr") + f = stderr, standard_file = true; + else { + f = testlib_fopen_(fileName.c_str(), "wb"); + if (NULL == f) + __testlib_fail("Validator::writeTestOverviewLog: can't write test overview log to (" + fileName + ")"); + } + fprintf(f, "%s%s%s%s", + getBoundsHitLog().c_str(), + getFeaturesLog().c_str(), + getConstantBoundsLog().c_str(), + getVariablesLog().c_str()); + std::fflush(f); + if (!standard_file) + if (std::fclose(f)) + __testlib_fail("Validator::writeTestOverviewLog: can't close test overview log file (" + fileName + ")"); + } + } + + void writeTestMarkup() { + if (!_testMarkupFileName.empty()) { + std::vector readChars = inf.getReadChars(); + if (!readChars.empty()) { + std::string markup(TEST_MARKUP_HEADER); + for (size_t i = 0; i < readChars.size(); i++) { + int c = readChars[i]; + if (i + 1 == readChars.size() && c == -1) + continue; + if (c <= 256) { + char cc = char(c); + if (cc == '\\' || cc == '!') + markup += '\\'; + markup += cc; + } else { + markup += TEST_CASE_OPEN_TAG; + markup += toString(c - 256); + markup += TEST_CASE_CLOSE_TAG; + } + } + FILE* f; + bool standard_file = false; + if (_testMarkupFileName == "stdout") + f = stdout, standard_file = true; + else if (_testMarkupFileName == "stderr") + f = stderr, standard_file = true; + else { + f = testlib_fopen_(_testMarkupFileName.c_str(), "wb"); + if (NULL == f) + __testlib_fail("Validator::writeTestMarkup: can't write test markup to (" + _testMarkupFileName + ")"); + } + std::fprintf(f, "%s", markup.c_str()); + std::fflush(f); + if (!standard_file) + if (std::fclose(f)) + __testlib_fail("Validator::writeTestMarkup: can't close test markup file (" + _testCaseFileName + ")"); + } + } + } + + void writeTestCase() { + if (_testCase > 0) { + std::vector readChars = inf.getReadChars(); + if (!readChars.empty()) { + std::string content, testCaseContent; + bool matchedTestCase = false; + for (size_t i = 0; i < readChars.size(); i++) { + int c = readChars[i]; + if (i + 1 == readChars.size() && c == -1) + continue; + if (c <= 256) + content += char(c); + else { + if (matchedTestCase) { + testCaseContent = content; + matchedTestCase = false; + } + content = ""; + int testCase = c - 256; + if (testCase == _testCase) + matchedTestCase = true; + } + } + if (matchedTestCase) + testCaseContent = content; + + if (!testCaseContent.empty()) { + FILE* f; + bool standard_file = false; + if (_testCaseFileName.empty() || _testCaseFileName == "stdout") + f = stdout, standard_file = true; + else if (_testCaseFileName == "stderr") + f = stderr, standard_file = true; + else { + f = testlib_fopen_(_testCaseFileName.c_str(), "wb"); + if (NULL == f) + __testlib_fail("Validator::writeTestCase: can't write test case to (" + _testCaseFileName + ")"); + } + std::fprintf(f, "%s", testCaseContent.c_str()); + std::fflush(f); + if (!standard_file) + if (std::fclose(f)) + __testlib_fail("Validator::writeTestCase: can't close test case file (" + _testCaseFileName + ")"); + } + } + } + } + + void addFeature(const std::string &feature) { + if (_features.count(feature)) + __testlib_fail("Feature " + feature + " registered twice."); + if (!isFeatureNameAnalyzable(feature)) + __testlib_fail("Feature name '" + feature + "' contains restricted characters."); + + _features.insert(feature); + } + + void feature(const std::string &feature) { + if (!isFeatureNameAnalyzable(feature)) + __testlib_fail("Feature name '" + feature + "' contains restricted characters."); + + if (!_features.count(feature)) + __testlib_fail("Feature " + feature + " didn't registered via addFeature(feature)."); + + _hitFeatures.insert(feature); + } +} validator; + +const std::string Validator::TEST_MARKUP_HEADER = "MU\xF3\x01"; +const std::string Validator::TEST_CASE_OPEN_TAG = "!c"; +const std::string Validator::TEST_CASE_CLOSE_TAG = ";"; + +struct TestlibFinalizeGuard { + static bool alive; + static bool registered; + + int quitCount, readEofCount; + + TestlibFinalizeGuard() : quitCount(0), readEofCount(0) { + // No operations. + } + + ~TestlibFinalizeGuard() { + bool _alive = alive; + alive = false; + + if (_alive) { + if (testlibMode == _checker && quitCount == 0) + __testlib_fail("Checker must end with quit or quitf call."); + + if (testlibMode == _validator && readEofCount == 0 && quitCount == 0) + __testlib_fail("Validator must end with readEof call."); + + /* opts */ + autoEnsureNoUnusedOpts(); + + if (!registered) + __testlib_fail("Call register-function in the first line of the main (registerTestlibCmd or other similar)"); + } + + if (__testlib_exitCode == 0) { + validator.writeTestOverviewLog(); + validator.writeTestMarkup(); + validator.writeTestCase(); + } + } + +private: + /* opts */ + void autoEnsureNoUnusedOpts(); +}; + +bool TestlibFinalizeGuard::alive = true; +bool TestlibFinalizeGuard::registered = false; +extern TestlibFinalizeGuard testlibFinalizeGuard; + +/* + * Call it to disable checks on finalization. + */ +void disableFinalizeGuard() { + TestlibFinalizeGuard::alive = false; +} + +/* Interactor streams. + */ +std::fstream tout; + +/* implementation + */ + +InStream::InStream() { + reader = NULL; + lastLine = -1; + opened = false; + name = ""; + mode = _input; + strict = false; + stdfile = false; + wordReserveSize = 4; + readManyIteration = NO_INDEX; + maxFileSize = 128 * 1024 * 1024; // 128MB. + maxTokenLength = 32 * 1024 * 1024; // 32MB. + maxMessageLength = 32000; +} + +InStream::InStream(const InStream &baseStream, std::string content) { + reader = new StringInputStreamReader(content); + lastLine = -1; + opened = true; + strict = baseStream.strict; + stdfile = false; + mode = baseStream.mode; + name = "based on " + baseStream.name; + readManyIteration = NO_INDEX; + maxFileSize = 128 * 1024 * 1024; // 128MB. + maxTokenLength = 32 * 1024 * 1024; // 32MB. + maxMessageLength = 32000; +} + +InStream::~InStream() { + if (NULL != reader) { + reader->close(); + delete reader; + reader = NULL; + } +} + +void InStream::setTestCase(int testCase) { + if (testlibMode != _validator || mode != _input || !stdfile || this != &inf) + __testlib_fail("InStream::setTestCase can be used only for inf in validator-mode." + " Actually, prefer setTestCase function instead of InStream member"); + reader->setTestCase(testCase); +} + +std::vector InStream::getReadChars() { + if (testlibMode != _validator || mode != _input || !stdfile || this != &inf) + __testlib_fail("InStream::getReadChars can be used only for inf in validator-mode."); + return reader == NULL ? std::vector() : reader->getReadChars(); +} + +void setTestCase(int testCase) { + static bool first_run = true; + static bool zero_based = false; + + if (first_run && testCase == 0) + zero_based = true; + + if (zero_based) + testCase++; + + __testlib_hasTestCase = true; + __testlib_testCase = testCase; + + if (testlibMode == _validator) + inf.setTestCase(testCase); + + first_run = false; +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +int resultExitCode(TResult r) { + if (r == _ok) + return OK_EXIT_CODE; + if (r == _wa) + return WA_EXIT_CODE; + if (r == _pe) + return PE_EXIT_CODE; + if (r == _fail) + return FAIL_EXIT_CODE; + if (r == _dirt) + return DIRT_EXIT_CODE; + if (r == _points) + return POINTS_EXIT_CODE; + if (r == _unexpected_eof) +#ifdef ENABLE_UNEXPECTED_EOF + return UNEXPECTED_EOF_EXIT_CODE; +#else + return PE_EXIT_CODE; +#endif + if (r >= _partially) + return PC_BASE_EXIT_CODE + (r - _partially); + return FAIL_EXIT_CODE; +} + +void InStream::textColor( +#if !(defined(ON_WINDOWS) && (!defined(_MSC_VER) || _MSC_VER > 1400)) && defined(__GNUC__) + __attribute__((unused)) +#endif + WORD color +) { +#if defined(ON_WINDOWS) && (!defined(_MSC_VER) || _MSC_VER > 1400) + HANDLE handle = GetStdHandle(STD_OUTPUT_HANDLE); + SetConsoleTextAttribute(handle, color); +#endif +#if !defined(ON_WINDOWS) && defined(__GNUC__) + if (isatty(2)) + { + switch (color) + { + case LightRed: + fprintf(stderr, "\033[1;31m"); + break; + case LightCyan: + fprintf(stderr, "\033[1;36m"); + break; + case LightGreen: + fprintf(stderr, "\033[1;32m"); + break; + case LightYellow: + fprintf(stderr, "\033[1;33m"); + break; + case LightGray: + default: + fprintf(stderr, "\033[0m"); + } + } +#endif +} + +#ifdef TESTLIB_THROW_EXIT_EXCEPTION_INSTEAD_OF_EXIT +class exit_exception: public std::exception { +private: + int exitCode; +public: + exit_exception(int exitCode): exitCode(exitCode) {} + int getExitCode() { return exitCode; } +}; +#endif + +NORETURN void halt(int exitCode) { +#ifdef FOOTER + InStream::textColor(InStream::LightGray); + std::fprintf(stderr, "Checker: \"%s\"\n", checkerName.c_str()); + std::fprintf(stderr, "Exit code: %d\n", exitCode); + InStream::textColor(InStream::LightGray); +#endif + __testlib_exitCode = exitCode; +#ifdef TESTLIB_THROW_EXIT_EXCEPTION_INSTEAD_OF_EXIT + throw exit_exception(exitCode); +#endif + std::exit(exitCode); +} + +static bool __testlib_shouldCheckDirt(TResult result) { + return result == _ok || result == _points || result >= _partially; +} + +static std::string __testlib_appendMessage(const std::string &message, const std::string &extra) { + int openPos = -1, closePos = -1; + for (size_t i = 0; i < message.length(); i++) { + if (message[i] == InStream::OPEN_BRACKET) { + if (openPos == -1) + openPos = int(i); + else + openPos = INT_MAX; + } + if (message[i] == InStream::CLOSE_BRACKET) { + if (closePos == -1) + closePos = int(i); + else + closePos = INT_MAX; + } + } + if (openPos != -1 && openPos != INT_MAX + && closePos != -1 && closePos != INT_MAX + && openPos < closePos) { + size_t index = message.find(extra, openPos); + if (index == std::string::npos || int(index) >= closePos) { + std::string result(message); + result.insert(closePos, ", " + extra); + return result; + } + return message; + } + + return message + " " + InStream::OPEN_BRACKET + extra + InStream::CLOSE_BRACKET; +} + +static std::string __testlib_toPrintableMessage(const std::string &message) { + int openPos = -1, closePos = -1; + for (size_t i = 0; i < message.length(); i++) { + if (message[i] == InStream::OPEN_BRACKET) { + if (openPos == -1) + openPos = int(i); + else + openPos = INT_MAX; + } + if (message[i] == InStream::CLOSE_BRACKET) { + if (closePos == -1) + closePos = int(i); + else + closePos = INT_MAX; + } + } + if (openPos != -1 && openPos != INT_MAX + && closePos != -1 && closePos != INT_MAX + && openPos < closePos) { + std::string result(message); + result[openPos] = '('; + result[closePos] = ')'; + return result; + } + + return message; +} + +NORETURN void InStream::quit(TResult result, const char *msg) { + if (TestlibFinalizeGuard::alive) + testlibFinalizeGuard.quitCount++; + + std::string message(msg); + message = trim(message); + + if (__testlib_hasTestCase) { + if (result != _ok) + message = __testlib_appendMessage(message, "test case " + vtos(__testlib_testCase)); + else { + if (__testlib_testCase == 1) + message = __testlib_appendMessage(message, vtos(__testlib_testCase) + " test case"); + else + message = __testlib_appendMessage(message, vtos(__testlib_testCase) + " test cases"); + } + } + + // You can change maxMessageLength. + // Example: 'inf.maxMessageLength = 1024 * 1024;'. + if (message.length() > maxMessageLength) { + std::string warn = "message length exceeds " + vtos(maxMessageLength) + + ", the message is truncated: "; + message = warn + message.substr(0, maxMessageLength - warn.length()); + } + +#ifndef ENABLE_UNEXPECTED_EOF + if (result == _unexpected_eof) + result = _pe; +#endif + + if (testlibMode == _scorer && result != _fail) + quits(_fail, "Scorer should return points only. Don't use a quit function."); + + if (mode != _output && result != _fail) { + if (mode == _input && testlibMode == _validator && lastLine != -1) + quits(_fail, __testlib_appendMessage(__testlib_appendMessage(message, name), "line " + vtos(lastLine))); + else + quits(_fail, __testlib_appendMessage(message, name)); + } + + std::FILE *resultFile; + std::string errorName; + + if (__testlib_shouldCheckDirt(result)) { + if (testlibMode != _interactor && !ouf.seekEof()) + quit(_dirt, "Extra information in the output file"); + } + + int pctype = result - _partially; + bool isPartial = false; + + switch (result) { + case _ok: + errorName = "ok "; + quitscrS(LightGreen, errorName); + break; + case _wa: + errorName = "wrong answer "; + quitscrS(LightRed, errorName); + break; + case _pe: + errorName = "wrong output format "; + quitscrS(LightRed, errorName); + break; + case _fail: + errorName = "FAIL "; + quitscrS(LightRed, errorName); + break; + case _dirt: + errorName = "wrong output format "; + quitscrS(LightCyan, errorName); + result = _pe; + break; + case _points: + errorName = "points "; + quitscrS(LightYellow, errorName); + break; + case _unexpected_eof: + errorName = "unexpected eof "; + quitscrS(LightCyan, errorName); + break; + default: + if (result >= _partially) { + errorName = testlib_format_("partially correct (%d) ", pctype); + isPartial = true; + quitscrS(LightYellow, errorName); + } else + quit(_fail, "What is the code ??? "); + } + + if (resultName != "") { + resultFile = testlib_fopen_(resultName.c_str(), "w"); + if (resultFile == NULL) { + resultName = ""; + quit(_fail, "Can not write to the result file"); + } + if (appesMode) { + std::fprintf(resultFile, "", appesModeEncoding.c_str()); + if (isPartial) + std::fprintf(resultFile, "", + outcomes[(int) _partially].c_str(), pctype); + else { + if (result != _points) + std::fprintf(resultFile, "", outcomes[(int) result].c_str()); + else { + if (__testlib_points == std::numeric_limits::infinity()) + quit(_fail, "Expected points, but infinity found"); + std::string stringPoints = removeDoubleTrailingZeroes(testlib_format_("%.10f", __testlib_points)); + std::fprintf(resultFile, "", + outcomes[(int) result].c_str(), stringPoints.c_str()); + } + } + xmlSafeWrite(resultFile, __testlib_toPrintableMessage(message).c_str()); + std::fprintf(resultFile, "\n"); + } else + std::fprintf(resultFile, "%s", __testlib_toPrintableMessage(message).c_str()); + if (NULL == resultFile || fclose(resultFile) != 0) { + resultName = ""; + quit(_fail, "Can not write to the result file"); + } + } + + quitscr(LightGray, __testlib_toPrintableMessage(message).c_str()); + std::fprintf(stderr, "\n"); + + inf.close(); + ouf.close(); + ans.close(); + if (tout.is_open()) + tout.close(); + + textColor(LightGray); + + if (resultName != "") + std::fprintf(stderr, "See file to check exit message\n"); + + halt(resultExitCode(result)); +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 3, 4))) +#endif +NORETURN void InStream::quitf(TResult result, const char *msg, ...) { + FMT_TO_RESULT(msg, msg, message); + InStream::quit(result, message.c_str()); +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +void InStream::quitif(bool condition, TResult result, const char *msg, ...) { + if (condition) { + FMT_TO_RESULT(msg, msg, message); + InStream::quit(result, message.c_str()); + } +} + +NORETURN void InStream::quits(TResult result, std::string msg) { + InStream::quit(result, msg.c_str()); +} + +void InStream::xmlSafeWrite(std::FILE *file, const char *msg) { + size_t lmsg = strlen(msg); + for (size_t i = 0; i < lmsg; i++) { + if (msg[i] == '&') { + std::fprintf(file, "%s", "&"); + continue; + } + if (msg[i] == '<') { + std::fprintf(file, "%s", "<"); + continue; + } + if (msg[i] == '>') { + std::fprintf(file, "%s", ">"); + continue; + } + if (msg[i] == '"') { + std::fprintf(file, "%s", """); + continue; + } + if (0 <= msg[i] && msg[i] <= 31) { + std::fprintf(file, "%c", '.'); + continue; + } + std::fprintf(file, "%c", msg[i]); + } +} + +void InStream::quitscrS(WORD color, std::string msg) { + quitscr(color, msg.c_str()); +} + +void InStream::quitscr(WORD color, const char *msg) { + if (resultName == "") { + textColor(color); + std::fprintf(stderr, "%s", msg); + textColor(LightGray); + } +} + +void InStream::reset(std::FILE *file) { + if (opened && stdfile) + quit(_fail, "Can't reset standard handle"); + + if (opened) + close(); + + if (!stdfile && NULL == file) + if (NULL == (file = testlib_fopen_(name.c_str(), "rb"))) { + if (mode == _output) + quits(_pe, std::string("Output file not found: \"") + name + "\""); + + if (mode == _answer) + quits(_fail, std::string("Answer file not found: \"") + name + "\""); + } + + if (NULL != file) { + opened = true; + __testlib_set_binary(file); + + if (stdfile) + reader = new FileInputStreamReader(file, name); + else + reader = new BufferedFileInputStreamReader(file, name); + } else { + opened = false; + reader = NULL; + } +} + +void InStream::init(std::string fileName, TMode mode) { + opened = false; + name = fileName; + stdfile = false; + this->mode = mode; + + std::ifstream stream; + stream.open(fileName.c_str(), std::ios::in); + if (stream.is_open()) { + std::streampos start = stream.tellg(); + stream.seekg(0, std::ios::end); + std::streampos end = stream.tellg(); + size_t fileSize = size_t(end - start); + stream.close(); + + // You can change maxFileSize. + // Example: 'inf.maxFileSize = 256 * 1024 * 1024;'. + if (fileSize > maxFileSize) + quitf(_pe, "File size exceeds %d bytes, size is %d", int(maxFileSize), int(fileSize)); + } + + reset(); +} + +void InStream::init(std::FILE *f, TMode mode) { + opened = false; + name = "untitled"; + this->mode = mode; + + if (f == stdin) + name = "stdin", stdfile = true; + if (f == stdout) + name = "stdout", stdfile = true; + if (f == stderr) + name = "stderr", stdfile = true; + + reset(f); +} + +void InStream::skipBom() { + const std::string utf8Bom = "\xEF\xBB\xBF"; + size_t index = 0; + while (index < utf8Bom.size() && curChar() == utf8Bom[index]) { + index++; + skipChar(); + } + if (index < utf8Bom.size()) { + while (index != 0) { + unreadChar(utf8Bom[index - 1]); + index--; + } + } +} + +char InStream::curChar() { + return char(reader->curChar()); +} + +char InStream::nextChar() { + return char(reader->nextChar()); +} + +char InStream::readChar() { + return nextChar(); +} + +char InStream::readChar(char c) { + lastLine = reader->getLine(); + char found = readChar(); + if (c != found) { + if (!isEoln(found)) + quit(_pe, ("Unexpected character '" + std::string(1, found) + "', but '" + std::string(1, c) + + "' expected").c_str()); + else + quit(_pe, ("Unexpected character " + ("#" + vtos(int(found))) + ", but '" + std::string(1, c) + + "' expected").c_str()); + } + return found; +} + +char InStream::readSpace() { + return readChar(' '); +} + +void InStream::unreadChar(char c) { + reader->unreadChar(c); +} + +void InStream::skipChar() { + reader->skipChar(); +} + +void InStream::skipBlanks() { + while (isBlanks(reader->curChar())) + reader->skipChar(); +} + +std::string InStream::readWord() { + readWordTo(_tmpReadToken); + return _tmpReadToken; +} + +void InStream::readWordTo(std::string &result) { + if (!strict) + skipBlanks(); + + lastLine = reader->getLine(); + int cur = reader->nextChar(); + + if (cur == EOFC) + quit(_unexpected_eof, "Unexpected end of file - token expected"); + + if (isBlanks(cur)) + quit(_pe, "Unexpected white-space - token expected"); + + result.clear(); + + while (!