diff --git a/.circleci/config.yml b/.circleci/config.yml deleted file mode 100644 index e420640..0000000 --- a/.circleci/config.yml +++ /dev/null @@ -1,143 +0,0 @@ -version: 2 -jobs: - -# python_test: -# docker: -# - image: cimg/python:3.11.2 -# steps: -# - checkout -# - restore_cache: -# keys: -# - venv-{{ checksum "python/ci_requirements.txt"}} -# - tox-{{ checksum "python/tox.ini" }} -# -# - run: -# name: install dependencies -# command: | -# cd python/ -# python3 -m venv venv || true -# python3 -m pip install -U pip -# python3 -m pip install -r ci_requirements.txt -# -# - save_cache: -# paths: -# - python/venv -# key: venv-{{ checksum "python/ci_requirements.txt"}} -# -# - save_cache: -# paths: -# - python/.tox -# key: tox-{{ checksum "python/tox.ini" }} -# -# - run: -# name: run python tests -# command: | -# cd python/ -# venv/bin/tox -e py3112 -e black-check -e cov -e codecov -# -# python_deploy: -# docker: -# - image: cimg/python:3.11.2 -# steps: -# - checkout -# - restore_cache: -# keys: -# - venv-{{ checksum "python/ci_requirements.txt"}} -# -# - run: -# name: install dependencies -# command: | -# cd python/ -# python3 -m venv venv || true -# python3 -m pip install -U pip -# python3 -m pip install -r ci_requirements.txt -# -# - save_cache: -# paths: -# - python/venv -# key: venv-{{ checksum "python/ci_requirements.txt"}} -# -# - run: -# name: build and push -# command: | -# cd python/ -# source venv/bin/activate -# python ./setup.py sdist bdist_wheel -# venv/bin/twine upload dist/* --non-interactive --skip-existing - - node_test: - docker: - - image: circleci/node:stretch - steps: - - checkout - - restore_cache: - keys: - - node_modules-{{ checksum "typescript/package.json" }} - - - run: - name: install dependencies - command: | - cd typescript/ - npm install - - - save_cache: - paths: - - typescript/node_modules - key: node_modules-{{ checksum "typescript/package.json" }} - - - run: - name: run node tests - command: | - cd typescript/ - npm test -- --coverage - npm run codecov - - node_deploy: - docker: - - image: circleci/node:stretch - steps: - - checkout - - restore_cache: - keys: - - node_modules-{{ checksum "typescript/package.json" }} - - - run: - name: install dependencies - command: | - cd typescript/ - npm install - - - save_cache: - paths: - - typescript/node_modules - key: node_modules-{{ checksum "typescript/package.json" }} - - - run: - name: Authenticate with registry - command: echo "//registry.npmjs.org/:_authToken=$NPM_TOKEN" > typescript/.npmrc - - - run: - name: build and push - command: | - cd typescript/ - npm run build - npm publish || true - -workflows: - version: 2 - test_deploy: - jobs: - - python_test - - node_test - - python_deploy: - filters: - branches: - only: master - requires: - - python_test - - node_deploy: - filters: - branches: - only: master - requires: - - node_test \ No newline at end of file diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml new file mode 100644 index 0000000..88993fd --- /dev/null +++ b/.github/workflows/docs.yaml @@ -0,0 +1,39 @@ +name: Deploy Docs to Cloudflare Pages + +on: + push: + branches: + - master + - feature/docs + +jobs: + deploy: + runs-on: ubuntu-latest + defaults: + run: + working-directory: docs + + steps: + - uses: actions/checkout@v6 + + - uses: pnpm/action-setup@v5 + with: + package_json_file: docs/package.json + + - uses: actions/setup-node@v6 + with: + node-version: "24" + + - name: Install dependencies + run: pnpm install + + - name: Build Docusaurus + run: pnpm build + + - name: Deploy to Cloudflare Pages + uses: cloudflare/wrangler-action@v3 + with: + apiToken: ${{ secrets.CLOUDFLARE_API_TOKEN }} + accountId: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }} + command: pages deploy docs/build --project-name=covertable --branch=${{ github.ref_name }} + packageManager: pnpm diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml new file mode 100644 index 0000000..ab96e73 --- /dev/null +++ b/.github/workflows/python.yaml @@ -0,0 +1,72 @@ +name: python +on: + push: + branches: + - master + - fix/* + +permissions: + id-token: write + contents: read + +jobs: + tests: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ["3.9", "3.13"] + defaults: + run: + working-directory: python + + steps: + - uses: actions/checkout@v6 + - name: setup + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: install + run: | + python -m pip install --upgrade pip + python -m pip install -r ci_requirements.txt + - name: test + run: | + pytest --cov=covertable --cov-report=xml + - name: codecov + uses: codecov/codecov-action@v6 + with: + token: ${{ secrets.CODECOV_TOKEN }} + file: ./python/coverage.xml + flags: python + verbose: true + + release: + needs: tests + runs-on: ubuntu-latest + defaults: + run: + working-directory: python + if: github.ref == 'refs/heads/master' + name: pypi upload + steps: + - uses: actions/checkout@v6 + - name: setup + uses: actions/setup-python@v5 + with: + python-version: "3.13" + - name: install + run: | + python -m pip install --upgrade pip setuptools wheel twine build + python -m pip install -r ci_requirements.txt + - name: build + run: | + python -m build --sdist --wheel --outdir dist/ . + - name: check + run: | + twine check dist/* + - name: upload + run: | + twine upload dist/* --non-interactive --skip-existing + env: + TWINE_USERNAME: __token__ + TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }} diff --git a/.github/workflows/typescript.yaml b/.github/workflows/typescript.yaml new file mode 100644 index 0000000..924de07 --- /dev/null +++ b/.github/workflows/typescript.yaml @@ -0,0 +1,68 @@ +name: typescript +on: + push: + branches: + - master + - fix/* + +permissions: + id-token: write + contents: read + +jobs: + tests: + runs-on: ubuntu-latest + defaults: + run: + working-directory: typescript + + steps: + - uses: actions/checkout@v6 + - uses: pnpm/action-setup@v5 + with: + package_json_file: typescript/package.json + - uses: actions/setup-node@v6 + with: + node-version: "24" + - name: install + run: pnpm install + - name: test + run: pnpm exec jest --coverage + - name: codecov + uses: codecov/codecov-action@v6 + with: + token: ${{ secrets.CODECOV_TOKEN }} + file: ./typescript/coverage/lcov.info + flags: typescript + verbose: true + + release: + needs: tests + runs-on: ubuntu-latest + defaults: + run: + working-directory: typescript + + if: github.ref == 'refs/heads/master' + name: npm upload + steps: + - uses: actions/checkout@v6 + - uses: pnpm/action-setup@v5 + with: + package_json_file: typescript/package.json + - uses: actions/setup-node@v6 + with: + node-version: "24" + registry-url: "https://registry.npmjs.org" + - run: npm install -g npm@latest + - name: remove authToken from .npmrc + run: | + NPM_RC=$(npm config get userconfig) + sed -i '/_authToken/d' "$NPM_RC" 2>/dev/null || true + - name: publish + run: | + pnpm install + pnpm build + VERSION=$(node -p "require('./package.json').version") + TAG=$( [[ "$VERSION" == *-* ]] && echo "--tag next" || echo "" ) + pnpm publish --access public --provenance $TAG --no-git-checks || true diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..f421fb3 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +python/.venv diff --git a/.tool-versions b/.tool-versions new file mode 100644 index 0000000..9f36e32 --- /dev/null +++ b/.tool-versions @@ -0,0 +1 @@ +nodejs 24.1.0 diff --git a/README.md b/README.md new file mode 100644 index 0000000..a44b913 --- /dev/null +++ b/README.md @@ -0,0 +1,95 @@ +# CoverTable + +![covertable logo](./covertable.png) + +CoverTable is a **pairwise (N-wise) test case generation library** based on the AETG algorithm, available for both TypeScript and Python. + +It is **PICT-compatible**: you can use PICT-format model files β€” including parameters, sub-models, constraints, invalid values, weights, and aliases β€” directly with CoverTable. + +Try the online demo: **[Compatible PICT](https://covertable.walkframe.com/tools/pict)** β€” an interactive tool that parses PICT models and generates covering arrays in your browser. + +## Algorithm + +CoverTable uses a **one-test-at-a-time greedy algorithm** to generate covering arrays. + +1. Assigns a unique serial ID to each factor value, then enumerates all n-way combinations to be covered. +2. For each test row, the **criterion** selects the most efficient uncovered combination to include next by evaluating how many other uncovered combinations it would simultaneously satisfy. +3. Repeats until all combinations are covered. + +Two criteria are available: + +- **Greedy** (default): Evaluates coverage efficiency for candidate pairs and selects the one that maximizes coverage. The `tolerance` parameter allows trading quality for speed. +- **Simple**: Picks the first feasible pair without efficiency evaluation. Faster, but produces more test cases. + +Additionally, **sorters** (Hash / Random) control the initial ordering of combinations, which influences the quality and reproducibility of the output. + +See also: [Pairwise Testing Tool Comparison](https://www.pairwise.org/efficiency.html) + +## Implementations + +CoverTable is available in two implementations, with TypeScript as the primary focus and Python offered as a secondary option. + +### TypeScript + +[![NPM Version](https://badge.fury.io/js/covertable.svg)](https://badge.fury.io/js/covertable) [![Build Status](https://github.com/walkframe/covertable/actions/workflows/typescript.yaml/badge.svg)](https://github.com/walkframe/covertable/actions/workflows/typescript.yaml) + +Works in both **Node.js** and **browsers** (ESM/CJS dual build). + +- [README](https://github.com/walkframe/covertable/blob/master/typescript/README.md) + +### Python + +[![PyPI Version](https://badge.fury.io/py/covertable.svg)](https://badge.fury.io/py/covertable) [![Build Status](https://github.com/walkframe/covertable/actions/workflows/python.yaml/badge.svg)](https://github.com/walkframe/covertable/actions/workflows/python.yaml) + +- [README](https://github.com/walkframe/covertable/blob/master/python/README.rst) + + +## Documentation + +- **Latest (v3)**: https://covertable.walkframe.com +- **v2 and earlier**: https://docs.walkframe.com/covertable/advanced + +## Performance + +> **Note:** +> The following data was measured in Python 3.7.7 on a `3.1 GHz 6-Core Intel Core i5`. +> The coverage number is `2`. + +| Combination | Default | Minimum case | Fastest case | +|-------------------|-------------------------------------|---------------------------------------|------------------------------------| +| **3^4** | num: `9`
time: `0.0006s` | num: `9`
time: `0.0006s` | num: `14`
time: `0.0005s` | +| **3^13** | num: `19`
time: `0.03s` | num: `17`
time: `0.03s` | num: `21`
time: `0.003s` | +| **4^15 + 3^17 + 2^29** | num: `36`
time: `7.41s` | num: `34`
time: `7.47s` | num: `42`
time: `0.40s` | +| **4^1 + 3^39 + 2^35** | num: `27`
time: `15.19s` | num: `26`
time: `14.70s` | num: `30`
time: `0.51s` | +| **2^100** | num: `14`
time: `23.97s` | num: `12`
time: `0.63s` | num: `13`
time: `0.48s` | +| **10^20** | num: `198`
time: `14.28s` | num: `195`
time: `14.48s` | num: `284`
time: `0.53s` | + +In general, as the number of elements or coverage increases, the number of combinations tends to increase significantly. + +## Tolerance + +If you use the `greedy` criterion and specify a positive integer for the `tolerance` option, you can increase speed at the expense of the number of combinations. + +The greater the `tolerance`, the faster the speed and the larger the number of combinations. + +### Example: 10^20 Test Cases + +| Tolerance | num | time | +|-----------|------|--------| +| 0 (default) | `195` | `14.48s` | +| 1 | `199` | `12.45s` | +| 2 | `201` | `9.48s` | +| 3 | `201` | `7.17s` | +| 4 | `207` | `5.70s` | +| 5 | `212` | `4.58s` | +| 6 | `212` | `3.65s` | +| 7 | `216` | `3.07s` | +| 8 | `223` | `2.57s` | +| 9 | `226` | `2.14s` | +| 10 | `233` | `1.84s` | +| 11 | `237` | `1.61s` | +| 12 | `243` | `1.43s` | +| 13 | `249` | `1.28s` | +| 14 | `254` | `1.19s` | + + diff --git a/README.rst b/README.rst deleted file mode 100644 index 4b554e8..0000000 --- a/README.rst +++ /dev/null @@ -1,206 +0,0 @@ -.. image:: ./covertable.png - :alt: covertable logo - - -.. image:: https://circleci.com/gh/walkframe/covertable.svg?style=shield - :target: https://circleci.com/gh/walkframe/covertable - -Time is limited. - -It is not realistic to create a test case that satisfies all the multiple factors, -and above all, it is tedious. - -Save time with covertable. It is a flexible pairwise tool to create a two (or more) factor covered combination. - - -Now it has 2 implementations. - -:Python: - - - .. image:: https://badge.fury.io/py/covertable.svg - :target: https://badge.fury.io/py/covertable - - `README `__ - - `Code `__ - -:TypeScript: - - - .. image:: https://badge.fury.io/js/covertable.svg - :target: https://badge.fury.io/js/covertable - - `README `__ - - `Code `__ - - -Go see the detail from these links. - -Performance -=================== - -.. note:: - - - The following data was measured in Python 3.7.7 and ``3.1 GHz 6 Cores Intel Core i5``. - - coverage number is `2`. - -.. list-table:: Number and time of combinations. - :widths: 1 3 3 3 - :header-rows: 1 - :stub-columns: 1 - - * - Combination - - Default - - Minimum case - - Fastest case - * - 3^4 - - - num: ``9`` - - cond: *default* - - time: ``0.0006s`` - - - num: ``9`` - - cond: *default* - - time: ``0.0006s`` - - - num: ``14`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.0005s`` - * - 3^13 - - - num: ``19`` - - cond: *default* - - time: ``0.03s`` - - - num: ``17`` - - cond: ``seed: 1084`` - - time: ``0.03s`` - - - num: ``21`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.003s`` - * - 4^15 + 3^17 + 2^29 - - - num: ``36`` - - cond: *default* - - time: ``7.41s`` - - - num: ``34`` - - cond: ``seed: 19`` - - time: ``7.47s`` - - - num: ``42`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.40s`` - * - 4^1 + 3^39 + 2^35 - - - num: ``27`` - - cond: *default* - - time: ``15.19s`` - - - num: ``26`` - - cond: ``seed: 14`` - - time: ``14.70s`` - - - num: ``30`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.51s`` - * - 2^100 - - - num: ``14`` - - cond: *default* - - time: ``23.97s`` - - - num: ``12`` - - cond: ``seed: 6, criterion: simple`` - - time: ``0.63s`` - - - num: ``13`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.48s`` - * - 10^20 - - - num: ``198`` - - cond: *default* - - time: ``14.28s`` - - - num: ``195`` - - cond: ``seed: 1139`` - - time: ``14.48s`` - - - num: ``284`` - - cond: ``sorter: random, criterion: simple`` - - time: ``0.53s`` - -In general, as the number of elements or coverage increases, -the number of combinations have a tendency to increase significantly. - -Tolerance ----------------- - -If you use `greedy` criterion and specify a positive integer to `tolerance` option, -it can increase the speed at the expense of the number of combinations. - -The greater the `tolerance`, the shorter the speed and bigger the number of combinations. - -.. list-table:: Table for the case when combinations are created from ``10^20`` test cases. - :widths: 1 3 3 - :header-rows: 1 - :stub-columns: 1 - - * - tolerance - - num - - time - * - 0 (default) - - ``195`` - - ``14.48s`` - * - 1 - - ``199`` - - ``12.45s`` - * - 2 - - ``201`` - - ``9.48s`` - * - 3 - - ``201`` - - ``7.17s`` - * - 4 - - ``207`` - - ``5.70s`` - * - 5 - - ``212`` - - ``4.58s`` - * - 6 - - ``212`` - - ``3.65s`` - * - 7 - - ``216`` - - ``3.07s`` - * - 8 - - ``223`` - - ``2.57s`` - * - 9 - - ``226`` - - ``2.14s`` - * - 10 - - ``233`` - - ``1.84s`` - * - 11 - - ``237`` - - ``1.61s`` - * - 12 - - ``243`` - - ``1.43s`` - * - 13 - - ``249`` - - ``1.28s`` - * - 14 - - ``254`` - - ``1.19s`` - - -History -======= -:2.0.x: - - - sorter option was splitted into sorter and criterion. - - - e.g. greedy -> hash sorter + greedy criterion. - - - `greedy` method is much faster than before. - - `greedy` method got an option `tolerance` to balance speed and results. - - - sequenctial sorter was dropped. - - - Because The number of combinations would be huge in TypeScript. - -:1.1.x: - - - Greedy sorter improved in both implementations. - - - It got increased in speed. - -:1.0.x: - - - First release πŸŽ‰ - -.. note:: - - It moved from `twopairs`. diff --git a/codecov.yml b/codecov.yml new file mode 100644 index 0000000..8c8a868 --- /dev/null +++ b/codecov.yml @@ -0,0 +1,32 @@ +coverage: + status: + project: + typescript: + target: auto + threshold: 5% + flags: + - typescript + python: + target: auto + threshold: 5% + flags: + - python + patch: + default: + target: 70% + +flags: + typescript: + paths: + - typescript/src/ + carryforward: true + python: + paths: + - python/covertable/ + carryforward: true + +ignore: + - "typescript/src/__tests__/**" + - "typescript/src/_bench.ts" + - "typescript/tmp/**" + - "docs/**" diff --git a/docs/.gitignore b/docs/.gitignore new file mode 100644 index 0000000..b2d6de3 --- /dev/null +++ b/docs/.gitignore @@ -0,0 +1,20 @@ +# Dependencies +/node_modules + +# Production +/build + +# Generated files +.docusaurus +.cache-loader + +# Misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000..b28211a --- /dev/null +++ b/docs/README.md @@ -0,0 +1,41 @@ +# Website + +This website is built using [Docusaurus](https://docusaurus.io/), a modern static website generator. + +## Installation + +```bash +yarn +``` + +## Local Development + +```bash +yarn start +``` + +This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server. + +## Build + +```bash +yarn build +``` + +This command generates static content into the `build` directory and can be served using any static contents hosting service. + +## Deployment + +Using SSH: + +```bash +USE_SSH=true yarn deploy +``` + +Not using SSH: + +```bash +GIT_USER= yarn deploy +``` + +If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch. diff --git a/docs/contents/development/algorithm.mdx b/docs/contents/development/algorithm.mdx new file mode 100644 index 0000000..8eb4662 --- /dev/null +++ b/docs/contents/development/algorithm.mdx @@ -0,0 +1,121 @@ +--- +sidebar_position: 1 +title: Algorithm +--- + +# Algorithm: AETG vs IPOG + +CoverTable uses a **one-test-at-a-time greedy algorithm**. This was not designed after AETG specifically β€” it was a natural result of the implementation, which turned out to closely resemble the AETG (Automatic Efficient Test Generator) family. +This page explains the two major families of covering-array algorithms and where CoverTable fits. + +## Two Families of Covering-Array Algorithms + +Most N-wise test generation tools fall into one of two families: + +| | AETG family | IPOG family | +|---|---|---| +| **Strategy** | Build one complete row at a time | Start with a small array and extend it one parameter at a time | +| **Direction** | Horizontal β€” each iteration adds a row | Vertical β€” each iteration adds a column | +| **Origin** | Cohen et al., 1997 | Lei & Tai, 2002 | +| **Used by** | CoverTable, AETG, mAETG, ACTS (AETG mode) | ACTS (IPOG mode), Jenny, PICT | + +## AETG: One Row at a Time + +``` +while uncovered pairs remain: + row = {} + while row is not complete: + pick the pair/value that covers the most uncovered combinations + add it to row + emit row + mark covered pairs +``` + +**Advantages:** +- Conceptually simple β€” the unit of work is always "build a row" +- Natural fit for constraints β€” each candidate value can be checked against partial-row constraints before committing +- Streaming-friendly β€” rows can be yielded as soon as they are complete + +**Disadvantages:** +- The greedy scoring (counting how many uncovered pairs each candidate covers) can be expensive for large parameter spaces +- Tie-breaking and pair ordering significantly affect output size + +## IPOG: One Parameter at a Time + +``` +start with all N-way combinations of the first N parameters +for each remaining parameter P: + for each existing row: + extend with the value of P that covers the most new pairs + if uncovered pairs remain: + add new rows to cover them +``` + +**Advantages:** +- Efficient for many parameters with few values β€” the incremental extension avoids rescanning all pairs +- Tends to produce smaller arrays for high-parameter-count inputs + +**Disadvantages:** +- Adding a column to existing rows can conflict with constraints already satisfied +- The algorithm must handle "horizontal growth" (new rows) and "vertical growth" (extending rows) separately +- Not naturally streaming β€” the array is mutated in place across iterations + +## How CoverTable Works + +CoverTable's generation loop follows the AETG pattern with several enhancements: + +### Phase 1: Greedy Pair Selection + +The `greedy` criterion scans uncovered pairs and selects the one that would **remove the most entries from the uncovered set** when added to the current row. This is the AETG-style "maximize coverage" heuristic. + +The `simple` criterion skips this scoring and picks the first compatible uncovered pair. This is much faster but produces larger output. + +The `tolerance` parameter allows the greedy criterion to accept a "good enough" pair early, trading a small increase in output size for significant speedup. + +### Phase 2: Close (Backtracking Completion) + +After greedy selection fills some factors, the remaining unfilled factors are completed using **depth-first backtracking**. Values are tried in weight-descending order. At each step, constraint feasibility is checked via `storableCheck` and `forwardCheck`. + +This is where CoverTable diverges most from classic AETG: rather than greedily selecting every value, it lets the backtracking solver find a valid completion. This ensures constraint satisfaction without sacrificing coverage. + +### Complementary Pass + +After the main loop, some pairs may remain uncovered β€” for example, pairs that were incompatible with every row the greedy phase constructed. These leftover pairs are each set as the starting point of a new row, which is then completed via close. This ensures maximum coverage even when the greedy heuristic misses edge cases. + +```mermaid +flowchart LR + A[Uncovered pairs] --> B[Greedy selection] + B --> C[Close] + C --> D{Row complete?} + D -->|yes| E[Yield row] + D -->|no| B + E -->|pairs remain| A + E -->|all covered| F[Done] + A -->|greedy exhausted| G[Complementary pass] + G --> F +``` + +## Why CoverTable Resembles AETG + +CoverTable's algorithm was not modeled after AETG, but the row-by-row greedy approach turned out to be a natural fit for several reasons: + +1. **Constraint integration** β€” Three-valued evaluation and forward checking fit naturally into row-by-row construction. Each candidate pair is validated against the partial row before committing. IPOG's column extension would require re-validating entire rows after each extension. + +2. **Streaming output** β€” `makeAsync()` yields rows as they are completed. IPOG mutates existing rows when extending columns, making incremental output difficult. + +3. **Simplicity** β€” The "build one row, yield it, repeat" loop is straightforward to implement, test, and debug across both Python and TypeScript. + +4. **Deterministic ordering** β€” CoverTable's hash-based pair sorter produces deterministic output without a global RNG. IPOG's column-extension order is inherently tied to parameter declaration order, making it harder to control output variation via a simple salt. + +## Trade-offs in Practice + +| Scenario | AETG (CoverTable) | IPOG | +|---|---|---| +| Few parameters, many values (e.g. 10^20) | Greedy scoring is fast; good output size | Column extension adds many new rows | +| Many parameters, few values (e.g. 2^100) | Greedy scoring is expensive (many pairs) β€” use `simple` or `tolerance` | Incremental extension is efficient | +| Complex constraints | Forward checking prunes candidates during row construction | Must validate after column extension; may need row replacement | +| Streaming / progress reporting | Natural β€” yield per row | Difficult β€” rows are mutated across iterations | + +:::tip +For large parameter spaces where `greedy` is slow, use the `simple` criterion or set a positive `tolerance` to trade output size for speed. +::: diff --git a/docs/contents/development/constraint-logic.mdx b/docs/contents/development/constraint-logic.mdx new file mode 100644 index 0000000..b5577d0 --- /dev/null +++ b/docs/contents/development/constraint-logic.mdx @@ -0,0 +1,339 @@ +--- +sidebar_position: 3 +title: Constraint Logic +--- + +# Constraint Logic + +CoverTable v3 introduces declarative constraints with three-valued (Kleene) logic and forward checking. +This page explains how constraints are evaluated, propagated, and how coverage is guaranteed. + +## Overview + +```mermaid +flowchart TD + subgraph Constructor + A[Parse constraints] --> B[Build pairs] + B --> C[Initial pruning] + C --> C1[storableCheck: direct violations] + C --> C2[forwardCheck: chain violations] + end + + Constructor --> Loop + + subgraph Loop[makeAsync loop] + direction TB + P1[Phase 1: Greedy Selection] + P1 --> SP[setPair] + SP --> EV[evaluate: 3-valued check] + SP --> FC[forwardCheck: propagation] + + P2[Phase 2: Close] + P2 --> BT[Backtracking: fill unfilled factors] + + P3[Phase 3: Rescue] + P3 --> RT[Per-pair retry] + + P1 --> P2 + P2 -->|success| Y[yield row] + P2 -->|failure| P1 + Y -->|incomplete remains| P1 + Y -->|all covered| Done[Done] + P1 -->|no valid pairs| P3 + P3 --> Done + end +``` + +## Three-Valued Evaluation + +Constraints are evaluated under **Kleene three-valued logic**. +When a referenced factor is not yet assigned in the row, the result is `null` rather than `false`. + +| A | B | A AND B | A OR B | NOT A | +|---|---|---------|--------|-------| +| true | true | true | true | false | +| true | false | false | true | false | +| true | null | null | true | null | +| false | true | false | true | true | +| false | false | false | false | true | +| false | null | false | null | true | +| null | true | null | true | null | +| null | false | false | null | null | +| null | null | null | null | null | + +This allows the engine to **reject early** when a constraint is definitively violated, +while **deferring** judgment when information is incomplete. + +```typescript +// Example: IF [Region] = "EU" THEN [Currency] IN {"EUR", "GBP"} +// Expressed as: +{ operator: 'or', conditions: [ + { operator: 'ne', left: 'Region', value: 'EU' }, + { operator: 'in', left: 'Currency', values: ['EUR', 'GBP'] }, +]} + +// Row = { Region: "EU" } β†’ null (Currency not set) +// Row = { Region: "EU", Currency: "USD" } β†’ false (rejected) +// Row = { Region: "EU", Currency: "EUR" } β†’ true (accepted) +// Row = { Region: "US" } β†’ true (Region β‰  EU) +``` + +## Initial Pruning + +Before generation begins, the constructor removes pairs from `incomplete` that can never satisfy constraints. + +**Two-pass pruning:** + +| Pass | Method | Detects | +|------|--------|---------| +| 1 | `storableCheck` | Direct violations β€” the pair's 2 values alone make a constraint `false` | +| 2 | `forwardCheck` | Chain violations β€” constraint propagation reveals an empty domain for some factor | + +``` +Example: 53 constraints, 3849 total pairs + β”œβ”€ storableCheck removes pairs like (Region=JP, Currency=USD) + β”‚ β†’ IF Region=JP THEN Currency IN {JPY} β†’ false + β”‚ + └─ forwardCheck removes pairs like (Language=de, Currency=USD) + β†’ Language=de β†’ Region=EU β†’ Currency ∈ {EUR,GBP} β†’ USD impossible + β†’ 403 pairs pruned, 3446 feasible pairs remain +``` + +## Forward Check (Constraint Propagation) + +When a value is added to a row, `forwardCheck` determines whether remaining factors +can still be filled without violating constraints. + +### Algorithm + +``` +Input: snapshot (row + new pair) + +1. Build domains: for each unfilled factor, domain = all its values +2. Repeat until no change: + a. For each unfilled factor F: + - Try each value v in F's domain + - Set F=v in tempRow, evaluate F's constraints + - If any constraint β†’ false, remove v from domain + - If domain is empty β†’ return false (infeasible) + - If domain shrinks to 1 value β†’ fix it in tempRow, propagate + b. For multi-value domains, check peer factors: + - For each peer P, compute union of P's surviving values + across all candidates of F + - Narrow P's domain to that union +3. Return true (no contradiction found) +``` + +### Propagation Example + +Given constraints: +- C1: `IF [Language] = "de" THEN [Region] = "EU"` +- C2: `IF [Region] = "EU" THEN [Currency] IN {"EUR", "GBP"}` + +When `setPair(Language=de)` is called, the snapshot is `{ Language: "de" }`. + +**Round 1** β€” Region (constraint C1: Language=de requires Region=EU) + +| Candidate | C1 result | Survives | +|-----------|-----------|----------| +| Region=EU | true | Yes | +| Region=NA | false | No | +| Region=AP | false | No | +| Region=SA | false | No | + +Region narrows to `{EU}` (1 value) β†’ fixed in tempRow, triggers re-propagation. + +**Round 2** β€” Currency (constraint C2: Region=EU requires Currency in `{EUR, GBP}`) + +| Candidate | C2 result | Survives | +|-----------|-----------|----------| +| Currency=EUR | true | Yes | +| Currency=USD | false | No | +| Currency=GBP | true | Yes | +| Currency=JPY | false | No | + +Currency narrows to `{EUR, GBP}`. + +**Round 3** β€” No domain changes β†’ done, return `true`. + +### Peer Propagation + +When a domain remains multi-valued (e.g. B = `{10, 20}`), standard propagation stops +because B is not fixed in tempRow. Peer propagation extends this by checking what +each candidate of B forces on other factors. + +Given constraints: +- C1: `A=1 β†’ B IN {10, 20}` +- C2: `B=10 β†’ C=100` +- C3: `B=20 β†’ C=200` + +Snapshot = `{ A=1, C=300 }`. After standard propagation, B = `{10, 20}` (not fixed). + +**Peer check: what does each B candidate allow for C?** + +| B candidate | C surviving values | +|-------------|-------------------| +| B=10 | `{100}` | +| B=20 | `{200}` | +| **Union** | `{100, 200}` | + +C=300 (from snapshot) is not in `{100, 200}` β†’ C's domain is empty β†’ return `false`. + +Without peer propagation, this contradiction would go undetected until `close()` backtracking. + +## Row Construction Pipeline + +Each row goes through a multi-phase pipeline: + +```mermaid +flowchart TD + Start([incomplete pairs remain]) --> G + + subgraph G[Phase 1: Greedy Selection] + G1[Scan incomplete pairs] --> G2{isCompatible?} + G2 -->|no| G1 + G2 -->|yes| G3{storable?} + G3 -->|no| G1 + G3 -->|yes| G4[Score: getNumRemovablePairs] + G4 --> G5[Select best pair] + end + + G5 --> SP + + subgraph SP[setPair] + SP1[Build snapshot] --> SP2{evaluate constraints} + SP2 -->|false| SP5[Reject: add to invalidPairs] + SP2 -->|true/null| SP3{forwardCheck} + SP3 -->|infeasible| SP5 + SP3 -->|ok| SP4[Commit pair to row] + end + + SP4 -->|row not full| G + SP5 -->|try next pair| G + SP4 -->|row full| CL + + subgraph CL[Phase 2: Close] + CL1[Fill unfilled factors] --> CL2{storable?} + CL2 -->|yes| CL3[Next factor] + CL2 -->|no| CL4[Backtrack] + CL3 --> CL5{All filled?} + CL5 -->|no| CL1 + end + + CL5 -->|yes| Y[consumePairs + yield row] + CL4 -->|exhausted| F[Mark invalidPairs] + F --> G + + Y -->|incomplete remains| Start + Y -->|all covered| Done([Done]) + + Start -->|greedy exhausted| R + + subgraph R[Phase 3: Rescue] + R1[Try each remaining pair] --> R2[setPair + close] + R2 -->|success| R3[yield row] + R2 -->|failure| R1 + end + + R --> Done +``` + +## Statistics + +After generation, `Controller.stats` provides coverage diagnostics: + +| Field | Type | Description | +|-------|------|-------------| +| `totalPairs` | `number` | All factor-value pair combinations before pruning | +| `prunedPairs` | `number` | Pairs removed by constraint-based initial pruning | +| `coveredPairs` | `number` | Pairs successfully covered in generated rows | +| `progress` | `number` | Coverage ratio: `coveredPairs / (totalPairs - prunedPairs)` | +| `rowCount` | `number` | Number of generated rows | +| `uncoveredPairs` | `UncoveredPair[]` | Pairs that could not be covered (with related constraint indices) | +| `completions` | `Record>` | How many times each factor-value was filled by close() | + +```typescript +const ctrl = new Controller(factors, { constraints }); +const rows = ctrl.make(); + +console.log(ctrl.stats); +// { +// totalPairs: 3849, +// prunedPairs: 403, +// coveredPairs: 3446, +// progress: 1, +// rowCount: 64, +// uncoveredPairs: [], +// completions: { +// TaxMode: { Inclusive: 38, Exclusive: 5 }, +// Browser: { Chrome: 38, Safari: 4 }, +// ... +// } +// } +``` + +### Reading the Statistics + +- **`progress < 1`** means some feasible pairs were not covered. Check `uncoveredPairs` for details. +- **High `completions` count** for a factor means it is heavily constrained (close() fills it, not greedy). +- **`prunedPairs`** reflects how many pair combinations are impossible due to constraints. + `totalPairs - prunedPairs` gives the number of feasible pairs. + +## Coverage Guarantee + +CoverTable guarantees **N-wise coverage for all feasible pairs**: + +``` +feasible pairs = totalPairs - prunedPairs + +if progress = 1.0: + β†’ All feasible pairs are covered in the output rows + β†’ No constraint violations in any row + +if progress < 1.0: + β†’ make() throws NeverMatch with diagnostic info + β†’ Controller.stats.uncoveredPairs lists what couldn't be covered +``` + +:::info +The `make()` convenience function throws `NeverMatch` when coverage is incomplete. +Use `Controller.make()` directly if you want to handle incomplete coverage without exceptions. +::: + +## Constraint Types + +| Type | Example | Description | +|------|---------|-------------| +| `eq` | `{ operator: 'eq', left: 'A', value: 1 }` | Equality with literal | +| `eq` (right) | `{ operator: 'eq', left: 'A', right: 'B' }` | Equality with another field | +| `ne` | `{ operator: 'ne', left: 'A', value: 1 }` | Inequality | +| `gt`, `lt`, `gte`, `lte` | `{ operator: 'gt', left: 'A', value: 5 }` | Comparison operators | +| `in` | `{ operator: 'in', left: 'A', values: [1,2,3] }` | Set membership | +| `not` | `{ operator: 'not', condition: ... }` | Logical negation | +| `and` | `{ operator: 'and', conditions: [...] }` | Logical AND (all must hold) | +| `or` | `{ operator: 'or', conditions: [...] }` | Logical OR (at least one) | +| `custom` | `{ operator: 'custom', keys: ['A','B'], evaluate: fn }` | Escape hatch | + +### Expressing IF-THEN + +PICT-style `IF [A] = x THEN [B] = y` is expressed as: + +```typescript +// IF A THEN B ≑ NOT A OR B +{ operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 'x' }, // NOT A + { operator: 'eq', left: 'B', value: 'y' }, // B +]} +``` + +### Custom Comparer + +Override comparison behavior for specific operators: + +```typescript +const comparer = { + eq: (a, b) => String(a).toLowerCase() === String(b).toLowerCase(), +}; + +const ctrl = new Controller(factors, { constraints, comparer }); +``` diff --git a/docs/contents/development/python.mdx b/docs/contents/development/python.mdx new file mode 100644 index 0000000..a7eb225 --- /dev/null +++ b/docs/contents/development/python.mdx @@ -0,0 +1,29 @@ +--- +sidebar_position: 2 +title: Python +--- + +# Python Development + +The Python implementation lives in `python/`. It provides the same pairwise generation algorithm as the TypeScript version. + +## Setup + +```bash +cd python +pip install -e . +pip install -r dev_requirements.txt +``` + +## Testing + +```bash +pytest +``` + +## Build & Publish + +```bash +python -m build +twine upload dist/* +``` diff --git a/docs/contents/development/typescript.mdx b/docs/contents/development/typescript.mdx new file mode 100644 index 0000000..188a988 --- /dev/null +++ b/docs/contents/development/typescript.mdx @@ -0,0 +1,41 @@ +--- +sidebar_position: 1 +title: TypeScript +--- + +# TypeScript Development + +The TypeScript implementation lives in `typescript/`. It uses [pnpm](https://pnpm.io/) as the package manager and [Vite](https://vitejs.dev/) (library mode) for building. + +## Setup + +```bash +cd typescript +pnpm install +``` + +## Testing + +```bash +pnpm test +``` + +## Build + +```bash +pnpm build +``` + +This produces dual ESM and CJS outputs in `dist/`, along with rolled-up TypeScript declaration files. Two entry points are emitted: + +- `covertable` β€” the core `make` / `makeAsync` API. +- `covertable/pict` β€” the `PictModel` class and `weightsByValue` helper, in a separate chunk so consumers who do not need PICT support do not pay for it. + +## Publish + +```bash +# pnpm login +pnpm build +pnpm version patch +pnpm publish +``` diff --git a/docs/contents/history/index.mdx b/docs/contents/history/index.mdx new file mode 100644 index 0000000..0d21ec7 --- /dev/null +++ b/docs/contents/history/index.mdx @@ -0,0 +1,14 @@ +--- +sidebar_position: 1 +title: History +--- + +# History + +Release notes for each major version of CoverTable. + +- [v3.x](./v3) β€” Current major release with declarative constraints, forward checking, and full PICT compatibility +- [v2.x](./v2) β€” Added PictConstraintsLexer, performance improvements, makeAsync +- [v1.x](./v1) β€” Initial release + +For upgrade instructions, see the [Migration Guide](./migration). diff --git a/docs/contents/history/migration.mdx b/docs/contents/history/migration.mdx new file mode 100644 index 0000000..aabfe45 --- /dev/null +++ b/docs/contents/history/migration.mdx @@ -0,0 +1,167 @@ +--- +sidebar_position: 5 +title: Migration Guide +--- + +# Migration Guide + +## v2 β†’ v3 + +### Renamed options + +| v2 | v3 | Notes | +|----|------|-------| +| `length` | `strength` | Semantics unchanged | +| `seed` | `salt` | Freed `seed` for PICT-style seeding (now `presets`) | + +```typescript +// v2 +make(factors, { length: 3, seed: 42 }); + +// v3 +make(factors, { strength: 3, salt: 42 }); +``` + +### Default export removed + +```typescript +// v2 +import make from "covertable"; + +// v3 +import { make } from "covertable"; +``` + +### `preFilter` / `postFilter` β†’ `constraints` + +`preFilter` and `postFilter` accepted opaque functions. v3 replaces them with declarative `constraints` that the engine can analyze for three-valued logic and forward checking. + +```typescript +// v2 β€” opaque function +make(factors, { + preFilter: (row) => !(row.machine === "iPhone" && row.os !== "iOS"), +}); + +// v3 β€” declarative constraint (IF machine=iPhone THEN os=iOS) +make(factors, { + constraints: [ + { operator: 'or', conditions: [ + { operator: 'ne', left: 'machine', value: 'iPhone' }, + { operator: 'eq', left: 'os', value: 'iOS' }, + ]}, + ], +}); + +// v3 β€” same thing with Constraint shortcuts +import { Constraint } from "covertable/shortcuts"; +const c = new Constraint(); + +make(factors, { + constraints: [ + c.or(c.ne("$machine", "iPhone"), c.eq("$os", "iOS")), + ], +}); + +// v3 β€” or wrap the original function with c.fn() +make(factors, { + constraints: [ + c.fn(["machine", "os"], (row) => !(row.machine === "iPhone" && row.os !== "iOS")), + ], +}); +``` + +`c.fn()` is the quickest migration path β€” wrap the existing `preFilter` function as-is, just add the list of fields it depends on (`requires`). The engine will defer evaluation until those fields are set. + +:::info[Why declarative?] +Declarative constraints allow the engine to: +- Evaluate under three-valued (Kleene) logic β€” `null` when a field is not yet set +- Prune infeasible pairs before generation (initial pruning) +- Propagate constraint chains via forward checking +- Detect unsolvable combinations early instead of silently dropping rows + +See [Constraint Logic](/development/constraint-logic) for details. +::: + +### Replacing `postFilter` + +`postFilter` removed rows **after** generation, which meant coverage was not guaranteed. In v3 there is no direct equivalent β€” use `constraints` instead whenever possible, as they maintain coverage. + +If you still need to drop rows after generation (accepting the coverage loss), simply filter the result: + +```typescript +// v2 +make(factors, { + postFilter: (row) => !(row.os === "iOS" && row.browser !== "Safari"), +}); + +// v3 β€” filter after generation +const ctrl = new Controller(factors); +const rows = ctrl.make().filter( + (row) => !(row.os === "iOS" && row.browser !== "Safari") +); + +// Note: ctrl.stats still reflects the pre-filter state. +// The filtered rows may no longer satisfy full pairwise coverage. +``` + +:::warning +Post-filtering removes rows without compensating for lost pair coverage. Prefer declarative `constraints` which guide generation to avoid those rows in the first place. +::: + +### `PictConstraintsLexer` β†’ `PictModel` + +```typescript +// v2 +import { PictConstraintsLexer } from "covertable"; + +// v3 +import { PictModel } from "covertable/pict"; +const model = new PictModel(pictText); +const rows = model.make(); +``` + +`PictModel` handles the full PICT model format: parameters, sub-models, constraints, weights, aliases, and invalid values. + +### `PictModel.errors` β†’ `PictModel.issues` + +```typescript +// v2 +model.errors; // string[] + +// v3 +model.issues; // PictModelIssue[] +// Each issue has: severity, source, index, line, message +``` + +### New: `Controller.stats` + +v3 exposes generation statistics via `Controller`: + +```typescript +import { Controller } from "covertable"; + +const ctrl = new Controller(factors, options); +const rows = ctrl.make(); +console.log(ctrl.stats.progress); // 1 = 100% coverage +console.log(ctrl.stats.prunedPairs); // pairs removed by constraints +console.log(ctrl.stats.uncoveredPairs); // [] when fully covered +``` + +The `make()` convenience function throws `NeverMatch` if coverage is incomplete. Use `Controller.make()` directly to handle this without exceptions. + +## v1 β†’ v2 + +### `sorter` split into `sorter` + `criterion` + +```typescript +// v1 +make(factors, { sorter: "greedy" }); + +// v2 +import { sorters, criteria } from "covertable"; +make(factors, { sorter: sorters.hash, criterion: criteria.greedy }); +``` + +### Sequential sorter removed + +The sequential sorter was dropped in v2 due to the potential for huge numbers of combinations. Use `sorters.hash` or `sorters.random` instead. diff --git a/docs/contents/history/v1.mdx b/docs/contents/history/v1.mdx new file mode 100644 index 0000000..7746320 --- /dev/null +++ b/docs/contents/history/v1.mdx @@ -0,0 +1,15 @@ +--- +sidebar_position: 4 +title: v1.x +--- + +# v1.x + +## 1.1.x + +- The greedy sorter was improved in both implementations. + - Speed has been increased. + +## 1.0.x + +- First release. diff --git a/docs/contents/history/v2.mdx b/docs/contents/history/v2.mdx new file mode 100644 index 0000000..8ef489e --- /dev/null +++ b/docs/contents/history/v2.mdx @@ -0,0 +1,36 @@ +--- +sidebar_position: 3 +title: v2.x +--- + +# v2.x + +## 2.4.x + +- Fixed an issue where preFilter was evaluating and excluding incomplete elements. +- Type names are now unified with the `Type` suffix. + +## 2.3.x + +- `PictConstraintsLexer` was added. ([#37](https://github.com/walkframe/covertable/pull/37)) + - A lexer designed to parse PICT constraints. + - Parses constraints written in the PICT format, enabling the evaluation of complex conditions. + - The parsed constraints are used in the `make` function to dynamically filter generated combinations. + +## 2.2.x + +- Speed is increased by expressing combinations of elements as a product of prime numbers. +- Added `SuggestRowType` to infer the row type. + +## 2.1.x + +- Speed up processing speed by pre-sorting target pairs. +- Added `makeAsync` function to generate combinations sequentially. + +## 2.0.x + +- The `sorter` option was split into `sorter` and `criterion`. + - e.g., greedy β†’ hash sorter + greedy criterion. +- The `greedy` method is much faster than before. +- The `greedy` method now includes a `tolerance` option to balance speed and results. +- The sequential sorter was dropped due to the potential for huge numbers of combinations. diff --git a/docs/contents/history/v3.mdx b/docs/contents/history/v3.mdx new file mode 100644 index 0000000..ef4dedf --- /dev/null +++ b/docs/contents/history/v3.mdx @@ -0,0 +1,64 @@ +--- +sidebar_position: 2 +title: v3.x +--- + +# v3.x + +Major release with breaking changes, declarative constraints, and full PICT-format model support. + +## Breaking Changes + +- The `length` option has been renamed to `strength`. +- The `seed` option (used by `sorters.hash`) has been renamed to `salt`. +- The default export has been removed. Use `import { make } from "covertable"` instead of `import make from "covertable"`. +- `PictConstraintsLexer` is no longer exported. Use the new [`PictModel`](/reference/pict) class instead. +- `PictModel.errors` (`string[]`) has been replaced with `PictModel.issues` (`PictModelIssue[]`). Each issue carries `severity`, `source`, `index`, `line`, and `message`. +- `preFilter` and `postFilter` have been replaced by declarative `constraints`. See [Constraint Logic](/development/constraint-logic) and [Migration Guide](./migration). + +## Why replace `preFilter` with `constraints`? + +`preFilter` was a simple, flexible callback β€” you could write any JavaScript/Python function to accept or reject a row. So why give up that freedom? + +The problem is that `preFilter` is a **black box**. The engine can only call it and observe `true` or `false`. It cannot reason about *why* a row was rejected, *which fields* the filter depends on, or *whether a partial row could ever satisfy it*. This leads to: + +- **Blind trial and error** β€” The engine must try every candidate and discard failures. With many constraints and factors, this becomes extremely slow. +- **No early pruning** β€” Even when a pair like `(Region=US, Currency=EUR)` is obviously impossible, the engine cannot detect this until the row is fully filled. +- **No constraint propagation** β€” Chain constraints (e.g. `Language=ja β†’ Region∈{JP,APAC}` β†’ `Currency∈{JPY,USD}`) cannot be followed ahead of time, leading to dead-end rows that waste computation. + +Declarative `constraints` solve this by giving the engine **visibility into the constraint structure**: + +- **Three-valued logic** β€” When a referenced field is not yet set, the result is `null` (unknown) rather than `false`. The engine can defer judgment instead of rejecting prematurely. +- **`extractKeys()`** β€” Each constraint declares its dependencies, so the engine only re-evaluates constraints when relevant fields change. +- **Forward checking** β€” Before committing a pair, the engine prunes the domains of unfilled factors. If any domain becomes empty, the pair is rejected without filling the entire row. +- **Initial pruning** β€” Infeasible pairs are detected and removed before generation even starts, reducing the search space. + +The result: a 22-factor, 53-constraint model (`heavy.pict`) that would churn for minutes with `preFilter` now completes in seconds with 100% pairwise coverage. + +`preFilter` / `postFilter` still work for backward compatibility, but `constraints` is the recommended approach for v3. + +## New Features + +- **Declarative constraints** β€” The new `constraints` option accepts `Condition[]` objects evaluated under Kleene three-valued logic. Replaces opaque `preFilter` functions with structured, analyzable constraint trees. +- **Forward checking** β€” Constraint propagation prunes infeasible pairs before and during generation. Detects constraint chain conflicts (e.g. `Language=de` β†’ `Region=EU` β†’ `Currency IN {EUR,GBP}`). +- **Peer propagation** β€” Extends forward checking to handle multi-value domain bottlenecks. +- **Controller.stats** β€” Generation statistics including `totalPairs`, `prunedPairs`, `coveredPairs`, `progress`, `rowCount`, `uncoveredPairs`, and `completions`. +- **`PictModel`** β€” Parses a complete PICT-format model (parameters, sub-models, constraints, invalid values, weights) and generates rows directly. Exported from `covertable/pict`. +- **Sub-models** β€” The `subModels` option (and PICT `{ A, B } @ N` syntax) lets you apply a different N-wise strength to a specific group of factors. +- **Weights** β€” The `weights` option (and PICT `value (N)` syntax) biases value selection during the row-completion phase. +- **Presets** β€” The `presets` option lets you specify rows that must appear in the output. Equivalent to PICT's `/e:file` seeding feature. +- **Invalid values** β€” PICT's `~value` syntax marks values as negative-test inputs. At most one invalid value per row. Output includes `~` prefix. +- **Aliases** β€” PICT's `value | alias` syntax lets you refer to a value by multiple names in constraints. +- **Unconditional constraints** β€” PICT-style invariants without an `IF` clause (e.g. `[A] <> [B];`). +- **`caseInsensitive` option** β€” `PictModel` matches PICT's default case-insensitive behavior. +- **`weightsByValue` helper** β€” Convert value-keyed weights into index-keyed form. +- **Custom comparer** β€” Override comparison operators for constraint evaluation. +- **Rescue phase** β€” Remaining uncovered pairs are retried individually after greedy + close. +- **NeverMatch with diagnostics** β€” When `make()` can't cover all pairs, it throws `NeverMatch` with `uncoveredPairs` detailing which pairs failed and which constraints are involved. + +## Tooling + +- Build system migrated from webpack to Vite (library mode, dual ESM/CJS output). +- Package manager switched to pnpm. +- TypeScript upgraded to 5.x. +- Interactive [Compatible PICT](/tools/pict) online tool with Web Worker support. diff --git a/docs/contents/index.mdx b/docs/contents/index.mdx new file mode 100644 index 0000000..989104e --- /dev/null +++ b/docs/contents/index.mdx @@ -0,0 +1,152 @@ +--- +slug: / +sidebar_position: 1 +title: Getting Started +--- + +# CoverTable + +
+ npm version + CI + codecov + GitHub stars +
+ +**CoverTable** is a powerful tool for generating pairwise (and N-wise) combinations of input factors, designed for both **Node.js** and **browser** environments. It makes it easy to create comprehensive test cases that cover all factor interactions while keeping the number of test cases minimal. + +:::tip[What is Pairwise Testing?] +Pairwise testing is a combinatorial testing technique that generates test cases covering all possible pairs of input parameters. Instead of testing every combination (which can be enormous), pairwise testing ensures that every pair of factor values appears in at least one test case, dramatically reducing the number of required tests while maintaining high defect detection rates. +::: + +## Installation + +```bash +npm install covertable --save +``` + +## Quick Start + +### Array format + +Pass an array of factor arrays to get results as arrays: + +```typescript +import { make } from "covertable"; + +const machine = ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"]; +const os = ["iOS", "Android"]; +const browser = ["FireFox", "Chrome", "Safari"]; + +const rows = make([machine, os, browser]); +console.log(rows); +``` + +**Output:** +```javascript +[ + [ 'Pixel', 'iOS', 'Chrome' ], + [ 'ZenFone', 'iOS', 'FireFox' ], + [ 'Pixel', 'Android', 'Safari' ], + [ 'Galaxy', 'Android', 'Chrome' ], + [ 'XPERIA', 'Android', 'FireFox' ], + [ 'Pixel', 'iOS', 'FireFox' ], + [ 'iPhone', 'iOS', 'Safari' ], + [ 'Galaxy', 'iOS', 'Safari' ], + [ 'XPERIA', 'iOS', 'Chrome' ], + [ 'ZenFone', 'Android', 'Chrome' ], + [ 'Galaxy', 'iOS', 'FireFox' ], + [ 'iPhone', 'Android', 'Chrome' ], + [ 'iPhone', 'iOS', 'FireFox' ], + [ 'ZenFone', 'iOS', 'Safari' ], + [ 'XPERIA', 'iOS', 'Safari' ] +] +``` + +### Object format + +Pass an object of named factors to get results as objects: + +```typescript +import { make } from "covertable"; + +const rows = make({ + machine: ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"], + os: ["iOS", "Android"], + browser: ["FireFox", "Chrome", "Safari"], +}); + +console.log(rows); +// [ +// { machine: 'Pixel', os: 'iOS', browser: 'Chrome' }, +// { machine: 'ZenFone', os: 'iOS', browser: 'FireFox' }, +// ... +// ] +``` + +:::info +When factors are given as an **object**, each result row will also be an object with the same keys. +::: + +## Controller and Statistics + +The `make` function is a convenient shortcut. For access to generation statistics, use `Controller` directly: + +```typescript +import { Controller } from "covertable"; + +const factors = { machine, os, browser }; +const ctrl = new Controller(factors, { constraints: [...] }); +const rows = ctrl.make(); + +console.log(ctrl.stats); +// { +// totalPairs: 30, // all pairs before pruning +// prunedPairs: 4, // removed by constraint propagation +// coveredPairs: 26, // pairs covered in output rows +// progress: 1, // coverage ratio (1 = 100%) +// rowCount: 8, // number of generated rows +// uncoveredPairs: [], // pairs that couldn't be covered +// completions: { ... } // values filled by backtracking +// } +``` + +See [Constraint Logic](/development/constraint-logic#statistics) for full details on each field. + +## Async Generation + +Use `makeAsync` to generate rows one at a time via a generator: + +```typescript +import { makeAsync } from "covertable"; + +const machine = ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"]; +const os = ["iOS", "Android"]; +const browser = ["FireFox", "Chrome", "Safari"]; + +for (const row of makeAsync([machine, os, browser])) { + console.log(row); +} +``` + +## Requirements + +ES2015 or later. The following features are used: + +- [Generator](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Iterators_and_Generators) +- [for...of](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/for...of) +- [Map](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) +- [Set](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Set) +- [Object.keys](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/keys) +- [Object.entries](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/entries) + +## Next Steps + +- Learn about [**Options**](./reference/options) including constraints, sorters, criteria, sub-models, and weights +- Use the [**PictModel**](./reference/pict) to parse and run full PICT-format models (parameters + constraints + sub-models + invalid values + weights) +- Try the [**Compatible PICT**](/tools/pict) tool +- Check the [**History**](./history/) for release notes and [**Migration Guide**](./history/migration) + +:::caution[Migrating from v2] +v3 introduces breaking changes including renamed options, declarative constraints replacing `preFilter`/`postFilter`, and a new `PictModel` class. See the [**Migration Guide**](./history/migration) for full details. +::: diff --git a/docs/contents/reference/options.mdx b/docs/contents/reference/options.mdx new file mode 100644 index 0000000..96cab65 --- /dev/null +++ b/docs/contents/reference/options.mdx @@ -0,0 +1,198 @@ +--- +sidebar_position: 1 +title: Options +--- + +# Options + +The `make` function accepts an options object as its second argument: + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `strength` | `number` | `2` | Number of factors to be covered (N-wise). | +| `subModels` | `SubModelType[]` | `undefined` | Apply a different combination strength to a specific group of factors. | +| `weights` | `WeightsType` | `undefined` | Index-keyed weights that bias value selection during row completion. | +| `presets` | `PresetRowType[]` | `undefined` | Rows that must be included in the output. Equivalent to PICT's seeding feature. | +| `constraints` | `Expression[]` | `undefined` | Declarative constraints evaluated under three-valued logic. | +| `comparer` | `Comparer` | `undefined` | Custom comparison functions for constraint evaluation. | +| `sorter` | `Function` | `sorters.hash` | Determines the order of combinations. | +| `criterion` | `Function` | `criteria.greedy` | Determines the algorithm for generating combinations. | +| `salt` | `string \| number` | `""` | Value mixed into `sorters.hash` to control the ordering of pairs. | +| `tolerance` | `number` | `0` | Tolerance used by `criteria.greedy` to trade optimality for speed. | + +See also: [PictModel](./pict) for the PICT-compatible model parser, or [Constraint Shortcuts](/reference/shortcuts/constraint) for a concise constraint builder API. + +--- + +## `strength` + +Number of factors to be covered. Default is `2` (pairwise). + +:::caution +The more `strength` increases, the more the number of combinations increases exponentially. Use values greater than 2 only when truly needed. +::: + +:::info[Renamed from `length`] +In versions prior to 3.0, this option was called `length`. The semantics are unchanged. +::: + +## `subModels` + +`subModels` lets you apply a different N-wise strength to a specific group of factors, while the rest of the factors stay at the default `strength`. This is the same concept as PICT's [sub-models](https://github.com/microsoft/pict/blob/main/doc/pict.md#sub-models). + +```typescript +import { make } from "covertable"; + +const factors = { + PLATFORM: ["Win", "Mac", "Linux"], + CPUS: ["1", "2", "4"], + RAM: ["512", "1024"], + HDD: ["SATA", "SSD"], +}; + +make(factors, { + strength: 2, + subModels: [ + { fields: ["PLATFORM", "CPUS", "RAM"], strength: 3 }, + ], +}); +``` + +In this example: +- All combinations of `PLATFORM`, `CPUS`, and `RAM` are covered at strength 3. +- Pairs that span the sub-model and other factors (e.g. `PLATFORM x HDD`) are still covered at the default strength of 2. + +## `weights` + +`weights` biases the **completion phase** β€” the moment CoverTable picks a value to fill in a column once all required pairs have been satisfied. Higher-weighted values are tried first, so they tend to appear in more rows. + +```typescript +import { make } from "covertable"; + +const factors = { + OS: ["Windows", "Linux", "Mac"], + Browser: ["Chrome", "Firefox", "Safari"], +}; + +make(factors, { + weights: { + Browser: { 0: 10 }, // index 0 = "Chrome" gets weight 10 (default is 1) + }, +}); +``` + +The keys of the inner object are **indices into the factor's value array**. To express weights by value instead, use the [`weightsByValue`](./pict#weightsbyvalue) helper from `covertable/pict`. + +:::info[How weights interact with coverage] +Weights only affect the **completion phase**. The pairwise (or N-wise) coverage requirement is always satisfied first; weights only influence which values are picked when the algorithm has free choice. Setting a weight does not change the minimum number of generated rows. +::: + +## `presets` + +`presets` lets you specify rows that **must appear in the output**. CoverTable processes them before normal generation, so the pairs they cover are subtracted from the work that the generator has to do β€” often reducing the total number of generated rows. + +```typescript +import { make } from "covertable"; + +const factors = { + OS: ["iOS", "Android"], + Browser: ["Safari", "Chrome", "Firefox"], + Locale: ["en", "ja", "fr"], +}; + +make(factors, { + presets: [ + { OS: "iOS", Browser: "Safari", Locale: "en" }, + { OS: "Android", Browser: "Chrome" }, + { Browser: "Firefox" }, + ], +}); +``` + +**Behavior:** + +| Case | Result | +|------|--------| +| Full row, satisfies constraints | Output as-is, covered pairs are consumed | +| Partial row, can be completed within constraints | Completed via the normal fill-in logic, then output | +| Row violates constraints (or contains an unknown value) | Silently dropped | +| Row cannot be completed (e.g. constraints leave no valid filler) | Silently dropped | + +:::info[Equivalent to PICT's seeding (`/e:file`)] +PICT calls this feature **seeding** and reads the seed rows from a tab-separated file via the `/e:file.txt` CLI option. CoverTable's `presets` is the same concept, expressed as plain JavaScript objects so you can compose them programmatically. +::: + +## `constraints` + +Declarative constraints evaluated under Kleene three-valued logic. See [Constraint Logic](/development/constraint-logic) for full documentation. + +```typescript +make(factors, { + constraints: [ + // IF machine = iPhone THEN os = iOS + { operator: 'or', conditions: [ + { operator: 'ne', left: 'machine', value: 'iPhone' }, + { operator: 'eq', left: 'os', value: 'iOS' }, + ]}, + ], +}); +``` + +:::tip +Writing constraint objects by hand can be verbose. The [`Constraint` shortcut class](/reference/shortcuts/constraint) provides a concise builder API: + +```typescript +import { Constraint } from "covertable/shortcuts"; +const c = new Constraint(); + +make(factors, { + constraints: [ + c.or(c.ne("$machine", "iPhone"), c.eq("$os", "iOS")), + ], +}); +``` +::: + +## `sorter` + +Determines the order in which combinations are generated. + +| Sorter | Description | +|--------|-------------| +| `sorters.hash` | Uses a hash-based method for **reproducible** results. Accepts a `salt` option. **(default)** | +| `sorters.random` | Generates **different** combinations each time. Fastest option. | + +```typescript +import { make, sorters } from "covertable"; + +make(factors, { sorter: sorters.hash, salt: 42 }); +make(factors, { sorter: sorters.random }); +``` + +:::tip[Salt for Reproducibility] +When using `sorters.hash`, the `salt` option controls the ordering of unstored pairs. When the combination of factors and salt are the same, CoverTable **reproduces the same result set**. Changing the salt is the easiest way to explore alternative orderings without changing the input factors. +::: + +:::info[Renamed from `seed`] +In versions prior to 3.0, this option was called `seed`. It was renamed to `salt` to avoid confusion with the PICT-style _seeding_ feature (rows that must be included in the output). +::: + +## `criterion` + +Determines the efficiency of the covering algorithm. + +| Criterion | Description | +|-----------|-------------| +| `criteria.greedy` | Attempts to **minimize** the number of combinations, but is more time-intensive. **(default)** | +| `criteria.simple` | **Quickly** generates combinations, but may produce more rows. | + +```typescript +import { make, criteria } from "covertable"; + +make(factors, { criterion: criteria.greedy }); +make(factors, { criterion: criteria.simple }); +``` + +:::info[Greedy Tolerance] +The `criteria.greedy` criterion accepts a `tolerance` option to balance speed and result quality. Higher tolerance trades optimality for faster execution. +::: diff --git a/docs/contents/reference/pict.mdx b/docs/contents/reference/pict.mdx new file mode 100644 index 0000000..19ab0db --- /dev/null +++ b/docs/contents/reference/pict.mdx @@ -0,0 +1,231 @@ +--- +sidebar_position: 3 +title: PictModel +--- + +# PictModel + +`PictModel` parses a complete PICT-format model β€” parameters, sub-models, and constraints β€” into a single object that can directly generate rows. It is exported from a separate entry point so it does not bloat the bundle of consumers who only need `make`. + +:::warning[PICT superset] + +CoverTable's model format is a **superset of Microsoft PICT**. It extends the original syntax with features such as arithmetic expressions (`[A] * [B] > 100`, `([A] + 1) * [B] <= 500`), comment lines (`#`) in the constraint section, and the `~` negative-value prefix in output. + +Models written for CoverTable **may not run in the original PICT tool** if they use these extensions. If you need compatibility with Microsoft PICT, avoid using arithmetic operators and other extended syntax in your constraints. + +::: + +```typescript +import { PictModel } from "covertable/pict"; + +const model = new PictModel(` +Type: Single, Span, Stripe, Mirror, RAID-5 +Size: 10, 100, 500, 1000, 5000, 10000, 40000 +Format method: Quick, Slow +File system: FAT, FAT32, NTFS +Cluster size: 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 +Compression: On, Off + +IF [File system] = "FAT" THEN [Size] <= 4096; +IF [File system] = "FAT32" THEN [Size] <= 32000; +`); + +const rows = model.make(); +``` + +## Constructor + +```typescript +new PictModel(input: string, options?: PictModelOptions) +``` + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `caseInsensitive` | `boolean` | `true` | When `true` (default, matching PICT), constraint comparisons and alias lookups ignore case. | +| `strict` | `boolean` | `false` | When `true`, the constructor throws `PictModelError` if any error-severity issue is collected. | + +The input string is split into three sections: +1. **Parameters** β€” `Name: value1, value2, ...` +2. **Sub-models** β€” `{ A, B, C } @ N` +3. **Constraints** β€” `IF [P] = "x" THEN [Q] = "y";` or unconditional `[P] <> [Q];` + +## Properties + +| Property | Type | Description | +|----------|------|-------------| +| `parameters` | `Record` | Parsed parameter values (canonical form, with aliases removed). | +| `subModels` | `SubModelType[]` | Parsed sub-model definitions. | +| `constraints` | `(FilterType \| null)[]` | Parsed constraint filters. `null` entries indicate parse failure. | +| `negatives` | `Map>` | Values prefixed with `~` (invalid / negative-test values) per parameter. | +| `weights` | `Record>` | Weights extracted from `(N)` syntax. | +| `issues` | `PictModelIssue[]` | All issues collected during parsing. | +| `progress` | `number` | Coverage progress (0 to 1) during generation. | +| `stats` | `ControllerStats \| null` | Generation statistics (available after `make`/`makeAsync`). | + +## Issues + +```typescript +interface PictModelIssue { + severity: "error" | "warning"; + source: "factor" | "subModel" | "constraint"; + index: number; // 0-based index within the source + line: number; // 1-based line number in the original input + message: string; +} +``` + +```typescript +const model = new PictModel(` +A: 1, 2 +Empty: +`); +model.issues; +// [{ severity: "error", source: "factor", index: 1, line: 3, +// message: 'No values for parameter "Empty"' }] +``` + +## Methods + +| Method | Description | +|--------|-------------| +| `filter(row)` | Returns `true` if the row satisfies all constraints **and** has at most one invalid value. | +| `make(options?)` | Generates rows with the model's parameters, constraints, sub-models, and weights. Accepts the same options as the top-level `make`. | +| `makeAsync(options?)