(isBlanks(cur) || cur == EOFC)) { + result += char(cur); + + // You can change maxTokenLength. + // Example: 'inf.maxTokenLength = 128 * 1024 * 1024;'. + if (result.length() > maxTokenLength) + quitf(_pe, "Length of token exceeds %d, token is '%s...'", int(maxTokenLength), + __testlib_part(result).c_str()); + + cur = reader->nextChar(); + } + + reader->unreadChar(cur); + + if (result.length() == 0) + quit(_unexpected_eof, "Unexpected end of file or white-space - token expected"); +} + +std::string InStream::readToken() { + return readWord(); +} + +void InStream::readTokenTo(std::string &result) { + readWordTo(result); +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +static std::string __testlib_part(const std::string &s) { + std::string t; + for (size_t i = 0; i < s.length(); i++) + if (s[i] != '\0') + t += s[i]; + else + t += '~'; + if (t.length() <= 64) + return t; + else + return t.substr(0, 30) + "..." + t.substr(s.length() - 31, 31); +} + +#define __testlib_readMany(readMany, readOne, typeName, space) \ + if (size < 0) \ + quit(_fail, #readMany ": size should be non-negative."); \ + if (size > 100000000) \ + quit(_fail, #readMany ": size should be at most 100000000."); \ + \ + std::vector result(size); \ + readManyIteration = indexBase; \ + \ + for (int i = 0; i < size; i++) \ + { \ + result[i] = readOne; \ + readManyIteration++; \ + if (strict && space && i + 1 < size) \ + readSpace(); \ + } \ + \ + readManyIteration = NO_INDEX; \ + return result; \ + + +std::string InStream::readWord(const pattern &p, const std::string &variableName) { + readWordTo(_tmpReadToken); + if (!p.matches(_tmpReadToken)) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, + ("Token \"" + __testlib_part(_tmpReadToken) + "\" doesn't correspond to pattern \"" + p.src() + + "\"").c_str()); + else + quit(_wa, ("Token parameter [name=" + variableName + "] equals to \"" + __testlib_part(_tmpReadToken) + + "\", doesn't correspond to pattern \"" + p.src() + "\"").c_str()); + } else { + if (variableName.empty()) + quit(_wa, ("Token element [index=" + vtos(readManyIteration) + "] equals to \"" + + __testlib_part(_tmpReadToken) + "\" doesn't correspond to pattern \"" + p.src() + + "\"").c_str()); + else + quit(_wa, ("Token element " + variableName + "[" + vtos(readManyIteration) + "] equals to \"" + + __testlib_part(_tmpReadToken) + "\", doesn't correspond to pattern \"" + p.src() + + "\"").c_str()); + } + } + if (strict && !variableName.empty()) + validator.addVariable(variableName); + return _tmpReadToken; +} + +std::vector +InStream::readWords(int size, const pattern &p, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readWords, readWord(p, variablesName), std::string, true); +} + +std::vector InStream::readWords(int size, int indexBase) { + __testlib_readMany(readWords, readWord(), std::string, true); +} + +std::string InStream::readWord(const std::string &ptrn, const std::string &variableName) { + return readWord(pattern(ptrn), variableName); +} + +std::vector +InStream::readWords(int size, const std::string &ptrn, const std::string &variablesName, int indexBase) { + pattern p(ptrn); + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readWords, readWord(p, variablesName), std::string, true); +} + +std::string InStream::readToken(const pattern &p, const std::string &variableName) { + return readWord(p, variableName); +} + +std::vector +InStream::readTokens(int size, const pattern &p, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readTokens, readToken(p, variablesName), std::string, true); +} + +std::vector InStream::readTokens(int size, int indexBase) { + __testlib_readMany(readTokens, readToken(), std::string, true); +} + +std::string InStream::readToken(const std::string &ptrn, const std::string &variableName) { + return readWord(ptrn, variableName); +} + +std::vector +InStream::readTokens(int size, const std::string &ptrn, const std::string &variablesName, int indexBase) { + pattern p(ptrn); + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readTokens, readWord(p, variablesName), std::string, true); +} + +void InStream::readWordTo(std::string &result, const pattern &p, const std::string &variableName) { + readWordTo(result); + if (!p.matches(result)) { + if (variableName.empty()) + quit(_wa, ("Token \"" + __testlib_part(result) + "\" doesn't correspond to pattern \"" + p.src() + + "\"").c_str()); + else + quit(_wa, ("Token parameter [name=" + variableName + "] equals to \"" + __testlib_part(result) + + "\", doesn't correspond to pattern \"" + p.src() + "\"").c_str()); + } + if (strict && !variableName.empty()) + validator.addVariable(variableName); +} + +void InStream::readWordTo(std::string &result, const std::string &ptrn, const std::string &variableName) { + return readWordTo(result, pattern(ptrn), variableName); +} + +void InStream::readTokenTo(std::string &result, const pattern &p, const std::string &variableName) { + return readWordTo(result, p, variableName); +} + +void InStream::readTokenTo(std::string &result, const std::string &ptrn, const std::string &variableName) { + return readWordTo(result, ptrn, variableName); +} + +#ifdef __GNUC__ +__attribute__((pure)) +#endif +static inline bool equals(long long integer, const char *s) { + if (integer == LLONG_MIN) + return strcmp(s, "-9223372036854775808") == 0; + + if (integer == 0LL) + return strcmp(s, "0") == 0; + + size_t length = strlen(s); + + if (length == 0) + return false; + + if (integer < 0 && s[0] != '-') + return false; + + if (integer < 0) + s++, length--, integer = -integer; + + if (length == 0) + return false; + + while (integer > 0) { + int digit = int(integer % 10); + + if (s[length - 1] != '0' + digit) + return false; + + length--; + integer /= 10; + } + + return length == 0; +} + +#ifdef __GNUC__ +__attribute__((pure)) +#endif +static inline bool equals(unsigned long long integer, const char *s) { + if (integer == ULLONG_MAX) + return strcmp(s, "18446744073709551615") == 0; + + if (integer == 0ULL) + return strcmp(s, "0") == 0; + + size_t length = strlen(s); + + if (length == 0) + return false; + + while (integer > 0) { + int digit = int(integer % 10); + + if (s[length - 1] != '0' + digit) + return false; + + length--; + integer /= 10; + } + + return length == 0; +} + +static inline double stringToDouble(InStream &in, const char *buffer) { + double result; + + size_t length = strlen(buffer); + + int minusCount = 0; + int plusCount = 0; + int decimalPointCount = 0; + int digitCount = 0; + int eCount = 0; + + for (size_t i = 0; i < length; i++) { + if (('0' <= buffer[i] && buffer[i] <= '9') || buffer[i] == '.' + || buffer[i] == 'e' || buffer[i] == 'E' + || buffer[i] == '-' || buffer[i] == '+') { + if ('0' <= buffer[i] && buffer[i] <= '9') + digitCount++; + if (buffer[i] == 'e' || buffer[i] == 'E') + eCount++; + if (buffer[i] == '-') + minusCount++; + if (buffer[i] == '+') + plusCount++; + if (buffer[i] == '.') + decimalPointCount++; + } else + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + // If for sure is not a number in standard notation or in e-notation. + if (digitCount == 0 || minusCount > 2 || plusCount > 2 || decimalPointCount > 1 || eCount > 1) + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + char *suffix = new char[length + 1]; + std::memset(suffix, 0, length + 1); + int scanned; +#ifdef _MSC_VER + scanned = sscanf_s(buffer, "%lf%s", &result, suffix, (unsigned int)(length + 1)); +#else + scanned = std::sscanf(buffer, "%lf%s", &result, suffix); +#endif + bool empty = strlen(suffix) == 0; + delete[] suffix; + + if (scanned == 1 || (scanned == 2 && empty)) { + if (__testlib_isNaN(result)) + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + return result; + } else + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); +} + +static inline double stringToDouble(InStream &in, const std::string& buffer) { + for (size_t i = 0; i < buffer.length(); i++) + if (buffer[i] == '\0') + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found (it contains \\0)").c_str()); + return stringToDouble(in, buffer.c_str()); +} + +static inline double stringToStrictDouble(InStream &in, const char *buffer, + int minAfterPointDigitCount, int maxAfterPointDigitCount) { + if (minAfterPointDigitCount < 0) + in.quit(_fail, "stringToStrictDouble: minAfterPointDigitCount should be non-negative."); + + if (minAfterPointDigitCount > maxAfterPointDigitCount) + in.quit(_fail, + "stringToStrictDouble: minAfterPointDigitCount should be less or equal to maxAfterPointDigitCount."); + + double result; + + size_t length = strlen(buffer); + + if (length == 0 || length > 1000) + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + if (buffer[0] != '-' && (buffer[0] < '0' || buffer[0] > '9')) + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + int pointPos = -1; + for (size_t i = 1; i + 1 < length; i++) { + if (buffer[i] == '.') { + if (pointPos > -1) + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + pointPos = int(i); + } + if (buffer[i] != '.' && (buffer[i] < '0' || buffer[i] > '9')) + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + if (buffer[length - 1] < '0' || buffer[length - 1] > '9') + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + int afterDigitsCount = (pointPos == -1 ? 0 : int(length) - pointPos - 1); + if (afterDigitsCount < minAfterPointDigitCount || afterDigitsCount > maxAfterPointDigitCount) + in.quit(_pe, ("Expected strict double with number of digits after point in range [" + + vtos(minAfterPointDigitCount) + + "," + + vtos(maxAfterPointDigitCount) + + "], but \"" + __testlib_part(buffer) + "\" found").c_str() + ); + + int firstDigitPos = -1; + for (size_t i = 0; i < length; i++) + if (buffer[i] >= '0' && buffer[i] <= '9') { + firstDigitPos = int(i); + break; + } + + if (firstDigitPos > 1 || firstDigitPos == -1) + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + if (buffer[firstDigitPos] == '0' && firstDigitPos + 1 < int(length) + && buffer[firstDigitPos + 1] >= '0' && buffer[firstDigitPos + 1] <= '9') + in.quit(_pe, ("Expected strict double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + char *suffix = new char[length + 1]; + std::memset(suffix, 0, length + 1); + int scanned; +#ifdef _MSC_VER + scanned = sscanf_s(buffer, "%lf%s", &result, suffix, (unsigned int)(length + 1)); +#else + scanned = std::sscanf(buffer, "%lf%s", &result, suffix); +#endif + bool empty = strlen(suffix) == 0; + delete[] suffix; + + if (scanned == 1 || (scanned == 2 && empty)) { + if (__testlib_isNaN(result) || __testlib_isInfinite(result)) + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); + if (buffer[0] == '-' && result >= 0) + in.quit(_pe, ("Redundant minus in \"" + __testlib_part(buffer) + "\" found").c_str()); + return result; + } else + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found").c_str()); +} + +static inline double stringToStrictDouble(InStream &in, const std::string& buffer, + int minAfterPointDigitCount, int maxAfterPointDigitCount) { + for (size_t i = 0; i < buffer.length(); i++) + if (buffer[i] == '\0') + in.quit(_pe, ("Expected double, but \"" + __testlib_part(buffer) + "\" found (it contains \\0)").c_str()); + return stringToStrictDouble(in, buffer.c_str(), minAfterPointDigitCount, maxAfterPointDigitCount); +} + +static inline long long stringToLongLong(InStream &in, const char *buffer) { + size_t length = strlen(buffer); + if (length == 0 || length > 20) + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + bool has_minus = (length > 1 && buffer[0] == '-'); + int zeroes = 0; + bool processingZeroes = true; + + for (int i = (has_minus ? 1 : 0); i < int(length); i++) { + if (buffer[i] == '0' && processingZeroes) + zeroes++; + else + processingZeroes = false; + + if (buffer[i] < '0' || buffer[i] > '9') + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + long long int result; + try { + result = std::stoll(buffer); + } catch (const std::exception&) { + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } catch (...) { + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + if ((zeroes > 0 && (result != 0 || has_minus)) || zeroes > 1) + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + return result; +} + +static inline long long stringToLongLong(InStream &in, const std::string& buffer) { + for (size_t i = 0; i < buffer.length(); i++) + if (buffer[i] == '\0') + in.quit(_pe, ("Expected integer, but \"" + __testlib_part(buffer) + "\" found (it contains \\0)").c_str()); + return stringToLongLong(in, buffer.c_str()); +} + +static inline unsigned long long stringToUnsignedLongLong(InStream &in, const char *buffer) { + size_t length = strlen(buffer); + + if (length == 0 || length > 20) + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + if (length > 1 && buffer[0] == '0') + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + + for (int i = 0; i < int(length); i++) { + if (buffer[i] < '0' || buffer[i] > '9') + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + unsigned long long result; + try { + result = std::stoull(buffer); + } catch (const std::exception&) { + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } catch (...) { + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found").c_str()); + } + + return result; +} + +static inline long long stringToUnsignedLongLong(InStream &in, const std::string& buffer) { + for (size_t i = 0; i < buffer.length(); i++) + if (buffer[i] == '\0') + in.quit(_pe, ("Expected unsigned integer, but \"" + __testlib_part(buffer) + "\" found (it contains \\0)").c_str()); + return stringToUnsignedLongLong(in, buffer.c_str()); +} + +int InStream::readInteger() { + if (!strict && seekEof()) + quit(_unexpected_eof, "Unexpected end of file - int32 expected"); + + readWordTo(_tmpReadToken); + + long long value = stringToLongLong(*this, _tmpReadToken); + if (value < INT_MIN || value > INT_MAX) + quit(_pe, ("Expected int32, but \"" + __testlib_part(_tmpReadToken) + "\" found").c_str()); + + return int(value); +} + +long long InStream::readLong() { + if (!strict && seekEof()) + quit(_unexpected_eof, "Unexpected end of file - int64 expected"); + + readWordTo(_tmpReadToken); + + return stringToLongLong(*this, _tmpReadToken); +} + +unsigned long long InStream::readUnsignedLong() { + if (!strict && seekEof()) + quit(_unexpected_eof, "Unexpected end of file - int64 expected"); + + readWordTo(_tmpReadToken); + + return stringToUnsignedLongLong(*this, _tmpReadToken); +} + +long long InStream::readLong(long long minv, long long maxv, const std::string &variableName) { + long long result = readLong(); + + if (result < minv || result > maxv) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, ("Integer " + vtos(result) + " violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + + "]").c_str()); + else + quit(_wa, ("Integer parameter [name=" + std::string(variableName) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + } else { + if (variableName.empty()) + quit(_wa, ("Integer element [index=" + vtos(readManyIteration) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + else + quit(_wa, + ("Integer element " + std::string(variableName) + "[" + vtos(readManyIteration) + "] equals to " + + vtos(result) + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + } + } + + if (strict && !variableName.empty()) { + validator.addBoundsHit(variableName, ValidatorBoundsHit(minv == result, maxv == result)); + validator.adjustConstantBounds(variableName, minv, maxv); + validator.addVariable(variableName); + } + + return result; +} + +std::vector +InStream::readLongs(int size, long long minv, long long maxv, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readLongs, readLong(minv, maxv, variablesName), long long, true) +} + +std::vector InStream::readLongs(int size, int indexBase) { + __testlib_readMany(readLongs, readLong(), long long, true) +} + +unsigned long long +InStream::readUnsignedLong(unsigned long long minv, unsigned long long maxv, const std::string &variableName) { + unsigned long long result = readUnsignedLong(); + + if (result < minv || result > maxv) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, + ("Unsigned integer " + vtos(result) + " violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + + "]").c_str()); + else + quit(_wa, + ("Unsigned integer parameter [name=" + std::string(variableName) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + } else { + if (variableName.empty()) + quit(_wa, + ("Unsigned integer element [index=" + vtos(readManyIteration) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + else + quit(_wa, ("Unsigned integer element " + std::string(variableName) + "[" + vtos(readManyIteration) + + "] equals