` | Generator version of `make`. | + +## Supported PICT Syntax + +| Feature | Example | Notes | +|---------|---------|-------| +| **Parameter** | `Type: Single, Span, Stripe` | Basic parameter declaration. | +| **Comment** | `# this is a comment` | Lines starting with `#` are skipped. | +| **Quoted strings** | `Msg: "hello, world"` | Required for values containing commas. | +| **Parameter reference** | `B: , extra` | Expands to all of parameter `A`'s values. | +| **Aliases** | `OS: Windows \| Win, Linux` | First value is canonical. Aliases work in constraints. | +| **Invalid values** | `Type: Valid, ~Invalid` | Negative-test value. At most one per row. Output includes `~` prefix. | +| **Weights** | `Browser: Chrome (10), Firefox` | Biases value selection during completion. | +| **Sub-models** | `{ A, B, C } @ 3` | Different N-wise strength for listed parameters. | +| **Conditional** | `IF [A] = 1 THEN [B] = 2;` | Standard PICT-style conditional constraints. | +| **Unconditional** | `[A] <> [B];` | Always-applied invariants. | +| **Comparisons** | `=`, `<>`, `>`, `<`, `>=`, `<=`, `IN`, `LIKE` | All standard PICT operators. | +| **Logical** | `AND`, `OR`, `NOT` | With parentheses for grouping. | + +## Invalid Values (`~`) + +When a value is prefixed with `~`, it is treated as a value that should appear in tests **only one at a time**. PictModel automatically rejects rows containing two or more invalid values. The `~` prefix is preserved in output rows. + +```typescript +const model = new PictModel(` +Age: 20, 30, ~-1, ~999 +Country: Japan, USA, ~"Mars" +`); + +const rows = model.make(); +// { Age: 20, Country: "Japan" } β€” both valid +// { Age: "~-1", Country: "Japan" } β€” Age is invalid, Country is valid +// { Age: 20, Country: "~Mars" } β€” Age is valid, Country is invalid +// { Age: "~-1", Country: "~Mars" } β€” REJECTED (two invalid values) +``` + +## Aliases + +Aliases provide alternative names for the same value. The first name is canonical (appears in output), while alternates are accepted in constraints. + +```typescript +const model = new PictModel(` +OS: "Windows 10" | Win10, "Mac OS" | Mac, Linux +Result: pass, fail + +IF [OS] IN {"Win10", "Mac"} THEN [Result] = "pass"; +`); +``` + +## `weightsByValue` + +A helper that converts a value-keyed weight map into the index-keyed form expected by `weights`. + +```typescript +import { make } from "covertable"; +import { weightsByValue } from "covertable/pict"; + +const factors = { + Browser: ["Chrome", "Firefox", "Safari"], +}; + +make(factors, { + weights: weightsByValue(factors, { + Browser: { Chrome: 10, Safari: 5 }, + }), + // equivalent to: weights: { Browser: { 0: 10, 2: 5 } } +}); +``` + +:::tip[Try it interactively] +Try the [**Compatible PICT**](/tools/pict) tool to experiment with the constraint syntax in your browser. +::: + +## Differences from the Original PICT + +CoverTable's `PictModel` accepts PICT-format input, but the underlying engine works differently from the original PICT tool developed by Microsoft. + +### Generation Algorithm + +| | Original PICT | CoverTable | +|---|---|---| +| **Greedy strategy** | Picks the combination with the most uncovered (OPEN) slots in a bitvector, then selects a value that maximizes globally covered pairs | Scores each uncovered pair by how many other uncovered pairs it would cover when added to the current row | +| **Value selection** | `PickValue()` maximizes `complete` (fully-bound combinations) then `totalZeros` (global coverage) | Greedy selects full pairs; remaining factors are filled by `close()` using depth-first backtracking | +| **Tie-breaking** | `rand()` with a configurable seed | Deterministic hash (FNV1a32) of pair indices + `salt` string | + +### Constraint Processing + +| | Original PICT | CoverTable | +|---|---|---| +| **Approach** | Pre-compiles constraints into explicit exclusion sets before generation | Evaluates constraints at runtime using three-valued (Kleene) logic | +| **Internal form** | `IF [A]="x" THEN [B]<>"y"` β†’ exclusion `{A:"x", B:"y"}` | Constraints remain as expressions and are evaluated per candidate | +| **AND** | Cross-product of exclusion sets (can grow exponentially) | Short-circuit evaluation; returns `False` as soon as any branch fails | +| **Propagation** | `ExclusionDeriver` derives implicit exclusions before generation | `forwardCheck` prunes domains dynamically (AC-3-style arc consistency) | +| **Backtracking** | Exclusions are baked into a bitvector; no backtracking needed | Depth-first backtracking fills remaining factors when greedy selection stalls | +| **Flexibility** | DSL only (`IF`/`THEN`/`ELSE`, comparisons, `IN`, `LIKE`) | Supports arbitrary lambda predicates via the `custom` operator | + +### Seeding / Presets + +| | Original PICT | CoverTable | +|---|---|---| +| **API** | `PictAddSeed()` / CLI `-e seedfile` | `presets` option (list of partial-row dicts/objects) | +| **Format** | Array of `(parameter, value_index)` tuples | Value dictionaries β€” e.g. `{ OS: "Win", Browser: "Chrome" }` | +| **Conflict handling** | Seeds violating exclusions are silently removed by `fixRowSeeds()` | Presets are processed first; `close()` fills remaining factors respecting constraints | + +### Sub-models + +| | Original PICT | CoverTable | +|---|---|---| +| **Structure** | Fully hierarchical β€” sub-models are independent `Model` instances combined via pseudo-parameters | Flat key-set partitioning with per-set strength | +| **Nesting** | Sub-models can be nested arbitrarily | Single level only | +| **Overlap** | Parameters can appear in multiple sub-models; conflicts resolved by exclusion generation | Each parameter belongs to at most one sub-model | + +### Weights + +| | Original PICT | CoverTable | +|---|---|---| +| **Syntax** | `value (weight)` in model file / `valueWeights[]` in API | `weights` option β€” `{ factor: { valueIndex: weight } }` | +| **Effect** | Influences tie-breaking in `PickValue()` and random-row generation | Influences only the `close()` (backtracking completion) phase β€” higher-weight values are tried first | + +### Randomization and Determinism + +| | Original PICT | CoverTable | +|---|---|---| +| **Default** | Deterministic (seed 0) | Deterministic (`hash` sorter with empty salt) | +| **Randomize** | `-r [seed]` flag; uses `srand()`/`rand()` | Change `salt` for reproducible variation; use `random` sorter for non-deterministic output | + +### Output and Streaming + +| | Original PICT | CoverTable | +|---|---|---| +| **Output** | Batch only β€” all rows generated before any are returned (TSV or JSON from CLI; index array from C API) | Generator-based β€” rows yielded incrementally via `makeAsync()` / `make_async()` | +| **Format** | Tab-separated table or JSON array of objects | Python `list`/`dict` rows; TypeScript typed arrays/objects with full type inference | + +### Platform + +| | Original PICT | CoverTable | +|---|---|---| +| **Language** | C++ (with C-compatible API via `pictapi.h`) | Pure Python 3 + pure TypeScript β€” no native code, no compilation | +| **Runtime** | Compiled binary; Windows, Linux, macOS | Python: pip install; TypeScript: npm install; also runs in browsers | diff --git a/docs/contents/reference/shortcuts/constraint.mdx b/docs/contents/reference/shortcuts/constraint.mdx new file mode 100644 index 0000000..085482e --- /dev/null +++ b/docs/contents/reference/shortcuts/constraint.mdx @@ -0,0 +1,157 @@ +--- +sidebar_position: 1 +title: Constraint +--- + +# Constraint Shortcuts + +Writing constraint expressions as plain objects is verbose. The `Constraint` class provides a concise builder API with `$`-prefixed field references. + +## Setup + +```typescript +import { make } from "covertable"; +import { Constraint } from "covertable/shortcuts"; + +const factors = { + OS: ["Win", "Mac", "Linux"], + Browser: ["Chrome", "Firefox", "Safari"], + Price: [100, 500, 1000], + Qty: [1, 2, 5], +}; + +const c = new Constraint(); +``` + +```python +from covertable import make +from covertable.shortcuts import Constraint + +c = Constraint() +``` + +In TypeScript, passing `typeof factors` as a type parameter enables autocompletion for `$`-prefixed field names. + +## Field References + +Prefix a field name with `$` to reference it. Anything without `$` is treated as a literal value. + +```typescript +c.eq("$OS", "Mac") // OS == "Mac" (field vs literal) +c.ne("$OS", "$Browser") // OS != Browser (field vs field) +c.gt("$Price", 500) // Price > 500 (field vs number) +``` + +## Comparison + +| Method | Raw equivalent | +|--------|---------------| +| `c.eq("$A", "x")` | `{ operator: 'eq', left: 'A', value: 'x' }` | +| `c.ne("$A", "$B")` | `{ operator: 'ne', left: 'A', right: 'B' }` | +| `c.gt("$A", 10)` | `{ operator: 'gt', left: 'A', value: 10 }` | +| `c.lt("$A", "$B")` | `{ operator: 'lt', left: 'A', right: 'B' }` | +| `c.gte("$A", 0)` | `{ operator: 'gte', left: 'A', value: 0 }` | +| `c.lte("$A", 100)` | `{ operator: 'lte', left: 'A', value: 100 }` | +| `c.in("$A", [1, 2])` | `{ operator: 'in', left: 'A', values: [1, 2] }` | + +## Logical + +```typescript +c.and(c.eq("$OS", "Mac"), c.eq("$Browser", "Safari")) +c.or(c.eq("$OS", "Mac"), c.eq("$OS", "Win")) +c.not(c.eq("$OS", "Linux")) +``` + +In Python, use `c.and_()`, `c.or_()`, `c.not_()` (trailing underscore to avoid reserved words). + +## Arithmetic + +Binary operators that return an expression (usable as an operand in comparisons): + +```typescript +c.add("$A", "$B") // A + B +c.sub("$A", 100) // A - 100 +c.mul("$Price", "$Qty") // Price * Qty +c.div("$Total", 2) // Total / 2 +c.mod("$A", 2) // A % 2 +``` + +Nest them for complex expressions: + +```typescript +c.gt(c.mul("$Price", "$Qty"), 10000) // Price * Qty > 10000 +c.lte(c.mul(c.add("$Price", 100), "$Qty"), 30000) // (Price + 100) * Qty <= 30000 +``` + +## Variadic Arithmetic + +`sum` and `product` fold multiple operands left-to-right: + +```typescript +c.sum("$A", "$B", "$C") // (A + B) + C +c.product("$X", "$Y", "$Z") // (X * Y) * Z +c.lte(c.sum("$A", "$B", "$C"), 100) // A + B + C <= 100 +``` + +## Custom Function (`fn`) + +For constraints that can't be expressed declaratively: + +```typescript +c.fn(["OS", "Browser"], (row) => { + return row.OS !== "Linux" || row.Browser !== "Safari"; +}) +``` + +```python +c.fn(["OS", "Browser"], lambda row: row["OS"] != "Linux" or row["Browser"] != "Safari") +``` + +The `fields` parameter tells the engine which factors to wait for before calling the function (three-valued logic). + +## Full Example + +```typescript +import { make } from "covertable"; +import { Constraint } from "covertable/shortcuts"; + +const factors = { + OS: ["Win", "Mac", "Linux"], + Browser: ["Chrome", "Firefox", "Safari"], + Price: [100, 500, 1000], + Qty: [1, 2, 5, 10], +}; + +const c = new Constraint(); + +const rows = make(factors, { + constraints: [ + // Safari only on Mac + c.or(c.ne("$Browser", "Safari"), c.eq("$OS", "Mac")), + // Total must not exceed 5000 + c.lte(c.mul("$Price", "$Qty"), 5000), + // Bulk orders (qty >= 5) require Price >= 500 + c.or(c.lt("$Qty", 5), c.gte("$Price", 500)), + ], +}); +``` + +```python +from covertable import make +from covertable.shortcuts import Constraint + +factors = { + "OS": ["Win", "Mac", "Linux"], + "Browser": ["Chrome", "Firefox", "Safari"], + "Price": [100, 500, 1000], + "Qty": [1, 2, 5, 10], +} + +c = Constraint() + +rows = make(factors, constraints=[ + c.or_(c.ne("$Browser", "Safari"), c.eq("$OS", "Mac")), + c.lte(c.mul("$Price", "$Qty"), 5000), + c.or_(c.lt("$Qty", 5), c.gte("$Price", 500)), +]) +``` diff --git a/docs/contents/tools/generate.worker.ts b/docs/contents/tools/generate.worker.ts new file mode 100644 index 0000000..ea7d9ec --- /dev/null +++ b/docs/contents/tools/generate.worker.ts @@ -0,0 +1,72 @@ +import { sorters, criteria } from "covertable"; +import { PictModel } from "covertable/pict"; + +interface GenerateRequest { + input: string; + strength: number; + criterion: "greedy" | "simple"; + sorter: "random" | "hash"; + caseSensitive: boolean; +} + +const ctx = self as unknown as Worker; + +ctx.onmessage = (e: MessageEvent) => { + const { input, strength, criterion, sorter, caseSensitive } = e.data; + + try { + const m = new PictModel(input, { caseInsensitive: !caseSensitive }); + const keys = Object.keys(m.parameters); + + ctx.postMessage({ type: "parsed", keys, issues: m.issues }); + ctx.postMessage({ type: "status", message: "Preparing..." }); + + const makeOpts = { + sorter: sorter === "random" ? sorters.random : sorters.hash, + criterion: criterion === "greedy" ? criteria.greedy : criteria.simple, + strength, + }; + + const iter = m.makeAsync(makeOpts); + + // After first next() call, the constructor has run (pairs built, pruned). + ctx.postMessage({ type: "status", message: null }); + ctx.postMessage({ type: "progress", rows: [], progress: m.progress }); + + const rows: any[] = []; + const genStart = Date.now(); + + const step = () => { + const deadline = Date.now() + 100; + while (Date.now() < deadline) { + const { value, done } = iter.next(); + if (done) { + ctx.postMessage({ + type: "done", + rows, + progress: 1, + stats: m.stats, + }); + return; + } + rows.push(value); + } + const p = m.progress; + const elapsed = Date.now() - genStart; + const eta = p > 0.01 ? Math.round((elapsed / p) * (1 - p) / 1000) : null; + ctx.postMessage({ + type: "progress", + rows: rows.slice(), + progress: p, + eta, + }); + setTimeout(step, 0); + }; + step(); + } catch (err: any) { + ctx.postMessage({ + type: "error", + message: err?.message ?? String(err), + }); + } +}; diff --git a/docs/contents/tools/pict-online.mdx b/docs/contents/tools/pict-online.mdx new file mode 100644 index 0000000..8af2449 --- /dev/null +++ b/docs/contents/tools/pict-online.mdx @@ -0,0 +1,96 @@ +--- +sidebar_position: 1 +slug: /tools/pict +title: "Compatible PICT" +--- + +import PictDemo from './pict'; + +# Compatible PICT Online + +A browser-based pairwise test case generator compatible with [Microsoft PICT](https://github.com/microsoft/pict) model format. +Write your model, click Generate, and get optimized test combinations instantly β€” no installation required. + +:::info[Privacy] +All processing runs entirely in your browser. No data is sent to any server. Your model text is saved in the browser's session storage so it persists across page reloads, but it is automatically cleared when you close the tab. +::: + + + +:::warning[PICT superset] +This tool uses CoverTable's model format, which is a **superset of Microsoft PICT**. It supports extensions such as arithmetic expressions (`[A] * [B] > 100`, `([A] + 1) * [B] <= 500`) and `#` comments in constraints. Models using these extensions may not run in the original PICT tool. +::: + +--- + +## How it works + +`PictModel` parses a PICT-format model into parameters, sub-models, and constraint filters, and lets you generate rows directly from it: + +```typescript +import { PictModel } from "covertable/pict"; + +const model = new PictModel(` +machine: iPhone, Pixel, XPERIA, ZenFone, Galaxy +os: iOS, Android +browser: FireFox, Chrome, Safari + +IF [machine] = "iPhone" THEN [os] = "iOS"; +IF [os] = "iOS" THEN [machine] = "iPhone"; +`); + +const rows = model.make(); +``` + +If you only want to apply constraints to factors you already have in code, you can pass `model.constraints` to `make`: + +```typescript +import { make } from "covertable"; +import { PictModel } from "covertable/pict"; + +const machine = ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"]; +const os = ["iOS", "Android"]; +const browser = ["FireFox", "Chrome", "Safari"]; + +const model = new PictModel(` +machine: iPhone, Pixel, XPERIA, ZenFone, Galaxy +os: iOS, Android +browser: FireFox, Chrome, Safari + +IF [machine] = "iPhone" THEN [os] = "iOS"; +IF [os] = "iOS" THEN [machine] = "iPhone"; +`); + +make({ machine, os, browser }, { + constraints: model.constraints, +}); +``` + +## Supported Syntax + +`PictModel` supports the full PICT model file format. See the [PictModel reference](/reference/pict) for the complete table. + +### Constraints + +| Syntax | Example | Description | +|--------|---------|-------------| +| `IF ... THEN ...` | `IF [os] = "iOS" THEN [machine] = "iPhone"` | Conditional constraint | +| `IF ... THEN ... ELSE ...` | `IF [os] = "iOS" THEN [machine] = "iPhone" ELSE [machine] <> "iPhone"` | With else branch | +| **Unconditional** | `[machine] <> [os];` | Always-applied invariant (no `IF`) | +| `=` / `<>` | `[os] = "iOS"` / `[os] <> "Android"` | Equality / Inequality | +| `>` / `<` / `>=` / `<=` | `[price] > 100` | Numeric comparisons | +| `AND` / `OR` / `NOT` | `[os] = "iOS" AND [browser] = "Safari"` | Logical operators with parentheses | +| `LIKE` | `[machine] LIKE "i*"` | Pattern matching with `*` and `?` | +| `IN` | `[os] IN {"iOS", "Android"}` | Set membership | + +### Parameters + +| Syntax | Example | Description | +|--------|---------|-------------| +| **Basic** | `Type: A, B, C` | Standard parameter declaration | +| **Quoted** | `Msg: "hello, world"` | Required for values with commas | +| **Aliases** | `OS: Windows \| Win, Linux` | Multiple names for the same value | +| **Invalid (`~`)** | `Type: A, ~Bad` | Negative-test value (at most one per row) | +| **Weight** | `Browser: Chrome (10), Firefox` | Bias value selection during completion | +| **Reference** | `B: , extra` | Inherit values from another parameter | +| **Sub-model** | `{ A, B, C } @ 3` | Apply different N-wise strength to a group | diff --git a/docs/contents/tools/pict.tsx b/docs/contents/tools/pict.tsx new file mode 100644 index 0000000..d550e6e --- /dev/null +++ b/docs/contents/tools/pict.tsx @@ -0,0 +1,1774 @@ +import React, { useEffect, useMemo, useRef, useState } from "react"; +import BrowserOnly from "@docusaurus/BrowserOnly"; +import { useColorMode } from "@docusaurus/theme-common"; +import CodeMirror, { type ReactCodeMirrorRef } from "@uiw/react-codemirror"; +import { EditorView, Decoration, type DecorationSet, ViewPlugin, type ViewUpdate } from "@codemirror/view"; +import { StateEffect, StateField, RangeSetBuilder } from "@codemirror/state"; +import { oneDark } from "@codemirror/theme-one-dark"; +import { PictModel, type PictModelIssue } from "covertable/pict"; +import type { ControllerStats } from "covertable"; + +// --------------------------------------------------------------------------- +// Error-line decoration +// --------------------------------------------------------------------------- + +const setErrorLines = StateEffect.define(); + +const errorLineField = StateField.define({ + create() { + return Decoration.none; + }, + update(deco, tr) { + deco = deco.map(tr.changes); + for (const e of tr.effects) { + if (e.is(setErrorLines)) { + const lineNumbers = e.value; + const totalLines = tr.state.doc.lines; + const decorations = lineNumbers + .filter((n) => n >= 1 && n <= totalLines) + .sort((a, b) => a - b) + .map((n) => + Decoration.line({ class: "cm-error-line" }).range( + tr.state.doc.line(n).from + ) + ); + deco = Decoration.set(decorations); + } + } + return deco; + }, + provide: (f) => EditorView.decorations.from(f), +}); + +const errorLineTheme = EditorView.baseTheme({ + ".cm-error-line": { + backgroundColor: "rgba(255, 80, 80, 0.18)", + boxShadow: "inset 3px 0 0 rgba(255, 80, 80, 0.9)", + }, +}); + +// --------------------------------------------------------------------------- +// PICT syntax highlighting +// --------------------------------------------------------------------------- + +const pictMark = { + comment: Decoration.mark({ class: "cm-pict-comment" }), + keyword: Decoration.mark({ class: "cm-pict-keyword" }), + field: Decoration.mark({ class: "cm-pict-field" }), + fieldUnknown: Decoration.mark({ class: "cm-pict-field-unknown" }), + string: Decoration.mark({ class: "cm-pict-string" }), + set: Decoration.mark({ class: "cm-pict-set" }), + brace: Decoration.mark({ class: "cm-pict-brace" }), + negative: Decoration.mark({ class: "cm-pict-negative" }), + weight: Decoration.mark({ class: "cm-pict-weight" }), + paramName: Decoration.mark({ class: "cm-pict-param-name" }), + paramValue: Decoration.mark({ class: "cm-pict-param-value" }), + operator: Decoration.mark({ class: "cm-pict-operator" }), + arithmetic: Decoration.mark({ class: "cm-pict-arithmetic" }), + subModel: Decoration.mark({ class: "cm-pict-sub-model" }), +}; + +const KEYWORDS_RE = /\b(IF|THEN|ELSE|AND|OR|NOT|IN|LIKE)\b/gi; + +function buildPictDecorations(view: EditorView): DecorationSet { + const tokens: { from: number; to: number; mark: Decoration }[] = []; + + // Collect all parameter names from the document + const knownParams = new Set(); + for (let i = 1; i <= view.state.doc.lines; i++) { + const lineText = view.state.doc.line(i).text.trim(); + if (lineText.startsWith("#") || lineText === "") continue; + if (/^\s*(IF|THEN|ELSE)\b/i.test(lineText)) continue; + if (/^\s*\{/.test(lineText)) continue; + const cm = lineText.match(/^([^:]+):/); + if (cm) knownParams.add(cm[1].trim()); + } + + for (const { from: lineFrom, to: lineTo } of view.visibleRanges) { + for (let pos = lineFrom; pos < lineTo; ) { + const line = view.state.doc.lineAt(pos); + const text = line.text; + const base = line.from; + + // Comment line + if (text.trimStart().startsWith("#")) { + tokens.push({ from: base, to: base + text.length, mark: pictMark.comment }); + pos = line.to + 1; + continue; + } + + // Sub-model line: { key1, key2 } @ N + if (/^\s*\{[^}]*\}\s*@\s*\d+/.test(text)) { + tokens.push({ from: base, to: base + text.length, mark: pictMark.subModel }); + pos = line.to + 1; + continue; + } + + // Parameter line: "Name: val1, val2" + const paramMatch = text.match(/^([^:]+):/); + if (paramMatch && !text.match(/^\s*(IF|THEN|ELSE)\b/i)) { + tokens.push({ from: base, to: base + paramMatch[1].length, mark: pictMark.paramName }); + + // Collect negative and weight ranges first (they take priority) + let m: RegExpExecArray | null; + const overrides: { from: number; to: number }[] = []; + + const negRe = /~("(?:[^"\\]|\\.)*"|[^,()|\s]+)/g; + while ((m = negRe.exec(text)) !== null) { + const f = base + m.index, t = base + m.index + m[0].length; + tokens.push({ from: f, to: t, mark: pictMark.negative }); + overrides.push({ from: f, to: t }); + } + + const wRe = /\((\d+)\)/g; + while ((m = wRe.exec(text)) !== null) { + const f = base + m.index, t = base + m.index + m[0].length; + tokens.push({ from: f, to: t, mark: pictMark.weight }); + overrides.push({ from: f, to: t }); + } + + // Each comma-separated value after the colon (skip ranges covered by overrides) + const afterColon = paramMatch[0].length; + const valRe = /([^,]+)/g; + const valStr = text.slice(afterColon); + while ((m = valRe.exec(valStr)) !== null) { + const vTrimStart = m.index + afterColon + (m[1].length - m[1].trimStart().length); + const vTrimEnd = m.index + afterColon + m[1].trimEnd().length; + if (vTrimEnd <= vTrimStart) continue; + const absFrom = base + vTrimStart, absTo = base + vTrimEnd; + const hasOverride = overrides.some(o => o.from < absTo && o.to > absFrom); + if (!hasOverride) { + tokens.push({ from: absFrom, to: absTo, mark: pictMark.paramValue }); + } + } + + pos = line.to + 1; + continue; + } + + // Constraint line β€” collect all tokens + let m: RegExpExecArray | null; + + // Field references [Name] + const fieldRe = /\[([^\]]*)\]/g; + while ((m = fieldRe.exec(text)) !== null) { + const fieldName = m[1].trim(); + const mark = knownParams.has(fieldName) ? pictMark.field : pictMark.fieldUnknown; + tokens.push({ from: base + m.index, to: base + m.index + m[0].length, mark }); + } + + // Strings "..." + const strRe = /"(?:[^"\\]|\\.)*"/g; + while ((m = strRe.exec(text)) !== null) { + tokens.push({ from: base + m.index, to: base + m.index + m[0].length, mark: pictMark.string }); + } + + // Sets {val, val} β€” highlight braces separately + const setRe = /\{([^}]*)\}/g; + while ((m = setRe.exec(text)) !== null) { + const start = base + m.index; + tokens.push({ from: start, to: start + 1, mark: pictMark.brace }); + if (m[1].length > 0) { + tokens.push({ from: start + 1, to: start + 1 + m[1].length, mark: pictMark.set }); + } + tokens.push({ from: start + m[0].length - 1, to: start + m[0].length, mark: pictMark.brace }); + } + + // Keywords + KEYWORDS_RE.lastIndex = 0; + while ((m = KEYWORDS_RE.exec(text)) !== null) { + tokens.push({ from: base + m.index, to: base + m.index + m[0].length, mark: pictMark.keyword }); + } + + // Arithmetic operators +, -, *, /, % + const arithRe = /[+\-*/%]/g; + while ((m = arithRe.exec(text)) !== null) { + tokens.push({ from: base + m.index, to: base + m.index + 1, mark: pictMark.arithmetic }); + } + + pos = line.to + 1; + } + } + + // Sort by start position, then by length (longer first for overlaps) + tokens.sort((a, b) => a.from - b.from || b.to - a.to); + + // Deduplicate overlapping ranges β€” keep the first (highest priority) + const builder = new RangeSetBuilder(); + let lastTo = 0; + for (const t of tokens) { + if (t.from >= lastTo) { + builder.add(t.from, t.to, t.mark); + lastTo = t.to; + } + } + return builder.finish(); +} + +const pictHighlight = ViewPlugin.fromClass( + class { + decorations: DecorationSet; + constructor(view: EditorView) { + this.decorations = buildPictDecorations(view); + } + update(update: ViewUpdate) { + if (update.docChanged || update.viewportChanged) { + this.decorations = buildPictDecorations(update.view); + } + } + }, + { decorations: (v) => v.decorations } +); + +const pictHighlightTheme = EditorView.baseTheme({ + ".cm-pict-comment": { color: "#6a9955", fontStyle: "italic" }, + ".cm-pict-keyword": { color: "#c586c0", fontWeight: "bold" }, + ".cm-pict-field": { color: "#4ec9b0", fontWeight: "bold" }, + ".cm-pict-field-unknown": { fontStyle: "italic", textDecoration: "line-through", opacity: "0.6" }, + ".cm-pict-string": { color: "#ce9178" }, + ".cm-pict-set": { color: "#ce9178" }, + ".cm-pict-brace": { color: "#d4d4d4", fontWeight: "bold" }, + ".cm-pict-negative": { color: "#f44747", textDecoration: "underline" }, + ".cm-pict-weight": { color: "#b5cea8" }, + ".cm-pict-param-name": { color: "#4ec9b0", fontWeight: "bold" }, + ".cm-pict-param-value": { color: "#79c0d6" }, + ".cm-pict-operator": { color: "#d4d4d4" }, + ".cm-pict-arithmetic": { color: "#569cd6", fontWeight: "bold" }, + ".cm-pict-sub-model": { color: "#dcdcaa" }, +}); + +// --------------------------------------------------------------------------- +// Built-in samples +// --------------------------------------------------------------------------- + +interface Sample { + label: string; + value: string; +} + +const SAMPLES: Sample[] = [ + { + label: "Storage volume (PICT classic example)", + value: `# The classic PICT example from Microsoft's documentation. +Type: Single, Span, Stripe, Mirror, RAID-5 +Size: 10, 100, 500, 1000, 5000, 10000, 40000 +Format method: Quick, Slow +File system: FAT, FAT32, NTFS +Cluster size: 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 +Compression: On, Off + +IF [File system] = "FAT" THEN [Size] <= 4096; +IF [File system] = "FAT32" THEN [Size] <= 32000; +`, + }, + { + label: "Negative testing with ~", + value: `# At most one ~negative value per row, so each error case is exercised +# in isolation while the other parameters stay valid. +Age: 20, 30, 40, ~-1, ~999 +Country: Japan, USA, ~"Mars" +Plan: Free, Pro, ~"Unknown" +`, + }, + { + label: "Aliases and weights", + value: `# "|" defines aliases (use any name in constraints, generate the canonical one). +# "(N)" biases value selection during the row-completion phase. +OS: Windows | Win | MS, Linux | GNU/Linux, "Mac OS" | Mac +Browser: Chrome (10), Firefox, Safari (3) +Region: US, EU, JP + +IF [OS] = "MS" THEN [Browser] <> "Safari"; +`, + }, +]; + +// --------------------------------------------------------------------------- +// Default model & helpers +// --------------------------------------------------------------------------- + +const STORAGE_KEY = "covertable-pict-input"; +const DEFAULT_INPUT = SAMPLES[0].value; + +function loadSavedInput(): string { + try { + const saved = sessionStorage.getItem(STORAGE_KEY); + if (saved !== null) return saved; + } catch { /* SSR or disabled storage */ } + return DEFAULT_INPUT; +} + +function copyToClipboard(text: string) { + if (typeof navigator !== "undefined" && navigator.clipboard) { + navigator.clipboard.writeText(text).catch(() => { + /* ignore */ + }); + } +} + +function rowsToTsv(rows: any[], keys: string[]): string { + const header = keys.join("\t"); + const body = rows.map((r) => keys.map((k) => String(r[k])).join("\t")).join("\n"); + return header + "\n" + body; +} + +function totalCombinations(parameters: Record): number { + return Object.values(parameters).reduce((acc, vs) => acc * vs.length, 1); +} + +// --------------------------------------------------------------------------- +// Component +// --------------------------------------------------------------------------- + +export default function PictDemo() { + return ( + Loading PICT demo…}> + {() => } + + ); +} + +function PictDemoInner() { + const { colorMode } = useColorMode(); + const isDark = colorMode === "dark"; + + const [input, setInputRaw] = useState(loadSavedInput); + const setInput = (value: string) => { + setInputRaw(value); + try { sessionStorage.setItem(STORAGE_KEY, value); } catch { /* ignore */ } + }; + const savedInput = loadSavedInput(); + const initialSample = SAMPLES.find((s) => s.value === savedInput); + const [activeSample, setActiveSample] = useState(initialSample?.label ?? null); + const [generatedFor, setGeneratedFor] = useState(null); + const [generatedKeys, setGeneratedKeys] = useState([]); + const [model, setModel] = useState(() => new PictModel("")); + const [rows, setRows] = useState([]); + const [outputView, setOutputView] = useState<"table" | "tsv" | "json">("table"); + const [copyTooltip, setCopyTooltip] = useState(false); + const [isGenerating, setIsGenerating] = useState(false); + const [progress, setProgress] = useState(0); + const [statusMessage, setStatusMessage] = useState(null); + const [eta, setEta] = useState(null); + const [elapsedMs, setElapsedMs] = useState(null); + const generateStartRef = useRef(0); + + // Tick elapsed time while generating + useEffect(() => { + if (!isGenerating) return; + const id = setInterval(() => { + setElapsedMs(Date.now() - generateStartRef.current); + }, 100); + return () => clearInterval(id); + }, [isGenerating]); + const [editorMode, setEditorMode] = useState<"split" | "expand" | "full">("split"); + const [outputFull, setOutputFull] = useState(false); + const [generatedStats, setGeneratedStats] = useState(null); + const [showOptions, setShowOptions] = useState(false); + const optionsRef = useRef(null); + + // Close options popover on outside click + useEffect(() => { + if (!showOptions) return; + const handler = (e: MouseEvent) => { + if (optionsRef.current && !optionsRef.current.contains(e.target as Node)) { + setShowOptions(false); + } + }; + document.addEventListener("mousedown", handler); + return () => document.removeEventListener("mousedown", handler); + }, [showOptions]); + const [optStrength, setOptStrength] = useState(2); + const [optCaseSensitive, setOptCaseSensitive] = useState(false); + const [optCriterion, setOptCriterion] = useState<"greedy" | "simple">("greedy"); + const [optSorter, setOptSorter] = useState<"random" | "hash">("random"); + const cmRef = useRef(null); + const workerRef = useRef(null); + + const extensions = useMemo(() => { + const base = [errorLineField, errorLineTheme, pictHighlight, pictHighlightTheme]; + return isDark ? [...base, oneDark] : base; + }, [isDark]); + + // Re-parse on input change so issues/preview reflect the current text. + // Row generation happens only when the user clicks Generate. + useEffect(() => { + setModel(new PictModel(input, { caseInsensitive: !optCaseSensitive })); + // Clear the active sample if the user has edited it away + const matched = SAMPLES.find((s) => s.value === input); + setActiveSample(matched ? matched.label : null); + }, [input, optCaseSensitive]); + + const handleGenerate = () => { + if (isGenerating) { + // Cancel: terminate the worker + workerRef.current?.terminate(); + workerRef.current = null; + setIsGenerating(false); + setStatusMessage(null); + setEta(null); + if (editorMode === "expand") setEditorMode("split"); + return; + } + + setIsGenerating(true); + setProgress(0); + setRows([]); + setGeneratedFor(input); + setGeneratedStats(null); + setElapsedMs(null); + generateStartRef.current = Date.now(); + + const worker = new Worker( + new URL("./generate.worker.ts", import.meta.url) + ); + workerRef.current = worker; + + worker.onmessage = (e) => { + const msg = e.data; + switch (msg.type) { + case "parsed": + setGeneratedKeys(msg.keys); + setModel(new PictModel(input, { caseInsensitive: !optCaseSensitive })); + break; + case "status": + setStatusMessage(msg.message); + break; + case "progress": + setStatusMessage(null); + setRows(msg.rows); + setProgress(msg.progress); + setEta(msg.eta ?? null); + break; + case "done": + setStatusMessage(null); + setEta(null); + setElapsedMs(Date.now() - generateStartRef.current); + setRows(msg.rows); + setProgress(1); + setGeneratedStats(msg.stats); + setIsGenerating(false); + workerRef.current = null; + if (editorMode === "expand") setEditorMode("split"); + break; + case "error": + setStatusMessage(null); + setIsGenerating(false); + workerRef.current = null; + if (editorMode === "expand") setEditorMode("split"); + break; + } + }; + + worker.onerror = () => { + setIsGenerating(false); + workerRef.current = null; + }; + + worker.postMessage({ + input, + strength: optStrength, + criterion: optCriterion, + sorter: optSorter, + caseSensitive: optCaseSensitive, + }); + }; + + // Clean up worker on unmount + useEffect(() => { + return () => { workerRef.current?.terminate(); }; + }, []); + + // Escape key exits expand/full mode + useEffect(() => { + if (editorMode === "split" && !outputFull) return; + const handler = (e: KeyboardEvent) => { + if (e.key === "Escape") { + setEditorMode("split"); + setOutputFull(false); + } + }; + window.addEventListener("keydown", handler); + return () => window.removeEventListener("keydown", handler); + }, [editorMode, outputFull]); + + const isDirty = generatedFor !== input; + const hasErrors = model.issues.some((i) => i.severity === "error"); + + // Push error lines to CodeMirror whenever issues change + useEffect(() => { + const view = cmRef.current?.view; + if (!view) return; + const lines = Array.from( + new Set( + model.issues.filter((i) => i.severity === "error").map((i) => i.line) + ) + ); + view.dispatch({ effects: setErrorLines.of(lines) }); + }, [model]); + + const factorEntries = Object.entries(model.parameters); + const factorKeys = factorEntries.map(([k]) => k); + + // Stats + const total = totalCombinations(model.parameters); + const reduction = + total > 0 ? Math.round((1 - rows.length / total) * 100) : 0; + + // Aliases (computed from model β€” but PictModel doesn't expose them, so we + // skip showing aliases section unless we add a getter. For now: derive from + // negatives/weights/subModels which ARE exposed.) + const negativeEntries = Array.from(model.negatives.entries()); + const weightEntries = Object.entries(model.weights); + + const handleCopy = (text: string) => { + copyToClipboard(text); + setCopyTooltip(true); + window.setTimeout(() => setCopyTooltip(false), 1500); + }; + + return ( +
+ + + {/* Samples (collapsible) */} +
+ Samples +
+ {SAMPLES.map((s) => ( + + ))} + +
+
+ +
+ {/* LEFT: editor + parsed metadata */} +
+
+

PICT model

+ +
+ + {showOptions && ( +
+
+ + +
+
+ + +
+
+ + +
+
+ +
+
+ )} +
+ +
+
+ + {editorMode === "full" ? ( + + ) : ( + + )} +
+ + {model.issues.length > 0 && } + + {/* Parsed metadata */} +
+

Parsed factors ({factorKeys.length})

+ {factorKeys.length === 0 ? ( +

No parameters parsed yet.

+ ) : ( + + + + + + + + + {factorEntries.map(([key, values]) => ( + + + + + ))} + +
FactorValues
+ {key} + {values.join(", ")}
+ )} + + {model.subModels.length > 0 && ( + <> +

Sub-models ({model.subModels.length})

+ + + + + + + + + {model.subModels.map((sm, i) => ( + + + + + ))} + +
KeysStrength
{sm.fields.join(", ")}{sm.strength}
+ + )} + + {negativeEntries.length > 0 && ( + <> +

Negative values

+ + + + + + + + + {negativeEntries.map(([key, set]) => ( + + + + + ))} + +
FactorValues
+ {key} + {Array.from(set).join(", ")}
+ + )} + + {weightEntries.length > 0 && ( + <> +

Weights

+ + + + + + + + + {weightEntries.map(([key, weights]: [string, any]) => { + const values = model.parameters[key] ?? []; + return ( + + + + + ); + })} + +
FactorValue β†’ Weight
+ {key} + + {Object.entries(weights as Record).map( + ([idx, w], i, arr) => ( + + {String(values[Number(idx)] ?? idx)}={w} + {i < arr.length - 1 ? ", " : ""} + + ) + )} +
+ + )} + + {model.constraints.length > 0 && ( + <> +

Constraints ({model.constraints.length})

+

+ {model.constraints.filter((c) => c != null).length} compiled,{" "} + {model.constraints.filter((c) => c == null).length} failed +

+ + )} +
+
+ + {/* RIGHT: output */} +
+
+

Combinations{isDirty && *}

+
+ setOutputView("table")}> + Table + + setOutputView("tsv")}> + TSV + + setOutputView("json")}> + JSON + +
+
+ +
+ {generatedKeys.length === 0 ? ( +

+ Click Generate to produce combinations. +

+ ) : outputView === "table" ? ( +
+ + + + + {generatedKeys.map((key) => ( + + ))} + + + + {rows.map((row, i) => ( + + + {generatedKeys.map((key) => ( + + ))} + + ))} + +
#{key}
{i + 1}{String(row[key])}
+
+ ) : outputView === "tsv" ? ( +
{rowsToTsv(rows, generatedKeys)}
+ ) : ( +
{JSON.stringify(rows, null, 2)}
+ )} + {outputFull ? ( + + ) : generatedKeys.length > 0 && ( + + )} +
+ + {/* Progress bar (visible while generating) */} + {isGenerating && ( +
+
+
+ + {statusMessage + ? statusMessage + : `Generating… ${rows.length} rows (${Math.round(Math.sqrt(progress) * 100)}%)${eta !== null && eta > 0 ? ` β€” ~${eta}s left` : ""}`} + +
+ + ? + + Preparing… Building pair combinations and pruning infeasible pairs via constraint propagation. Can take a few seconds for large models or higher strengths.