to " + vtos(result) + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + + "]").c_str()); + } + } + + if (strict && !variableName.empty()) { + validator.addBoundsHit(variableName, ValidatorBoundsHit(minv == result, maxv == result)); + validator.adjustConstantBounds(variableName, minv, maxv); + validator.addVariable(variableName); + } + + return result; +} + +std::vector InStream::readUnsignedLongs(int size, unsigned long long minv, unsigned long long maxv, + const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readUnsignedLongs, readUnsignedLong(minv, maxv, variablesName), unsigned long long, true) +} + +std::vector InStream::readUnsignedLongs(int size, int indexBase) { + __testlib_readMany(readUnsignedLongs, readUnsignedLong(), unsigned long long, true) +} + +unsigned long long +InStream::readLong(unsigned long long minv, unsigned long long maxv, const std::string &variableName) { + return readUnsignedLong(minv, maxv, variableName); +} + +int InStream::readInt() { + return readInteger(); +} + +int InStream::readInt(int minv, int maxv, const std::string &variableName) { + int result = readInt(); + + if (result < minv || result > maxv) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, ("Integer " + vtos(result) + " violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + + "]").c_str()); + else + quit(_wa, ("Integer parameter [name=" + std::string(variableName) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + } else { + if (variableName.empty()) + quit(_wa, ("Integer element [index=" + vtos(readManyIteration) + "] equals to " + vtos(result) + + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + else + quit(_wa, + ("Integer element " + std::string(variableName) + "[" + vtos(readManyIteration) + "] equals to " + + vtos(result) + ", violates the range [" + toHumanReadableString(minv) + ", " + toHumanReadableString(maxv) + "]").c_str()); + } + } + + if (strict && !variableName.empty()) { + validator.addBoundsHit(variableName, ValidatorBoundsHit(minv == result, maxv == result)); + validator.adjustConstantBounds(variableName, minv, maxv); + validator.addVariable(variableName); + } + + return result; +} + +int InStream::readInteger(int minv, int maxv, const std::string &variableName) { + return readInt(minv, maxv, variableName); +} + +std::vector InStream::readInts(int size, int minv, int maxv, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readInts, readInt(minv, maxv, variablesName), int, true) +} + +std::vector InStream::readInts(int size, int indexBase) { + __testlib_readMany(readInts, readInt(), int, true) +} + +std::vector InStream::readIntegers(int size, int minv, int maxv, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readIntegers, readInt(minv, maxv, variablesName), int, true) +} + +std::vector InStream::readIntegers(int size, int indexBase) { + __testlib_readMany(readIntegers, readInt(), int, true) +} + +double InStream::readReal() { + if (!strict && seekEof()) + quit(_unexpected_eof, "Unexpected end of file - double expected"); + + return stringToDouble(*this, readWord()); +} + +double InStream::readDouble() { + return readReal(); +} + +double InStream::readReal(double minv, double maxv, const std::string &variableName) { + double result = readReal(); + + if (result < minv || result > maxv) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, ("Double " + vtos(result) + " violates the range [" + vtos(minv) + ", " + vtos(maxv) + + "]").c_str()); + else + quit(_wa, ("Double parameter [name=" + std::string(variableName) + "] equals to " + vtos(result) + + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + "]").c_str()); + } else { + if (variableName.empty()) + quit(_wa, ("Double element [index=" + vtos(readManyIteration) + "] equals to " + vtos(result) + + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + "]").c_str()); + else + quit(_wa, + ("Double element " + std::string(variableName) + "[" + vtos(readManyIteration) + "] equals to " + + vtos(result) + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + "]").c_str()); + } + } + + if (strict && !variableName.empty()) { + validator.addBoundsHit(variableName, ValidatorBoundsHit( + doubleDelta(minv, result) < ValidatorBoundsHit::EPS, + doubleDelta(maxv, result) < ValidatorBoundsHit::EPS + )); + validator.adjustConstantBounds(variableName, minv, maxv); + validator.addVariable(variableName); + } + + return result; +} + +std::vector +InStream::readReals(int size, double minv, double maxv, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readReals, readReal(minv, maxv, variablesName), double, true) +} + +std::vector InStream::readReals(int size, int indexBase) { + __testlib_readMany(readReals, readReal(), double, true) +} + +double InStream::readDouble(double minv, double maxv, const std::string &variableName) { + return readReal(minv, maxv, variableName); +} + +std::vector +InStream::readDoubles(int size, double minv, double maxv, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readDoubles, readDouble(minv, maxv, variablesName), double, true) +} + +std::vector InStream::readDoubles(int size, int indexBase) { + __testlib_readMany(readDoubles, readDouble(), double, true) +} + +double InStream::readStrictReal(double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variableName) { + if (!strict && seekEof()) + quit(_unexpected_eof, "Unexpected end of file - strict double expected"); + + double result = stringToStrictDouble(*this, readWord(), minAfterPointDigitCount, maxAfterPointDigitCount); + + if (result < minv || result > maxv) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, ("Strict double " + vtos(result) + " violates the range [" + vtos(minv) + ", " + vtos(maxv) + + "]").c_str()); + else + quit(_wa, + ("Strict double parameter [name=" + std::string(variableName) + "] equals to " + vtos(result) + + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + "]").c_str()); + } else { + if (variableName.empty()) + quit(_wa, ("Strict double element [index=" + vtos(readManyIteration) + "] equals to " + vtos(result) + + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + "]").c_str()); + else + quit(_wa, ("Strict double element " + std::string(variableName) + "[" + vtos(readManyIteration) + + "] equals to " + vtos(result) + ", violates the range [" + vtos(minv) + ", " + vtos(maxv) + + "]").c_str()); + } + } + + if (strict && !variableName.empty()) { + validator.addBoundsHit(variableName, ValidatorBoundsHit( + doubleDelta(minv, result) < ValidatorBoundsHit::EPS, + doubleDelta(maxv, result) < ValidatorBoundsHit::EPS + )); + validator.adjustConstantBounds(variableName, minv, maxv); + validator.addVariable(variableName); + } + + return result; +} + +std::vector InStream::readStrictReals(int size, double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readStrictReals, + readStrictReal(minv, maxv, minAfterPointDigitCount, maxAfterPointDigitCount, variablesName), + double, true) +} + +double InStream::readStrictDouble(double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variableName) { + return readStrictReal(minv, maxv, + minAfterPointDigitCount, maxAfterPointDigitCount, + variableName); +} + +std::vector InStream::readStrictDoubles(int size, double minv, double maxv, + int minAfterPointDigitCount, int maxAfterPointDigitCount, + const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readStrictDoubles, + readStrictDouble(minv, maxv, minAfterPointDigitCount, maxAfterPointDigitCount, variablesName), + double, true) +} + +bool InStream::eof() { + if (!strict && NULL == reader) + return true; + + return reader->eof(); +} + +bool InStream::seekEof() { + if (!strict && NULL == reader) + return true; + skipBlanks(); + return eof(); +} + +bool InStream::eoln() { + if (!strict && NULL == reader) + return true; + + int c = reader->nextChar(); + + if (!strict) { + if (c == EOFC) + return true; + + if (c == CR) { + c = reader->nextChar(); + + if (c != LF) { + reader->unreadChar(c); + reader->unreadChar(CR); + return false; + } else + return true; + } + + if (c == LF) + return true; + + reader->unreadChar(c); + return false; + } else { + bool returnCr = false; + +#if (defined(ON_WINDOWS) && !defined(FOR_LINUX)) || defined(FOR_WINDOWS) + if (c != CR) { + reader->unreadChar(c); + return false; + } else { + if (!returnCr) + returnCr = true; + c = reader->nextChar(); + } +#endif + if (c != LF) { + reader->unreadChar(c); + if (returnCr) + reader->unreadChar(CR); + return false; + } + + return true; + } +} + +void InStream::readEoln() { + lastLine = reader->getLine(); + if (!eoln()) + quit(_pe, "Expected EOLN"); +} + +void InStream::readEof() { + lastLine = reader->getLine(); + if (!eof()) + quit(_pe, "Expected EOF"); + + if (TestlibFinalizeGuard::alive && this == &inf) + testlibFinalizeGuard.readEofCount++; +} + +bool InStream::seekEoln() { + if (!strict && NULL == reader) + return true; + + int cur; + do { + cur = reader->nextChar(); + } while (cur == SPACE || cur == TAB); + + reader->unreadChar(cur); + return eoln(); +} + +void InStream::nextLine() { + readLine(); +} + +void InStream::readStringTo(std::string &result) { + if (NULL == reader) + quit(_pe, "Expected line"); + + result.clear(); + + for (;;) { + int cur = reader->curChar(); + + if (cur == LF || cur == EOFC) + break; + + if (cur == CR) { + cur = reader->nextChar(); + if (reader->curChar() == LF) { + reader->unreadChar(cur); + break; + } + } + + lastLine = reader->getLine(); + result += char(reader->nextChar()); + } + + if (strict) + readEoln(); + else + eoln(); +} + +std::string InStream::readString() { + readStringTo(_tmpReadToken); + return _tmpReadToken; +} + +std::vector InStream::readStrings(int size, int indexBase) { + __testlib_readMany(readStrings, readString(), std::string, false) +} + +void InStream::readStringTo(std::string &result, const pattern &p, const std::string &variableName) { + readStringTo(result); + if (!p.matches(result)) { + if (readManyIteration == NO_INDEX) { + if (variableName.empty()) + quit(_wa, ("Line \"" + __testlib_part(result) + "\" doesn't correspond to pattern \"" + p.src() + + "\"").c_str()); + else + quit(_wa, ("Line [name=" + variableName + "] equals to \"" + __testlib_part(result) + + "\", doesn't correspond to pattern \"" + p.src() + "\"").c_str()); + } else { + if (variableName.empty()) + quit(_wa, + ("Line element [index=" + vtos(readManyIteration) + "] equals to \"" + __testlib_part(result) + + "\" doesn't correspond to pattern \"" + p.src() + "\"").c_str()); + else + quit(_wa, + ("Line element " + std::string(variableName) + "[" + vtos(readManyIteration) + "] equals to \"" + + __testlib_part(result) + "\", doesn't correspond to pattern \"" + p.src() + "\"").c_str()); + } + } + if (strict && !variableName.empty()) + validator.addVariable(variableName); +} + +void InStream::readStringTo(std::string &result, const std::string &ptrn, const std::string &variableName) { + readStringTo(result, pattern(ptrn), variableName); +} + +std::string InStream::readString(const pattern &p, const std::string &variableName) { + readStringTo(_tmpReadToken, p, variableName); + return _tmpReadToken; +} + +std::vector +InStream::readStrings(int size, const pattern &p, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readStrings, readString(p, variablesName), std::string, false) +} + +std::string InStream::readString(const std::string &ptrn, const std::string &variableName) { + readStringTo(_tmpReadToken, ptrn, variableName); + return _tmpReadToken; +} + +std::vector +InStream::readStrings(int size, const std::string &ptrn, const std::string &variablesName, int indexBase) { + pattern p(ptrn); + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readStrings, readString(p, variablesName), std::string, false) +} + +void InStream::readLineTo(std::string &result) { + readStringTo(result); +} + +std::string InStream::readLine() { + return readString(); +} + +std::vector InStream::readLines(int size, int indexBase) { + __testlib_readMany(readLines, readString(), std::string, false) +} + +void InStream::readLineTo(std::string &result, const pattern &p, const std::string &variableName) { + readStringTo(result, p, variableName); +} + +void InStream::readLineTo(std::string &result, const std::string &ptrn, const std::string &variableName) { + readStringTo(result, ptrn, variableName); +} + +std::string InStream::readLine(const pattern &p, const std::string &variableName) { + return readString(p, variableName); +} + +std::vector +InStream::readLines(int size, const pattern &p, const std::string &variablesName, int indexBase) { + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readLines, readString(p, variablesName), std::string, false) +} + +std::string InStream::readLine(const std::string &ptrn, const std::string &variableName) { + return readString(ptrn, variableName); +} + +std::vector +InStream::readLines(int size, const std::string &ptrn, const std::string &variablesName, int indexBase) { + pattern p(ptrn); + if (strict && !variablesName.empty()) + validator.addVariable(variablesName); + __testlib_readMany(readLines, readString(p, variablesName), std::string, false) +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 3, 4))) +#endif +void InStream::ensuref(bool cond, const char *format, ...) { + if (!cond) { + FMT_TO_RESULT(format, format, message); + this->__testlib_ensure(cond, message); + } +} + +void InStream::__testlib_ensure(bool cond, std::string message) { + if (!cond) + this->quit(_wa, message.c_str()); +} + +void InStream::close() { + if (NULL != reader) { + reader->close(); + delete reader; + reader = NULL; + } + + opened = false; +} + +NORETURN void quit(TResult result, const std::string &msg) { + ouf.quit(result, msg.c_str()); +} + +NORETURN void quit(TResult result, const char *msg) { + ouf.quit(result, msg); +} + +double __testlib_preparePoints(double points_) { + volatile double points = points_; + if (__testlib_isNaN(points)) + quit(_fail, "Parameter 'points' can't be nan"); + if (__testlib_isInfinite(points)) + quit(_fail, "Parameter 'points' can't be infinite"); + if (points < -1E-8) + quit(_fail, "Parameter 'points' can't be negative"); + if (points <= 0.0) + points = +0.0; + if (points > 1E6 + 1E-8) + quit(_fail, "Parameter 'points' can't be greater than 1E6"); + if (points >= 1E6) + points = 1E6; + return points; +} + +NORETURN void __testlib_quitp(double points, const char *message) { + __testlib_points = __testlib_preparePoints(points); + std::string stringPoints = removeDoubleTrailingZeroes(testlib_format_("%.10f", __testlib_points)); + + std::string quitMessage; + if (NULL == message || 0 == strlen(message)) + quitMessage = stringPoints; + else + quitMessage = stringPoints + " " + message; + + quit(_points, quitMessage.c_str()); +} + +NORETURN void __testlib_quitp(int points, const char *message) { + __testlib_points = __testlib_preparePoints(points); + std::string stringPoints = testlib_format_("%d", points); + + std::string quitMessage; + if (NULL == message || 0 == strlen(message)) + quitMessage = stringPoints; + else + quitMessage = stringPoints + " " + message; + + quit(_points, quitMessage.c_str()); +} + +NORETURN void quitp(float points, const std::string &message = "") { + __testlib_quitp(double(points), message.c_str()); +} + +NORETURN void quitp(double points, const std::string &message = "") { + __testlib_quitp(points, message.c_str()); +} + +NORETURN void quitp(long double points, const std::string &message = "") { + __testlib_quitp(double(points), message.c_str()); +} + +NORETURN void quitp(int points, const std::string &message = "") { + __testlib_quitp(points, message.c_str()); +} + +NORETURN void quitpi(const std::string &points_info, const std::string &message = "") { + if (points_info.find(' ') != std::string::npos) + quit(_fail, "Parameter 'points_info' can't contain spaces"); + if (message.empty()) + quit(_points, ("points_info=" + points_info).c_str()); + else + quit(_points, ("points_info=" + points_info + " " + message).c_str()); +} + +template +#ifdef __GNUC__ +__attribute__ ((format (printf, 2, 3))) +#endif +NORETURN void quitp(F points, const char *format, ...) { + FMT_TO_RESULT(format, format, message); + quitp(points, message); +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 2, 3))) +#endif +NORETURN void quitf(TResult result, const char *format, ...) { + FMT_TO_RESULT(format, format, message); + quit(result, message); +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 3, 4))) +#endif +void quitif(bool condition, TResult result, const char *format, ...) { + if (condition) { + FMT_TO_RESULT(format, format, message); + quit(result, message); + } +} + +NORETURN void __testlib_help() { + InStream::textColor(InStream::LightCyan); + std::fprintf(stderr, "TESTLIB %s, https://github.com/MikeMirzayanov/testlib/ ", VERSION); + std::fprintf(stderr, "by Mike Mirzayanov, copyright(c) 2005-2020\n"); + std::fprintf(stderr, "Checker name: \"%s\"\n", checkerName.c_str()); + InStream::textColor(InStream::LightGray); + + std::fprintf(stderr, "\n"); + std::fprintf(stderr, "Latest features: \n"); + for (size_t i = 0; i < sizeof(latestFeatures) / sizeof(char *); i++) { + std::fprintf(stderr, "*) %s\n", latestFeatures[i]); + } + std::fprintf(stderr, "\n"); + + std::fprintf(stderr, "Program must be run with the following arguments: \n"); + std::fprintf(stderr, " [--testset testset] [--group group] [ [<-appes>]]\n\n"); + + __testlib_exitCode = FAIL_EXIT_CODE; + std::exit(FAIL_EXIT_CODE); +} + +static void __testlib_ensuresPreconditions() { + // testlib assumes: sizeof(int) = 4. + __TESTLIB_STATIC_ASSERT(sizeof(int) == 4); + + // testlib assumes: INT_MAX == 2147483647. + __TESTLIB_STATIC_ASSERT(INT_MAX == 2147483647); + + // testlib assumes: sizeof(long long) = 8. + __TESTLIB_STATIC_ASSERT(sizeof(long long) == 8); + + // testlib assumes: sizeof(double) = 8. + __TESTLIB_STATIC_ASSERT(sizeof(double) == 8); + + // testlib assumes: no -ffast-math. + if (!