+ Generating… Greedy row construction in progress. The percentage reflects pairs consumed or pruned out of total. +
+
+
+ )} + + {/* Copy / Download */} + {rows.length > 0 && ( +
+ + +
+ )} + + {/* Stats below the grid */} + {generatedKeys.length > 0 && ( +
+
+ + + 0 ? `${reduction}%` : "β€”"} + sub={total > 0 ? `vs ${total >= 1e6 ? total.toExponential(1) : total.toLocaleString()} total` : undefined} + /> + +
+ {generatedStats && ( +
+ + + + = 1 ? "success" : "warning"} + /> +
+ )} + {generatedStats && generatedStats.completions && Object.keys(generatedStats.completions).length > 0 && ( +
+ Completions (factors filled by backtracking) +
+ {Object.entries(generatedStats.completions) + .map(([k, v]) => [k, Object.values(v).reduce((a, b) => a + b, 0)] as [string, number]) + .sort((a, b) => b[1] - a[1]) + .map(([factor, count]) => ( +
+ + + + {factor} + {count} +
+ ))} +
+
+ )} +
+ )} +
+
+
+ ); +} + +// --------------------------------------------------------------------------- +// Sub-components +// --------------------------------------------------------------------------- + +function Stat({ + label, + value, + sub, + variant, +}: { + label: string; + value: number | string; + sub?: string; + variant?: "success" | "warning"; +}) { + return ( +
+
{value}
+
{label}
+ {sub &&
{sub}
} +
+ ); +} + +function SegmentButton({ + active, + onClick, + children, +}: { + active: boolean; + onClick: () => void; + children: React.ReactNode; +}) { + return ( + + ); +} + +function IssueList({ issues }: { issues: PictModelIssue[] }) { + return ( +
+ {issues.length} issue(s): +
    + {issues.map((issue, i) => ( +
  • + + [{issue.source}#{issue.index} line {issue.line}] + {" "} + {issue.message} +
  • + ))} +
+
+ ); +} + +// --------------------------------------------------------------------------- +// Styles +// --------------------------------------------------------------------------- + +function DemoStyles() { + return ( + + ); +} diff --git a/docs/docusaurus.config.ts b/docs/docusaurus.config.ts new file mode 100644 index 0000000..6a92752 --- /dev/null +++ b/docs/docusaurus.config.ts @@ -0,0 +1,163 @@ +import {themes as prismThemes} from 'prism-react-renderer'; +import type {Config} from '@docusaurus/types'; +import type * as Preset from '@docusaurus/preset-classic'; +import path from 'path'; + +const config: Config = { + title: 'CoverTable', + tagline: 'A flexible pairwise testing tool for generating covering arrays', + favicon: 'img/favicon.ico', + + future: { + v4: true, + }, + + markdown: { + mermaid: true, + }, + themes: ['@docusaurus/theme-mermaid'], + + url: 'https://covertable.walkframe.com', + baseUrl: '/', + + organizationName: 'walkframe', + projectName: 'covertable', + + onBrokenLinks: 'throw', + + i18n: { + defaultLocale: 'en', + locales: ['en'], + }, + + plugins: [ + [ + '@docusaurus/plugin-google-tag-manager', + { + containerId: 'GTM-WZFTP5F2', + }, + ], + function covertablePlugin() { + return { + name: 'covertable-webpack-plugin', + configureWebpack() { + return { + resolve: { + alias: { + 'covertable/pict': path.resolve(__dirname, '../typescript/src/pict/index.ts'), + covertable: path.resolve(__dirname, '../typescript/src/index.ts'), + }, + }, + }; + }, + }; + }, + ], + + presets: [ + [ + 'classic', + { + docs: { + path: 'contents', + sidebarPath: './sidebars.ts', + routeBasePath: '/', + editUrl: + 'https://github.com/walkframe/covertable/tree/master/docs/', + }, + blog: false, + theme: { + customCss: './src/css/custom.css', + }, + } satisfies Preset.Options, + ], + ], + + + themeConfig: { + image: 'img/covertable-social-card.png', + colorMode: { + respectPrefersColorScheme: true, + }, + navbar: { + title: 'CoverTable', + items: [ + { + href: 'https://www.npmjs.com/package/covertable', + label: 'npm', + position: 'right', + }, + { + href: 'https://pypi.org/project/covertable/', + label: 'PyPI', + position: 'right', + }, + { + href: 'https://github.com/walkframe/covertable', + label: 'GitHub', + position: 'right', + }, + ], + }, + footer: { + style: 'dark', + links: [ + { + title: 'Docs', + items: [ + { + label: 'Getting Started', + to: '/', + }, + { + label: 'Reference', + to: '/reference', + }, + { + label: 'Compatible PICT', + to: '/tools/pict', + }, + ], + }, + { + title: 'Links', + items: [ + { + label: 'GitHub', + href: 'https://github.com/walkframe/covertable', + }, + { + label: 'npm', + href: 'https://www.npmjs.com/package/covertable', + }, + { + label: 'PyPI', + href: 'https://pypi.org/project/covertable/', + }, + ], + }, + { + title: 'Legal', + items: [ + { + label: 'About', + to: '/about', + }, + { + label: 'Privacy Policy', + to: '/privacy-policy', + }, + ], + }, + ], + copyright: `Copyright © ${new Date().getFullYear()} walkframe. Built with Docusaurus.`, + }, + prism: { + theme: prismThemes.github, + darkTheme: prismThemes.dracula, + additionalLanguages: ['bash', 'typescript', 'javascript'], + }, + } satisfies Preset.ThemeConfig, +}; + +export default config; diff --git a/docs/package.json b/docs/package.json new file mode 100644 index 0000000..294f830 --- /dev/null +++ b/docs/package.json @@ -0,0 +1,65 @@ +{ + "name": "docs", + "version": "0.0.0", + "private": true, + "scripts": { + "docusaurus": "docusaurus", + "start": "docusaurus start", + "build": "docusaurus build", + "swizzle": "docusaurus swizzle", + "deploy": "docusaurus deploy", + "clear": "docusaurus clear", + "serve": "docusaurus serve", + "write-translations": "docusaurus write-translations", + "write-heading-ids": "docusaurus write-heading-ids", + "typecheck": "tsc" + }, + "dependencies": { + "@codemirror/state": "^6.6.0", + "@codemirror/theme-one-dark": "^6.1.3", + "@codemirror/view": "^6.41.0", + "@docusaurus/core": "3.10.0", + "@docusaurus/faster": "3.10.0", + "@docusaurus/plugin-google-tag-manager": "3.10.0", + "@docusaurus/preset-classic": "3.10.0", + "@docusaurus/theme-common": "^3.10.0", + "@docusaurus/theme-mermaid": "^3.10.0", + "@mdx-js/react": "^3.0.0", + "@uiw/react-codemirror": "^4.25.9", + "clsx": "^2.0.0", + "mermaid": "^11.14.0", + "prism-react-renderer": "^2.3.0", + "react": "^19.0.0", + "react-dom": "^19.0.0" + }, + "devDependencies": { + "@docusaurus/module-type-aliases": "3.10.0", + "@docusaurus/tsconfig": "3.10.0", + "@docusaurus/types": "3.10.0", + "@types/react": "^19.0.0", + "ts-loader": "^9.5.7", + "typescript": "~6.0.2" + }, + "browserslist": { + "production": [ + ">0.5%", + "not dead", + "not op_mini all" + ], + "development": [ + "last 3 chrome version", + "last 3 firefox version", + "last 5 safari version" + ] + }, + "engines": { + "node": ">=20.0" + }, + "pnpm": { + "onlyBuiltDependencies": [ + "@swc/core", + "core-js" + ] + }, + "packageManager": "pnpm@10.33.0+sha512.10568bb4a6afb58c9eb3630da90cc9516417abebd3fabbe6739f0ae795728da1491e9db5a544c76ad8eb7570f5c4bb3d6c637b2cb41bfdcdb47fa823c8649319" +} diff --git a/docs/pnpm-lock.yaml b/docs/pnpm-lock.yaml new file mode 100644 index 0000000..78df163 --- /dev/null +++ b/docs/pnpm-lock.yaml @@ -0,0 +1,13498 @@ +lockfileVersion: '9.0' + +settings: + autoInstallPeers: true + excludeLinksFromLockfile: false + +importers: + + .: + dependencies: + '@codemirror/state': + specifier: ^6.6.0 + version: 6.6.0 + '@codemirror/theme-one-dark': + specifier: ^6.1.3 + version: 6.1.3 + '@codemirror/view': + specifier: ^6.41.0 + version: 6.41.0 + '@docusaurus/core': + specifier: 3.10.0 + version: 3.10.0(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(typescript@6.0.2) + '@docusaurus/faster': + specifier: 3.10.0 + version: 3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)) + '@docusaurus/plugin-google-tag-manager': + specifier: 3.10.0 + version: 3.10.0(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(typescript@6.0.2) + '@docusaurus/preset-classic': + specifier: 3.10.0 + version: 3.10.0(@algolia/client-search@5.50.1)(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(@types/react@19.2.14)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(search-insights@2.17.3)(typescript@6.0.2) + '@docusaurus/theme-common': + specifier: ^3.10.0 + version: 3.10.0(@docusaurus/plugin-content-docs@3.10.0(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(typescript@6.0.2))(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5) + '@docusaurus/theme-mermaid': + specifier: ^3.10.0 + version: 3.10.0(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@docusaurus/plugin-content-docs@3.10.0(@docusaurus/faster@3.10.0(@docusaurus/types@3.10.0(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(typescript@6.0.2))(@mdx-js/react@3.1.1(@types/react@19.2.14)(react@19.2.5))(@rspack/core@1.7.11)(@swc/core@1.15.24)(react-dom@19.2.5(react@19.2.5))(react@19.2.5)(typescript@6.0.2) + '@mdx-js/react': + specifier: ^3.0.0 + version: 3.1.1(@types/react@19.2.14)(react@19.2.5) + '@uiw/react-codemirror': + specifier: ^4.25.9 + version: 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extend: 3.0.2 + is-plain-obj: 4.1.0 + trough: 2.2.0 + vfile: 6.0.3 + + unique-string@3.0.0: + dependencies: + crypto-random-string: 4.0.0 + + unist-util-is@6.0.1: + dependencies: + '@types/unist': 3.0.3 + + unist-util-position-from-estree@2.0.0: + dependencies: + '@types/unist': 3.0.3 + + unist-util-position@5.0.0: + dependencies: + '@types/unist': 3.0.3 + + unist-util-stringify-position@4.0.0: + dependencies: + '@types/unist': 3.0.3 + + unist-util-visit-parents@6.0.2: + dependencies: + '@types/unist': 3.0.3 + unist-util-is: 6.0.1 + + unist-util-visit@5.1.0: + dependencies: + '@types/unist': 3.0.3 + unist-util-is: 6.0.1 + unist-util-visit-parents: 6.0.2 + + universalify@2.0.1: {} + + unpipe@1.0.0: {} + + update-browserslist-db@1.2.3(browserslist@4.28.2): + dependencies: + browserslist: 4.28.2 + escalade: 3.2.0 + picocolors: 1.1.1 + + update-notifier@6.0.2: + dependencies: + boxen: 7.1.1 + chalk: 5.6.2 + configstore: 6.0.0 + has-yarn: 3.0.0 + import-lazy: 4.0.0 + is-ci: 3.0.1 + 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vscode-jsonrpc@8.2.0: {} + + vscode-languageserver-protocol@3.17.5: + dependencies: + vscode-jsonrpc: 8.2.0 + vscode-languageserver-types: 3.17.5 + + vscode-languageserver-textdocument@1.0.12: {} + + vscode-languageserver-types@3.17.5: {} + + vscode-languageserver@9.0.1: + dependencies: + vscode-languageserver-protocol: 3.17.5 + + vscode-uri@3.1.0: {} + + w3c-keyname@2.2.8: {} + + watchpack@2.5.1: + dependencies: + glob-to-regexp: 0.4.1 + graceful-fs: 4.2.11 + + wbuf@1.7.3: + dependencies: + minimalistic-assert: 1.0.1 + + web-namespaces@2.0.1: {} + + webpack-bundle-analyzer@4.10.2: + dependencies: + '@discoveryjs/json-ext': 0.5.7 + acorn: 8.16.0 + acorn-walk: 8.3.5 + commander: 7.2.0 + debounce: 1.2.1 + escape-string-regexp: 4.0.0 + gzip-size: 6.0.0 + html-escaper: 2.0.2 + opener: 1.5.2 + picocolors: 1.1.1 + sirv: 2.0.4 + ws: 7.5.10 + transitivePeerDependencies: + - bufferutil + - utf-8-validate + + webpack-dev-middleware@7.4.5(tslib@2.8.1)(webpack@5.106.1(@swc/core@1.15.24)): + dependencies: + colorette: 2.0.20 + memfs: 4.57.1(tslib@2.8.1) + mime-types: 3.0.2 + on-finished: 2.4.1 + range-parser: 1.2.1 + schema-utils: 4.3.3 + optionalDependencies: + webpack: 5.106.1(@swc/core@1.15.24) + transitivePeerDependencies: + - tslib + + webpack-dev-server@5.2.3(tslib@2.8.1)(webpack@5.106.1(@swc/core@1.15.24)): + dependencies: + '@types/bonjour': 3.5.13 + '@types/connect-history-api-fallback': 1.5.4 + '@types/express': 4.17.25 + '@types/express-serve-static-core': 4.19.8 + '@types/serve-index': 1.9.4 + '@types/serve-static': 1.15.10 + '@types/sockjs': 0.3.36 + '@types/ws': 8.18.1 + ansi-html-community: 0.0.8 + bonjour-service: 1.3.0 + chokidar: 3.6.0 + colorette: 2.0.20 + compression: 1.8.1 + connect-history-api-fallback: 2.0.0 + express: 4.22.1 + graceful-fs: 4.2.11 + http-proxy-middleware: 2.0.9(@types/express@4.17.25) + ipaddr.js: 2.3.0 + launch-editor: 2.13.2 + open: 10.2.0 + p-retry: 6.2.1 + schema-utils: 4.3.3 + selfsigned: 5.5.0 + serve-index: 1.9.2 + sockjs: 0.3.24 + spdy: 4.0.2 + webpack-dev-middleware: 7.4.5(tslib@2.8.1)(webpack@5.106.1(@swc/core@1.15.24)) + ws: 8.20.0 + optionalDependencies: + webpack: 5.106.1(@swc/core@1.15.24) + transitivePeerDependencies: + - bufferutil + - debug + - supports-color + - tslib + - utf-8-validate + + webpack-merge@5.10.0: + dependencies: + clone-deep: 4.0.1 + flat: 5.0.2 + wildcard: 2.0.1 + + webpack-merge@6.0.1: + dependencies: + clone-deep: 4.0.1 + flat: 5.0.2 + wildcard: 2.0.1 + + webpack-sources@3.3.4: {} + + webpack@5.106.1(@swc/core@1.15.24): + dependencies: + '@types/eslint-scope': 3.7.7 + '@types/estree': 1.0.8 + '@types/json-schema': 7.0.15 + '@webassemblyjs/ast': 1.14.1 + '@webassemblyjs/wasm-edit': 1.14.1 + '@webassemblyjs/wasm-parser': 1.14.1 + acorn: 8.16.0 + acorn-import-phases: 1.0.4(acorn@8.16.0) + browserslist: 4.28.2 + chrome-trace-event: 1.0.4 + enhanced-resolve: 5.20.1 + es-module-lexer: 2.0.0 + eslint-scope: 5.1.1 + events: 3.3.0 + glob-to-regexp: 0.4.1 + graceful-fs: 4.2.11 + json-parse-even-better-errors: 2.3.1 + loader-runner: 4.3.1 + mime-types: 2.1.35 + neo-async: 2.6.2 + schema-utils: 4.3.3 + tapable: 2.3.2 + terser-webpack-plugin: 5.4.0(@swc/core@1.15.24)(webpack@5.106.1(@swc/core@1.15.24)) + watchpack: 2.5.1 + webpack-sources: 3.3.4 + transitivePeerDependencies: + - '@swc/core' + - esbuild + - uglify-js + + webpackbar@6.0.1(webpack@5.106.1(@swc/core@1.15.24)): + dependencies: + ansi-escapes: 4.3.2 + chalk: 4.1.2 + consola: 3.4.2 + figures: 3.2.0 + markdown-table: 2.0.0 + pretty-time: 1.1.0 + std-env: 3.10.0 + webpack: 5.106.1(@swc/core@1.15.24) + wrap-ansi: 7.0.0 + + websocket-driver@0.7.4: + dependencies: + http-parser-js: 0.5.10 + safe-buffer: 5.2.1 + websocket-extensions: 0.1.4 + + websocket-extensions@0.1.4: {} + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + widest-line@4.0.1: + dependencies: + string-width: 5.1.2 + + wildcard@2.0.1: {} + + wrap-ansi@7.0.0: + dependencies: + ansi-styles: 4.3.0 + string-width: 4.2.3 + strip-ansi: 6.0.1 + + wrap-ansi@8.1.0: + dependencies: + ansi-styles: 6.2.3 + string-width: 5.1.2 + strip-ansi: 7.2.0 + + write-file-atomic@3.0.3: + dependencies: + imurmurhash: 0.1.4 + is-typedarray: 1.0.0 + signal-exit: 3.0.7 + typedarray-to-buffer: 3.1.5 + + ws@7.5.10: {} + + ws@8.20.0: {} + + wsl-utils@0.1.0: + dependencies: + is-wsl: 3.1.1 + + xdg-basedir@5.1.0: {} + + xml-js@1.6.11: + dependencies: + sax: 1.6.0 + + yallist@3.1.1: {} + + yocto-queue@1.2.2: {} + + zwitch@2.0.4: {} diff --git a/docs/sidebars.ts b/docs/sidebars.ts new file mode 100644 index 0000000..2324487 --- /dev/null +++ b/docs/sidebars.ts @@ -0,0 +1,38 @@ +import type {SidebarsConfig} from '@docusaurus/plugin-content-docs'; + +const sidebars: SidebarsConfig = { + docsSidebar: [ + 'index', + { + type: 'category', + label: 'Online Tools', + items: ['tools/pict-online'], + }, + { + type: 'category', + label: 'Reference', + link: { type: 'generated-index', slug: '/reference' }, + items: [ + 'reference/options', + 'reference/pict', + { + type: 'category', + label: 'Shortcuts', + items: ['reference/shortcuts/constraint'], + }, + ], + }, + { + type: 'category', + label: 'Development', + items: ['development/algorithm', 'development/constraint-logic', 'development/typescript', 'development/python'], + }, + { + type: 'category', + label: 'History', + items: ['history/index', 'history/v3', 'history/v2', 'history/v1', 'history/migration'], + }, + ], +}; + +export default sidebars; diff --git a/docs/src/css/custom.css b/docs/src/css/custom.css new file mode 100644 index 0000000..a04c0c1 --- /dev/null +++ b/docs/src/css/custom.css @@ -0,0 +1,145 @@ +:root { + --ifm-color-primary: #6366f1; + --ifm-color-primary-dark: #4f46e5; + --ifm-color-primary-darker: #4338ca; + --ifm-color-primary-darkest: #3730a3; + --ifm-color-primary-light: #818cf8; + --ifm-color-primary-lighter: #a5b4fc; + --ifm-color-primary-lightest: #c7d2fe; + --ifm-code-font-size: 95%; + --ifm-font-family-base: system-ui, -apple-system, 'Segoe UI', Roboto, sans-serif; + --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1); +} + +[data-theme='dark'] { + --ifm-color-primary: #818cf8; + --ifm-color-primary-dark: #6366f1; + --ifm-color-primary-darker: #4f46e5; + --ifm-color-primary-darkest: #4338ca; + --ifm-color-primary-light: #a5b4fc; + --ifm-color-primary-lighter: #c7d2fe; + --ifm-color-primary-lightest: #e0e7ff; + --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3); +} + +/* Hero section styling */ +.hero--primary { + background: linear-gradient(135deg, #6366f1, #8b5cf6, #a855f7); +} + +[data-theme='dark'] .hero--primary { + background: linear-gradient(135deg, #312e81, #4c1d95, #581c87); +} + +/* Admonition custom styling */ +.admonition { + border-radius: 8px; +} + +/* Code block enhancements */ +.prism-code { + border-radius: 8px; +} + +/* Feature cards */ +.feature-card { + padding: 1.5rem; + border-radius: 12px; + border: 1px solid var(--ifm-color-emphasis-200); + transition: transform 0.2s, box-shadow 0.2s; +} + +.feature-card:hover { + transform: translateY(-2px); + box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1); +} + +[data-theme='dark'] .feature-card:hover { + box-shadow: 0 4px 12px rgba(0, 0, 0, 0.3); +} + +/* Badge container */ +.badges { + display: flex; + flex-wrap: wrap; + gap: 8px; + margin: 1rem 0; +} + +.badges a { + display: inline-block; +} + +/* Option table enhancements */ +.option-table { + margin: 1.5rem 0; +} + +.option-table th { + background: var(--ifm-color-emphasis-100); +} + +[data-theme='dark'] .option-table th { + background: var(--ifm-color-emphasis-200); +} + +/* Interactive demo styling */ +.demo-wrapper { + display: flex; + gap: 1rem; + flex-wrap: wrap; +} + +.demo-wrapper > div { + flex: 1; + min-width: 280px; +} + +.demo-table { + border-collapse: collapse; + width: 100%; + font-size: 0.85rem; +} + +.demo-table th, +.demo-table td { + padding: 6px 10px; + border: 1px solid var(--ifm-color-emphasis-300); +} + +.demo-table th { + background: var(--ifm-color-primary); + color: white; +} + +.demo-textarea { + width: 100%; + min-height: 80px; + padding: 10px; + border: 1px solid var(--ifm-color-emphasis-300); + border-radius: 6px; + font-family: var(--ifm-font-family-monospace); + font-size: 0.85rem; + background: var(--ifm-background-color); + color: var(--ifm-font-color-base); + resize: vertical; +} + +.demo-textarea:focus { + outline: none; + border-color: var(--ifm-color-primary); + box-shadow: 0 0 0 2px var(--ifm-color-primary-lightest); +} + +.demo-error { + margin-top: 0.5rem; + padding: 0.5rem; + border-radius: 4px; + font-size: 0.8rem; + background: var(--ifm-color-danger-contrast-background); + color: var(--ifm-color-danger-dark); +} + +[data-theme='dark'] .demo-error { + color: var(--ifm-color-danger-light); +} diff --git a/docs/src/pages/about.mdx b/docs/src/pages/about.mdx new file mode 100644 index 0000000..0a3f31d --- /dev/null +++ b/docs/src/pages/about.mdx @@ -0,0 +1,34 @@ +--- +title: About +--- + +# About CoverTable + +CoverTable is an open-source **N-wise covering array generator** for combinatorial testing, available in both TypeScript and Python. + +## What is Combinatorial Testing? + +When software has multiple parameters, testing every possible combination is often impractical. Combinatorial testing (also known as pairwise testing) generates a minimal set of test cases that covers all N-wise interactions between parameter values. This approach dramatically reduces the number of test cases while maintaining high defect detection rates. + +## Features + +- **N-wise coverage** with configurable strength (pairwise by default) +- **Constraint support** with three-valued logic and forward checking +- **PICT-format compatibility** via `PictModel` +- **Streaming output** via generators for incremental processing +- **Deterministic results** controlled by a hash-based sorter and salt +- **Sub-model support** for different strengths across parameter groups +- **TypeScript and Python** implementations with the same algorithm + +## Project + +CoverTable is developed and maintained by [walkframe](https://github.com/walkframe). + +- Source code: [GitHub](https://github.com/walkframe/covertable) +- TypeScript package: [npm](https://www.npmjs.com/package/covertable) +- Python package: [PyPI](https://pypi.org/project/covertable/) +- License: Apache 2.0 + +## Contact + +For bug reports, feature requests, or questions, please open an issue on our [GitHub repository](https://github.com/walkframe/covertable/issues). diff --git a/docs/src/pages/index.module.css b/docs/src/pages/index.module.css new file mode 100644 index 0000000..9f71a5d --- /dev/null +++ b/docs/src/pages/index.module.css @@ -0,0 +1,23 @@ +/** + * CSS files with the .module.css suffix will be treated as CSS modules + * and scoped locally. + */ + +.heroBanner { + padding: 4rem 0; + text-align: center; + position: relative; + overflow: hidden; +} + +@media screen and (max-width: 996px) { + .heroBanner { + padding: 2rem; + } +} + +.buttons { + display: flex; + align-items: center; + justify-content: center; +} diff --git a/docs/src/pages/privacy-policy.mdx b/docs/src/pages/privacy-policy.mdx new file mode 100644 index 0000000..d418712 --- /dev/null +++ b/docs/src/pages/privacy-policy.mdx @@ -0,0 +1,44 @@ +--- +title: Privacy Policy +--- + +# Privacy Policy + +Last updated: April 19, 2026 + +## Overview + +This Privacy Policy describes how the CoverTable documentation site ("we", "us", or "our") at covertable.walkframe.com handles information when you visit our site. + +## Information We Collect + +### Automatically Collected Information + +When you visit our site, certain information may be collected automatically, including: + +- IP address +- Browser type and version +- Pages visited and time spent +- Referring website + +### Analytics and Tag Management + +This site uses Google Tag Manager and Google Analytics, services provided by Google LLC. 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+IF [Region] = "US" THEN [Currency] IN {"USD"}; +IF [Region] = "EU" THEN [Currency] IN {"EUR", "GBP"}; +IF [Region] = "APAC" THEN [Currency] IN {"JPY", "USD"}; + +IF [Language] = "ja" THEN [Region] IN {"JP", "APAC"}; +IF [Language] = "fr" THEN [Region] = "EU"; +IF [Language] = "de" THEN [Region] = "EU"; + +IF [Device] = "iOSApp" THEN [Browser] = "Safari"; +IF [Device] = "AndroidApp" THEN [Browser] = "Chrome"; +IF [Device] = "Desktop" THEN [Browser] IN {"Chrome", "Safari", "Firefox", "Edge"}; +IF [Device] = "MobileWeb" THEN [Browser] IN {"Chrome", "Safari", "Firefox"}; +IF [Device] = "Tablet" THEN [Browser] IN {"Chrome", "Safari", "Edge"}; + +IF [Payment] = "ApplePay" THEN [Device] IN {"iOSApp", "MobileWeb", "Tablet"}; +IF [Payment] = "GooglePay" THEN [Device] IN {"AndroidApp", "MobileWeb"}; +IF [Payment] = "PayPal" THEN [UserType] IN {"Guest", "Member", "Premium"}; +IF [Payment] = "Invoice" THEN [UserType] IN {"Corporate"}; +IF [Payment] = "BankTransfer" THEN [UserType] IN {"Member", "Premium", "Corporate"}; + +IF [Shipping] = "SameDay" THEN [Region] IN {"JP", "US"}; +IF [Shipping] = "StorePickup" THEN [Region] = "JP"; +IF [Shipping] = "PickupPoint" THEN [Region] IN {"EU", "US"}; +IF [AddressType] = "POBox" THEN NOT ([Shipping] IN {"SameDay", "StorePickup"}); + +IF [ItemCategory] = "Digital" THEN [Shipping] = "Standard"; +IF [ItemCategory] = "Digital" THEN [GiftOption] = "None"; +IF [ItemCategory] = "Digital" THEN [AddressType] = "Home"; +IF [ItemCategory] = "Subscription" THEN [Shipping] = "Standard"; +IF [ItemCategory] = "Furniture" THEN NOT ([Shipping] IN {"SameDay", "StorePickup", "PickupPoint"}); +IF [ItemCategory] = "Grocery" THEN NOT ([Shipping] IN {"PickupPoint", "StorePickup"}); + +IF [InventoryStatus] = "BackOrder" THEN NOT ([Shipping] IN {"SameDay"}); +IF [InventoryStatus] = "PreOrder" THEN [Shipping] IN {"Standard", "Express"}; +IF [InventoryStatus] = "PreOrder" THEN NOT ([Coupon] IN {"FREESHIP"}); + +IF [Coupon] = "VIP15" THEN [UserType] = "Premium"; +IF [Coupon] = "Welcome10" THEN [AccountAge] = "New"; +IF [Coupon] = "BULK20" THEN [CartSize] = "Bulk"; +IF [Coupon] = "FREESHIP" THEN NOT ([Shipping] IN {"StorePickup"}); + +IF [CartSize] = "Bulk" THEN NOT ([UserType] IN {"Guest"}); +IF [CartSize] = "Bulk" THEN NOT ([Payment] IN {"ApplePay", "GooglePay"}); +IF [CartSize] = "Single" THEN NOT ([Coupon] IN {"BULK20"}); + +IF [FraudCheck] = "Reject" THEN NOT ([Payment] IN {"BankTransfer", "Invoice"}); +IF [FraudCheck] = "Reject" THEN [Coupon] = "None"; +IF [FraudCheck] = "Reject" THEN [LoyaltyUse] = "None"; + +IF NOT ([LoyaltyUse] IN {"None"}) THEN NOT ([UserType] IN {"Guest"}); +IF [LoyaltyUse] = "Full" THEN [UserType] IN {"Premium"}; +IF [LoyaltyUse] = "Full" THEN [Coupon] = "None"; + +IF [SupportPlan] = "Plus" THEN [UserType] IN {"Premium", "Corporate"}; +IF [SupportPlan] = "Basic" THEN NOT ([UserType] IN {"Guest"}); + +IF [UserType] = "Guest" THEN [EmailVerified] = "No"; +IF [Payment] IN {"BankTransfer", "Invoice"} THEN [EmailVerified] = "Yes"; +IF [Shipping] IN {"Express", "SameDay"} THEN [PhoneVerified] = "Yes"; + +IF [GiftOption] = "WrapAndMessage" THEN NOT ([ItemCategory] IN {"Digital", "Subscription", "Furniture"}); +IF [GiftOption] = "Wrap" THEN NOT ([ItemCategory] IN {"Digital", "Subscription"}); +IF [GiftOption] = "Message" THEN NOT ([ItemCategory] IN {"Digital"}); + +IF [Region] IN {"JP", "EU"} THEN [TaxMode] = "Inclusive"; +IF [Region] = "US" THEN [TaxMode] = "Exclusive"; + +# ----- arithmetic constraints ----- + +# Subtotal must not exceed 25000 +[UnitPrice] * [Quantity] <= 25000; + +# Discount amount must not exceed subtotal (parentheses override precedence) +[UnitPrice] * [Quantity] * [DiscountRate] / 100 <= [UnitPrice] * [Quantity]; + +# Bulk orders (qty >= 5) require unit price >= 500 +IF [Quantity] >= 5 THEN [UnitPrice] >= 500; + +# High-value orders (subtotal > 10000) cannot use Guest +IF [UnitPrice] * [Quantity] > 10000 THEN NOT ([UserType] IN {"Guest"}); + +# Net amount after discount: parenthesized addition overrides multiplication +# (UnitPrice + 100) * Quantity <= 30000 β€” shipping surcharge model +([UnitPrice] + 100) * [Quantity] <= 30000; + +# Discount 50% only for subtotal >= 5000 +IF [DiscountRate] = 50 THEN [UnitPrice] * [Quantity] >= 5000; + +# Free shipping threshold: net payable must be >= 3000 +[UnitPrice] * [Quantity] - [UnitPrice] * [Quantity] * [DiscountRate] / 100 >= 0; diff --git a/python/.gitignore b/python/.gitignore index 5f5970b..ba7e8c5 100644 --- a/python/.gitignore +++ b/python/.gitignore @@ -3,9 +3,10 @@ __pycache__/ .tox/ venv/ .coverage +coverage.xml .junit.xml htmlcov/ pip-wheel-metadata *.egg-info build/ -dist/ \ No newline at end of file +dist/ diff --git a/python/.tool-versions b/python/.tool-versions new file mode 100644 index 0000000..ecefe3a --- /dev/null +++ b/python/.tool-versions @@ -0,0 +1 @@ +python 3.12.8 diff --git a/python/README.rst b/python/README.rst index c06c2d3..83f69eb 100644 --- a/python/README.rst +++ b/python/README.rst @@ -1,24 +1,18 @@ .. image:: https://badge.fury.io/py/covertable.svg :target: https://badge.fury.io/py/covertable -.. image:: https://circleci.com/gh/walkframe/covertable.svg?style=shield - :target: https://circleci.com/gh/walkframe/covertable +.. image:: https://github.com/walkframe/covertable/actions/workflows/python.yaml/badge.svg + :target: https://github.com/walkframe/covertable/actions/workflows/python.yaml .. image:: https://codecov.io/gh/walkframe/covertable/branch/master/graph/badge.svg :target: https://codecov.io/gh/walkframe/covertable -.. image:: https://img.shields.io/badge/code%20style-black-000000.svg - :target: https://github.com/python/black - .. image:: https://img.shields.io/badge/License-Apache%202.0-blue.svg :target: https://opensource.org/licenses/Apache-2.0 Requirements ============ -- Python: 3.3 or later. - - - Tested with 3.7 - +- Python: 3.9 or later. Installation ============ @@ -29,126 +23,175 @@ Installation Usage ===== -Just import ``covertable`` and call ``make`` function. +Import ``covertable`` and call the ``make`` function. .. code-block:: python3 >>> from covertable import make, sorters, criteria - + >>> machine_list = ['iphone', 'pixel'] >>> os_list = ['ios', 'android'] >>> browser_list = ['FireFox', 'Chrome', 'Safari'] + >>> # list input and output >>> make( - ... [machine_list, os_list, browser_list], # list factors - ... length=2, # default: 2 + ... [machine_list, os_list, browser_list], + ... strength=2, # default: 2 ... sorter=sorters.random, # default: sorters.hash ... criterion=criteria.simple, # default: criteria.greedy - ... seed=100, # default: '' - ... pre_filter=lambda row: not(row[1] == 'android' and row[0] != 'pixel') and not(row[1] == 'ios' and row[0] != 'iphone'), # default: None + ... salt='my_seed', # default: '' + ... constraints=[ + ... {'operator': 'custom', 'fields': [0, 1], 'evaluate': + ... lambda row: not(row[1] == 'android' and row[0] != 'pixel') and not(row[1] == 'ios' and row[0] != 'iphone')}, + ... ], ... ) - [ - ['pixel', 'android', 'Safari'], - ['iphone', 'ios', 'Chrome'], - ['iphone', 'ios', 'Safari'], - ['pixel', 'android', 'Chrome'], - ['pixel', 'android', 'FireFox'], - ['iphone', 'ios', 'FireFox'] - ] - + [['iphone', 'ios', 'FireFox'], ['pixel', 'android', 'Chrome'], ...] >>> # dict input and output >>> make( - ... {'machine': machine_list, 'os': os_list, 'browser': browser_list}, # dict factors - ... length=2, # default: 2 - ... tolerance=3, # default: 0 - ... post_filter=lambda row: not(row['os'] == 'android' and row['machine'] != 'pixel') and not(row['os'] == 'ios' and row['machine'] != 'iphone'), # default: None + ... {'machine': machine_list, 'os': os_list, 'browser': browser_list}, + ... strength=2, + ... tolerance=3, + ... constraints=[ + ... {'operator': 'or', 'conditions': [ + ... {'operator': 'eq', 'left': 'os', 'value': 'android'}, + ... {'operator': 'ne', 'left': 'machine', 'value': 'pixel'}, + ... ]}, + ... ], ... ) - [ - {'machine': 'pixel', 'browser': 'Chrome', 'os': 'android'}, - {'machine': 'pixel', 'browser': 'FireFox', 'os': 'android'}, - {'machine': 'iphone', 'os': 'ios', 'browser': 'Chrome'}, - {'os': 'ios', 'browser': 'FireFox', 'machine': 'iphone'} - ] + [{'machine': 'pixel', 'browser': 'Chrome', 'os': 'android'}, ...] -Options ---------------- +Declarative Constraints +======================= -``covertable.make`` function has options as keyword argument. +The ``constraints`` parameter accepts a list of condition dicts evaluated under +three-valued logic with forward checking and constraint propagation. -All options are omittable. +.. code-block:: python3 -length -~~~~~~~~~~~~~~~~ -Number of factors to be covered. (default: 2) + >>> from covertable import make + + >>> rows = make( + ... { + ... 'OS': ['Win', 'Mac', 'Linux'], + ... 'Browser': ['Chrome', 'Firefox', 'Safari'], + ... }, + ... constraints=[ + ... # Safari only on Mac + ... {'operator': 'or', 'conditions': [ + ... {'operator': 'ne', 'left': 'Browser', 'value': 'Safari'}, + ... {'operator': 'eq', 'left': 'OS', 'value': 'Mac'}, + ... ]}, + ... ], + ... ) -Obviously the more it increases, the more number of combinations increases. +Supported condition operators: -sorter -~~~~~~~~~~~~~~~~ -Combinations depend on the order of spreading all over the rows. +- **Comparison**: ``eq``, ``ne``, ``gt``, ``lt``, ``gte``, ``lte``, ``in`` +- **Logical**: ``and``, ``or``, ``not`` +- **Custom**: ``fn`` (escape hatch with ``requires`` and ``evaluate`` callable) -You can choice a sorter from the following: +Field-to-field comparison uses ``right``: -:sorters.random: +.. code-block:: python3 - This makes different combinations everytime. (fastest) + {'operator': 'ne', 'left': 'A', 'right': 'B'} -:sorters.hash: +Arithmetic expressions can be used as operands: - This makes combinations depending on hash of the pair and seed. (default) +.. code-block:: python3 - - It receives `seed` and `useCache` options. + # A + B > 10 + {'operator': 'gt', 'left': {'operator': 'add', 'left': 'A', 'right': 'B'}, 'value': 10} - - `seed` option decides the order of storing from unstored pairs, therefore it outputs the same result every time when number of factors and seed are the same. - - `useCache` option decide if using cache of hash or not. (default: `true`) - - - It is around 10% faster than setting `useCache` **off**. +Supported arithmetic operators: ``add``, ``sub``, ``mul``, ``div``, ``mod`` +Stats +----- -criterion -~~~~~~~~~~~~~~~~~ +When using ``constraints``, the ``Controller`` exposes a ``stats`` property: -:criteria.simple: +.. code-block:: python3 - This extracts any pairs that can be stored into the processing row. + >>> from covertable.main import Controller -:criteria.greedy: + >>> ctrl = Controller( + ... {'A': [1, 2, 3], 'B': ['x', 'y', 'z']}, + ... constraints=[{'operator': 'ne', 'left': 'A', 'value': 1}], + ... ) + >>> rows = list(ctrl.make_async()) + >>> ctrl.stats + {'total_pairs': 9, 'pruned_pairs': 3, 'covered_pairs': 6, ...} - This attempts to make most efficient combinations. (default) - - - These combinations are not always shorter than `simple` criterion. - - It receives `tolerance `__ option. -.. note:: +PICT Model +========== - Not relevant options will be ignored. +Parse PICT-format model files directly: +.. code-block:: python3 -pre_filter -~~~~~~~~~~~~~~~~ -This means a function to filter beforehand. + >>> from covertable.pict import PictModel -It receives an argument `row` as `object` type. + >>> model = PictModel(""" + ... OS: Win, Mac, Linux + ... Browser: Chrome, Firefox, ~Safari + ... IF [Browser] = "Safari" THEN [OS] = "Mac"; + ... """) + >>> rows = model.make() + >>> model.stats -When the function returns `False`, the row combination will not be registered. -- If factors type is `Array`, you should specify an index at the subscript like ``row => row[1] < 6``. -- If factors type is `Object`, you should specify a key at the subscript like ``row => row['month'] < 6`` +Options +======= -post_filter -~~~~~~~~~~~~~~~~ +All options are keyword arguments to ``covertable.make``. -This means a function to filter later. +strength +-------- +Number of factors to be covered. (default: 2) -The usage is the same as `preFilter`, only the difference is the timing of the call. -It will delete rows not matched this function at the last. +The higher the value, the more combinations are generated. + +sorter +------ +Controls the order of pair processing. + +:sorters.hash: + Deterministic ordering using FNV-1a hash. (default) + + Accepts a ``salt`` option for reproducible results. + +:sorters.random: + Random ordering. Different results each time. + +criterion +--------- + +:criteria.greedy: + Attempts to make efficient combinations. (default) + + Accepts a ``tolerance`` option. + +:criteria.simple: + Extracts any pairs that can be stored into the processing row. + +constraints +----------- +A list of declarative condition dicts. See `Declarative Constraints`_ above. + +comparer +-------- +A dict of custom comparison functions to override default operators. + +.. code-block:: python3 + + make(factors, comparer={'eq': lambda a, b: str(a) == str(b)}) -For this reason, the final test cases may not satisfy the factors coverage. Development -=============== +=========== .. code-block:: sh @@ -158,19 +201,11 @@ Development (venv) $ pip install -r dev_requirements.txt # testing - (venv) $ tox # -e py37 -e cov -e black - - -Publish ----------------- - -.. code-block:: sh - - (venv) $ python setup.py sdist bdist_wheel - (venv) $ twine upload --repository pypi dist/* + (venv) $ pytest More info -=================== +========= - `walkframe/covertable - GitHub `__ +- `Documentation `__ diff --git a/python/ci_requirements.txt b/python/ci_requirements.txt index 8091e2b..2e4f605 100644 --- a/python/ci_requirements.txt +++ b/python/ci_requirements.txt @@ -1,4 +1,5 @@ -tox -setuptools -wheel +pytest +pytest-cov +codecov +build twine diff --git a/python/covertable/__init__.py b/python/covertable/__init__.py index 8bf1d35..0a88194 100644 --- a/python/covertable/__init__.py +++ b/python/covertable/__init__.py @@ -1 +1 @@ -from .main import make, sorters +from .main import make, make_async, sorters, criteria, Controller diff --git a/python/covertable/criteria/greedy.py b/python/covertable/criteria/greedy.py index 389a2d6..9960fd5 100644 --- a/python/covertable/criteria/greedy.py +++ b/python/covertable/criteria/greedy.py @@ -1,46 +1,86 @@ -import hashlib -from collections import defaultdict from itertools import combinations -def get_num_removable_pairs(indexes, incompleted, length): - removing_keys = combinations(indexes, length) - return len(incompleted.intersection(removing_keys)) +def get_num_removable_pairs(indexes, incomplete, strengths, exclude=None): + num = 0 + arr = sorted(indexes) + for s in strengths: + if s == 2: + # Fast path for pairwise: avoid combinations overhead + length = len(arr) + for i in range(length - 1): + ai = arr[i] + for j in range(i + 1, length): + key = (ai, arr[j]) + if key in incomplete and (exclude is None or key not in exclude): + num += 1 + else: + for pair in combinations(arr, s): + if pair in incomplete and (exclude is None or pair not in exclude): + num += 1 + return num -def extract( - sorted_incompleted, row, parents, length, incompleted, tolerance=0, **kwargs -): +def extract(ctrl): + has_constraints = bool(ctrl._constraints) while True: max_num_pairs = None efficient_pair = None - for pair in sorted_incompleted: - if not row: - yield pair - continue + # Compute pairs already covered by current row + row_covered = set() + if ctrl.row: + for s in ctrl.all_strengths: + for p in combinations(sorted(ctrl.row.values()), s): + row_covered.add(tuple(p)) + + for pair_key, pair in list(ctrl.incomplete.items()): + row_size = len(ctrl.row) - if row.filled(): + if ctrl.is_filled(): break - storable = row.storable([(parents[p], p) for p in pair]) - if storable is None: + # Skip pairs already covered by current row + if pair_key in row_covered: continue - if storable == 0: + # Skip pairs that failed for this row + if pair_key in ctrl.row.invalid_pairs: + continue + + # Fast compatibility check + compat = len(pair) if row_size == 0 else ctrl.is_compatible(pair) + if compat is None: + continue + if compat == 0: continue + # Full storable check if constraints exist + storable = compat + if has_constraints: + full_storable = ctrl.storable(ctrl.get_candidate(pair)) + if full_storable is None: + continue + if full_storable == 0: + continue + storable = full_storable + + storable_abs = abs(storable) + num_pairs = get_num_removable_pairs( - sorted({*row.values(), *pair}), incompleted, length + set(list(ctrl.row.values()) + list(pair)), + ctrl.incomplete, + ctrl.all_strengths, + row_covered, ) - if num_pairs + tolerance > len(row) * storable: + + if num_pairs + ctrl.tolerance > row_size * storable_abs: efficient_pair = pair break if max_num_pairs is None or max_num_pairs < num_pairs: max_num_pairs = num_pairs efficient_pair = pair - if not efficient_pair: + if efficient_pair is None: break - yield efficient_pair diff --git a/python/covertable/criteria/simple.py b/python/covertable/criteria/simple.py index b14f5ea..fe72903 100644 --- a/python/covertable/criteria/simple.py +++ b/python/covertable/criteria/simple.py @@ -1,6 +1,7 @@ -def extract(sorted_incompleted, row, parents, **kwargs): - for pair in sorted_incompleted: - storable = row.storable([(parents[p], p) for p in pair]) - if storable is None: +def extract(ctrl): + for pair_key, pair in list(ctrl.incomplete.items()): + cand = ctrl.get_candidate(pair) + storable = ctrl.storable(cand) + if storable is None or storable == 0: continue yield pair diff --git a/python/covertable/evaluate.py b/python/covertable/evaluate.py new file mode 100644 index 0000000..c381c53 --- /dev/null +++ b/python/covertable/evaluate.py @@ -0,0 +1,188 @@ +"""Three-valued (Kleene) constraint evaluation engine. + +Condition types (plain dicts with an ``operator`` key): + +Comparison: + {"operator": "eq"|"ne"|"gt"|"lt"|"gte"|"lte", "left": Operand, "value": any} + {"operator": "eq"|"ne"|"gt"|"lt"|"gte"|"lte", "left": Operand, "right": Operand} + {"operator": "in", "left": Operand, "values": list} + +Logical: + {"operator": "not", "condition": Condition} + {"operator": "and", "conditions": [Condition, ...]} + {"operator": "or", "conditions": [Condition, ...]} + +Arithmetic (used as Operand, not as top-level Condition): + {"operator": "add"|"sub"|"mul"|"div"|"mod", "left": Operand, "right": Operand} + {"operator": "add"|"sub"|"mul"|"div"|"mod", "left": Operand, "value": any} + +Function (escape hatch): + {"operator": "fn", "requires": [str, ...], "evaluate": callable(row)->bool} + +An Operand is either a string (field reference, dot notation supported) or +an arithmetic expression dict. + +``evaluate()`` returns ``True``, ``False``, or ``None`` (unknown/deferred). +""" + +_SENTINEL = object() + +DEFAULT_COMPARER = { + "eq": lambda a, b: a == b, + "ne": lambda a, b: a != b, + "gt": lambda a, b: a > b, + "lt": lambda a, b: a < b, + "gte": lambda a, b: a >= b, + "lte": lambda a, b: a <= b, + "in": lambda value, values: value in values, +} + +_ARITHMETIC_OPS = { + "add": lambda a, b: a + b, + "sub": lambda a, b: a - b, + "mul": lambda a, b: a * b, + "div": lambda a, b: a / b, + "mod": lambda a, b: a % b, + "pow": lambda a, b: a ** b, +} + + +def resolve(row, field): + """Resolve a field path against a row dict. + + String fields support dot notation for nested access. + Returns ``_SENTINEL`` if any segment is missing. + """ + if not isinstance(field, str): + return row.get(field, _SENTINEL) + parts = field.split(".") + current = row + for part in parts: + if current is None or not isinstance(current, dict): + return _SENTINEL + current = current.get(part, _SENTINEL) + if current is _SENTINEL: + return _SENTINEL + return current + + +def resolve_operand(row, operand): + """Resolve an operand (field reference or arithmetic expression). + + Returns ``_SENTINEL`` if any referenced field is missing. + """ + if isinstance(operand, (str, int)): + return resolve(row, operand) + # Arithmetic expression dict + left = resolve_operand(row, operand["left"]) + if left is _SENTINEL: + return _SENTINEL + if "right" in operand: + right = resolve_operand(row, operand["right"]) + else: + right = operand["value"] + if right is _SENTINEL: + return _SENTINEL + fn = _ARITHMETIC_OPS[operand["operator"]] + return fn(left, right) + + +def _extract_operand_keys(operand): + """Extract top-level factor keys from an operand.""" + if isinstance(operand, str): + return {operand.split(".")[0]} + if isinstance(operand, int): + return {operand} + # Arithmetic expression + keys = _extract_operand_keys(operand["left"]) + if "right" in operand: + keys.update(_extract_operand_keys(operand["right"])) + return keys + + +def extract_keys(condition): + """Return the set of top-level factor keys a condition depends on.""" + op = condition["operator"] + if op == "not": + return extract_keys(condition["condition"]) + if op in ("and", "or"): + keys = set() + for sub in condition["conditions"]: + keys.update(extract_keys(sub)) + return keys + if op == "fn": + return set(condition["requires"]) + # comparison / in + keys = _extract_operand_keys(condition["left"]) + right = condition.get("right") + if right is not None: + keys.update(_extract_operand_keys(right)) + return keys + + +def evaluate(condition, row, comparer=None): + """Evaluate *condition* against *row* under Kleene three-valued logic. + + Returns ``True`` (satisfied), ``False`` (violated), or ``None`` (unknown). + """ + if comparer is None: + comparer = {} + op = condition["operator"] + + # -- logical -- + if op == "not": + r = evaluate(condition["condition"], row, comparer) + if r is None: + return None + return not r + + if op == "and": + has_unknown = False + for sub in condition["conditions"]: + r = evaluate(sub, row, comparer) + if r is False: + return False + if r is None: + has_unknown = True + return None if has_unknown else True + + if op == "or": + has_unknown = False + for sub in condition["conditions"]: + r = evaluate(sub, row, comparer) + if r is True: + return True + if r is None: + has_unknown = True + return None if has_unknown else False + + # -- custom -- + if op == "fn": + for k in condition["requires"]: + if resolve(row, k) is _SENTINEL: + return None + return condition["evaluate"](row) + + # -- in -- + if op == "in": + v = resolve_operand(row, condition["left"]) + if v is _SENTINEL: + return None + fn = comparer.get("in", DEFAULT_COMPARER["in"]) + return fn(v, condition["values"]) + + # -- comparison -- + v = resolve_operand(row, condition["left"]) + if v is _SENTINEL: + return None + + right = condition.get("right") + if right is not None: + t = resolve_operand(row, right) + if t is _SENTINEL: + return None + else: + t = condition["value"] + + fn = comparer.get(op, DEFAULT_COMPARER[op]) + return fn(v, t) diff --git a/python/covertable/exceptions.py b/python/covertable/exceptions.py index a919571..4750d2f 100644 --- a/python/covertable/exceptions.py +++ b/python/covertable/exceptions.py @@ -1,2 +1,6 @@ class InvalidCondition(BaseException): message = "It will never meet the condition" + + +class NeverMatch(Exception): + pass diff --git a/python/covertable/lib.py b/python/covertable/lib.py new file mode 100644 index 0000000..09e339a --- /dev/null +++ b/python/covertable/lib.py @@ -0,0 +1,7 @@ +def get_items(container): + if isinstance(container, list): + return list(enumerate(container)) + elif isinstance(container, dict): + return list(container.items()) + else: + raise TypeError("factors must be list or dict.") diff --git a/python/covertable/main.py b/python/covertable/main.py index 1e5c490..71d77b1 100644 --- a/python/covertable/main.py +++ b/python/covertable/main.py @@ -2,150 +2,751 @@ from . import sorters from . import criteria -from .exceptions import InvalidCondition +from .exceptions import NeverMatch +from .evaluate import evaluate as eval_condition, extract_keys +from .lib import get_items -def get_items(container): - if isinstance(container, list): - return enumerate(container) - elif isinstance(container, dict): - return container.items() - else: - raise TypeError("factors must be list or dict.") +class Row(dict): + def __init__(self, entries=None): + super().__init__(entries or {}) + self.consumed = {} + self.invalid_pairs = set() + def get_pair_key(self, *new_pair): + return tuple(sorted(list(self.values()) + list(new_pair))) -def convert_factors_to_serials(factors): - items = get_items(factors) - origin = 0 - serials, parents = factors.copy(), {} - for subscript, factor_list in items: - length = len(factor_list) - serial_list = [] - for serial in range(origin, origin + length): - serial_list.append(serial) - parents[serial] = subscript - serials[subscript] = serial_list - origin += length - return serials, parents + def copy_from(self, other): + self.update(other) -def make_incompleted(serials, length): - incompleted = set() - for keys in combinations([k for k, _ in get_items(serials)], length): - for pair in product(*[serials[keys[i]] for i in range(length)]): - incompleted.add(pair) - return incompleted +class Controller: + def __init__(self, factors, strength=2, sorter=None, criterion=None, + salt="", tolerance=0, + sub_models=None, presets=None, weights=None, + constraints=None, comparer=None): + self.factors = factors + self.strength = strength + self.sub_models = sub_models or [] + self.presets = presets or [] + self.weights = weights or {} + self.sorter = sorter or sorters.hash + self.criterion = criterion or criteria.greedy + self.salt = salt + self.tolerance = tolerance + self.serials = {} + self.parents = {} + self.indices = {} + self.incomplete = {} + self.rejected = set() + self.row = Row() -class Row(dict): - def __init__(self, row, factors, serials, pre_filter): - super().__init__(row or {}) - self.type = type(factors) - self.factors = factors - self.serials = serials - self.pre_filter = pre_filter + self.factor_length = len(factors) + self.factor_is_list = isinstance(factors, list) + + # Declarative constraints + self.comparer = comparer or {} + self._constraints = [] # list of {"condition": ..., "keys": set} + self._constraints_by_key = {} # key -> set of constraint indices + self._passed_indexes = set() # constraint indices satisfied on current row + + # Stats + self._total_pairs = 0 + self._pruned_pairs = 0 + self._row_count = 0 + self._uncovered_pairs = [] + self._completions = {} + + self._serialize(factors) + self._resolve_constraints(constraints) + self._set_incomplete() + self._total_pairs = len(self.incomplete) + + # Delete initial pairs that cannot satisfy constraints. + # Two-pass: first direct violations, then forward checking. + for pair_key in list(self.incomplete.keys()): + cand = self.get_candidate(pair_key) + if self._storable_check(cand) is False: + self.incomplete.pop(pair_key, None) + elif self._constraints: + snapshot = dict(cand) + if not self._forward_check(snapshot): + self.incomplete.pop(pair_key, None) + self._pruned_pairs = self._total_pairs - len(self.incomplete) + self._num_all_chunks = len(self.incomplete) + + @staticmethod + def _normalize_condition(cond): + """Convert ``values`` lists to sets for O(1) lookup in ``in`` conditions.""" + op = cond.get("operator") + if op == "in" and isinstance(cond.get("values"), list): + return {**cond, "values": set(cond["values"])} + if op in ("and", "or"): + return {**cond, "conditions": [Controller._normalize_condition(c) for c in cond["conditions"]]} + if op == "not": + return {**cond, "condition": Controller._normalize_condition(cond["condition"])} + return cond + + def _resolve_constraints(self, constraints): + """Build resolved constraints and per-key index.""" + if not constraints: + return + for i, cond in enumerate(constraints): + normalized = self._normalize_condition(cond) + keys = extract_keys(normalized) + self._constraints.append({"condition": normalized, "keys": keys}) + for k in keys: + if k not in self._constraints_by_key: + self._constraints_by_key[k] = set() + self._constraints_by_key[k].add(i) + + def _serialize(self, factors): + origin = 0 + serial = 0 + for subscript, elements in get_items(factors): + length = len(elements) + serial_list = [] + for index in range(origin, origin + length): + serial_list.append(serial) + self.parents[serial] = subscript + self.indices[serial] = index + serial += 1 + self.serials[subscript] = serial_list + origin += length + + def _set_incomplete(self): + pairs = [] + all_keys = [k for k, _ in get_items(self.serials)] + sub_model_key_sets = [set(sm["fields"]) for sm in self.sub_models] + + def is_within_sub_model(keys): + return any(all(k in ks for k in keys) for ks in sub_model_key_sets) + + for keys in combinations(all_keys, self.strength): + if is_within_sub_model(keys): + continue + comb = [self.serials[keys[i]] for i in range(self.strength)] + for pair in product(*comb): + pairs.append(tuple(sorted(pair))) + + for sm in self.sub_models: + for keys in combinations(sm["fields"], sm["strength"]): + comb = [self.serials[keys[i]] for i in range(sm["strength"])] + for pair in product(*comb): + pairs.append(tuple(sorted(pair))) + + sorted_pairs = self.sorter.sort(pairs, salt=self.salt, indices=self.indices) + for pair in sorted_pairs: + self.incomplete[pair] = pair + + # -- constraint evaluation helpers -- + + def _storable_check(self, candidate, row=None): + """Check constraints on (row + candidate). + + Returns True (OK) or False (violated). + """ + if row is None: + row = self.row + + if not self._constraints: + return True + + nxt_obj = None + for i, rc in enumerate(self._constraints): + if i in self._passed_indexes: + continue + if nxt_obj is None: + nxt = dict(row) + nxt.update(candidate) + nxt_obj = self._to_map_from_dict(nxt) + result = eval_condition(rc["condition"], nxt_obj, self.comparer) + if result is False: + return False + return True + + def _mark_passed_constraints(self, row): + """Mark constraints that are satisfied on *row*. Returns False if any fails.""" + if not self._constraints: + return True + obj = None + for i, rc in enumerate(self._constraints): + if i in self._passed_indexes: + continue + if obj is None: + obj = self._to_map_from_dict(row) + result = eval_condition(rc["condition"], obj, self.comparer) + if result is True: + self._passed_indexes.add(i) + elif result is False: + return False + return True + + def set_pair(self, pair): + """Snapshot-based pair addition with constraint checking. + + Returns True if the pair was committed, False if rejected. + """ + candidate = self.get_candidate(pair) + + # Build snapshot + snapshot = dict(self.row) + snapshot.update(candidate) + snapshot_obj = self._to_map_from_dict(snapshot) - def __getitem__(self, item): - return super().get(item) + # Evaluate all non-passed constraints + for i, rc in enumerate(self._constraints): + if i in self._passed_indexes: + continue + result = eval_condition(rc["condition"], snapshot_obj, self.comparer) + if result is False: + return False - def filled(self): - return len(self) == len(self.factors) + # Forward check before committing + if not self._forward_check(snapshot): + return False - def new(self, row=None): - return Row(row, self.factors, self.serials, self.pre_filter) + # Commit + for key, value in candidate: + self.row[key] = value + self._mark_passed_constraints(self.row) + return True - def storable(self, candidate=[]): + def _forward_check(self, snapshot): + """Propagate constraints to prune domains of unfilled factors. + + *snapshot* is a dict of {key: serial}. Read-only β€” does not modify self.row. + Returns False if any domain becomes empty (unsolvable). + """ + if not self._constraints: + return True + + # Build initial domains for unfilled factors + domains = {} + for key, serials in self.serials.items(): + if key not in snapshot: + domains[key] = list(serials) + if not domains: + return True + + relevant_set = set(range(len(self._constraints))) + + temp_row = dict(snapshot) + changed = True + while changed: + changed = False + for key in list(domains.keys()): + domain = domains.get(key) + if domain is None: + continue + if len(domain) == 0: + return False + + key_constraints = self._constraints_by_key.get(key) + if not key_constraints: + continue + has_relevant = any(ci in relevant_set for ci in key_constraints) + if not has_relevant: + continue + + surviving = [] + for serial in domain: + temp_row[key] = serial + obj = self._to_map_from_dict(temp_row) + viable = True + for ci in key_constraints: + if ci in self._passed_indexes: + continue + if eval_condition(self._constraints[ci]["condition"], obj, self.comparer) is False: + viable = False + break + if viable: + surviving.append(serial) + del temp_row[key] + + if len(surviving) == 0: + return False + if len(surviving) < len(domain): + domains[key] = surviving + changed = True + if len(surviving) == 1: + temp_row[key] = surviving[0] + del domains[key] + nc = self._constraints_by_key.get(key) + if nc: + relevant_set.update(nc) + + # Peer propagation for multi-value domains + if len(surviving) > 1: + for peer_key in list(domains.keys()): + if peer_key == key: + continue + peer_domain = domains.get(peer_key) + if peer_domain is None: + continue + peer_constraints = self._constraints_by_key.get(peer_key) + if not peer_constraints: + continue + if not (peer_constraints & key_constraints): + continue + + peer_viable = set() + for serial in surviving: + temp_row[key] = serial + for ps in peer_domain: + if ps in peer_viable: + continue + temp_row[peer_key] = ps + obj = self._to_map_from_dict(temp_row) + ok = True + for ci in peer_constraints: + if ci in self._passed_indexes: + continue + if eval_condition(self._constraints[ci]["condition"], obj, self.comparer) is False: + ok = False + break + if ok: + peer_viable.add(ps) + if peer_key in temp_row: + del temp_row[peer_key] + if key in temp_row: + del temp_row[key] + + narrowed = [v for v in peer_domain if v in peer_viable] + if len(narrowed) == 0: + return False + if len(narrowed) < len(peer_domain): + domains[peer_key] = narrowed + changed = True + if len(narrowed) == 1: + temp_row[peer_key] = narrowed[0] + del domains[peer_key] + nc = self._constraints_by_key.get(peer_key) + if nc: + relevant_set.update(nc) + return True + + def consume(self, pair): + if pair in self.incomplete: + del self.incomplete[pair] + self.row.consumed[pair] = pair + + def consume_pairs(self, row): + for s in self.all_strengths: + for pair in combinations(sorted(row.values()), s): + p = tuple(pair) + self.incomplete.pop(p, None) + + @property + def all_strengths(self): + strengths = {self.strength} + for sm in self.sub_models: + strengths.add(sm["strength"]) + return strengths + + def get_candidate(self, pair): + return [(self.parents[p], p) for p in pair] + + def is_compatible(self, pair): + """Return new-key count or None if incompatible.""" + num = 0 + for serial in pair: + key = self.parents[serial] + existing = self.row.get(key) + if existing is None: + num += 1 + elif existing != serial: + return None + return num + + def storable(self, candidate, row=None): + if row is None: + row = self.row num = 0 for key, el in candidate: - _el = self.get(key) - if _el is None: + existing = row.get(key) + if existing is None: num += 1 - elif _el != el: + elif existing != el: return None - if self.pre_filter is None: - return num - nxt = self.new({**self, **dict(candidate)}) - if not self.pre_filter(nxt.restore()): + + check = self._storable_check(candidate, row) + if check is False: return None return num - def complement(self): - for k, vs in get_items(self.serials): - for v in vs: - if self.storable([(k, v)]) is not None: - self[k] = v - break - if not self.filled(): - raise InvalidCondition(InvalidCondition.message) - return self - - def restore(self): - return self.new( - [key, self.factors[key][serial - self.serials[key][0]]] - for key, serial in self.items() + def is_filled(self, row=None): + if row is None: + row = self.row + return len(row) == self.factor_length + + def _to_map(self, row): + result = {} + for key, serial in row.items(): + index = self.indices[serial] + first = self.indices[self.serials[key][0]] + result[key] = self.factors[key][index - first] + return result + + def _to_map_from_dict(self, d): + """Convert a {key: serial} dict to {key: value}.""" + result = {} + for key, serial in d.items(): + index = self.indices[serial] + first = self.indices[self.serials[key][0]] + result[key] = self.factors[key][index - first] + return result + + def _to_object(self, row): + return self._to_map(row) + + def _reset(self): + for pair_key, pair in self.row.consumed.items(): + self.incomplete[pair_key] = pair + self.row = Row() + self._passed_indexes.clear() + + def _restore(self): + row = self.row + self.row = Row() + self._passed_indexes.clear() + if self.factor_is_list: + m = self._to_map(row) + return [v for _, v in sorted(m.items())] + return self._to_object(row) + + def _order_by_weight(self, key, serials): + factor_weights = self.weights.get(key) if self.weights else None + if not factor_weights: + return serials + first = self.indices[serials[0]] + return sorted( + serials, + key=lambda s: -factor_weights.get(self.indices[s] - first, 1), ) + def _close(self): + """Fill unfilled factors via depth-first backtracking. -def make( + Returns True on success, or a dict {"conflict_keys": set|None} on failure. + """ + kvs = list(get_items(self.serials)) + + unfilled = [] + for k, vs in kvs: + if k not in self.row: + unfilled.append({"key": k, "values": self._order_by_weight(k, vs)}) + + if not unfilled: + self._passed_indexes.clear() + self._mark_passed_constraints(self.row) + if self.is_complete: + return True + return {"conflict_keys": self._find_conflict_keys()} + + trier = Row(self.row.items()) + depth = len(unfilled) + idx = [0] * depth + d = 0 + last_conflict_keys = None + + trier[unfilled[0]["key"]] = unfilled[0]["values"][0] + + while True: + entry = unfilled[d] + v = entry["values"][idx[d]] + cand = [(entry["key"], v)] + s = self.storable(cand, trier) + + if s is not None: + if d == depth - 1: + self.row.copy_from(trier) + self._passed_indexes.clear() + self._mark_passed_constraints(self.row) + if self.is_complete: + return True + last_conflict_keys = self._find_conflict_keys() + else: + d += 1 + idx[d] = 0 + trier[unfilled[d]["key"]] = unfilled[d]["values"][0] + continue + + while True: + idx[d] += 1 + if idx[d] < len(unfilled[d]["values"]): + trier[unfilled[d]["key"]] = unfilled[d]["values"][idx[d]] + break + if unfilled[d]["key"] in trier: + del trier[unfilled[d]["key"]] + d -= 1 + if d < 0: + self._reset() + return {"conflict_keys": last_conflict_keys} + + def _find_conflict_keys(self): + """Find keys of first failing constraint on current row.""" + if not self.is_filled(): + return None + obj = self._to_object(self.row) + for i, rc in enumerate(self._constraints): + if i in self._passed_indexes: + continue + if eval_condition(rc["condition"], obj, self.comparer) is False: + return rc["keys"] + return None + + def _diagnose_uncovered_pairs(self): + """Analyse remaining pairs and identify failing constraints.""" + result = [] + for pair in self.incomplete.values(): + cand = self.get_candidate(pair) + pair_obj = {} + for key, serial in cand: + idx = self.indices[serial] + first = self.indices[self.serials[key][0]] + pair_obj[key] = self.factors[key][idx - first] + + snapshot = dict(cand) + snapshot_obj = self._to_map_from_dict(snapshot) + failing = [] + for i, rc in enumerate(self._constraints): + r = eval_condition(rc["condition"], snapshot_obj, self.comparer) + if r is False: + failing.append(i) + if not failing: + pair_keys = set(pair_obj.keys()) + for i, rc in enumerate(self._constraints): + for k in rc["keys"]: + if k in pair_keys: + failing.append(i) + break + result.append({"pair": pair_obj, "constraints": failing}) + return result + + def _record_completions(self, row, greedy_keys): + """Record factor values filled by close() rather than greedy.""" + for key, serial in row.items(): + if key in greedy_keys: + continue + idx = self.indices[serial] + first = self.indices[self.serials[key][0]] + value = str(self.factors[key][idx - first]) + key_str = str(key) + if key_str not in self._completions: + self._completions[key_str] = {} + self._completions[key_str][value] = self._completions[key_str].get(value, 0) + 1 + + @property + def is_complete(self): + if not self.is_filled(): + return False + if not self._constraints: + return True + obj = self._to_object(self.row) + for i, rc in enumerate(self._constraints): + if i in self._passed_indexes: + continue + result = eval_condition(rc["condition"], obj, self.comparer) + # null (None) = referenced key doesn't exist β€” treat as satisfied + if result is False: + return False + return True + + @property + def stats(self): + return { + "total_pairs": self._total_pairs, + "pruned_pairs": self._pruned_pairs, + "covered_pairs": self._total_pairs - self._pruned_pairs - len(self.incomplete), + "progress": 0 if self._total_pairs == 0 else 1 - len(self.incomplete) / self._total_pairs, + "row_count": self._row_count, + "uncovered_pairs": self._uncovered_pairs, + "completions": self._completions, + } + + @property + def progress(self): + return self.stats["progress"] + + def _value_to_serial(self, key, value): + try: + factor_values = self.factors[key] + except (KeyError, IndexError, TypeError): + return None + try: + idx = factor_values.index(value) + except (ValueError, AttributeError): + return None + serial_list = self.serials.get(key) + if not serial_list: + return None + return serial_list[idx] + + def _apply_preset(self, preset): + entries = [] + for key, value in get_items(preset): + serial = self._value_to_serial(key, value) + if serial is None: + return False + entries.append((key, serial)) + if not entries: + return False + for key, serial in entries: + self.row[key] = serial + for s in self.all_strengths: + for pair in combinations(sorted(self.row.values()), s): + self.consume(pair) + return True + + def make_async(self): + # Process presets + for preset in self.presets: + if not self._apply_preset(preset): + continue + preset_keys = set(self.row.keys()) + try: + result = self._close() + if result is True: + self._record_completions(self.row, preset_keys) + self.consume_pairs(self.row) + self._row_count += 1 + yield self._restore() + else: + self._reset() + except NeverMatch: + self.row = Row() + self._passed_indexes.clear() + + consecutive_failures = 0 + while self.incomplete: + # Phase 1: greedy selects pairs, setPair validates via snapshot + for pair in self.criterion.extract(self): + if self.is_filled(): + break + pk = pair + if pk in self.row.invalid_pairs: + continue + if not self.set_pair(pair): + self.row.invalid_pairs.add(pk) + + greedy_keys = set(self.row.keys()) + + # Phase 2: close + try: + result = self._close() + if result is True: + self._record_completions(self.row, greedy_keys) + self.consume_pairs(self.row) + self._row_count += 1 + yield self._restore() + consecutive_failures = 0 + else: + consecutive_failures += 1 + if consecutive_failures > len(self.incomplete): + break + failed_pairs = set(self.row.invalid_pairs) + for s in self.all_strengths: + for p in combinations(sorted(self.row.values()), s): + failed_pairs.add(tuple(p)) + self._reset() + self.rejected.clear() + self.row.invalid_pairs.update(failed_pairs) + except NeverMatch: + self._reset() + self.rejected.clear() + continue + if not self.incomplete: + break + + # Phase 3 (rescue): try remaining pairs individually + for pair in list(self.incomplete.values()): + self._reset() + if not self.set_pair(pair): + continue + rescue_keys = set(self.row.keys()) + result = self._close() + if result is True: + self._record_completions(self.row, rescue_keys) + self.consume_pairs(self.row) + self._row_count += 1 + yield self._restore() + else: + self._reset() + + if self.incomplete and self._constraints: + self._uncovered_pairs = self._diagnose_uncovered_pairs() + + self.incomplete.clear() + + +def make_async( factors, - length=2, + strength=2, progress=False, sorter=sorters.hash, criterion=criteria.greedy, - pre_filter=None, - post_filter=None, + salt="", + tolerance=0, + sub_models=None, + presets=None, + weights=None, + constraints=None, + comparer=None, **params, ): - serials, parents = convert_factors_to_serials(factors) - incompleted = make_incompleted(serials, length) - len_incompleted = float(len(incompleted)) - md5_cache = {} - - rows, row = [], Row(None, factors, serials, pre_filter) - # When pre_filter is specified, - # it will be applied to incompleted through `row.storable` beforehand. - for pair in list(filter(lambda _: pre_filter, incompleted)): - if not row.storable([(parents[p], p) for p in pair]): - incompleted.discard(pair) - - while incompleted: - if row.filled(): - rows.append(row) - row = row.new() - - common_kwargs = { - **params, - "row": row, - "parents": parents, - "length": length, - "incompleted": incompleted, - "md5_cache": md5_cache, - } - sorted_incompleted = sorter.sort(**common_kwargs) - for pair in criterion.extract(sorted_incompleted, **common_kwargs): - if row.filled(): - break - row.update((parents[p], p) for p in pair) - for vs in combinations(sorted(row.values()), length): - incompleted.discard(vs) - else: - if not row.filled(): - row.complement() + options = params.pop("options", {}) + if isinstance(options, dict): + salt = options.get("salt", salt) + tolerance = options.get("tolerance", tolerance) + ctrl = Controller( + factors, + strength=strength, + sorter=sorter, + criterion=criterion, + salt=salt, + tolerance=tolerance, + sub_models=sub_models, + presets=presets, + weights=weights, + constraints=constraints, + comparer=comparer, + ) + for