__testlib_isNaN(+__testlib_nan())) + quit(_fail, "Function __testlib_isNaN is not working correctly: possible reason is '-ffast-math'"); + if (!__testlib_isNaN(-__testlib_nan())) + quit(_fail, "Function __testlib_isNaN is not working correctly: possible reason is '-ffast-math'"); +} + +std::string __testlib_testset; + +std::string getTestset() { + return __testlib_testset; +} + +std::string __testlib_group; + +std::string getGroup() { + return __testlib_group; +} + +static void __testlib_set_testset_and_group(int argc, char* argv[]) { + for (int i = 1; i < argc; i++) { + if (!strcmp("--testset", argv[i])) { + if (i + 1 < argc && strlen(argv[i + 1]) > 0) + __testlib_testset = argv[++i]; + else + quit(_fail, std::string("Expected non-empty testset after --testset command line parameter")); + } else if (!strcmp("--group", argv[i])) { + if (i + 1 < argc) + __testlib_group = argv[++i]; + else + quit(_fail, std::string("Expected group after --group command line parameter")); + } + } +} + +void registerGen(int argc, char *argv[], int randomGeneratorVersion) { + if (randomGeneratorVersion < 0 || randomGeneratorVersion > 1) + quitf(_fail, "Random generator version is expected to be 0 or 1."); + random_t::version = randomGeneratorVersion; + + __testlib_ensuresPreconditions(); + TestlibFinalizeGuard::registered = true; + + testlibMode = _generator; + __testlib_set_binary(stdin); + rnd.setSeed(argc, argv); + +#if __cplusplus > 199711L || defined(_MSC_VER) + prepareOpts(argc, argv); +#endif +} + +#ifdef USE_RND_AS_BEFORE_087 +void registerGen(int argc, char* argv[]) +{ + registerGen(argc, argv, 0); +} +#else +#ifdef __GNUC__ +#if (__GNUC__ > 4) || ((__GNUC__ == 4) && (__GNUC_MINOR__ > 4)) +__attribute__ ((deprecated("Use registerGen(argc, argv, 0) or registerGen(argc, argv, 1)." +" The third parameter stands for the random generator version." +" If you are trying to compile old generator use macro -DUSE_RND_AS_BEFORE_087 or registerGen(argc, argv, 0)." +" Version 1 has been released on Spring, 2013. Use it to write new generators."))) +#else +__attribute__ ((deprecated)) +#endif +#endif +#ifdef _MSC_VER +__declspec(deprecated("Use registerGen(argc, argv, 0) or registerGen(argc, argv, 1)." + " The third parameter stands for the random generator version." + " If you are trying to compile old generator use macro -DUSE_RND_AS_BEFORE_087 or registerGen(argc, argv, 0)." + " Version 1 has been released on Spring, 2013. Use it to write new generators.")) +#endif +void registerGen(int argc, char *argv[]) { + std::fprintf(stderr, "Use registerGen(argc, argv, 0) or registerGen(argc, argv, 1)." + " The third parameter stands for the random generator version." + " If you are trying to compile old generator use macro -DUSE_RND_AS_BEFORE_087 or registerGen(argc, argv, 0)." + " Version 1 has been released on Spring, 2013. Use it to write new generators.\n\n"); + registerGen(argc, argv, 0); +} +#endif + +void setAppesModeEncoding(std::string appesModeEncoding) { + static const char* const ENCODINGS[] = {"ascii", "utf-7", "utf-8", "utf-16", "utf-16le", "utf-16be", "utf-32", "utf-32le", "utf-32be", "iso-8859-1", +"iso-8859-2", "iso-8859-3", "iso-8859-4", "iso-8859-5", "iso-8859-6", "iso-8859-7", "iso-8859-8", "iso-8859-9", "iso-8859-10", "iso-8859-11", +"iso-8859-13", "iso-8859-14", "iso-8859-15", "iso-8859-16", "windows-1250", "windows-1251", "windows-1252", "windows-1253", "windows-1254", "windows-1255", +"windows-1256", "windows-1257", "windows-1258", "gb2312", "gbk", "gb18030", "big5", "shift-jis", "euc-jp", "euc-kr", +"euc-cn", "euc-tw", "koi8-r", "koi8-u", "tis-620", "ibm437", "ibm850", "ibm852", "ibm855", "ibm857", +"ibm860", "ibm861", "ibm862", "ibm863", "ibm865", "ibm866", "ibm869", "macroman", "maccentraleurope", "maciceland", +"maccroatian", "macromania", "maccyrillic", "macukraine", "macgreek", "macturkish", "machebrew", "macarabic", "macthai", "hz-gb-2312", +"iso-2022-jp", "iso-2022-kr", "iso-2022-cn", "armscii-8", "tscii", "iscii", "viscii", "geostd8", "cp949", "cp874", +"cp1006", "cp775", "cp858", "cp737", "cp853", "cp856", "cp922", "cp1046", "cp1125", "cp1131", +"ptcp154", "koi8-t", "koi8-ru", "mulelao-1", "cp1133", "iso-ir-166", "tcvn", "iso-ir-14", "iso-ir-87", "iso-ir-159"}; + + appesModeEncoding = lowerCase(appesModeEncoding); + bool valid = false; + for (size_t i = 0; i < sizeof(ENCODINGS) / sizeof(ENCODINGS[0]); i++) + if (appesModeEncoding == ENCODINGS[i]) { + valid = true; + break; + } + if (!valid) + quit(_fail, "Unexpected encoding for setAppesModeEncoding(encoding)"); + ::appesModeEncoding = appesModeEncoding; +} + +void registerInteraction(int argc, char *argv[]) { + __testlib_ensuresPreconditions(); + __testlib_set_testset_and_group(argc, argv); + TestlibFinalizeGuard::registered = true; + + testlibMode = _interactor; + __testlib_set_binary(stdin); + + if (argc > 1 && !strcmp("--help", argv[1])) + __testlib_help(); + + if (argc < 3 || argc > 6) { + quit(_fail, std::string("Program must be run with the following arguments: ") + + std::string(" [ [ [<-appes>]]]") + + "\nUse \"--help\" to get help information"); + } + + if (argc <= 4) { + resultName = ""; + appesMode = false; + } + +#ifndef EJUDGE + if (argc == 5) { + resultName = argv[4]; + appesMode = false; + } + + if (argc == 6) { + if (strcmp("-APPES", argv[5]) && strcmp("-appes", argv[5])) { + quit(_fail, std::string("Program must be run with the following arguments: ") + + " [ [<-appes>]]"); + } else { + resultName = argv[4]; + appesMode = true; + } + } +#endif + + inf.init(argv[1], _input); + + tout.open(argv[2], std::ios_base::out); + if (tout.fail() || !tout.is_open()) + quit(_fail, std::string("Can not write to the test-output-file '") + argv[2] + std::string("'")); + + ouf.init(stdin, _output); + + if (argc >= 4) + ans.init(argv[3], _answer); + else + ans.name = "unopened answer stream"; +} + +void registerValidation() { + __testlib_ensuresPreconditions(); + TestlibFinalizeGuard::registered = true; + + testlibMode = _validator; + + __testlib_set_binary(stdin); + __testlib_set_binary(stdout); + __testlib_set_binary(stderr); + + inf.init(stdin, _input); + inf.strict = true; +} + +void registerValidation(int argc, char *argv[]) { + registerValidation(); + __testlib_set_testset_and_group(argc, argv); + + validator.initialize(); + TestlibFinalizeGuard::registered = true; + + std::string comment = "Validator must be run with the following arguments:" + " [--testset testset]" + " [--group group]" + " [--testOverviewLogFileName fileName]" + " [--testMarkupFileName fileName]" + " [--testCase testCase]" + " [--testCaseFileName fileName]" + ; + + for (int i = 1; i < argc; i++) { + if (!strcmp("--testset", argv[i])) { + if (i + 1 < argc && strlen(argv[i + 1]) > 0) + validator.setTestset(argv[++i]); + else + quit(_fail, comment); + } + if (!strcmp("--group", argv[i])) { + if (i + 1 < argc) + validator.setGroup(argv[++i]); + else + quit(_fail, comment); + } + if (!strcmp("--testOverviewLogFileName", argv[i])) { + if (i + 1 < argc) + validator.setTestOverviewLogFileName(argv[++i]); + else + quit(_fail, comment); + } + if (!strcmp("--testMarkupFileName", argv[i])) { + if (i + 1 < argc) + validator.setTestMarkupFileName(argv[++i]); + else + quit(_fail, comment); + } + if (!strcmp("--testCase", argv[i])) { + if (i + 1 < argc) { + long long testCase = stringToLongLong(inf, argv[++i]); + if (testCase < 1 || testCase >= __TESTLIB_MAX_TEST_CASE) + quit(_fail, testlib_format_("Argument testCase should be between 1 and %d, but ", __TESTLIB_MAX_TEST_CASE) + + toString(testCase) + " found"); + validator.setTestCase(int(testCase)); + } else + quit(_fail, comment); + } + if (!strcmp("--testCaseFileName", argv[i])) { + if (i + 1 < argc) { + validator.setTestCaseFileName(argv[++i]); + } else + quit(_fail, comment); + } + } +} + +void addFeature(const std::string &feature) { + if (testlibMode != _validator) + quit(_fail, "Features are supported in validators only."); + validator.addFeature(feature); +} + +void feature(const std::string &feature) { + if (testlibMode != _validator) + quit(_fail, "Features are supported in validators only."); + validator.feature(feature); +} + +class Checker { +private: + bool _initialized; + std::string _testset; + std::string _group; + +public: + Checker() : _initialized(false), _testset("tests"), _group() { + } + + void initialize() { + _initialized = true; + } + + std::string testset() const { + if (!_initialized) + __testlib_fail("Checker should be initialized with registerTestlibCmd(argc, argv) instead of registerTestlibCmd() to support checker.testset()"); + return _testset; + } + + std::string group() const { + if (!_initialized) + __testlib_fail("Checker should be initialized with registerTestlibCmd(argc, argv) instead of registerTestlibCmd() to support checker.group()"); + return _group; + } + + void setTestset(const char *const testset) { + _testset = testset; + } + + void setGroup(const char *const group) { + _group = group; + } +} checker; + +void registerTestlibCmd(int argc, char *argv[]) { + __testlib_ensuresPreconditions(); + __testlib_set_testset_and_group(argc, argv); + TestlibFinalizeGuard::registered = true; + + testlibMode = _checker; + __testlib_set_binary(stdin); + + std::vector args(1, argv[0]); + checker.initialize(); + + for (int i = 1; i < argc; i++) { + if (!strcmp("--testset", argv[i])) { + if (i + 1 < argc && strlen(argv[i + 1]) > 0) + checker.setTestset(argv[++i]); + else + quit(_fail, std::string("Expected testset after --testset command line parameter")); + } else if (!strcmp("--group", argv[i])) { + if (i + 1 < argc) + checker.setGroup(argv[++i]); + else + quit(_fail, std::string("Expected group after --group command line parameter")); + } else + args.push_back(argv[i]); + } + + argc = int(args.size()); + if (argc > 1 && "--help" == args[1]) + __testlib_help(); + + if (argc < 4 || argc > 6) { + quit(_fail, std::string("Program must be run with the following arguments: ") + + std::string("[--testset testset] [--group group] [ [<-appes>]]") + + "\nUse \"--help\" to get help information"); + } + + if (argc == 4) { + resultName = ""; + appesMode = false; + } + +#ifndef EJUDGE + if (argc == 5) { + resultName = args[4]; + appesMode = false; + } + + if (argc == 6) { + if ("-APPES" != args[5] && "-appes" != args[5]) { + quit(_fail, std::string("Program must be run with the following arguments: ") + + " [ [<-appes>]]"); + } else { + resultName = args[4]; + appesMode = true; + } + } +#endif + + inf.init(args[1], _input); + ouf.init(args[2], _output); + ouf.skipBom(); + ans.init(args[3], _answer); +} + +void registerTestlib(int argc, ...) { + if (argc < 3 || argc > 5) + quit(_fail, std::string("Program must be run with the following arguments: ") + + " [ [<-appes>]]"); + + char **argv = new char *[argc + 1]; + + va_list ap; + va_start(ap, argc); + argv[0] = NULL; + for (int i = 0; i < argc; i++) { + argv[i + 1] = va_arg(ap, char*); + } + va_end(ap); + + registerTestlibCmd(argc + 1, argv); + delete[] argv; +} + +static inline void __testlib_ensure(bool cond, const std::string &msg) { + if (!cond) + quit(_fail, msg.c_str()); +} + +#ifdef __GNUC__ +__attribute__((unused)) +#endif +static inline void __testlib_ensure(bool cond, const char *msg) { + if (!cond) + quit(_fail, msg); +} + +#define ensure(cond) __testlib_ensure((cond), "Condition failed: \"" #cond "\"") +#define STRINGIZE_DETAIL(x) (#x) +#define STRINGIZE(x) STRINGIZE_DETAIL((x)) +#define ensure_ext(cond) __testlib_ensure((cond), "Line " STRINGIZE(__LINE__) ": Condition failed: \"" #cond "\"") + +#ifdef __GNUC__ +__attribute__ ((format (printf, 2, 3))) +#endif +inline void ensuref(bool cond, const char *format, ...) { + if (!cond) { + FMT_TO_RESULT(format, format, message); + __testlib_ensure(cond, message); + } +} + +NORETURN static void __testlib_fail(const std::string &message) { + quitf(_fail, "%s", message.c_str()); +} + +#ifdef __GNUC__ +__attribute__ ((format (printf, 1, 2))) +#endif +void setName(const char *format, ...) { + FMT_TO_RESULT(format, format, name); + checkerName = name; +} + +/* + * Do not use random_shuffle, because it will produce different result + * for different C++ compilers. + * + * This implementation uses testlib random_t to produce random numbers, so + * it is stable. + */ +template +void shuffle(_RandomAccessIter __first, _RandomAccessIter __last) { + if (__first == __last) return; + for (_RandomAccessIter __i = __first + 1; __i != __last; ++__i) + std::iter_swap(__i, __first + rnd.next(int(__i - __first) + 1)); +} + + +template +#if defined(__GNUC__) && !defined(__clang__) +__attribute__ ((error("Don't use random_shuffle(), use shuffle() instead"))) +#endif +void random_shuffle(_RandomAccessIter, _RandomAccessIter) { + quitf(_fail, "Don't use random_shuffle(), use shuffle() instead"); +} + +#ifdef __GLIBC__ +# define RAND_THROW_STATEMENT throw() +#else +# define RAND_THROW_STATEMENT +#endif + +#if defined(__GNUC__) && !defined(__clang__) + +__attribute__ ((error("Don't use rand(), use rnd.next() instead"))) +#endif +#ifdef _MSC_VER +# pragma warning( disable : 4273 ) +#endif +int rand() RAND_THROW_STATEMENT +{ + quitf(_fail, "Don't use rand(), use rnd.next() instead"); + + /* This line never runs. */ + //throw "Don't use rand(), use rnd.next() instead"; +} + +#if defined(__GNUC__) && !defined(__clang__) + +__attribute__ ((error("Don't use srand(), you should use " +"'registerGen(argc, argv, 1);' to initialize generator seed " +"by hash code of the command line params. The third parameter " +"is randomGeneratorVersion (currently the latest is 1)."))) +#endif +#ifdef _MSC_VER +# pragma warning( disable : 4273 ) +#endif +void srand(unsigned int seed) RAND_THROW_STATEMENT +{ + quitf(_fail, "Don't use srand(), you should use " + "'registerGen(argc, argv, 1);' to initialize generator seed " + "by hash code of the command line params. The third parameter " + "is randomGeneratorVersion (currently the latest is 1) [ignored seed=%u].", seed); +} + +void startTest(int test) { + const std::string testFileName = vtos(test); + if (NULL == testlib_freopen_(testFileName.c_str(), "wt", stdout)) + __testlib_fail("Unable to write file '" + testFileName + "'"); +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline std::string compress(const std::string &s) { + return __testlib_part(s); +} + +#ifdef __GNUC__ +__attribute__((const)) +#endif +inline std::string englishEnding(int x) { + x %= 100; + if (x / 10 == 1) + return "th"; + if (x % 10 == 1) + return "st"; + if (x % 10 == 2) + return "nd"; + if (x % 10 == 3) + return "rd"; + return "th"; +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::string join(_ForwardIterator first, _ForwardIterator last, _Separator separator) { + std::stringstream ss; + bool repeated = false; + for (_ForwardIterator i = first; i != last; i++) { + if (repeated) + ss << separator; + else + repeated = true; + ss << *i; + } + return ss.str(); +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::string join(_ForwardIterator first, _ForwardIterator last) { + return join(first, last, ' '); +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::string join(const _Collection &collection, _Separator separator) { + return join(collection.begin(), collection.end(), separator); +} + +template +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::string join(const _Collection &collection) { + return join(collection, ' '); +} + +/** + * Splits string s by character separator returning exactly k+1 items, + * where k is the number of separator occurrences. + */ +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::vector split(const std::string &s, char separator) { + std::vector result; + std::string item; + for (size_t i = 0; i < s.length(); i++) + if (s[i] == separator) { + result.push_back(item); + item = ""; + } else + item += s[i]; + result.push_back(item); + return result; +} + +/** + * Splits string s by character separators returning exactly k+1 items, + * where k is the number of separator occurrences. + */ +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::vector split(const std::string &s, const std::string &separators) { + if (separators.empty()) + return std::vector(1, s); + + std::vector isSeparator(256); + for (size_t i = 0; i < separators.size(); i++) + isSeparator[(unsigned char) (separators[i])] = true; + + std::vector result; + std::string item; + for (size_t i = 0; i < s.length(); i++) + if (isSeparator[(unsigned char) (s[i])]) { + result.push_back(item); + item = ""; + } else + item += s[i]; + result.push_back(item); + return result; +} + +/** + * Splits string s by character separator returning non-empty items. + */ +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::vector tokenize(const std::string &s, char separator) { + std::vector result; + std::string item; + for (size_t i = 0; i < s.length(); i++) + if (s[i] == separator) { + if (!item.empty()) + result.push_back(item); + item = ""; + } else + item += s[i]; + if (!item.empty()) + result.push_back(item); + return result; +} + +/** + * Splits string s by character separators returning non-empty items. + */ +#ifdef __GNUC__ +__attribute__((const)) +#endif +std::vector tokenize(const std::string &s, const std::string &separators) { + if (separators.empty()) + return std::vector(1, s); + + std::vector isSeparator(256); + for (size_t i = 0; i < separators.size(); i++) + isSeparator[(unsigned char) (separators[i])] = true; + + std::vector result; + std::string item; + for (size_t i = 0; i < s.length(); i++) + if (isSeparator[(unsigned char) (s[i])]) { + if (!item.empty()) + result.push_back(item); + item = ""; + } else + item += s[i]; + + if (!item.empty()) + result.push_back(item); + + return result; +} + +NORETURN void __testlib_expectedButFound(TResult