row in ctrl.make_async(): if progress: - rate = (len_incompleted - len(incompleted)) / len_incompleted - print("{0:.2%}\r".format(rate), end="") - - if row: - rows.append(row.complement()) - - result = [] - for row in rows: - restored = row.restore() - if post_filter and not post_filter(restored): - continue - if issubclass(row.type, list): - result.append([r for _, r in sorted(restored.items())]) - elif issubclass(row.type, dict): - result.append(dict(restored)) - return result + print("{0:.2%}\r".format(ctrl.progress), end="") + yield row + + +def make( + factors, + strength=2, + progress=False, + sorter=sorters.hash, + criterion=criteria.greedy, + salt="", + tolerance=0, + sub_models=None, + presets=None, + weights=None, + constraints=None, + comparer=None, + **params, +): + return list(make_async( + factors, + strength=strength, + progress=progress, + sorter=sorter, + criterion=criterion, + salt=salt, + tolerance=tolerance, + sub_models=sub_models, + presets=presets, + weights=weights, + constraints=constraints, + comparer=comparer, + **params, + )) diff --git a/python/covertable/pict/__init__.py b/python/covertable/pict/__init__.py new file mode 100644 index 0000000..d7035bb --- /dev/null +++ b/python/covertable/pict/__init__.py @@ -0,0 +1,10 @@ +"""PICT-compatible model parser and runner. + +This package mirrors the TypeScript ``covertable/pict`` entry point. It can +parse a PICT-format model (parameters, sub-models, constraints, invalid +values, weights, aliases) and generate rows that satisfy it. +""" +from .model import PictModel +from .weights import weights_by_value + +__all__ = ["PictModel", "weights_by_value"] diff --git a/python/covertable/pict/lexer.py b/python/covertable/pict/lexer.py new file mode 100644 index 0000000..3dd9828 --- /dev/null +++ b/python/covertable/pict/lexer.py @@ -0,0 +1,560 @@ +"""Tokenize and compile PICT constraint expressions into row-filter callables.""" +import re + + +# Token types +_REF = "REF" +_STRING = "STRING" +_NUMBER = "NUMBER" +_BOOLEAN = "BOOLEAN" +_NULL = "NULL" +_IF = "IF" +_ELSE = "ELSE" +_THEN = "THEN" +_COMPARER = "COMPARER" +_OPERATOR = "OPERATOR" +_LPAREN = "LPAREN" +_RPAREN = "RPAREN" +_LBRACE = "LBRACE" +_RBRACE = "RBRACE" +_COMMA = "COMMA" +_COLON = "COLON" +_SEMICOLON = "SEMICOLON" +_WHITESPACE = "WHITESPACE" +_ARITHMETIC = "ARITHMETIC" +_UNKNOWN = "UNKNOWN" + + +def _classify_token(token): + if token.startswith("[") and token.endswith("]"): + return {"type": _REF, "value": token} + if token.startswith('"') and token.endswith('"'): + return {"type": _STRING, "value": token} + try: + float(token) + return {"type": _NUMBER, "value": token} + except ValueError: + pass + upper = token.upper() + if upper in ("TRUE", "FALSE"): + return {"type": _BOOLEAN, "value": upper} + if upper == "NULL": + return {"type": _NULL, "value": upper} + if upper in (_IF, _ELSE, _THEN): + return {"type": upper, "value": upper} + if upper in ("=", "<>", ">", "<", ">=", "<=", "IN", "LIKE"): + return {"type": _COMPARER, "value": upper} + if upper in ("AND", "OR", "NOT"): + return {"type": _OPERATOR, "value": upper} + if token == "(": + return {"type": _LPAREN, "value": token} + if token == ")": + return {"type": _RPAREN, "value": token} + if token == "{": + return {"type": _LBRACE, "value": token} + if token == "}": + return {"type": _RBRACE, "value": token} + if token == ",": + return {"type": _COMMA, "value": token} + if token == ":": + return {"type": _COLON, "value": token} + if token == ";": + return {"type": _SEMICOLON, "value": token} + if token in ("+", "-", "*", "/", "%", "^"): + return {"type": _ARITHMETIC, "value": token} + if token == "**": + return {"type": _ARITHMETIC, "value": "^"} + return {"type": _UNKNOWN, "value": token} + + +def _is_white_space(ch): + return ch in (" ", "\n", "\t") + + +class PictConstraintsLexer: + """Tokenize and compile a PICT constraints text into row-filter callables.""" + + def __init__(self, input_str, debug=False, aliases=None, case_insensitive=False): + self._input = input_str + self._debug = debug + self._aliases = aliases or {} + self._case_insensitive = case_insensitive + self._tokens = [] + self.filters = [] + self.filter_keys = [] + self.errors = [] + try: + self._tokenize() + except Exception as e: + if self._debug: + print("Tokenize error:", str(e)) + self.errors.append(str(e)) + return + self._analyze() + + # -- tokenizer -- + + def _tokenize(self): + constraints = self._input + tokens = [] + buffer = "" + inside_quotes = False + inside_braces = False + inside_brackets = False + + i = 0 + n = len(constraints) + while i < n: + ch = constraints[i] + + if ch == '"': + inside_quotes = not inside_quotes + buffer += ch + if not inside_quotes: + tokens.append({"type": _STRING, "value": buffer}) + buffer = "" + elif inside_quotes: + buffer += ch + elif ch == "[": + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + inside_brackets = True + buffer += ch + elif ch == "]" and inside_brackets: + buffer += ch + tokens.append(_classify_token(buffer)) + inside_brackets = False + buffer = "" + elif ch == "{": + inside_braces = True + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + tokens.append({"type": _LBRACE, "value": ch}) + elif ch == "}": + inside_braces = False + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + tokens.append({"type": _RBRACE, "value": ch}) + elif ch == "," and inside_braces: + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + tokens.append({"type": _COMMA, "value": ch}) + elif ch in "+-*/%^" and not inside_braces and not inside_brackets: + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + if ch == "*" and i + 1 < n and constraints[i + 1] == "*": + tokens.append(_classify_token("**")) + i += 1 + else: + tokens.append(_classify_token(ch)) + elif ch in "[]=<>!();:" and not inside_braces and not inside_brackets: + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + if ch in ("<", ">", "!", "="): + next_ch = constraints[i + 1] if i + 1 < n else "" + if next_ch == "=": + tokens.append(_classify_token(ch + "=")) + i += 1 + elif ch == "<" and next_ch == ">": + tokens.append(_classify_token("<>")) + i += 1 + else: + tokens.append(_classify_token(ch)) + else: + tokens.append(_classify_token(ch)) + elif _is_white_space(ch) and not inside_braces and not inside_brackets: + if buffer: + tokens.append(_classify_token(buffer)) + buffer = "" + ws = ch + while i + 1 < n and _is_white_space(constraints[i + 1]): + i += 1 + ws += constraints[i] + tokens.append({"type": _WHITESPACE, "value": ws}) + elif _is_white_space(ch) and (inside_braces or inside_brackets): + buffer += ch + else: + buffer += ch + i += 1 + + if inside_quotes: + raise ValueError("Unterminated string literal: {}".format(buffer)) + if inside_brackets: + raise ValueError("Unterminated field reference: {}".format(buffer)) + if inside_braces: + raise ValueError('Unterminated set (missing closing "}}")') + if buffer: + tokens.append(_classify_token(buffer)) + self._tokens = tokens + + # -- analyzer -- + + def _analyze(self): + tokens = self._tokens + ci = self._case_insensitive + aliases = self._aliases + + def norm(v): + if ci and isinstance(v, str): + return v.lower() + return v + + # We use a single-element list for the index so closures can mutate it. + idx = [0] + current_keys = [set()] + + def next_token(): + while idx[0] < len(tokens) and tokens[idx[0]]["type"] == _WHITESPACE: + idx[0] += 1 + if idx[0] < len(tokens): + t = tokens[idx[0]] + idx[0] += 1 + return t + return None + + def parse_expression(): + left = parse_term() + tok = next_token() + if tok and tok["type"] == _UNKNOWN: + raise ValueError("Unexpected token: {}".format(tok["value"])) + while tok and tok["type"] == _OPERATOR and tok["value"] == "OR": + l = left + r = parse_term() + left = (lambda l, r: lambda row: l(row) or r(row))(l, r) + tok = next_token() + idx[0] -= 1 + return left + + def parse_term(): + left = parse_factor() + tok = next_token() + if tok and tok["type"] == _UNKNOWN: + raise ValueError("Unexpected token: {}".format(tok["value"])) + while tok and tok["type"] == _OPERATOR and tok["value"] == "AND": + l = left + r = parse_factor() + left = (lambda l, r: lambda row: l(row) and r(row))(l, r) + tok = next_token() + idx[0] -= 1 + return left + + def _is_logical_paren(): + """Peek ahead to determine if '(' starts a logical group or an arithmetic operand. + + A logical group contains a comparison operator (=, <>, >, <, >=, <=, IN, LIKE) + at the top level (not nested in deeper parens). If we only see arithmetic + operators and operands before the matching ')', it's arithmetic. + """ + saved = idx[0] + depth = 1 + found_comparer = False + while idx[0] < len(tokens): + t = tokens[idx[0]] + idx[0] += 1 + if t["type"] == _WHITESPACE: + continue + if t["type"] == _LPAREN: + depth += 1 + elif t["type"] == _RPAREN: + depth -= 1 + if depth == 0: + break + elif depth == 1 and t["type"] == _COMPARER: + found_comparer = True + break + idx[0] = saved + return found_comparer + + def parse_factor(): + tok = next_token() + if tok is not None: + if tok["type"] == _OPERATOR and tok["value"] == "NOT": + operand = parse_factor() + return lambda row: not operand(row) + if tok["type"] == _LPAREN: + if _is_logical_paren(): + # Logical grouping: (condition AND/OR condition) + expr = parse_expression() + tok = next_token() + if not tok or tok["type"] != _RPAREN: + raise ValueError("Expected closing parenthesis") + return expr + else: + # Arithmetic parentheses β€” let parse_condition handle it + idx[0] -= 1 + return parse_condition() + if tok["type"] == _BOOLEAN: + val = tok["value"].upper() == "TRUE" + return lambda row: val + if tok["type"] == _UNKNOWN: + raise ValueError("Unexpected token: {}".format(tok["value"])) + idx[0] -= 1 + return parse_condition() + + def parse_condition(): + left = parse_operand() + if left is None: + raise ValueError('Expected field or value after "IF", "THEN", "ELSE"') + comparer_token = next_token() + if comparer_token and comparer_token["type"] in (_NUMBER, _STRING, _BOOLEAN, _NULL): + raise ValueError( + "Expected comparison operator but found value: {}".format(comparer_token["value"]) + ) + if comparer_token and comparer_token["type"] == _THEN: + raise ValueError("A comparison operator and value are required after the field.") + if comparer_token and comparer_token["type"] == _OPERATOR: + raise ValueError( + "Expected comparison operator but found operator: {}".format(comparer_token["value"]) + ) + if not comparer_token or comparer_token["type"] != _COMPARER: + if comparer_token and comparer_token.get("value") == "!=": + raise ValueError('"!=" is not supported. Use "<>" for inequality comparison') + value = comparer_token["value"] if comparer_token else None + raise ValueError("Unknown comparison operator: {}".format(value)) + comparer = comparer_token["value"] + + if comparer == "IN": + values = parse_set() + return lambda row: norm(left(row)) in values + if comparer == "LIKE": + right = parse_operand() + if right is None: + raise ValueError("Expected string pattern after LIKE") + pattern_str = right({}) + if not isinstance(pattern_str, str): + raise ValueError("Expected string pattern after LIKE") + regex_pattern = re.escape(pattern_str) + # Escape protects * and ? β€” restore them as wildcards + regex_pattern = regex_pattern.replace(r"\*", ".*").replace(r"\?", ".") + flags = re.IGNORECASE if ci else 0 + regex = re.compile("^" + regex_pattern + "$", flags) + return lambda row: bool(regex.match(str(left(row)))) + right = parse_operand() + if right is None: + raise ValueError("Expected field or value") + if comparer == "=": + return lambda row: norm(left(row)) == norm(right(row)) + if comparer == "<>": + return lambda row: norm(left(row)) != norm(right(row)) + if comparer == ">": + return lambda row: left(row) > right(row) + if comparer == "<": + return lambda row: left(row) < right(row) + if comparer == ">=": + return lambda row: left(row) >= right(row) + if comparer == "<=": + return lambda row: left(row) <= right(row) + raise ValueError("Unknown comparison operator: {}".format(comparer)) + + def parse_set(): + elements = [] + tok = next_token() + if tok and tok["type"] == _LBRACE: + tok = next_token() + while tok and tok["type"] != _RBRACE: + if tok["type"] == _STRING: + raw = tok["value"][1:-1] + lookup = raw.lower() if ci else raw + resolved = aliases.get(lookup, raw) + elements.append(norm(resolved)) + elif tok["type"] not in (_COMMA, _WHITESPACE): + raise ValueError("Unexpected token in array: {}".format(tok["value"])) + tok = next_token() + else: + value = tok["value"] if tok else "NULL" + raise ValueError("Expected '{{' but found {}".format(value)) + if not elements: + raise ValueError("Empty set in IN clause") + return set(elements) + + _arith_ops = { + "+": lambda a, b: a + b, + "-": lambda a, b: a - b, + "*": lambda a, b: a * b, + "/": lambda a, b: a / b, + "%": lambda a, b: a % b, + "^": lambda a, b: a ** b, + } + + def parse_primary_operand(): + tok = next_token() + if tok is None: + return None + if tok["type"] == _LPAREN: + # Parenthesized arithmetic expression + inner = parse_operand() + if inner is None: + raise ValueError('Expected expression after "("') + close_paren = next_token() + if not close_paren or close_paren["type"] != _RPAREN: + raise ValueError('Expected closing ")" in arithmetic expression') + return inner + if tok["type"] == _REF: + key = tok["value"][1:-1] + current_keys[0].add(key) + return lambda row: row.get(key) if isinstance(row, dict) else row[key] + if tok["type"] == _STRING: + raw = tok["value"][1:-1] + lookup = raw.lower() if ci else raw + value = aliases.get(lookup, raw) + return lambda row: value + if tok["type"] == _NUMBER: + value = float(tok["value"]) + if value.is_integer(): + value = int(value) + return lambda row: value + if tok["type"] == _BOOLEAN: + value = tok["value"] == "TRUE" + return lambda row: value + if tok["type"] == _NULL: + return lambda row: None + return None + + # Power: ^ or ** (highest arithmetic precedence, right-associative) + def parse_pow_operand(): + left = parse_primary_operand() + if left is None: + return None + saved = idx[0] + tok = next_token() + if tok and tok["type"] == _ARITHMETIC and tok["value"] == "^": + right = parse_pow_operand() # right-associative + if right is None: + raise ValueError("Expected operand after '^'") + left = (lambda l, r: lambda row: l(row) ** r(row))(left, right) + else: + idx[0] = saved + return left + + # Multiplicative: *, /, % + def parse_mul_operand(): + left = parse_pow_operand() + if left is None: + return None + while True: + saved = idx[0] + tok = next_token() + if tok and tok["type"] == _ARITHMETIC and tok["value"] in "*/%": + fn = _arith_ops[tok["value"]] + right = parse_pow_operand() + if right is None: + raise ValueError("Expected operand after '{}'".format(tok["value"])) + left = (lambda l, r, fn: lambda row: fn(l(row), r(row)))(left, right, fn) + else: + idx[0] = saved + break + return left + + # Additive: +, - (lower precedence) + def parse_operand(): + left = parse_mul_operand() + if left is None: + return None + while True: + saved = idx[0] + tok = next_token() + if tok and tok["type"] == _ARITHMETIC and tok["value"] in "+-": + fn = _arith_ops[tok["value"]] + right = parse_mul_operand() + if right is None: + raise ValueError("Expected operand after '{}'".format(tok["value"])) + left = (lambda l, r, fn: lambda row: fn(l(row), r(row)))(left, right, fn) + else: + idx[0] = saved + break + return left + + def abandon(): + while idx[0] < len(tokens) and tokens[idx[0]]["type"] != _SEMICOLON: + idx[0] += 1 + + def close(evaluator, error): + if evaluator is None: + if self._debug: + print("Error[{}]: {}".format(len(self.errors), error)) + self.filters.append(None) + self.errors.append(error) + else: + if self._debug: + print("Filter[{}]: compiled".format(len(self.filters))) + self.filters.append(evaluator) + self.errors.append(None) + self.filter_keys.append(current_keys[0]) + current_keys[0] = set() + + def read(): + try: + expr = parse_expression() + return expr + except Exception as e: + close(None, str(e)) + # If the conditional expression ends with "ELSE", current index has + # advanced past the semicolon, so step back one before abandoning. + idx[0] -= 1 + abandon() + return None + + while idx[0] < len(tokens) and tokens[idx[0]] is not None: + tok = next_token() + if tok is None: + break + if tok["type"] == _IF: + condition = read() + if condition is None: + continue + then_token = next_token() + if not then_token or then_token["type"] != _THEN: + found = then_token["value"] if then_token else "end of input" + close(None, 'Expected "THEN" but found {}'.format(found)) + abandon() + continue + then_eval = read() + if then_eval is None: + continue + + else_token = next_token() + else_eval = lambda row: True + if else_token and else_token["type"] == _ELSE: + parsed = read() + if parsed is None: + continue + else_eval = parsed + else: + idx[0] -= 1 + + close( + (lambda c, t, e: lambda row: t(row) if c(row) else e(row))( + condition, then_eval, else_eval + ), + None, + ) + elif tok["type"] == _SEMICOLON: + pass + elif tok["type"] == _UNKNOWN: + close(None, "Unknown token: {}".format(tok["value"])) + abandon() + else: + # Unconditional constraint: e.g. [A] <> [B] AND [C] = "x"; + idx[0] -= 1 + expr = read() + if expr is not None: + close(expr, None) + + # -- public -- + + def filter(self, row, *additional_filters): + for f in self.filters: + if f is None: + continue + if not f(row): + return False + for f in additional_filters: + if not f(row): + return False + return True diff --git a/python/covertable/pict/model.py b/python/covertable/pict/model.py new file mode 100644 index 0000000..2aa4b96 --- /dev/null +++ b/python/covertable/pict/model.py @@ -0,0 +1,240 @@ +"""PictModel: parse a PICT-format model and generate rows from it.""" +from ..main import make as _make, make_async as _make_async +from .lexer import PictConstraintsLexer +from .parser import ( + SUB_MODEL_PATTERN, + is_parameter_line, + parse_pict_model, + parse_sub_model, +) + + +def _split_sections(input_str): + """Split input into parameter, sub-model, and constraint sections.""" + lines = input_str.split("\n") + param_lines = [] + sub_model_lines = [] + constraint_start = len(lines) + + for i, line in enumerate(lines): + trimmed = line.strip() + if trimmed == "" or trimmed.startswith("#"): + param_lines.append(line) + continue + if is_parameter_line(trimmed): + param_lines.append(line) + elif SUB_MODEL_PATTERN.match(trimmed): + sub_model_lines.append(trimmed) + else: + constraint_start = i + break + + return { + "parameter_text": "\n".join(param_lines), + "sub_model_lines": sub_model_lines, + "constraint_text": "\n".join(lines[constraint_start:]), + } + + +class PictModel: + """Parse a PICT-format model and generate rows from it. + + The input string is split into three sections: + + 1. Parameters: ``Name: value1, value2, ...`` + 2. Sub-models: ``{ A, B, C } @ N`` + 3. Constraints: ``IF [P] = "x" THEN [Q] = "y";`` or ``[P] <> [Q];`` + + Errors are collected in :attr:`errors` instead of being raised so that a + partially-valid model can still be inspected. + + Parameters + ---------- + input_str : str + The PICT-format model text. + case_insensitive : bool, optional + When ``True`` (default, matching PICT), constraint comparisons and + alias lookups ignore the case of string values. + """ + + def __init__(self, input_str, case_insensitive=True): + sections = _split_sections(input_str) + parsed = parse_pict_model(sections["parameter_text"]) + + self._parameters = parsed["factors"] + self._invalids = parsed["invalids"] + self._weights = parsed["weights"] + self.errors = list(parsed["errors"]) + + # Normalize alias keys for case-insensitive lookup + if case_insensitive: + lexer_aliases = {k.lower(): v for k, v in parsed["aliases"].items()} + else: + lexer_aliases = parsed["aliases"] + + self._sub_models = [] + for line in sections["sub_model_lines"]: + sub = parse_sub_model(line) + if sub: + self._sub_models.append(sub) + else: + self.errors.append("Invalid sub-model definition: {}".format(line)) + + self._lexer = None + ct = sections["constraint_text"].strip() + # Filter out comment lines from constraint text + if ct: + filtered_lines = [] + for line in ct.split("\n"): + stripped = line.strip() + if stripped.startswith("#"): + continue + filtered_lines.append(line) + ct = "\n".join(filtered_lines) + if ct.strip(): + self._lexer = PictConstraintsLexer( + ct, + debug=False, + aliases=lexer_aliases, + case_insensitive=case_insensitive, + ) + self.errors.extend(e for e in self._lexer.errors if e is not None) + + self._controller = None + + # -- properties -- + + @property + def parameters(self): + return self._parameters + + @property + def sub_models(self): + return self._sub_models + + @property + def constraints(self): + return self._lexer.filters if self._lexer else [] + + @property + def invalids(self): + return self._invalids + + @property + def weights(self): + return self._weights + + @property + def progress(self): + return self._controller.progress if self._controller else 0 + + @property + def stats(self): + return self._controller.stats if self._controller else None + + # -- methods -- + + def filter(self, row): + """Return True if the row satisfies all constraints and the + invalid-value rule (at most one invalid value per row).""" + if self._invalids: + invalid_count = 0 + for key, invalid_set in self._invalids.items(): + if row.get(key) in invalid_set: + invalid_count += 1 + if invalid_count > 1: + return False + if not self._lexer: + return True + return self._lexer.filter(row) + + def _model_constraints(self): + """Convert model constraints into Condition dicts for the controller.""" + result = [] + + if self._lexer: + filters = self._lexer.filters + filter_keys = self._lexer.filter_keys + for i, f in enumerate(filters): + if f is None: + continue + result.append({ + "operator": "fn", + "requires": list(filter_keys[i]), + "evaluate": f, + }) + + if self._invalids: + negative_keys = list(self._invalids.keys()) + invalids = self._invalids + + def eval_negatives(row): + seen = False + for key, neg_set in invalids.items(): + val = row.get(key) + if val in neg_set: + if seen: + return False + seen = True + return True + + result.append({ + "operator": "fn", + "requires": negative_keys, + "evaluate": eval_negatives, + }) + + return result + + def _build_kwargs(self, kwargs): + kwargs = dict(kwargs) + user_constraints = kwargs.pop("constraints", None) + user_sub_models = kwargs.pop("sub_models", None) + user_weights = kwargs.pop("weights", None) + + # Build constraints list (model + user) + constraints = list(self._model_constraints()) + if user_constraints: + constraints.extend(user_constraints) + kwargs["constraints"] = constraints + + if user_sub_models is not None: + kwargs["sub_models"] = user_sub_models + elif self._sub_models: + kwargs["sub_models"] = self._sub_models + + if user_weights is not None: + kwargs["weights"] = user_weights + elif self._weights: + kwargs["weights"] = self._weights + + return kwargs + + def _apply_negative_prefix(self, row): + """Prefix negative values with ``~`` in the output.""" + if not self._invalids: + return row + if isinstance(row, list): + return row + result = dict(row) + for key, neg_set in self._invalids.items(): + if result.get(key) in neg_set: + result[key] = "~{}".format(result[key]) + return result + + def make(self, **kwargs): + """Generate rows that satisfy this model. Accepts the same keyword + arguments as :func:`covertable.make`.""" + built = self._build_kwargs(kwargs) + from ..main import Controller + self._controller = Controller(self._parameters, **built) + return [self._apply_negative_prefix(row) + for row in self._controller.make_async()] + + def make_async(self, **kwargs): + """Generator version of :meth:`make`.""" + built = self._build_kwargs(kwargs) + from ..main import Controller + self._controller = Controller(self._parameters, **built) + for row in self._controller.make_async(): + yield self._apply_negative_prefix(row) diff --git a/python/covertable/pict/parser.py b/python/covertable/pict/parser.py new file mode 100644 index 0000000..6d771e8 --- /dev/null +++ b/python/covertable/pict/parser.py @@ -0,0 +1,175 @@ +"""Parameter and sub-model parsing for PICT-format model files.""" +import re + + +def split_values(input_str): + """Split comma-separated values respecting quoted strings.""" + values = [] + current = "" + in_quotes = False + for ch in input_str: + if ch == '"': + in_quotes = not in_quotes + current += ch + elif ch == "," and not in_quotes: + if current.strip(): + values.append(current.strip()) + current = "" + else: + current += ch + if current.strip(): + values.append(current.strip()) + return values + + +def strip_quotes(s): + if s.startswith('"') and s.endswith('"'): + return s[1:-1] + return s + + +def to_number_if_possible(token): + """Convert a string token to int/float if it parses, otherwise return the string.""" + if token == "": + return token + try: + if "." in token or "e" in token or "E" in token: + return float(token) + return int(token) + except ValueError: + return token + + +_WEIGHT_PATTERN = re.compile(r"\s*\((\d+)\)\s*$") + + +def parse_value(raw, existing, aliases): + """Parse a single value token. + + Handles ``~``, ``(weight)``, ``|aliases``, ````, and ``"quotes"``. + Returns ``(values, is_invalid, weight)``. + """ + trimmed = raw.strip() + + # Parameter reference: + if trimmed.startswith("<") and trimmed.endswith(">"): + ref_name = trimmed[1:-1] + if ref_name not in existing: + raise ValueError('Unknown parameter reference: "{}"'.format(ref_name)) + return list(existing[ref_name]), False, 1 + + token = trimmed + is_invalid = False + weight = 1 + + # Negative prefix: ~ + if token.startswith("~"): + token = token[1:] + is_invalid = True + + # Weight suffix: (N) + weight_match = _WEIGHT_PATTERN.search(token) + if weight_match: + weight = int(weight_match.group(1)) + token = token[:token.rfind("(")].strip() + + # Aliases: take canonical (first) value, record the rest + if "|" in token: + parts = [p.strip() for p in token.split("|")] + canonical = strip_quotes(parts[0]) + for alias in parts[1:]: + aliases[strip_quotes(alias)] = canonical + token = parts[0] + + # Quoted string + if token.startswith('"') and token.endswith('"'): + return [token[1:-1]], is_invalid, weight + + return [to_number_if_possible(token)], is_invalid, weight + + +def is_parameter_line(trimmed): + colon_idx = trimmed.find(":") + if colon_idx <= 0: + return False + if trimmed.startswith("["): + return False + if re.match(r"^IF\s", trimmed, re.IGNORECASE): + return False + return True + + +def parse_pict_model(input_str): + """Parse the parameter section of a PICT model. + + Returns a dict with keys ``factors``, ``aliases``, ``invalids``, + ``weights``, ``errors``. + """ + factors = {} + aliases = {} + invalids = {} + weights = {} + errors = [] + for line in input_str.split("\n"): + trimmed = line.strip() + if trimmed == "" or trimmed.startswith("#"): + continue + + colon_index = trimmed.find(":") + if colon_index == -1: + errors.append('Invalid line (missing ":"): {}'.format(trimmed)) + continue + + key = trimmed[:colon_index].strip() + if key == "": + errors.append("Empty parameter name in line: {}".format(trimmed)) + continue + + try: + raw_values = split_values(trimmed[colon_index + 1:]) + values = [] + invalid_set = set() + factor_weights = {} + for raw in raw_values: + parsed_values, is_invalid, weight = parse_value(raw, factors, aliases) + start_index = len(values) + values.extend(parsed_values) + if is_invalid: + for v in parsed_values: + invalid_set.add(v) + if weight != 1: + for i in range(len(parsed_values)): + factor_weights[start_index + i] = weight + + if len(values) == 0: + errors.append('No values for parameter "{}"'.format(key)) + continue + + factors[key] = values + if invalid_set: + invalids[key] = invalid_set + if factor_weights: + weights[key] = factor_weights + except Exception as e: + errors.append(str(e)) + + return { + "factors": factors, + "aliases": aliases, + "invalids": invalids, + "weights": weights, + "errors": errors, + } + + +# Sub-model line: { P1, P2, P3 } @ N +SUB_MODEL_PATTERN = re.compile(r"^\{\s*(.+?)\s*\}\s*@\s*(\d+)\s*$") + + +def parse_sub_model(line): + match = SUB_MODEL_PATTERN.match(line) + if not match: + return None + keys = [k.strip() for k in match.group(1).split(",") if k.strip()] + strength = int(match.group(2)) + return {"fields": keys, "strength": strength} diff --git a/python/covertable/pict/weights.py b/python/covertable/pict/weights.py new file mode 100644 index 0000000..36907c7 --- /dev/null +++ b/python/covertable/pict/weights.py @@ -0,0 +1,31 @@ +"""Helpers for converting human-friendly weight specifications.""" + + +def weights_by_value(factors, value_weights): + """Convert value-keyed weights to index-keyed weights. + + Useful when you want to specify weights by value rather than by index + position. + + Example:: + + weights_by_value( + {"Browser": ["Chrome", "Firefox", "Safari"]}, + {"Browser": {"Chrome": 10, "Safari": 5}}, + ) + # β†’ {"Browser": {0: 10, 2: 5}} + """ + result = {} + for key, vw in value_weights.items(): + values = factors.get(key) + if values is None: + continue + index_weights = {} + for value, weight in vw.items(): + for i, v in enumerate(values): + if str(v) == str(value): + index_weights[i] = weight + break + if index_weights: + result[key] = index_weights + return result diff --git a/python/covertable/shortcuts.py b/python/covertable/shortcuts.py new file mode 100644 index 0000000..531fb5c --- /dev/null +++ b/python/covertable/shortcuts.py @@ -0,0 +1,153 @@ +"""Constraint builder with ``$``-prefixed field references. + +Usage:: + + from covertable.shortcuts import Constraint + + c = Constraint() + + make(factors, constraints=[ + c.ne("$A", "$B"), + c.eq("$OS", "Mac"), + c.gt(c.mul("$Price", "$Qty"), 10000), + c.lte(c.sum("$A", "$B", "$C"), 100), + c.or_(c.eq("$OS", "Mac"), c.ne("$Browser", "Safari")), + c.fn(["OS", "Browser"], lambda row: row["OS"] != row["Browser"]), + ]) +""" + + +class _Val: + """Wrapper to force a value to be treated as a literal.""" + __slots__ = ("value",) + + def __init__(self, value): + self.value = value + + +def _resolve(x): + """Resolve a shortcut operand. + + - ``$name`` β†’ field reference (string without ``$``) + - ``dict`` with ``operator`` β†’ arithmetic expression (pass through) + - ``_Val`` wrapper β†’ forced literal + - anything else β†’ literal value + """ + if isinstance(x, _Val): + return ("value", x.value) + if isinstance(x, dict) and "operator" in x: + return ("operand", x) + if isinstance(x, str) and x.startswith("$"): + return ("operand", x[1:]) + return ("value", x) + + +def _build_comparison(operator, left, right): + tag_l, val_l = _resolve(left) + left_op = val_l # left is always an operand + tag_r, val_r = _resolve(right) + if tag_r == "operand": + return {"operator": operator, "left": left_op, "right": val_r} + return {"operator": operator, "left": left_op, "value": val_r} + + +def _build_arithmetic(operator, left, right): + tag_l, val_l = _resolve(left) + left_op = val_l + tag_r, val_r = _resolve(right) + if tag_r == "operand": + return {"operator": operator, "left": left_op, "right": val_r} + return {"operator": operator, "left": left_op, "value": val_r} + + +def _fold_arithmetic(operator, args): + acc = _build_arithmetic(operator, args[0], args[1]) + for i in range(2, len(args)): + tag, val = _resolve(args[i]) + if tag == "operand": + acc = {"operator": operator, "left": acc, "right": val} + else: + acc = {"operator": operator, "left": acc, "value": val} + return acc + + +class Constraint: + """Constraint builder with ``$``-prefixed field references.""" + + # -- comparison -- + + def eq(self, left, right): + return _build_comparison("eq", left, right) + + def ne(self, left, right): + return _build_comparison("ne", left, right) + + def gt(self, left, right): + return _build_comparison("gt", left, right) + + def lt(self, left, right): + return _build_comparison("lt", left, right) + + def gte(self, left, right): + return _build_comparison("gte", left, right) + + def lte(self, left, right): + return _build_comparison("lte", left, right) + + def in_(self, left, values): + tag, val = _resolve(left) + return {"operator": "in", "left": val, "values": values} + + # -- logical -- + + def and_(self, *conditions): + return {"operator": "and", "conditions": list(conditions)} + + def or_(self, *conditions): + return {"operator": "or", "conditions": list(conditions)} + + def not_(self, condition): + return {"operator": "not", "condition": condition} + + # -- binary arithmetic -- + + def add(self, left, right): + return _build_arithmetic("add", left, right) + + def sub(self, left, right): + return _build_arithmetic("sub", left, right) + + def mul(self, left, right): + return _build_arithmetic("mul", left, right) + + def div(self, left, right): + return _build_arithmetic("div", left, right) + + def mod(self, left, right): + return _build_arithmetic("mod", left, right) + + def pow(self, left, right): + return _build_arithmetic("pow", left, right) + + # -- variadic arithmetic -- + + def sum(self, *args): + if len(args) < 2: + raise ValueError("sum() requires at least 2 arguments") + return _fold_arithmetic("add", args) + + def product(self, *args): + if len(args) < 2: + raise ValueError("product() requires at least 2 arguments") + return _fold_arithmetic("mul", args) + + # -- custom -- + + def fn(self, requires, evaluate): + return {"operator": "fn", "requires": requires, "evaluate": evaluate} + + # -- literal -- + + def val(self, value): + """Wrap a value to force it to be treated as a literal, not a field