result, std::string expected, std::string found, const char *prepend) { + std::string message; + if (strlen(prepend) != 0) + message = testlib_format_("%s: expected '%s', but found '%s'", + compress(prepend).c_str(), compress(expected).c_str(), compress(found).c_str()); + else + message = testlib_format_("expected '%s', but found '%s'", + compress(expected).c_str(), compress(found).c_str()); + quit(result, message); +} + +NORETURN void __testlib_expectedButFound(TResult result, double expected, double found, const char *prepend) { + std::string expectedString = removeDoubleTrailingZeroes(testlib_format_("%.12f", expected)); + std::string foundString = removeDoubleTrailingZeroes(testlib_format_("%.12f", found)); + __testlib_expectedButFound(result, expectedString, foundString, prepend); +} + +template +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void expectedButFound(TResult result, T expected, T found, const char *prependFormat = "", ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + std::string expectedString = vtos(expected); + std::string foundString = vtos(found); + __testlib_expectedButFound(result, expectedString, foundString, prepend.c_str()); +} + +template<> +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void +expectedButFound(TResult result, std::string expected, std::string found, const char *prependFormat, ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + __testlib_expectedButFound(result, expected, found, prepend.c_str()); +} + +template<> +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void expectedButFound(TResult result, double expected, double found, const char *prependFormat, ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + std::string expectedString = removeDoubleTrailingZeroes(testlib_format_("%.12f", expected)); + std::string foundString = removeDoubleTrailingZeroes(testlib_format_("%.12f", found)); + __testlib_expectedButFound(result, expectedString, foundString, prepend.c_str()); +} + +template<> +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void +expectedButFound(TResult result, const char *expected, const char *found, const char *prependFormat, + ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + __testlib_expectedButFound(result, std::string(expected), std::string(found), prepend.c_str()); +} + +template<> +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void expectedButFound(TResult result, float expected, float found, const char *prependFormat, ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + __testlib_expectedButFound(result, double(expected), double(found), prepend.c_str()); +} + +template<> +#ifdef __GNUC__ +__attribute__ ((format (printf, 4, 5))) +#endif +NORETURN void +expectedButFound(TResult result, long double expected, long double found, const char *prependFormat, ...) { + FMT_TO_RESULT(prependFormat, prependFormat, prepend); + __testlib_expectedButFound(result, double(expected), double(found), prepend.c_str()); +} + +#if __cplusplus > 199711L || defined(_MSC_VER) +template +struct is_iterable { + template + static char test(typename U::iterator *x); + + template + static long test(U *x); + + static const bool value = sizeof(test(0)) == 1; +}; + +template +struct __testlib_enable_if { +}; + +template +struct __testlib_enable_if { + typedef T type; +}; + +template +typename __testlib_enable_if::value, void>::type __testlib_print_one(const T &t) { + std::cout << t; +} + +template +typename __testlib_enable_if::value, void>::type __testlib_print_one(const T &t) { + bool first = true; + for (typename T::const_iterator i = t.begin(); i != t.end(); i++) { + if (first) + first = false; + else + std::cout << " "; + std::cout << *i; + } +} + +template<> +typename __testlib_enable_if::value, void>::type +__testlib_print_one(const std::string &t) { + std::cout << t; +} + +template +void __println_range(A begin, B end) { + bool first = true; + for (B i = B(begin); i != end; i++) { + if (first) + first = false; + else + std::cout << " "; + __testlib_print_one(*i); + } + std::cout << std::endl; +} + +template +struct is_iterator { + static T makeT(); + + typedef void *twoptrs[2]; + + static twoptrs &test(...); + + template + static typename R::iterator_category *test(R); + + template + static void *test(R *); + + static const bool value = sizeof(test(makeT())) == sizeof(void *); +}; + +template +struct is_iterator::value>::type> { + static const bool value = false; +}; + +template +typename __testlib_enable_if::value, void>::type println(const A &a, const B &b) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << std::endl; +} + +template +typename __testlib_enable_if::value, void>::type println(const A &a, const B &b) { + __println_range(a, b); +} + +template +void println(const A *a, const A *b) { + __println_range(a, b); +} + +template<> +void println(const char *a, const char *b) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << std::endl; +} + +template +void println(const T &x) { + __testlib_print_one(x); + std::cout << std::endl; +} + +template +void println(const A &a, const B &b, const C &c) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << " "; + __testlib_print_one(c); + std::cout << std::endl; +} + +template +void println(const A &a, const B &b, const C &c, const D &d) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << " "; + __testlib_print_one(c); + std::cout << " "; + __testlib_print_one(d); + std::cout << std::endl; +} + +template +void println(const A &a, const B &b, const C &c, const D &d, const E &e) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << " "; + __testlib_print_one(c); + std::cout << " "; + __testlib_print_one(d); + std::cout << " "; + __testlib_print_one(e); + std::cout << std::endl; +} + +template +void println(const A &a, const B &b, const C &c, const D &d, const E &e, const F &f) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << " "; + __testlib_print_one(c); + std::cout << " "; + __testlib_print_one(d); + std::cout << " "; + __testlib_print_one(e); + std::cout << " "; + __testlib_print_one(f); + std::cout << std::endl; +} + +template +void println(const A &a, const B &b, const C &c, const D &d, const E &e, const F &f, const G &g) { + __testlib_print_one(a); + std::cout << " "; + __testlib_print_one(b); + std::cout << " "; + __testlib_print_one(c); + std::cout << " "; + __testlib_print_one(d); + std::cout << " "; + __testlib_print_one(e); + std::cout << " "; + __testlib_print_one(f); + std::cout << " "; + __testlib_print_one(g); + std::cout << std::endl; +} + +/* opts */ + +/** + * A struct for a singular testlib opt, containing the raw string value, + * and a boolean value for marking whether the opt is used. + */ +struct TestlibOpt { + std::string value; + bool used; + + TestlibOpt() : value(), used(false) {} +}; + +/** + * Get the type of opt based on the number of `-` at the beginning and the + * _validity_ of the key name. + * + * A valid key name must start with an alphabetical character. + * + * Returns: 1 if s has one `-` at the beginning, that is, "-keyName". + * 2 if s has two `-` at the beginning, that is, "--keyName". + * 0 otherwise. That is, if s has no `-` at the beginning, or has more + * than 2 at the beginning ("---keyName", "----keyName", ...), or the + * keyName is invalid (the first character is not an alphabetical + * character). + */ +size_t getOptType(char *s) { + if (!s || strlen(s) <= 1) + return 0; + + if (s[0] == '-') { + if (isalpha(s[1])) + return 1; + else if (s[1] == '-') + return isalpha(s[2]) ? 2 : 0; + } + + return 0; +} + +/** + * Parse the opt at a given index, and put it into the opts maps. + * + * An opt can has the following form: + * 1) -keyName=value or --keyName=value (ex. -n=10 --test-count=20) + * 2) -keyName value or --keyName value (ex. -n 10 --test-count 20) + * 3) -kNumval or --kNumval (ex. -n10 --t20) + * 4) -boolProperty or --boolProperty (ex. -sorted --tree-only) + * + * Only the second form consumes 2 arguments. The other consumes only 1 + * argument. + * + * In the third form, the key is a single character, and after the key is the + * value. The value _should_ be a number. + * + * In the forth form, the value is true. + * + * Params: + * - argc and argv: the number of command line arguments and the command line + * arguments themselves. + * - index: the starting index of the opts. + * - opts: the map containing the resulting opt. + * + * Returns: the number of consumed arguments to parse the opt. + * 0 if there is no arguments to parse. + * + * Algorithm details: + * TODO. Please refer to the implementation to see how the code handles the 3rd and 4th forms separately. + */ +size_t parseOpt(size_t argc, char *argv[], size_t index, std::map &opts) { + if (index >= argc) + return 0; + + size_t type = getOptType(argv[index]), inc = 1; + if (type > 0) { + std::string key(argv[index] + type), val; + size_t sep = key.find('='); + if (sep != std::string::npos) { + val = key.substr(sep + 1); + key = key.substr(0, sep); + } else { + if (index + 1 < argc && getOptType(argv[index + 1]) == 0) { + val = argv[index + 1]; + inc = 2; + } else { + if (key.length() > 1 && isdigit(key[1])) { + val = key.substr(1); + key = key.substr(0, 1); + } else { + val = "true"; + } + } + } + opts[key].value = val; + } else { + return inc; + } + + return inc; +} + +/** + * Global list containing all the arguments in the order given in the command line. + */ +std::vector __testlib_argv; + +/** + * Global dictionary containing all the parsed opts. + */ +std::map __testlib_opts; + +/** + * Whether automatic no unused opts ensurement should be done. This flag will + * be turned on when `has_opt` or `opt(key, default_value)` is called. + * + * The automatic ensurement can be suppressed when + * __testlib_ensureNoUnusedOptsSuppressed is true. + */ +bool __testlib_ensureNoUnusedOptsFlag = false; + +/** + * Suppress no unused opts automatic ensurement. Can be set to true with + * `suppressEnsureNoUnusedOpts()`. + */ +bool __testlib_ensureNoUnusedOptsSuppressed = false; + +/** + * Parse command line arguments into opts. + * The results are stored into __testlib_argv and __testlib_opts. + */ +void prepareOpts(int argc, char *argv[]) { + if (argc <= 0) + __testlib_fail("Opts: expected argc>=0 but found " + toString(argc)); + size_t n = static_cast(argc); // NOLINT(hicpp-use-auto,modernize-use-auto) + __testlib_opts = std::map(); + for (size_t index = 1; index < n; index += parseOpt(n, argv, index, __testlib_opts)); + __testlib_argv = std::vector(n); + for (size_t index = 0; index < n; index++) + __testlib_argv[index] = argv[index]; +} + +/** + * An utility function to get the argument with a given index. This function + * also print a readable message when no arguments are found. + */ +std::string __testlib_indexToArgv(int index) { + if (index < 0 || index >= int(__testlib_argv.size())) + __testlib_fail("Opts: index '" + toString(index) + "' is out of range [0," + + toString(__testlib_argv.size()) + ")"); + return __testlib_argv[size_t(index)]; +} + +/** + * An utility function to get the opt with a given key . This function + * also print a readable message when no opts are found. + */ +std::string __testlib_keyToOpts(const std::string &key) { + auto it = __testlib_opts.find(key); + if (it == __testlib_opts.end()) + __testlib_fail("Opts: unknown key '" + compress(key) + "'"); + it->second.used = true; + return it->second.value; +} + +template +T optValueToIntegral(const std::string &s, bool nonnegative); + +long double optValueToLongDouble(const std::string &s); + +std::string parseExponentialOptValue(const std::string &s) { + size_t pos = std::string::npos; + for (size_t i = 0; i < s.length(); i++) + if (s[i] == 'e' || s[i] == 'E') { + if (pos != std::string::npos) + __testlib_fail("Opts: expected typical exponential notation but '" + compress(s) + "' found"); + pos = i; + } + if (pos == std::string::npos) + return s; + std::string e = s.substr(pos + 1); + if (!e.empty() && e[0] == '+') + e = e.substr(1); + if (e.empty()) + __testlib_fail("Opts: expected typical exponential notation but '" + compress(s) + "' found"); + if (e.length() > 20) + __testlib_fail("Opts: expected typical exponential notation but '" + compress(s) + "' found"); + int ne = optValueToIntegral(e, false); + std::string num = s.substr(0, pos); + if (num.length() > 20) + __testlib_fail("Opts: expected typical exponential notation but '" + compress(s) + "' found"); + if (!num.empty() && num[0] == '+') + num = num.substr(1); + optValueToLongDouble(num); + bool minus = false; + if (num[0] == '-') { + minus = true; + num = num.substr(1); + } + for (int i = 0; i < +ne; i++) { + size_t sep = num.find('.'); + if (sep == std::string::npos) + num += '0'; + else { + if (sep + 1 == num.length()) + num[sep] = '0'; + else + std::swap(num[sep], num[sep + 1]); + } + } + for (int i = 0; i < -ne; i++) { + size_t sep = num.find('.'); + if (sep == std::string::npos) + num.insert(num.begin() + int(num.length()) - 1, '.'); + else { + if (sep == 0) + num.insert(num.begin() + 1, '0'); + else + std::swap(num[sep - 1], num[sep]); + } + } + while (!num.empty() && num[0] == '0') + num = num.substr(1); + while (num.find('.') != std::string::npos && num.back() == '0') + num = num.substr(0, num.length() - 1); + if (!num.empty() && num.back() == '.') + num = num.substr(0, num.length() - 1); + if ((!num.empty() && num[0] == '.') || num.empty()) + num.insert(num.begin(), '0'); + return (minus ? "-" : "") + num; +} + +template +T optValueToIntegral(const std::string &s_, bool nonnegative) { + std::string s(parseExponentialOptValue(s_)); + if (s.empty()) + __testlib_fail("Opts: expected integer but '" + compress(s_) + "' found"); + T value = 0; + long double about = 0.0; + signed char sign = +1; + size_t pos = 0; + if (s[pos] == '-') { + if (nonnegative) + __testlib_fail("Opts: expected non-negative integer but '" + compress(s_) + "' found"); + sign = -1; + pos++; + } + for (size_t i = pos; i < s.length(); i++) { + if (s[i] < '0' || s[i] > '9') + __testlib_fail("Opts: expected integer but '" + compress(s_) + "' found"); + value = T(value * 10 + s[i] - '0'); + about = about * 10 + s[i] - '0'; + } + value *= sign; + about *= sign; + if (fabsl(value - about) > 0.1) + __testlib_fail("Opts: integer overflow: expected integer but '" + compress(s_) + "' found"); + return value; +} + +long double optValueToLongDouble(const std::string &s_) { + std::string s(parseExponentialOptValue(s_)); + if (s.empty()) + __testlib_fail("Opts: expected float number but '" + compress(s_) + "' found"); + long double value = 0.0; + signed char sign = +1; + size_t pos = 0; + if (s[pos] == '-') { + sign = -1; + pos++; + } + bool period = false; + long double mul = 1.0; + for (size_t i = pos; i < s.length(); i++) { + if (s[i] == '.') { + if (period) + __testlib_fail("Opts: expected float number but '" + compress(s_) + "' found"); + else { + period = true; + continue; + } + } + if (period) + mul *= 10.0; + if (s[i] < '0' || s[i] > '9') + __testlib_fail("Opts: expected float number but '" + compress(s_) + "' found"); + if (period) + value += (s[i] - '0') / mul; + else + value = value * 10 + s[i] - '0'; + } + value *= sign; + return value; +} + +/** + * Return true if there is an opt with a given key. + * + * By calling this function, automatic ensurement for no unused opts will be + * done when the program is finalized. Call suppressEnsureNoUnusedOpts() to + * turn it off. + */ +bool has_opt(const std::string &key) { + __testlib_ensureNoUnusedOptsFlag = true; + return __testlib_opts.count(key) != 0; +} + +/* About the following part for opt with 2 and 3 arguments. + * + * To parse the argv/opts correctly for a give type (integer, floating point or + * string), some meta programming must be done to determine the type of + * the type, and use the correct parsing function accordingly. + * + * The pseudo algorithm for determining the type of T and parse it accordingly + * is as follows: + * + * if (T is integral type) { + * if (T is unsigned) { + * parse the argv/opt as an **unsigned integer** of type T. + * } else { + * parse the argv/opt as an **signed integer** of type T. + * } else { + * if (T is floating point type) { + * parse the argv/opt as an **floating point** of type T. + * } else { + * // T should be std::string + * just the raw content of the argv/opts. + * } + * } + * + * To help with meta programming, some `opt` function with 2 or 3 arguments are + * defined. + * + * Opt with 3 arguments: T opt(true/false is_integral, true/false is_unsigned, index/key) + * + * + The first argument is for determining whether the type T is an integral + * type. That is, the result of std::is_integral() should be passed to + * this argument. When false, the type _should_ be either floating point or a + * std::string. + * + * + The second argument is for determining whether the signedness of the type + * T (if it is unsigned or signed). That is, the result of + * std::is_unsigned() should be passed to this argument. This argument can + * be ignored if the first one is false, because it only applies to integer. + * + * Opt with 2 arguments: T opt(true/false is_floating_point, index/key) + * + The first argument is for determining whether the type T is a floating + * point type. That is, the result of std::is_floating_point() should be + * passed to this argument. When false, the type _should_ be a std::string. + */ + +template +T opt(std::false_type is_floating_point, int index); + +template<> +std::string opt(std::false_type /*is_floating_point*/, int index) { + return __testlib_indexToArgv(index); +} + +template +T opt(std::true_type /*is_floating_point*/, int index) { + return T(optValueToLongDouble(__testlib_indexToArgv(index))); +} + +template +T opt(std::false_type /*is_integral*/, U /*is_unsigned*/, int index) { + return opt(std::is_floating_point(), index); +} + +template +T opt(std::true_type /*is_integral*/, std::false_type /*is_unsigned*/, int index) { + return optValueToIntegral(__testlib_indexToArgv(index), false); +} + +template +T opt(std::true_type /*is_integral*/, std::true_type /*is_unsigned*/, int index) { + return optValueToIntegral(__testlib_indexToArgv(index), true); +} + +template<> +bool opt(std::true_type /*is_integral*/, std::true_type /*is_unsigned*/, int index) { + std::string value = __testlib_indexToArgv(index); + if (value == "true" || value == "1") + return true; + if (value == "false" || value == "0") + return false; + __testlib_fail("Opts: opt by index '" + toString(index) + "': expected bool true/false or 0/1 but '" + + compress(value) + "' found"); +} + +/** + * Return the parsed argv by a given index. + */ +template +T opt(int index) { + return opt(std::is_integral(), std::is_unsigned(), index); +} + +/** + * Return the raw string value of an argv by a given index. + */ +std::string opt(int index) { + return opt(index); +} + +/** + * Return the parsed argv by a given index. If the index is bigger than + * the number of argv, return the given default_value. + */ +template +T opt(int index, const T &default_value) { + if (index >= int(__testlib_argv.size())) { + return default_value; + } + return opt(index); +} + +/** + * Return the raw string value of an argv by a given index. If the index is + * bigger than the number of argv, return the given default_value. + */ +std::string opt(int index, const std::string &default_value) { + return opt(index, default_value); +} + +template +T opt(std::false_type is_floating_point, const std::string &key); + +template<> +std::string opt(std::false_type /*is_floating_point*/, const std::string &key) { + return __testlib_keyToOpts(key); +} + +template +T opt(std::true_type /*is_integral*/, const std::string &key) { + return T(optValueToLongDouble(__testlib_keyToOpts(key))); +} + +template +T opt(std::false_type /*is_integral*/, U, const std::string &key) { + return opt(std::is_floating_point(), key); +} + +template +T opt(std::true_type /*is_integral*/, std::false_type /*is_unsigned*/, const std::string &key) { + return optValueToIntegral(__testlib_keyToOpts(key), false); +} + +template +T opt(std::true_type /*is_integral*/, std::true_type /*is_unsigned*/, const std::string &key) { + return optValueToIntegral(__testlib_keyToOpts(key), true); +} + +template<> +bool opt(std::true_type /*is_integral*/, std::true_type /*is_unsigned*/, const std::string &key) { + if (!has_opt(key)) + return false; + std::string value = __testlib_keyToOpts(key); + if (value == "true" || value == "1") + return true; + if (value == "false" || value == "0") + return false; + __testlib_fail("Opts: key '" + compress(key) + "': expected bool true/false or 0/1 but '" + + compress(value) + "' found"); +} + +/** + * Return the parsed opt by a given key. + */ +template +T opt(const std::string &key) { + return opt(std::is_integral(), std::is_unsigned(), key); +} + +/** + * Return the raw string value of an opt by a given key + */ +std::string opt(const std::string &key) { + return opt(key); +} + +/* Scorer started. */ + +enum TestResultVerdict { + SKIPPED, + OK, + WRONG_ANSWER, + RUNTIME_ERROR, + TIME_LIMIT_EXCEEDED, + IDLENESS_LIMIT_EXCEEDED, + MEMORY_LIMIT_EXCEEDED, + COMPILATION_ERROR, + CRASHED, + FAILED +}; + +std::string serializeVerdict(TestResultVerdict verdict) { + switch (verdict) { + case SKIPPED: return "SKIPPED"; + case OK: return "OK"; + case WRONG_ANSWER: return "WRONG_ANSWER"; + case RUNTIME_ERROR: return "RUNTIME_ERROR"; + case TIME_LIMIT_EXCEEDED: return "TIME_LIMIT_EXCEEDED"; + case IDLENESS_LIMIT_EXCEEDED: return "IDLENESS_LIMIT_EXCEEDED"; + case MEMORY_LIMIT_EXCEEDED: return "MEMORY_LIMIT_EXCEEDED"; + case COMPILATION_ERROR: return "COMPILATION_ERROR"; + case CRASHED: return "CRASHED"; + case FAILED: return "FAILED"; + } + throw "Unexpected verdict"; +} + +TestResultVerdict deserializeTestResultVerdict(std::string s) { + if (s == "SKIPPED") + return SKIPPED; + else if (s == "OK") + return OK; + else if (s == "WRONG_ANSWER") + return WRONG_ANSWER; + else if (s == "RUNTIME_ERROR") + return RUNTIME_ERROR; + else if (s == "TIME_LIMIT_EXCEEDED") + return TIME_LIMIT_EXCEEDED; + else if (s == "IDLENESS_LIMIT_EXCEEDED") + return IDLENESS_LIMIT_EXCEEDED; + else if (s == "MEMORY_LIMIT_EXCEEDED") + return MEMORY_LIMIT_EXCEEDED; + else if (s == "COMPILATION_ERROR") + return COMPILATION_ERROR; + else if (s == "CRASHED") + return CRASHED; + else if (s == "FAILED") + return FAILED; + ensuref(false, "Unexpected serialized TestResultVerdict"); + // No return actually. + return FAILED; +} + +struct TestResult { + int testIndex; + std::string testset; + std::string group; + TestResultVerdict verdict; + double points; + long long timeConsumed; + long long memoryConsumed; + std::string input; + std::string output; + std::string answer; + int exitCode; + std::string checkerComment; +}; + +std::string serializePoints(double points) { + if (std::isnan(points)) + return ""; + else { + char c[64]; + snprintf(c, 64, "%.03lf", points); + return c; + } +} + +double deserializePoints(std::string s) { + if (s.empty()) + return std::numeric_limits::quiet_NaN(); + else { + double result; +#ifdef _MSC_VER + ensuref(sscanf_s(s.c_str(), "%lf", &result) == 1, "Invalid serialized points"); +#else + ensuref(std::sscanf(s.c_str(), "%lf", &result) == 1, "Invalid serialized points"); +#endif + return result; + } +} + +std::string escapeTestResultString(std::string s) { + std::string result; + for (size_t i = 0; i < s.length(); i++) { + if (s[i] == '\r') + continue; + if (s[i] == '\n') { + result += "\\n"; + continue; + } + if (s[i] == '\\' || s[i] == ';') + result += '\\'; + result += s[i]; + } + return result; +} + +std::string unescapeTestResultString(std::string s) { + std::string result; + for (size_t i = 0; i < s.length(); i++) { + if (s[i] == '\\' && i + 1 < s.length()) { + if (s[i + 1] == 'n') { + result += '\n'; + i++; + continue; + } else if (s[i + 1] == ';' || s[i + 1] == '\\') { + result += s[i + 1]; + i++; + continue; + } + } + result += s[i]; + } + return result; +} + +std::string serializeTestResult(TestResult tr) { + std::string result; + result += std::to_string(tr.testIndex); + result += ";"; + result += escapeTestResultString(tr.testset); + result += ";"; + result += escapeTestResultString(tr.group); + result += ";"; + result += serializeVerdict(tr.verdict); + result += ";"; + result += serializePoints(tr.points); + result += ";"; + result += std::to_string(tr.timeConsumed); + result += ";"; + result += std::to_string(tr.memoryConsumed); + result += ";"; + result += escapeTestResultString(tr.input); + result += ";"; + result += escapeTestResultString(tr.output); + result += ";"; + result += escapeTestResultString(tr.answer); + result += ";"; + result += std::to_string(tr.exitCode); + result += ";"; + result += escapeTestResultString(tr.checkerComment); + return result; +} + +TestResult deserializeTestResult(std::string s) { + std::vector items; + std::string t; + for (size_t i = 0; i < s.length(); i++) { + if (s[i] == '\\') { + t += s[i]; + if (i + 1 < s.length()) + t += s[i + 1]; + i++; + continue; + } else { + if (s[i] == ';') { + items.push_back(t); + t = ""; + } else + t += s[i]; + } + } + items.push_back(t); + + ensuref(items.size() == 12, "Invalid TestResult serialization: expected exactly 12 items"); + + TestResult tr; + size_t pos = 0; + tr.testIndex = stoi(items[pos++]); + tr.testset = unescapeTestResultString(items[pos++]); + tr.group = unescapeTestResultString(items[pos++]); + tr.verdict = deserializeTestResultVerdict(items[pos++]); + tr.points = deserializePoints(items[pos++]); + tr.timeConsumed = stoll(items[pos++]); + tr.memoryConsumed = stoll(items[pos++]); + tr.input = unescapeTestResultString(items[pos++]); + tr.output = unescapeTestResultString(items[pos++]); + tr.answer = unescapeTestResultString(items[pos++]); + tr.exitCode = stoi(items[pos++]); + tr.checkerComment = unescapeTestResultString(items[pos++]); + + return tr; +} + +std::vector readTestResults(std::string fileName) { + std::ifstream stream; + stream.open(fileName.c_str(), std::ios::in); + ensuref(stream.is_open(), "Can't read test results file '%s'", fileName.c_str()); + std::vector result; + std::string line; + while (getline(stream, line)) + if (!line.empty()) + result.push_back(deserializeTestResult(line)); + stream.close(); + return result; +} + +std::function)> __testlib_scorer; + +struct TestlibScorerGuard { + ~TestlibScorerGuard() { + if (testlibMode == _scorer) { + std::vector testResults; + while (!inf.eof()) { + std::string line = inf.readLine(); + if (!line.empty()) + testResults.push_back(deserializeTestResult(line)); + } + inf.readEof(); + printf("%.3f\n", __testlib_scorer(testResults)); + } + } +} __testlib_scorer_guard; + +void registerScorer(int argc, char *argv[], std::function)> scorer) { + /* Suppress unused. */ + (void)(argc), (void)(argv); + + __testlib_ensuresPreconditions(); + + testlibMode = _scorer; + __testlib_set_binary(stdin); + + inf.init(stdin, _input); + inf.strict = false; + + __testlib_scorer = scorer; +} + +/* Scorer ended. */ + +/** + * Return the parsed opt by a given key. If no opts with the given key are + * found, return the given default_value. + * + * By calling this function, automatic ensurement for no unused opts will be + * done when the program is finalized. Call suppressEnsureNoUnusedOpts() to + * turn it off. + */ +template +T opt(const std::string &key, const T &default_value) { + if (!has_opt(key)) { + return default_value; + } + return opt(key); +} + +/** + * Return the raw string value of an opt by a given key. If no opts with the + * given key are found, return the given default_value. + * + * By calling this function, automatic ensurement for no unused opts will be + * done when the program is finalized. Call suppressEnsureNoUnusedOpts() to + * turn it off. + */ +std::string opt(const std::string &key, const std::string &default_value) { + return opt(key, default_value); +} + +/** + * Check if all opts are used. If not, __testlib_fail is called. + * Should be used after calling all opt() function calls. + * + * This function is useful when opt() with default_value for checking typos + * in the opt's key. + */ +void ensureNoUnusedOpts() { + for (const auto &opt: __testlib_opts) { + if (!opt.second.used) { + __testlib_fail(testlib_format_("Opts: unused key '%s'", compress(opt.first).c_str())); + } + } +} + +void suppressEnsureNoUnusedOpts() { + __testlib_ensureNoUnusedOptsSuppressed = true; +} + +void TestlibFinalizeGuard::autoEnsureNoUnusedOpts() { + if (__testlib_ensureNoUnusedOptsFlag && !__testlib_ensureNoUnusedOptsSuppressed) { + ensureNoUnusedOpts(); + } +} + +TestlibFinalizeGuard testlibFinalizeGuard; +#endif + +#ifdef __GNUC__ +__attribute__ ((format (printf, 1, 2))) +#endif +std::string testlib_format_(const char *fmt, ...) { + FMT_TO_RESULT(fmt, fmt, result); + return result; +} + +std::string testlib_format_(const std::string fmt, ...) { + FMT_TO_RESULT(fmt, fmt.c_str(), result); + return result; +} + +#if (__cplusplus >= 202002L && __has_include()) || __cpp_lib_format +template +std::string format(const char* fmt, Args&&... args) { + size_t size = size_t(std::snprintf(nullptr, 0, fmt, args...) + 1); + std::vector buffer(size); + std::snprintf(buffer.data(), size, fmt, args...); + return std::string(buffer.data()); +} + +template +std::string format(const std::string fmt, Args&&... args) { + size_t size = size_t(std::snprintf(nullptr, 0, fmt.c_str(), args...) + 1); + std::vector buffer(size); + std::snprintf(buffer.data(), size, fmt.c_str(), args...); + return std::string(buffer.data()); +} +#else +#ifdef __GNUC__ +__attribute__ ((format (printf, 1, 2))) +#endif +std::string format(const char *fmt, ...) { + FMT_TO_RESULT(fmt, fmt, result); + return result; +} + +std::string format(const std::string fmt, ...) { + FMT_TO_RESULT(fmt, fmt.c_str(), result); + return result; +} +#endif + +#endif diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/pyproject.toml" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/pyproject.toml" new file mode 100644 index 0000000..555c23d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/pyproject.toml" @@ -0,0 +1,13 @@ +[project] +name = "hetero-memory-challenge" +version = "0.2.0" +description = "Scripts for ChinaSoft 2025 - Heterogeneous Memory Challenge" +readme = "README.md" +requires-python = ">=3.13" +dependencies = [ + "colorlog>=6.10.1", + "matplotlib>=3.10.7", + "numpy>=2.3.4", + "pytablewriter>=1.2.1", + "sortedcontainers>=2.4.0", +] diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.in" new file mode 100644 index 0000000..b0e4863 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.in" @@ -0,0 +1,3 @@ +200 100 2 +0 100 0 30 +100 100 50 10 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.predictor.best" new file mode 100644 index 0000000..7d1b669 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.predictor.best" @@ -0,0 +1 @@ +12040 diff --git "a/2025/work/06 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\345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic0.simple.best" @@ -0,0 +1 @@ +12040 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.in" new file mode 100644 index 0000000..92aee8b --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.in" @@ -0,0 +1,4 @@ +300 200 3 +0 100 0 50 +100 100 4000 30 +150 100 4001 20 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 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\345\274\240\346\230\216\346\230\216/src/tests/basic1.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.simple.best" new file mode 100644 index 0000000..5938c50 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic1.simple.best" @@ -0,0 +1 @@ +16100 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.in" new file mode 100644 index 0000000..ba9c240 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.in" @@ -0,0 +1,7 @@ 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mode 100644 index 0000000..22a3717 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.prophet.best" @@ -0,0 +1 @@ +4060 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.simple.best" new file mode 100644 index 0000000..22a3717 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/basic2.simple.best" @@ -0,0 +1 @@ +4060 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 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+++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=18555,vsize=26686,psize=7042,req_len=9255).prophet.best" @@ -0,0 +1 @@ +1490520673 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=18555,vsize=26686,psize=7042,req_len=9255).simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=18555,vsize=26686,psize=7042,req_len=9255).simple.best" new file mode 100644 index 0000000..8661a64 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=18555,vsize=26686,psize=7042,req_len=9255).simple.best" @@ -0,0 +1 @@ +1741234753 diff --git 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\345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=6873,vsize=12703,psize=2202,req_len=7574).prophet.best" new file mode 100644 index 0000000..44daaf6 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=6873,vsize=12703,psize=2202,req_len=7574).prophet.best" @@ -0,0 +1 @@ +451823718 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=6873,vsize=12703,psize=2202,req_len=7574).simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=6873,vsize=12703,psize=2202,req_len=7574).simple.best" new file mode 100644 index 0000000..ca91b59 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/gen(mode=naive,seed=6873,vsize=12703,psize=2202,req_len=7574).simple.best" @@ -0,0 +1 @@ +499800419 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.in" new file mode 100644 index 0000000..303e6c0 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.in" @@ -0,0 +1,6 @@ +300 100 5 +0 100 0 100 +100 100 200 100 +0 100 400 100 +100 100 600 100 +0 100 800 100 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.predictor.best" new file mode 100644 index 0000000..77b5618 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.predictor.best" @@ -0,0 +1 @@ +36500 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.prophet.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.prophet.best" new file mode 100644 index 0000000..77b5618 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.prophet.best" @@ -0,0 +1 @@ +36500 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.simple.best" new file mode 100644 index 0000000..77b5618 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap1.simple.best" @@ -0,0 +1 @@ +36500 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.in" new file mode 100644 index 0000000..bbff5e8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.in" @@ -0,0 +1,4 @@ +300 200 3 +0 100 500 100000 +100 100 500 100000 +200 10 501 10000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.predictor.best" new file mode 100644 index 0000000..8cb2b06 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.predictor.best" @@ -0,0 +1 @@ +118800 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.prophet.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.prophet.best" new file mode 100644 index 0000000..8cb2b06 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.prophet.best" @@ -0,0 +1 @@ +118800 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.simple.best" new file mode 100644 index 0000000..02ed385 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap2.simple.best" @@ -0,0 +1 @@ +126400 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.in" new file mode 100644 index 0000000..4120c6a --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.in" @@ -0,0 +1,4 @@ +300 200 3 +0 100 500 100000 +100 100 500 100000 +200 50 108000 10000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.predictor.best" new file mode 100644 index 0000000..54b1753 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.predictor.best" @@ -0,0 +1 @@ +122000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.prophet.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.prophet.best" new file mode 100644 index 0000000..54b1753 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.prophet.best" @@ -0,0 +1 @@ +122000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.simple.best" new file mode 100644 index 0000000..392c5c8 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap3.simple.best" @@ -0,0 +1 @@ +128000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.in" new file mode 100644 index 0000000..e3d184d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.in" @@ -0,0 +1,4 @@ +300 200 3 +0 100 500 100000 +100 50 500 100000 +200 50 200000 100000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.predictor.best" new file mode 100644 index 0000000..67f9d55 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.predictor.best" @@ -0,0 +1 @@ +300000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.prophet.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.prophet.best" new file mode 100644 index 0000000..67f9d55 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.prophet.best" @@ -0,0 +1 @@ +300000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.simple.best" new file mode 100644 index 0000000..67f9d55 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/overlap4.simple.best" @@ -0,0 +1 @@ +300000 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.in" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.in" new file mode 100644 index 0000000..0934b67 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.in" @@ -0,0 +1,5 @@ +300 100 4 +0 100 0 10 +100 100 10 10 +0 100 20 10 +100 100 30 10 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.predictor.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.predictor.best" new file mode 100644 index 0000000..3de4e04 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.predictor.best" @@ -0,0 +1 @@ +28040 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.prophet.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.prophet.best" new file mode 100644 index 0000000..3de4e04 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.prophet.best" @@ -0,0 +1 @@ +28040 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.simple.best" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.simple.best" new file mode 100644 index 0000000..3de4e04 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/tests/reuse1.simple.best" @@ -0,0 +1 @@ +28040 diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/intervals.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/intervals.py" new file mode 100644 index 0000000..1127d12 --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/intervals.py" @@ -0,0 +1,127 @@ +from sortedcontainers import SortedList +from bisect import bisect_right + + +class IntervalSet: + def __init__(self): + # Store non-overlapping intervals [(l, r), ...] + self.intervals = SortedList() + self.total_length = 0 # Sum of all interval lengths + + def _find_left(self, x): + """Find index of interval possibly containing x (or its left neighbor).""" + i = bisect_right(self.intervals, (x, float('inf'))) + if i: + i -= 1 + return i + + def add(self, l, r): # noqa: E741 + """Insert interval [l, r) and merge with overlapping/adjacent ones.""" + if l >= r: + return + + i = self._find_left(l) + new_l, new_r = l, r + + merged = [] + while i < len(self.intervals): + il, ir = self.intervals[i] + if ir < new_l: + i += 1 + continue + if il > new_r: + break + # Merge + new_l = min(new_l, il) + new_r = max(new_r, ir) + merged.append(i) + i += 1 + + # Remove merged intervals and update total_length + for j in reversed(merged): + il, ir = self.intervals[j] + self.total_length -= (ir - il) + del self.intervals[j] + + # Add new merged interval + self.intervals.add((new_l, new_r)) + self.total_length += (new_r - new_l) + + def remove(self, l, r): # noqa: E741 + """Remove interval [l, r) and adjust possible splits.""" + if l >= r: + return + + i = self._find_left(l) + updates = [] + while i < len(self.intervals): + il, ir = self.intervals[i] + if il >= r: + break + if ir <= l: + i += 1 + continue + + # Remove current interval + self.total_length -= (ir - il) + del self.intervals[i] + + # Add back non-overlapping parts + if il < l: + updates.append((il, l)) + if ir > r: + updates.append((r, ir)) + + for iv in updates: + self.intervals.add(iv) + self.total_length += (iv[1] - iv[0]) + + def contains(self, l, r): # noqa: E741 + """Check if [l, r) is fully covered by existing intervals.""" + if l >= r: + return True + i = self._find_left(l) + if i >= len(self.intervals): + return False + il, ir = self.intervals[i] + if not (il <= l < ir): + return False + while l < r and i < len(self.intervals): + il, ir = self.intervals[i] + if il > l: + return False + if ir >= r: + return True + l = ir # noqa: E741 + i += 1 + return False + + def difference(self, l, r) -> list[tuple[int, int]]: # noqa: E741 + """Return list of intervals in [l, r) not covered by the set.""" + uncovered = [] + if l >= r: + return uncovered + pos = l + i = self._find_left(l) + while pos < r: + if i >= len(self.intervals): + uncovered.append((pos, r)) + break + il, ir = self.intervals[i] + if ir <= pos: + i += 1 + continue + if il > pos: + uncovered.append((pos, min(il, r))) + pos = max(pos, ir) + if pos >= r: + break + i += 1 + return uncovered + + def total(self) -> int: + """Return total covered length.""" + return self.total_length + + def __repr__(self): + return f"IntervalSet({list(self.intervals)}, total={self.total_length})" diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/test_intervals.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/test_intervals.py" new file mode 100644 index 0000000..b58743d --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/utils/test_intervals.py" @@ -0,0 +1,260 @@ +import unittest + +from .intervals import IntervalSet + + +class TestIntervalSet(unittest.TestCase): + def setUp(self): + """每个测试前创建一个新的 IntervalSet 实例""" + self.interval_set = IntervalSet() + + def test_empty_set(self): + """测试空集合""" + self.assertEqual(self.interval_set.total(), 0.0) + self.assertEqual(len(self.interval_set.intervals), 0) + + def test_add_single_interval(self): + """测试添加单个区间""" + self.interval_set.add(0, 10) + self.assertEqual(self.interval_set.total(), 10.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 10), self.interval_set.intervals) + + def test_add_invalid_interval(self): + """测试添加无效区间 (l >= r)""" + self.interval_set.add(10, 10) + self.assertEqual(self.interval_set.total(), 0.0) + self.interval_set.add(10, 5) + self.assertEqual(self.interval_set.total(), 0.0) + + def test_add_non_overlapping_intervals(self): + """测试添加不重叠的区间""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + self.interval_set.add(20, 25) + self.assertEqual(self.interval_set.total(), 15.0) + self.assertEqual(len(self.interval_set.intervals), 3) + + def test_add_overlapping_intervals(self): + """测试添加重叠区间会合并""" + self.interval_set.add(0, 10) + self.interval_set.add(5, 15) + self.assertEqual(self.interval_set.total(), 15.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 15), self.interval_set.intervals) + + def test_add_adjacent_intervals(self): + """测试添加相邻区间会合并""" + self.interval_set.add(0, 10) + self.interval_set.add(10, 20) + self.assertEqual(self.interval_set.total(), 20.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 20), self.interval_set.intervals) + + def test_add_contained_interval(self): + """测试添加被包含的区间""" + self.interval_set.add(0, 20) + self.interval_set.add(5, 15) + self.assertEqual(self.interval_set.total(), 20.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 20), self.interval_set.intervals) + + def test_add_containing_interval(self): + """测试添加包含现有区间的区间""" + self.interval_set.add(5, 15) + self.interval_set.add(0, 20) + self.assertEqual(self.interval_set.total(), 20.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 20), self.interval_set.intervals) + + def test_add_multiple_overlapping_intervals(self): + """测试添加多个重叠区间""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + self.interval_set.add(20, 25) + self.interval_set.add(3, 22) # 合并前三个区间 + self.assertEqual(self.interval_set.total(), 25.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 25), self.interval_set.intervals) + + def test_remove_from_empty(self): + """测试从空集合移除区间""" + self.interval_set.remove(0, 10) + self.assertEqual(self.interval_set.total(), 0.0) + + def test_remove_invalid_interval(self): + """测试移除无效区间""" + self.interval_set.add(0, 10) + self.interval_set.remove(5, 5) + self.assertEqual(self.interval_set.total(), 10.0) + + def test_remove_entire_interval(self): + """测试移除整个区间""" + self.interval_set.add(0, 10) + self.interval_set.remove(0, 10) + self.assertEqual(self.interval_set.total(), 0.0) + self.assertEqual(len(self.interval_set.intervals), 0) + + def test_remove_left_part(self): + """测试移除区间的左侧部分""" + self.interval_set.add(0, 10) + self.interval_set.remove(0, 5) + self.assertEqual(self.interval_set.total(), 5.0) + self.assertIn((5, 10), self.interval_set.intervals) + + def test_remove_right_part(self): + """测试移除区间的右侧部分""" + self.interval_set.add(0, 10) + self.interval_set.remove(5, 10) + self.assertEqual(self.interval_set.total(), 5.0) + self.assertIn((0, 5), self.interval_set.intervals) + + def test_remove_middle_part(self): + """测试移除区间的中间部分（分裂）""" + self.interval_set.add(0, 10) + self.interval_set.remove(3, 7) + self.assertEqual(self.interval_set.total(), 6.0) + self.assertEqual(len(self.interval_set.intervals), 2) + self.assertIn((0, 3), self.interval_set.intervals) + self.assertIn((7, 10), self.interval_set.intervals) + + def test_remove_multiple_intervals(self): + """测试移除跨越多个区间""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + self.interval_set.add(20, 25) + self.interval_set.remove(3, 22) + self.assertEqual(self.interval_set.total(), 6.0) + self.assertEqual(len(self.interval_set.intervals), 2) + self.assertIn((0, 3), self.interval_set.intervals) + self.assertIn((22, 25), self.interval_set.intervals) + + def test_contains_empty_interval(self): + """测试包含空区间（应返回 True）""" + self.assertTrue(self.interval_set.contains(5, 5)) + + def test_contains_full_coverage(self): + """测试完全覆盖的区间""" + self.interval_set.add(0, 10) + self.assertTrue(self.interval_set.contains(0, 10)) + self.assertTrue(self.interval_set.contains(2, 8)) + self.assertTrue(self.interval_set.contains(0, 5)) + self.assertTrue(self.interval_set.contains(5, 10)) + + def test_contains_no_coverage(self): + """测试未覆盖的区间""" + self.interval_set.add(0, 10) + self.assertFalse(self.interval_set.contains(10, 15)) + self.assertFalse(self.interval_set.contains(15, 20)) + + def test_contains_partial_coverage(self): + """测试部分覆盖的区间""" + self.interval_set.add(0, 10) + self.assertFalse(self.interval_set.contains(5, 15)) + self.assertFalse(self.interval_set.contains(-5, 5)) + + def test_contains_multiple_intervals(self): + """测试多个区间的覆盖""" + self.interval_set.add(0, 5) + self.interval_set.add(5, 10) + self.assertTrue(self.interval_set.contains(0, 10)) + self.assertTrue(self.interval_set.contains(3, 7)) + + def test_contains_gap_in_intervals(self): + """测试有间隙的区间""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + self.assertFalse(self.interval_set.contains(0, 15)) + self.assertFalse(self.interval_set.contains(3, 12)) + self.assertTrue(self.interval_set.contains(0, 5)) + self.assertTrue(self.interval_set.contains(10, 15)) + + def test_difference_empty_set(self): + """测试空集合的差集""" + diff = self.interval_set.difference(0, 10) + self.assertEqual(diff, [(0, 10)]) + + def test_difference_invalid_interval(self): + """测试无效区间的差集""" + diff = self.interval_set.difference(10, 10) + self.assertEqual(diff, []) + + def test_difference_full_coverage(self): + """测试完全覆盖的差集""" + self.interval_set.add(0, 10) + diff = self.interval_set.difference(0, 10) + self.assertEqual(diff, []) + diff = self.interval_set.difference(2, 8) + self.assertEqual(diff, []) + + def test_difference_no_coverage(self): + """测试无覆盖的差集""" + self.interval_set.add(20, 30) + diff = self.interval_set.difference(0, 10) + self.assertEqual(diff, [(0, 10)]) + + def test_difference_partial_coverage(self): + """测试部分覆盖的差集""" + self.interval_set.add(5, 15) + diff = self.interval_set.difference(0, 10) + self.assertEqual(diff, [(0, 5)]) + + self.interval_set = IntervalSet() + self.interval_set.add(0, 5) + diff = self.interval_set.difference(0, 10) + self.assertEqual(diff, [(5, 10)]) + + def test_difference_gap_in_intervals(self): + """测试有间隙的差集""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + diff = self.interval_set.difference(0, 15) + self.assertEqual(diff, [(5, 10)]) + + def test_difference_multiple_gaps(self): + """测试多个间隙的差集""" + self.interval_set.add(0, 5) + self.interval_set.add(10, 15) + self.interval_set.add(20, 25) + diff = self.interval_set.difference(0, 30) + self.assertEqual(diff, [(5, 10), (15, 20), (25, 30)]) + + def test_float_intervals(self): + """测试浮点数区间""" + self.interval_set.add(0.5, 10.5) + self.interval_set.add(5.5, 15.5) + self.assertEqual(self.interval_set.total(), 15.0) + self.assertTrue(self.interval_set.contains(1.0, 10.0)) + + def test_complex_operations_sequence(self): + """测试复杂的操作序列""" + # 添加多个区间 + self.interval_set.add(0, 10) + self.interval_set.add(20, 30) + self.interval_set.add(40, 50) + self.assertEqual(self.interval_set.total(), 30.0) + + # 移除部分 + self.interval_set.remove(5, 25) + self.assertEqual(self.interval_set.total(), 20.0) + self.assertIn((0, 5), self.interval_set.intervals) + self.assertIn((25, 30), self.interval_set.intervals) + self.assertIn((40, 50), self.interval_set.intervals) + + # 添加合并区间 + self.interval_set.add(3, 45) + self.assertEqual(self.interval_set.total(), 50.0) + self.assertEqual(len(self.interval_set.intervals), 1) + self.assertIn((0, 50), self.interval_set.intervals) + + def test_repr(self): + """测试字符串表示""" + self.interval_set.add(0, 10) + self.interval_set.add(20, 30) + repr_str = repr(self.interval_set) + self.assertIn("IntervalSet", repr_str) + self.assertIn("total=20", repr_str) + + +if __name__ == '__main__': + unittest.main() diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/uv.lock" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/uv.lock" new file mode 100644 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--git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/validator.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/validator.py" new file mode 100644 index 0000000..2bd1edf --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/validator.py" @@ -0,0 +1,329 @@ +from __future__ import annotations + +from collections import OrderedDict + +from logger import logger +from model import ( + Settings, + Action, + ReloadAction, + VisitAction, + OffloadAction, + FinAction, + Request, +) +from utils.intervals import IntervalSet + + +class Validator: + def __init__( + self, + settings: Settings, + requests: list[Request], + actions: list[Action] | None, + verbose: bool = False, + ) -> None: + self.settings = settings + self.requests = requests + self.actions = actions + self.verbose = verbose + self.requests_by_start: OrderedDict[int, list[Request]] = OrderedDict() + for req in self.requests: + if req.start not in self.requests_by_start: + self.requests_by_start[req.start] = [] + self.requests_by_start[req.start].append(req) + + def validate(self) -> bool: + try: + logger.info("Starting validation ⚡️") + self.validate_requests() + if self.actions is not None: + logger.info("------------------------------") + self.validate_actions() + logger.info("Validation completed successfully ✅") + return True + except ValueError as e: + logger.error("Validation failed ❌") + if self.verbose: + logger.exception(e) + else: + logger.error(e) + logger.error( + "Rerun with verbose mode (`-v` or `--verbose`) for more details." + ) + return False + + def validate_requests(self) -> None: + """ + Rules: + - Chronology: + - `request`s should be ordered by `request.start`. + - Integrity: + - For those with same `request.start`, their `request.time` must be the same. + - Memory Bound: + - Every `request` should not exceed memory limit. + - For those with same `request.start`, sum of their memory usage should not exceed memory limit. + - Note that overlapping memory regions should be counted only once. + """ + # Chronology check + logger.info("Validating Requests - chronology...") + for i in range(1, len(self.requests)): + if self.requests[i].start < self.requests[i - 1].start: + raise ValueError( + f"requests are not ordered by start: {self.requests[i - 1]} comes before {self.requests[i]}" + ) + + # Integrity check + logger.info("Validating Requests - integrity...") + for start, reqs in self.requests_by_start.items(): + times = set(req.time for req in reqs) + if len(times) != 1: + raise ValueError( + f"requests starting at {start} have different times: {times}" + ) + + # Memory Bound check + logger.info("Validating Requests - memory bound...") + for start, reqs in self.requests_by_start.items(): + if self.verbose: + logger.debug(f"-> validating requests starting at {start}: {reqs}") + + # Calculate total memory usage + loaded_intervals = IntervalSet() + for req in reqs: + loaded_intervals.add(req.addr, req.addr + req.size) + total_memory = loaded_intervals.total() + + if self.verbose: + logger.debug(f"--> merged intervals: {loaded_intervals}") + + if self.verbose: + logger.debug( + f"--> total memory usage: {total_memory} (limit: {self.settings.M})" + ) + if total_memory > self.settings.M: + raise ValueError( + f"total memory usage {total_memory} exceeds limit {self.settings.M} for requests starting at {start}" + ) + logger.info("Validated Requests") + + def validate_actions(self) -> None: + """ + Rules: + - Chronology: + - `action`s should be ordered by `action.time`. + - Integrity: + - `FinAction` must be the last action in the sequence, and only one `FinAction` should exist. + - `VisitAction` should refer to valid request indices one by one in ascending order (i.e. `0`, `1`, `2`, ...). + - The time of `VisitAction` (`action.time`) should be greater than or equal to the `start` time of the corresponding `request` (`request.start`). + - Memory Access & Bound: + - The memory region accessed by `VisitAction` should be within the loaded memory (via `ReloadAction`). + - The loaded memory should not exceed memory limit (`ReloadAction` increases memory usage, while `OffloadAction` decreases it). + - Note that overlapping memory regions should be counted only once. + - If a memory region is being used by a `VisitAction`, it must not be offloaded by an `OffloadAction` before the `VisitAction` is completed. + - Concurrency: + - `ReloadAction` and `OffloadAction` cannot be performed concurrently. + - IO Actions (`ReloadAction`, `OffloadAction`) and `VisitAction` can be performed concurrently. + - If some requests have same `request.start`, their corresponding `VisitAction` must be concurrent and start at the same time. + Otherwise, `VisitAction` must be sequential. + - Report Correctness: + - `FinAction` must report correct (accurate) elapsed time. + """ + # Chronology check + logger.info("Validating Actions - chronology...") + if len(self.actions) < 1: + raise ValueError("There must be at least one action") + for i in range(1, len(self.actions)): + if self.actions[i].time < self.actions[i - 1].time: + raise ValueError( + f"Actions are not ordered by time: '{self.actions[i - 1]}' comes before '{self.actions[i]}'" + ) + + # Integrity check + logger.info("Validating Actions - integrity...") + if not isinstance(self.actions[-1], FinAction): + raise ValueError("The last action must be an FinAction") + if (count := len([a for a in self.actions if isinstance(a, FinAction)])) != 1: + raise ValueError(f"There must be exactly one FinAction, found {count}") + visit_actions = [a for a in self.actions if isinstance(a, VisitAction)] + if len(visit_actions) != len(self.requests): + raise ValueError( + f"The number of VisitActions ({len(visit_actions)}) does not match the number of requests ({len(self.requests)})" + ) + for i in range(0, len(visit_actions)): + if visit_actions[i].index < 0 or visit_actions[i].index >= len( + self.requests + ): + raise ValueError( + f"VisitAction index out of range: {visit_actions[i].index}" + ) + if visit_actions[i].index != i: + raise ValueError( + f"VisitAction indices must be in ascending order without gaps: expected {i}, found {visit_actions[i].index}" + ) + if visit_actions[i].time < visit_actions[i].request.start: + raise ValueError( + f"VisitAction time {visit_actions[i].time} is less than corresponding Request start time {visit_actions[i].request.start}" + ) + + # Memory Access & Bound check + logger.info("Validating Actions - memory access & bound...") + loaded_intervals = IntervalSet() + # Track active VisitActions (those that have started but not yet completed) + active_visits: list[VisitAction] = [] + + for action in self.actions[:-1]: # Exclude FinAction + # Remove completed VisitActions from active list + active_visits = [ + v for v in active_visits if action.time < v.time + v.cost() + ] + + if self.verbose: + logger.debug(f"-> validating action: '{action}'") + if isinstance(action, ReloadAction): + difference = loaded_intervals.difference( + action.addr, action.addr + action.size + ) + if (action.addr, action.addr + action.size) not in difference: + logger.warning( + f"ReloadAction '{action}' overlaps with already loaded memory regions. Load {difference} is enough." + ) + loaded_intervals.add(action.addr, action.addr + action.size) + total_loaded_memory = loaded_intervals.total() + if self.verbose: + logger.debug( + f"--> total loaded memory: {total_loaded_memory} (limit: {self.settings.M})" + ) + if total_loaded_memory > self.settings.M: + raise ValueError( + f"total loaded memory {total_loaded_memory} exceeds limit {self.settings.M} after {action}" + ) + elif isinstance(action, OffloadAction): + # Check if offload conflicts with any active VisitAction + offload_start = action.addr + offload_end = action.addr + action.size + for visit in active_visits: + visit_start = visit.request.addr + visit_end = visit.request.addr + visit.request.size + # Check if memory regions overlap + if offload_start < visit_end and offload_end > visit_start: + raise ValueError( + f"OffloadAction '{action}' conflicts with active VisitAction '{visit}'. " + f"Memory region [{offload_start}, {offload_end}) overlaps with " + f"[{visit_start}, {visit_end}) which is in use until time {visit.time + visit.cost()}." + ) + + difference = loaded_intervals.difference( + action.addr, action.addr + action.size + ) + if ( + difference + and (action.addr, action.addr + action.size) not in difference + ): + logger.warning( + f"OffloadAction '{action}' includes regions not currently loaded. Offload {difference} is unnecessary." + ) + loaded_intervals.remove(action.addr, action.addr + action.size) + total_loaded_memory = loaded_intervals.total() + if self.verbose: + logger.debug( + f"--> total loaded memory: {total_loaded_memory} (limit: {self.settings.M})" + ) + if total_loaded_memory > self.settings.M: + raise ValueError( + f"total loaded memory {total_loaded_memory} exceeds limit {self.settings.M} after '{action}'" + ) + elif isinstance(action, VisitAction): + if not loaded_intervals.contains( + action.request.addr, action.request.addr + action.request.size + ): + difference = loaded_intervals.difference( + action.request.addr, action.request.addr + action.request.size + ) + raise ValueError( + f"VisitAction '{action}' accesses memory region not fully loaded: {difference}" + ) + # Add to active visits + active_visits.append(action) + else: + raise ValueError(f"Unknown action type: {type(action)}") + + # Concurrency check + logger.info("Validating Actions - concurrency...") + current_io_action = None + final_io_action = None + for action in self.actions[:-1]: + if ( + current_io_action is not None + and action.time >= current_io_action.time + current_io_action.cost() + ): + logger.debug( + f"--> io action '{current_io_action}' removed as completed" + ) + current_io_action = None # Reset on IO Action completion + logger.debug( + f"-> validating action: '{action}', time: {action.time}, cost: {action.cost()}" + ) + if isinstance(action, (ReloadAction, OffloadAction)): + if current_io_action is not None: + raise ValueError( + f"IO Actions '{current_io_action}' and '{action}' cannot be performed concurrently." + ) + current_io_action = action + final_io_action = action + elif isinstance(action, VisitAction): + continue # VisitAction can be concurrent with IO Actions + else: + raise ValueError(f"Unknown action type: {type(action)}") + assert final_io_action is not None + + logger.debug("------------------------------") + + current_visit_action = None + final_visit_action = None + for start, reqs in self.requests_by_start.items(): + visit_actions_for_requests = [a for a in visit_actions if a.request in reqs] + logger.debug( + f"-> validating VisitActions for requests starting at {start}: {visit_actions_for_requests}" + ) + assert len(visit_actions_for_requests) == len(reqs) + longest_action = visit_actions_for_requests[0] + for i in range(1, len(visit_actions_for_requests)): + prev_action = visit_actions_for_requests[i - 1] + curr_action = visit_actions_for_requests[i] + if curr_action.time != prev_action.time: + raise ValueError( + f"VisitActions for requests ({reqs}) starting at {start} must be concurrent and start at the same time. \ +'{curr_action}' and '{prev_action}' have different start times." + ) + if curr_action.cost() > longest_action.cost(): + longest_action = curr_action + if ( + current_visit_action is not None + and longest_action.time + < current_visit_action.time + current_visit_action.cost() + ): + raise ValueError( + f"VisitActions for requests ({reqs}) starting at {start} must be sequential. \ +'{longest_action}' starts before previous VisitAction '{current_visit_action}' completes." + ) + current_visit_action = longest_action + final_visit_action = longest_action + assert final_visit_action is not None + + # Report Correctness check + logger.info("Validating Actions - report correctness...") + last_action_end_time = max( + final_io_action.time + final_io_action.cost(), + final_visit_action.time + final_visit_action.cost(), + ) + if self.actions[-1].time < last_action_end_time: + raise ValueError( + f"FinAction reports time {self.actions[-1].time}, but actual elapsed time is {last_action_end_time}" + ) + elif self.actions[-1].time > last_action_end_time: + logger.warning( + f"FinAction reports time {self.actions[-1].time}, which is greater than actual elapsed time {last_action_end_time}. Consider reporting accurate time." + ) + + logger.info("Action Validated") diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/visualizer.py" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/visualizer.py" new file mode 100644 index 0000000..be6319a --- /dev/null +++ "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/src/visualizer.py" @@ -0,0 +1,299 @@ +from __future__ import annotations + +from model import ( + Settings, + Request, + Action, + ReloadAction, + VisitAction, + OffloadAction, + FinAction, +) + +import matplotlib +import matplotlib.pyplot as plt + +matplotlib.use("Agg") + + +class Visualizer: + """ + A class to visualize settings, requests, and actions. + + The settings, requests and actions must be validated before being passed to this class. + """ + + def __init__( + self, settings: Settings, requests: list[Request], actions: list[Action] + ) -> None: + self.settings = settings + self.requests = requests + self.actions = actions + + @staticmethod + def _assign_lanes(intervals: list[tuple]) -> dict: + """ + Assign lanes (y positions) to intervals to avoid overlaps. + intervals: list of tuples (start, end, ...) + Returns: dict mapping interval index to lane number + """ + if not intervals: + return {} + + # Sort by start time, then by end time + indexed_intervals = [ + (i, intervals[i][0], intervals[i][1]) for i in range(len(intervals)) + ] + indexed_intervals.sort(key=lambda x: (x[1], x[2])) + + # Greedy lane assignment + lanes = [] # Each lane stores the end time of the last interval in that lane + lane_assignment = {} + + for idx, start, end in indexed_intervals: + # Find the first available lane + assigned = False + for lane_num, lane_end in enumerate(lanes): + if start >= lane_end: # No overlap + lanes[lane_num] = end + lane_assignment[idx] = lane_num + assigned = True + break + + if not assigned: + # Create a new lane + lanes.append(end) + lane_assignment[idx] = len(lanes) - 1 + + return lane_assignment + + def visualize(self, path: str) -> None: + """ + Visualize the given (validated) settings, requests, and actions. + """ + # Build intervals for actions + visits = [] # tuples (start, end, index) + ios = [] # tuples (start, end, type, addr, size) + for action in self.actions: + if isinstance(action, VisitAction): + start = action.time + end = action.time + action.cost() + visits.append((start, end, action.index)) + elif isinstance(action, (ReloadAction, OffloadAction)): + start = action.time + end = action.time + action.cost() + typ = "Reload" if isinstance(action, ReloadAction) else "Offload" + ios.append((start, end, typ, action.addr, action.size)) + elif isinstance(action, FinAction): + # FinAction marks the reported finish time; include as vertical marker later + fin_time = action.time + + # Sort intervals + visits.sort() + ios.sort() + + # Assign lanes for parallel display + # Prepare intervals for requests + request_intervals = [ + (req.start, req.start + req.time, i) for i, req in enumerate(self.requests) + ] + request_lanes = self._assign_lanes(request_intervals) + num_request_lanes = ( + max(request_lanes.values(), default=0) + 1 if request_lanes else 1 + ) + + # Assign lanes for visits + visit_lanes = self._assign_lanes(visits) + num_visit_lanes = max(visit_lanes.values(), default=0) + 1 if visit_lanes else 1 + + # Assign lanes for IOs + io_lanes = self._assign_lanes(ios) + num_io_lanes = max(io_lanes.values(), default=0) + 1 if io_lanes else 1 + + # Calculate figure height: each lane gets 0.4 inches, plus 3 inches for memory chart + total_height = max( + 4, (num_request_lanes + num_visit_lanes + num_io_lanes) * 0.4 + 3 + ) + fig, axes = plt.subplots( + 4, + 1, + figsize=(14, total_height), + sharex=True, + gridspec_kw={ + "height_ratios": [num_request_lanes, num_visit_lanes, num_io_lanes, 3] + }, + ) + + # Bar 1 (top): Requests - show the time window [start, start+time] for each request + ax0 = axes[0] + for i, req in enumerate(self.requests): + start = req.start + end = req.start + req.time + lane = request_lanes.get(i, 0) + # Use different colors cycling through a palette + color = f"C{i % 10}" + ax0.barh( + lane, + end - start, + left=start, + height=0.8, + color=color, + alpha=0.7, + edgecolor="black", + linewidth=1.5, + ) + + ax0.set_yticks(range(num_request_lanes)) + ax0.set_yticklabels([f"Lane {i}" for i in range(num_request_lanes)]) + ax0.set_ylabel("Requests") + ax0.set_ylim(-0.5, num_request_lanes - 0.5) + ax0.grid(True, axis="x", linestyle="--", alpha=0.3) + + # Bar 2 (middle): Visits - show execution time for each VisitAction + ax1 = axes[1] + for i, (s, e, idx) in enumerate(visits): + lane = visit_lanes.get(i, 0) + color = f"C{idx % 10}" + ax1.barh( + lane, + e - s, + left=s, + height=0.8, + color=color, + alpha=0.6, + edgecolor="black", + linewidth=2, + ) + + ax1.set_yticks(range(num_visit_lanes)) + ax1.set_yticklabels([f"Lane {i}" for i in range(num_visit_lanes)]) + ax1.set_ylabel("Visits") + ax1.set_ylim(-0.5, num_visit_lanes - 0.5) + ax1.grid(True, axis="x", linestyle="--", alpha=0.3) + + # Bar 3 (bottom): IO - show execution time for each Reload/Offload + ax2 = axes[2] + for i, (s, e, typ, addr, size) in enumerate(ios): + lane = io_lanes.get(i, 0) + # Use distinct colors and hatch patterns for Reload vs Offload + if typ == "Reload": + color = "tab:blue" + hatch = "///" # Diagonal lines for Reload + else: # Offload + color = "tab:red" + hatch = "\\\\\\" # Reverse diagonal lines for Offload + + ax2.barh( + lane, + e - s, + left=s, + height=0.8, + color=color, + alpha=0.5, + edgecolor="black", + linewidth=1.5, + hatch=hatch, + ) + + ax2.set_yticks(range(num_io_lanes)) + ax2.set_yticklabels([f"Lane {i}" for i in range(num_io_lanes)]) + ax2.set_ylabel("IO") + ax2.set_ylim(-0.5, num_io_lanes - 0.5) + ax2.grid(True, axis="x", linestyle="--", alpha=0.3) + + # Bar 4 (bottom): Memory Usage - line chart showing memory occupation over time + ax3 = axes[3] + + # Build memory usage timeline + memory_events = [] # (time, delta_memory, event_type) + + for action in self.actions: + if isinstance(action, ReloadAction): + # Reload starts: memory increases instantly + memory_events.append((action.time, action.size, "reload_start")) + elif isinstance(action, OffloadAction): + # Offload ends: memory decreases instantly + offload_end_time = action.time + action.cost() + memory_events.append((offload_end_time, -action.size, "offload_end")) + + # Sort events by time + memory_events.sort(key=lambda x: x[0]) + + # Build timeline with step function + times = [0] + memory_usage = [0] + current_memory = 0 + + for time, delta, event_type in memory_events: + # Add point just before the change + if times[-1] != time: + times.append(time) + memory_usage.append(current_memory) + + # Apply the change + current_memory += delta + times.append(time) + memory_usage.append(current_memory) + + # Extend to fin_time + if times[-1] < fin_time: + times.append(fin_time) + memory_usage.append(current_memory) + + # Plot memory usage + ax3.plot( + times, memory_usage, linewidth=2, color="tab:green", label="Memory Usage" + ) + ax3.fill_between(times, 0, memory_usage, alpha=0.3, color="tab:green") + + # Add memory limit line + ax3.axhline( + self.settings.M, + color="tab:red", + linestyle="--", + linewidth=1.5, + label=f"Memory Limit ({self.settings.M})", + ) + + ax3.set_ylabel("Memory Usage (bytes)") + ax3.set_xlabel("Time") + ax3.grid(True, linestyle="--", alpha=0.3) + ax3.legend(loc="upper left", bbox_to_anchor=(1.02, 1), fontsize=8, frameon=True) + ax3.set_ylim(bottom=0) + + # Mark Fin time on all axes + for ax in axes: + ax.axvline(fin_time, color="k", linestyle=":", linewidth=2, label="Fin") + + # Add legend for IO types + from matplotlib.patches import Patch + + legend_elements = [ + Patch( + facecolor="tab:blue", + edgecolor="black", + hatch="///", + alpha=0.5, + label="Reload", + ), + Patch( + facecolor="tab:red", + edgecolor="black", + hatch="\\\\\\", + alpha=0.5, + label="Offload", + ), + ] + ax2.legend( + handles=legend_elements, + loc="upper left", + bbox_to_anchor=(1.02, 1), + fontsize=8, + frameon=True, + ) + + fig.tight_layout(rect=[0, 0, 0.85, 1]) # Leave space on the right for legends + fig.savefig(path) + plt.close(fig) + + return None diff --git "a/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/\347\255\224\350\276\251.pdf" "b/2025/work/06 \350\226\233\344\270\201\350\261\252 \345\217\266\347\204\257\344\273\201 \345\274\240\346\230\216\346\230\216/\347\255\224\350\276\251.pdf" new file mode 100644 index 0000000000000000000000000000000000000000..0c2da1e62361e94c83d1a0e5d2b455f261a596c9 GIT binary patch literal 924869 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