reference.""" + return _Val(value) diff --git a/python/covertable/sorters/hash.py b/python/covertable/sorters/hash.py index ec2238d..60ccdd3 100644 --- a/python/covertable/sorters/hash.py +++ b/python/covertable/sorters/hash.py @@ -1,18 +1,21 @@ """Hash sorter """ -import hashlib +def fnv1a32(s): + h = 0x811C9DC5 + for c in s.encode("utf-8"): + h ^= c + h = (h * 0x01000193) & 0xFFFFFFFF + return format(h, '08x') -def sort(incompleted, md5_cache, seed="", use_cache=True, *args, **kwargs): - def comparer(v): - if use_cache and v in md5_cache: - return md5_cache[v] - s = "{} {}".format(",".join(map(str, v)), seed) - value = hashlib.md5(s.encode("utf-8")).hexdigest() - if use_cache: - md5_cache[v] = value - return value +def sort(pairs, salt="", indices=None, **kwargs): + def comparer(pair): + if indices: + key = "{} {}".format(",".join(str(indices[n]) for n in pair), salt) + else: + key = "{} {}".format(",".join(str(n) for n in pair), salt) + return fnv1a32(key) - return sorted(incompleted, key=comparer) + return sorted(pairs, key=comparer) diff --git a/python/covertable/sorters/random.py b/python/covertable/sorters/random.py index 67cbfcf..a1eec4e 100644 --- a/python/covertable/sorters/random.py +++ b/python/covertable/sorters/random.py @@ -4,9 +4,5 @@ import random -def random_comparer(_): - return random.random() - - -def sort(incompleted, *args, **kwargs): - return sorted(incompleted, key=random_comparer) +def sort(pairs, **kwargs): + return sorted(pairs, key=lambda _: random.random()) diff --git a/python/history.md b/python/history.md new file mode 100644 index 0000000..004b330 --- /dev/null +++ b/python/history.md @@ -0,0 +1,22 @@ +# History + +## 2.1.x +- Add `make_async` function to generate combinations sequentially. + +## 2.0.x + +- The `sorter` option was split into `sorter` and `criterion`. + - e.g., greedy -> hash sorter + greedy criterion. +- The `greedy` method is much faster than before. +- The `greedy` method now includes a `tolerance` option to balance speed and results. +- The sequential sorter was dropped. + - Due to the potential for huge numbers of combinations in TypeScript. + +## 1.1.x + +- The greedy sorter was improved in both implementations. + - Speed has been increased. + +## 1.0.x + +- First release πŸŽ‰ diff --git a/python/pytest.ini b/python/pytest.ini new file mode 100644 index 0000000..db9bb70 --- /dev/null +++ b/python/pytest.ini @@ -0,0 +1,3 @@ +[pytest] +python_files = tests.py test_pict.py + diff --git a/python/setup.cfg b/python/setup.cfg index ceb5e32..1c547cd 100644 --- a/python/setup.cfg +++ b/python/setup.cfg @@ -1,9 +1,9 @@ [metadata] name = covertable -version = 2.0.1 +version = 3.0.0 author = righ author_email = righ.m9@gmail.com -url = https://github.com/walkframe/covertable/ +url = https://covertable.walkframe.com license = Apache Software License classifier = Intended Audience :: Developers @@ -36,5 +36,6 @@ keywords = covering-arrays pict -description = It makes combinations covering pairs for pairwise testing. +description = Powerful pairwise testing library in Python, producing covering arrays that minimize test cases while respecting constraints. long_description = file: README.rst +long_description_content_type = text/x-rst diff --git a/python/test_pict.py b/python/test_pict.py new file mode 100644 index 0000000..d9789aa --- /dev/null +++ b/python/test_pict.py @@ -0,0 +1,395 @@ +"""Tests for the PictModel parser ported from the TypeScript version.""" + +import pytest + +from covertable.pict import PictModel, weights_by_value + + +# --------------------------------------------------------------------------- +# Parameter parsing +# --------------------------------------------------------------------------- + +class TestParameters: + def test_basic_definition(self): + model = PictModel(""" +Type: Single, Span, Stripe, Mirror, RAID-5 +Size: 10, 100, 500, 1000, 5000, 10000, 40000 +Format method: Quick, Slow +File system: FAT, FAT32, NTFS +Cluster size: 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 +Compression: On, Off +""") + assert model.parameters == { + "Type": ["Single", "Span", "Stripe", "Mirror", "RAID-5"], + "Size": [10, 100, 500, 1000, 5000, 10000, 40000], + "Format method": ["Quick", "Slow"], + "File system": ["FAT", "FAT32", "NTFS"], + "Cluster size": [512, 1024, 2048, 4096, 8192, 16384, 32768, 65536], + "Compression": ["On", "Off"], + } + + def test_skips_empty_lines_and_comments(self): + model = PictModel(""" +# This is a comment +A: 1, 2, 3 + +# Another comment +B: x, y +""") + assert model.parameters == {"A": [1, 2, 3], "B": ["x", "y"]} + + def test_quoted_strings_with_commas(self): + model = PictModel('Msg: "hello, world", "foo, bar", normal') + assert model.parameters == {"Msg": ["hello, world", "foo, bar", "normal"]} + + def test_negative_prefix(self): + model = PictModel("Type: Valid, ~Invalid, ~Bad") + assert model.parameters == {"Type": ["Valid", "Invalid", "Bad"]} + + def test_weight_suffix(self): + model = PictModel("Size: 10, 100 (10), 500") + assert model.parameters == {"Size": [10, 100, 500]} + + def test_aliases(self): + model = PictModel("OS: Windows | Win, Linux | GNU/Linux") + assert model.parameters == {"OS": ["Windows", "Linux"]} + + def test_parameter_reference(self): + model = PictModel("A: 1, 2, 3\nB:
, 4") + assert model.parameters == {"A": [1, 2, 3], "B": [1, 2, 3, 4]} + + def test_unknown_reference_collected_as_error(self): + model = PictModel("A: ") + assert any("Unknown parameter reference" in e for e in model.errors) + + def test_combined_features(self): + model = PictModel('OS: "Windows 10" | Win10, ~"Bad OS" (5), Linux') + assert model.parameters == {"OS": ["Windows 10", "Bad OS", "Linux"]} + + def test_no_values_collected_as_error(self): + model = PictModel("Key:") + assert any('No values for parameter "Key"' in e for e in model.errors) + + +# --------------------------------------------------------------------------- +# Constraints +# --------------------------------------------------------------------------- + +class TestConstraints: + def test_parses_parameters_and_constraints(self): + model = PictModel(""" +Type: Single, Span, Stripe +Size: 10, 100, 500 + +IF [Type] = "Single" THEN [Size] > 10; +""") + assert model.parameters == { + "Type": ["Single", "Span", "Stripe"], + "Size": [10, 100, 500], + } + assert len(model.constraints) == 1 + assert model.errors == [] + + def test_filter_checks_constraint(self): + model = PictModel(""" +Type: A, B +Size: 10, 100 + +IF [Type] = "A" THEN [Size] = 100; +""") + assert model.filter({"Type": "A", "Size": 100}) is True + assert model.filter({"Type": "A", "Size": 10}) is False + assert model.filter({"Type": "B", "Size": 10}) is True + + def test_filter_returns_true_when_no_constraints(self): + model = PictModel("X: 1, 2\nY: a, b") + assert model.filter({"X": 1, "Y": "a"}) is True + + def test_make_generates_rows_satisfying_constraints(self): + model = PictModel(""" +Type: A, B +Size: 10, 100 +Flag: On, Off + +IF [Type] = "A" THEN [Size] = 100; +""") + rows = model.make() + for row in rows: + if row["Type"] == "A": + assert row["Size"] == 100 + + def test_unconditional_constraint(self): + model = PictModel(""" +A: x, y +B: x, y + +[A] <> [B]; +""") + assert model.errors == [] + assert model.filter({"A": "x", "B": "y"}) is True + assert model.filter({"A": "x", "B": "x"}) is False + + def test_unconditional_with_and(self): + model = PictModel(""" +A: x, y +B: x, y +C: yes, no + +[A] <> [B] AND [C] = "yes"; +""") + assert model.filter({"A": "x", "B": "y", "C": "yes"}) is True + assert model.filter({"A": "x", "B": "x", "C": "yes"}) is False + assert model.filter({"A": "x", "B": "y", "C": "no"}) is False + + +# --------------------------------------------------------------------------- +# Aliases +# --------------------------------------------------------------------------- + +class TestAliases: + def test_alias_resolves_to_canonical(self): + model = PictModel(""" +OS: Windows | Win, Linux +Browser: Chrome, Firefox + +IF [OS] = "Win" THEN [Browser] = "Chrome"; +""") + assert model.errors == [] + assert model.filter({"OS": "Windows", "Browser": "Chrome"}) is True + assert model.filter({"OS": "Windows", "Browser": "Firefox"}) is False + assert model.filter({"OS": "Linux", "Browser": "Firefox"}) is True + + def test_alias_in_in_clause(self): + model = PictModel(""" +OS: "Windows 10" | Win10, "Mac OS" | Mac, Linux +Result: pass, fail + +IF [OS] IN {"Win10", "Mac"} THEN [Result] = "pass"; +""") + assert model.errors == [] + assert model.filter({"OS": "Windows 10", "Result": "pass"}) is True + assert model.filter({"OS": "Windows 10", "Result": "fail"}) is False + assert model.filter({"OS": "Mac OS", "Result": "pass"}) is True + assert model.filter({"OS": "Linux", "Result": "fail"}) is True + + +# --------------------------------------------------------------------------- +# Invalid values (~) +# --------------------------------------------------------------------------- + +class TestInvalidValues: + def test_records_invalid_values(self): + model = PictModel(""" +Age: 20, 30, ~-1, ~999 +Country: Japan, USA, ~"Mars" +""") + assert model.errors == [] + assert model.invalids["Age"] == {-1, 999} + assert model.invalids["Country"] == {"Mars"} + + def test_filter_allows_zero_invalid_values(self): + model = PictModel("Age: 20, ~-1\nCountry: Japan, ~\"Mars\"") + assert model.filter({"Age": 20, "Country": "Japan"}) is True + + def test_filter_allows_one_invalid_value(self): + model = PictModel("Age: 20, ~-1\nCountry: Japan, ~\"Mars\"") + assert model.filter({"Age": -1, "Country": "Japan"}) is True + assert model.filter({"Age": 20, "Country": "Mars"}) is True + + def test_filter_rejects_two_invalid_values(self): + model = PictModel("Age: 20, ~-1\nCountry: Japan, ~\"Mars\"") + assert model.filter({"Age": -1, "Country": "Mars"}) is False + + def test_make_never_combines_two_invalid_values(self): + model = PictModel(""" +Age: 20, 30, ~-1, ~999 +Country: Japan, USA, ~"Mars" +""") + rows = model.make() + for row in rows: + age_invalid = row["Age"] in (-1, 999) + country_invalid = row["Country"] == "Mars" + assert not (age_invalid and country_invalid) + + +# --------------------------------------------------------------------------- +# Sub-models +# --------------------------------------------------------------------------- + +class TestSubModels: + def test_parses_sub_model_definition(self): + model = PictModel(""" +A: 1, 2, 3 +B: 4, 5, 6 +C: 7, 8, 9 + +{ A, B, C } @ 3 +""") + assert model.sub_models == [{"fields": ["A", "B", "C"], "strength": 3}] + assert model.errors == [] + + def test_sub_model_increases_coverage(self): + model = PictModel(""" +A: a1, a2, a3 +B: b1, b2, b3 +C: c1, c2, c3 +D: d1, d2 + +{ A, B, C } @ 3 +""") + rows = model.make() + for a in ["a1", "a2", "a3"]: + for b in ["b1", "b2", "b3"]: + for c in ["c1", "c2", "c3"]: + found = any(r["A"] == a and r["B"] == b and r["C"] == c for r in rows) + assert found, "missing combination ({}, {}, {})".format(a, b, c) + + +# --------------------------------------------------------------------------- +# Weights +# --------------------------------------------------------------------------- + +class TestWeights: + def test_parses_weight_syntax(self): + model = PictModel("Browser: Chrome (10), Firefox, Safari (5)") + assert model.errors == [] + assert model.weights == {"Browser": {0: 10, 2: 5}} + + def test_no_weights_when_none_specified(self): + model = PictModel("Browser: Chrome, Firefox") + assert model.weights == {} + + def test_weighted_value_is_preferred(self): + from covertable import make + factors = { + "A": ["a1", "a2", "a3"], + "B": ["b1", "b2", "b3"], + "C": ["c1", "c2", "c3"], + } + rows_no_weight = make(factors, salt=1) + rows_with_weight = make(factors, salt=1, weights={"C": {0: 100}}) + c1_no = sum(1 for r in rows_no_weight if r["C"] == "c1") + c1_with = sum(1 for r in rows_with_weight if r["C"] == "c1") + assert c1_with >= c1_no + + +class TestWeightsByValue: + def test_basic_conversion(self): + result = weights_by_value( + {"Browser": ["Chrome", "Firefox", "Safari"]}, + {"Browser": {"Chrome": 10, "Safari": 5}}, + ) + assert result == {"Browser": {0: 10, 2: 5}} + + def test_skips_unknown_keys(self): + result = weights_by_value( + {"A": ["x", "y"]}, + {"A": {"x": 10}, "Unknown": {"foo": 5}}, + ) + assert result == {"A": {0: 10}} + + def test_skips_unknown_values(self): + result = weights_by_value( + {"A": ["x", "y"]}, + {"A": {"x": 10, "z": 99}}, + ) + assert result == {"A": {0: 10}} + + def test_matches_numeric_via_string(self): + result = weights_by_value( + {"Size": [10, 100, 1000]}, + {"Size": {"100": 5}}, + ) + assert result == {"Size": {1: 5}} + + +# --------------------------------------------------------------------------- +# Case insensitivity +# --------------------------------------------------------------------------- + +class TestCaseInsensitive: + def test_default_case_insensitive(self): + model = PictModel(""" +OS: iOS, Android +Browser: Chrome, Firefox + +IF [OS] = "ios" THEN [Browser] = "chrome"; +""") + assert model.filter({"OS": "iOS", "Browser": "Chrome"}) is True + assert model.filter({"OS": "iOS", "Browser": "Firefox"}) is False + + def test_in_clause(self): + model = PictModel(""" +Color: Red, Blue, Green, Yellow +Category: Primary, Secondary + +IF [Color] IN {"red", "blue"} THEN [Category] = "Primary"; +""") + assert model.filter({"Color": "Red", "Category": "Primary"}) is True + assert model.filter({"Color": "Blue", "Category": "Primary"}) is True + assert model.filter({"Color": "Green", "Category": "Secondary"}) is True + assert model.filter({"Color": "Red", "Category": "Secondary"}) is False + + def test_like_clause(self): + model = PictModel(""" +Name: Alice, alice, Bob +Status: Active, Inactive + +IF [Name] LIKE "ALIC*" THEN [Status] = "Active"; +""") + assert model.filter({"Name": "Alice", "Status": "Active"}) is True + assert model.filter({"Name": "alice", "Status": "Active"}) is True + assert model.filter({"Name": "Alice", "Status": "Inactive"}) is False + assert model.filter({"Name": "Bob", "Status": "Inactive"}) is True + + def test_explicit_case_sensitive(self): + model = PictModel( + """ +OS: iOS, Android +Browser: Chrome, Firefox + +IF [OS] = "ios" THEN [Browser] = "chrome"; +""", + case_insensitive=False, + ) + # No row matches "ios" because comparison is case-sensitive + assert model.filter({"OS": "iOS", "Browser": "Firefox"}) is True + + +# --------------------------------------------------------------------------- +# Pass-through options +# --------------------------------------------------------------------------- + +class TestOptions: + def test_make_accepts_strength(self): + model = PictModel("A: 1, 2, 3\nB: a, b, c") + rows = model.make(strength=2) + assert len(rows) > 0 + + def test_make_accepts_salt(self): + model = PictModel("A: 1, 2, 3\nB: a, b, c\nC: x, y") + rows1 = model.make(salt=1) + rows2 = model.make(salt=2) + assert len(rows1) > 0 + assert len(rows2) > 0 + + def test_make_accepts_presets(self): + model = PictModel("A: 1, 2\nB: a, b") + rows = model.make(presets=[{"A": 1, "B": "a"}]) + assert any(r["A"] == 1 and r["B"] == "a" for r in rows) + + def test_make_async_yields_rows(self): + model = PictModel("A: 1, 2\nB: a, b") + rows = list(model.make_async()) + assert len(rows) > 0 + + def test_user_constraints_combine_with_model_constraints(self): + model = PictModel(""" +OS: iOS, Android +Browser: Chrome, Safari +""") + rows = model.make(constraints=[ + {"operator": "ne", "left": "OS", "value": "iOS"}, + ]) + for row in rows: + assert row["OS"] != "iOS" diff --git a/python/tests.py b/python/tests.py index b553dea..dc3d577 100644 --- a/python/tests.py +++ b/python/tests.py @@ -6,39 +6,37 @@ def call( factors, - length, + strength, sorter="hash", criterion="greedy", options={}, - pre_filter=None, - post_filter=None, + constraints=None, ): from covertable import make, sorters, criteria return make( factors=factors, - length=length, + strength=strength, sorter=getattr(sorters, sorter), criterion=getattr(criteria, criterion), options=options, progress=True, - pre_filter=pre_filter, - post_filter=post_filter, + constraints=constraints, ) class Test_covertable: - def _get_pairs(self, factors, length=2): - from covertable.main import get_items + def _get_pairs(self, factors, strength=2): + from covertable.lib import get_items all_keys = [k for k, _ in get_items(factors)] - for keys in combinations(all_keys, length): - factors_list = [factors[keys[i]] for i in range(length)] + for keys in combinations(all_keys, strength): + factors_list = [factors[keys[i]] for i in range(strength)] for pair in product(*factors_list): yield pair - @pytest.mark.parametrize("length", [2, 3, 4]) - def test_all_pairs_must_be_in_rows(self, length): + @pytest.mark.parametrize("strength", [2, 3, 4]) + def test_all_pairs_must_be_in_rows(self, strength): factors = [ ["a", "b", "c"], ["d", "e"], @@ -47,52 +45,43 @@ def test_all_pairs_must_be_in_rows(self, length): ["i", "j"], ["k", "l", "m", "n"], ] - rows = call(factors, length) - for pair in self._get_pairs(factors, length): + rows = call(factors, strength) + for pair in self._get_pairs(factors, strength): for row in rows: if all(p in row for p in pair): break else: assert False, f"{pair} is not in any rows." - def test_pre_filter_excludes_specified_pairs_before(self): + def test_constraints_exclude_specified_pairs(self): factors = [["a", "b", "c"], ["d", "e"], ["f"]] - def pre_filter(row): - if row[0] == "a" and row[1] == "d": - return False - if row[0] == "b" and row[1] == "e": - return False - return True - - rows = call(factors, length=2, pre_filter=pre_filter) + rows = call( + factors, + strength=2, + constraints=[ + {"operator": "fn", "requires": [0, 1], "evaluate": + lambda row: not (row[0] == "a" and row[1] == "d")}, + {"operator": "fn", "requires": [0, 1], "evaluate": + lambda row: not (row[0] == "b" and row[1] == "e")}, + ], + ) unexpected_pairs = [("a", "d"), ("b", "e")] for pair in unexpected_pairs: for row in rows: assert not all(p in row for p in pair), f"{pair} is in a row: {row}" - def test_pre_filter_never_matching_raises_an_exception(self): - factors = [["a", "b", "c"], ["d", "e"], ["f"]] - - def pre_filter(row): - if row[2] == "f": - return False - return True - - from covertable.exceptions import InvalidCondition - - with pytest.raises(InvalidCondition): - call(factors, length=2, pre_filter=pre_filter) - - def test_post_filter_never_matching_makes_no_rows(self): + def test_constraints_never_matching_makes_no_rows(self): factors = [["a", "b", "c"], ["d", "e"], ["f"]] - def post_filter(row): - if row[2] == "f": - return False - return True - - rows = call(factors, length=2, post_filter=post_filter) + rows = call( + factors, + strength=2, + constraints=[ + {"operator": "fn", "requires": [2], "evaluate": + lambda row: row[2] != "f"}, + ], + ) assert not rows def test_greedy_sorter_should_make_rows_less_than_hashs_one_with2(self): @@ -106,12 +95,12 @@ def test_greedy_sorter_should_make_rows_less_than_hashs_one_with2(self): ] len1, len2 = 0, 0 for _ in range(0, 10): - options = {"seed": random.randint(0, 100000)} + options = {"salt": random.randint(0, 100000)} rows1 = call( - factors, length=2, sorter="hash", criterion="greedy", options=options + factors, strength=2, sorter="hash", criterion="greedy", options=options ) rows2 = call( - factors, length=2, sorter="hash", criterion="simple", options=options + factors, strength=2, sorter="hash", criterion="simple", options=options ) len1 += len(rows1) len2 += len(rows2) @@ -127,12 +116,12 @@ def test_greedy_sorter_should_make_rows_less_than_hashs_one_with3(self): ] len1, len2 = 0, 0 for _ in range(0, 10): - options = {"seed": random.randint(0, 100000)} + options = {"salt": random.randint(0, 100000)} rows1 = call( - factors, length=3, sorter="hash", criterion="greedy", options=options + factors, strength=3, sorter="hash", criterion="greedy", options=options ) rows2 = call( - factors, length=3, sorter="hash", criterion="simple", options=options + factors, strength=3, sorter="hash", criterion="simple", options=options ) len1 += len(rows1) len2 += len(rows2) @@ -147,15 +136,68 @@ def test_random_sorter_makes_different_rows_everytime(self): ["m", "n", "o"], ] for seed in range(0, 5): - rows1 = call(factors, length=2, sorter="random") - rows2 = call(factors, length=2, sorter="random") + rows1 = call(factors, strength=2, sorter="random") + rows2 = call(factors, strength=2, sorter="random") assert rows1 != rows2 def test_invalid_type_factors_raise_an_exception(self): factors = [["a", "b", "c"], ["d", "e"], ["f"]] with pytest.raises(TypeError): - call(iter(factors), length=2) + call(iter(factors), strength=2) + + def test_presets_full_row_is_included(self): + from covertable import make + factors = {"A": ["a1", "a2"], "B": ["b1", "b2"], "C": ["c1", "c2"]} + rows = make(factors, presets=[{"A": "a1", "B": "b1", "C": "c1"}]) + assert any(r["A"] == "a1" and r["B"] == "b1" and r["C"] == "c1" for r in rows) + + def test_presets_partial_row_is_completed(self): + from covertable import make + factors = {"A": ["a1", "a2"], "B": ["b1", "b2"]} + rows = make(factors, presets=[{"A": "a1"}]) + assert rows[0]["A"] == "a1" + assert "B" in rows[0] + + def test_presets_violating_constraint_are_dropped(self): + from covertable import make + factors = {"OS": ["iOS", "Android"], "Browser": ["Safari", "Chrome"]} + + rows = make( + factors, + constraints=[ + {"operator": "fn", "requires": ["OS", "Browser"], "evaluate": + lambda row: not (row["OS"] == "iOS" and row["Browser"] == "Chrome")}, + ], + presets=[ + {"OS": "iOS", "Browser": "Chrome"}, # rejected + {"OS": "Android", "Browser": "Safari"}, # accepted + ], + ) + assert not any(r["OS"] == "iOS" and r["Browser"] == "Chrome" for r in rows) + assert any(r["OS"] == "Android" and r["Browser"] == "Safari" for r in rows) + + def test_presets_unknown_values_are_ignored(self): + from covertable import make + factors = {"A": ["a1", "a2"], "B": ["b1", "b2"]} + rows = make(factors, presets=[{"A": "unknown", "B": "b1"}]) + # Coverage of known values should still be satisfied + for a in ["a1", "a2"]: + for b in ["b1", "b2"]: + assert any(r["A"] == a and r["B"] == b for r in rows) + + def test_weights_via_options(self): + from covertable import make + factors = { + "A": ["a1", "a2", "a3"], + "B": ["b1", "b2", "b3"], + "C": ["c1", "c2", "c3"], + } + rows_no_weight = make(factors, salt=1) + rows_with_weight = make(factors, salt=1, weights={"C": {0: 100}}) + c1_no = sum(1 for r in rows_no_weight if r["C"] == "c1") + c1_with = sum(1 for r in rows_with_weight if r["C"] == "c1") + assert c1_with >= c1_no def test_dict_type_factors_make_dict_row(self): factors = { @@ -165,6 +207,91 @@ def test_dict_type_factors_make_dict_row(self): "key4": ["j", "k", "l"], "key5": ["m", "n", "o"], } - rows = call(factors, length=2) + rows = call(factors, strength=2) for row in rows: assert sorted(row.keys()) == sorted(factors.keys()) + + +class Test_custom_condition: + def test_evaluate_returns_result_when_all_fields_present(self): + from covertable.evaluate import evaluate + cond = {"operator": "fn", "requires": ["A", "B"], + "evaluate": lambda row: row["A"] + row["B"] > 5} + assert evaluate(cond, {"A": 3, "B": 4}) is True + assert evaluate(cond, {"A": 1, "B": 2}) is False + + def test_evaluate_returns_none_when_field_missing(self): + from covertable.evaluate import evaluate + cond = {"operator": "fn", "requires": ["A", "B"], + "evaluate": lambda row: row["A"] != row["B"]} + assert evaluate(cond, {"A": 1}) is None + assert evaluate(cond, {}) is None + + def test_evaluate_returns_none_when_partial_fields(self): + from covertable.evaluate import evaluate + cond = {"operator": "fn", "requires": ["X", "Y", "Z"], + "evaluate": lambda row: row["X"] + row["Y"] + row["Z"] == 6} + assert evaluate(cond, {"X": 1, "Y": 2}) is None + + def test_evaluate_with_empty_fields(self): + from covertable.evaluate import evaluate + cond = {"operator": "fn", "requires": [], "evaluate": lambda row: True} + assert evaluate(cond, {}) is True + + def test_extract_keys_from_custom(self): + from covertable.evaluate import extract_keys + cond = {"operator": "fn", "requires": ["OS", "Browser", "Device"], + "evaluate": lambda row: True} + assert extract_keys(cond) == {"OS", "Browser", "Device"} + + def test_make_with_custom_constraint(self): + from covertable import make + rows = make( + {"A": [1, 2, 3], "B": [10, 20, 30]}, + constraints=[{"operator": "fn", "requires": ["A", "B"], + "evaluate": lambda row: row["A"] * 10 == row["B"]}], + ) + for row in rows: + assert row["A"] * 10 == row["B"] + + def test_custom_prunes_infeasible_pairs(self): + from covertable import make + rows = make( + {"X": ["a", "b"], "Y": ["c", "d"], "Z": ["e", "f"]}, + constraints=[{"operator": "fn", "requires": ["X", "Y"], + "evaluate": lambda row: not (row["X"] == "a" and row["Y"] == "c")}], + ) + for row in rows: + assert not (row["X"] == "a" and row["Y"] == "c") + + def test_custom_alongside_declarative(self): + from covertable import make + rows = make( + {"OS": ["Win", "Mac", "Linux"], "Browser": ["Chrome", "Firefox", "Safari"], "Lang": ["en", "ja"]}, + constraints=[ + {"operator": "or", "conditions": [ + {"operator": "ne", "left": "Browser", "value": "Safari"}, + {"operator": "eq", "left": "OS", "value": "Mac"}, + ]}, + {"operator": "fn", "requires": ["Browser", "Lang"], + "evaluate": lambda row: row["Lang"] != "ja" or row["Browser"] == "Chrome"}, + ], + ) + for row in rows: + if row["Browser"] == "Safari": + assert row["OS"] == "Mac" + if row["Lang"] == "ja": + assert row["Browser"] == "Chrome" + + def test_custom_inside_logical_operator(self): + from covertable import make + rows = make( + {"A": [1, 2, 3], "B": [1, 2, 3]}, + constraints=[{"operator": "or", "conditions": [ + {"operator": "eq", "left": "A", "value": 1}, + {"operator": "fn", "requires": ["B"], + "evaluate": lambda row: row["B"] >= 2}, + ]}], + ) + for row in rows: + assert row["A"] == 1 or row["B"] >= 2 diff --git a/python/tox.ini b/python/tox.ini deleted file mode 100644 index 460300e..0000000 --- a/python/tox.ini +++ /dev/null @@ -1,44 +0,0 @@ -[tox] -envlist = py37, blacken -skipsdist = True - -[pytest] -addopts = --durations=10 -python_paths = . -python_files = tests.py - -[testenv] -deps = - pytest - pytest-pythonpath -commands = py.test {posargs} - -[testenv:cov] -deps = - pytest - pytest-pythonpath - pytest-cov - coverage -commands = py.test {posargs} \ - --junitxml={toxinidir}/.junit.xml \ - --cov="covertable" --cov="sorters/" --cov="criteria" --cov="exceptions" - -[testenv:blacken] -basepython = python3.7 -deps = black -commands = - black . - -[testenv:black-check] -basepython = python3.7 -deps = black -commands = - black . --check - -[testenv:codecov] -passenv = - TOXENV - CI - CODECOV_* -deps = codecov -commands = codecov diff --git a/typescript/.npmrc b/typescript/.npmrc new file mode 100644 index 0000000..e941d13 --- /dev/null +++ b/typescript/.npmrc @@ -0,0 +1 @@ +package-manager-strict=false diff --git a/typescript/README.md b/typescript/README.md index 7259b70..3457f00 100644 --- a/typescript/README.md +++ b/typescript/README.md @@ -1,184 +1,40 @@ [![npm version](https://badge.fury.io/js/covertable.svg)](https://badge.fury.io/js/covertable) -[![CircleCI](https://circleci.com/gh/walkframe/covertable.svg?style=shield)](https://circleci.com/gh/walkframe/covertable) +[![Workflow](https://github.com/walkframe/covertable/actions/workflows/typescript.yaml/badge.svg)](https://github.com/walkframe/covertable/actions/workflows/typescript.yaml) [![codecov](https://codecov.io/gh/walkframe/covertable/branch/master/graph/badge.svg)](https://codecov.io/gh/walkframe/covertable) +[![github](https://img.shields.io/github/stars/walkframe/covertable)](https://github.com/walkframe/covertable) -# Installation +# What is covertable? +covertable is a powerful tool for generating pairwise combinations of input factors, designed for both Node.js and browser environments. It's easy to use, flexible, and supports advanced filtering options, making it perfect for testing scenarios and generating comprehensive datasets. -```sh -$ npm install covertable --save -``` - -# Usage - -## Simple demo in Node.js: +# Simple usage ```javascript -var covertable = require('covertable'); -var make = covertable.default; - -var machine = ['iphone', 'pixel']; -var os = ['ios', 'android']; -var browser = ['FireFox', 'Chrome', 'Safari']; - +import { make } from "covertable"; +const machine = ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"]; +const os = ["iOS", "Android"]; +const browser = ["FireFox", "Chrome", "Safari"]; make([machine, os, browser]); ``` -Output: ```javascript [ - [ 'pixel', 'android', 'Chrome' ], - [ 'pixel', 'ios', 'Safari' ], - [ 'pixel', 'android', 'FireFox' ], - [ 'iphone', 'android', 'Safari' ], - [ 'iphone', 'ios', 'Chrome' ], - [ 'iphone', 'ios', 'FireFox' ] -] -``` - -Of course, it also works in the browser well. - -## Advanced demo in TypeScript: - -```typescript -import { default as make, makeAsync, sorters, criteria } from "covertable"; - -const machine = ['iphone', 'pixel']; -const os = ['ios', 'android']; -const browser = ['FireFox', 'Chrome', 'Safari']; - -make([machine, os, browser], { // optional - length: 2, // default: 2 - criterion: criteria.simple, // default: criteria.greedy - sorter: sorters.random, // default: sorters.hash - preFilter: (row: any) => !(row[1] === 'android' && row[0] !== 'pixel'), // default: null - postFilter: (row: any) => !(row[1] === 'ios' && row[2] !== 'Safari'), // default: null -}); -``` - -Output: - -```typescript -[ // filtered - [ 'iphone', 'ios', 'Safari' ], - [ 'pixel', 'android', 'Chrome' ], - [ 'pixel', 'ios', 'Safari' ] -] -``` - -You can use also `makeAsync` function (generator). -- It receives the same arguments with `make` function. -- It returns the row at the time it's made. - -## Object input and output - -You can specify `factors` as object type: - -```typescript -import { default as make, sorters, criteria } from "covertable"; - -const machine = ['iphone', 'pixel']; -const os = ['ios', 'android']; -const browser = ['FireFox', 'Chrome', 'Safari']; - -make({machine, os, browser}, { // optional - length: 2, - preFilter: (row: any) => !(row.os === 'android' && row.machine !== 'pixel'), // default: null - postFilter: (row: any) => !(row.os === 'ios' && row.browser !== 'Safari'), // default: null -}); -``` - -Then the output will change as follows: - -```typescript -[ // filtered - { machine: 'iphone', browser: 'Safari', os: 'ios' }, - { machine: 'pixel', browser: 'Chrome', os: 'android' }, - { machine: 'pixel', browser: 'Safari', os: 'ios' }, + [ 'Pixel', 'iOS', 'Chrome' ], + [ 'ZenFone', 'iOS', 'FireFox' ], + [ 'Pixel', 'Android', 'Safari' ], + [ 'Galaxy', 'Android', 'Chrome' ], + [ 'XPERIA', 'Android', 'FireFox' ], + [ 'Pixel', 'iOS', 'FireFox' ], + [ 'iPhone', 'iOS', 'Safari' ], + [ 'Galaxy', 'iOS', 'Safari' ], + [ 'XPERIA', 'iOS', 'Chrome' ], + [ 'ZenFone', 'Android', 'Chrome' ], + [ 'Galaxy', 'iOS', 'FireFox' ], + [ 'iPhone', 'Android', 'Chrome' ], + [ 'iPhone', 'iOS', 'FireFox' ], + [ 'ZenFone', 'iOS', 'Safari' ], + [ 'XPERIA', 'iOS', 'Safari' ] ] ``` -## Options -`covertable.make` function has options as `object` at 2nd argument. - -All options are omittable. - -### length -Number of factors to be covered. (default: 2) - -Obviously the more it increases, the more number of combinations increases. - -### sorter -Combinations depend on the order of spreading all over the rows. - -You can choice a sorter from the following: - -- sorters.random: It makes different combinations everytime. (fastest) -- sorters.hash: It makes combinations depending on hash of the pair and seed. (default) - - - It receives `seed`. - - `seed` option decides the order of storing from unstored pairs. - - When the combination of factors and seed are the same, covertable reproduces the same collective. - -### criterion -You can choice a criterion from the following: - -- `criteria.simple`: it extracts any pairs that can be stored into the processing row. -- `criteria.greedy`: it attempts to make most efficient combinations. (default) - - It receives [tolerance](https://github.com/walkframe/covertable#tolerance) option. - -While `criteria.simple` processes quickly, `criteria.greedy` makes fewer combinations. -Although the latter is superior to former in terms of fewer combinations generally, it is time-intensive process. - -Not relevant options will be ignored. - -### preFilter -This is a function to filter beforehand. - -It receives an argument `row` as `object` type. - -When the function returns `false`, the row combination will not be registered. -- If factors type is `Array`, you should specify an index at the subscript like `row => row[1] < 6`. -- If factors type is `Object`, you should specify a key at the subscript like `row => row.month < 6` or `row => row['month'] < 6` - -### postFilter -This means a function to filter later. - -The usage is the same as `preFilter`, only the difference is the timing of the call. -It will delete rows not matched this function at the last. - -For this reason, the final test cases may not satisfy the factors coverage. - -# Requirement - -ES2015 or later - -- [Generator](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Iterators_and_Generators) -- [for...of](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/for...of) -- [Map](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map) -- [Set](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Set) -- [Object.keys](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/keys) -- [Object.entries](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/entries) - -# Development - -```sh -$ npm install -``` - -## Testing -```sh -$ npm test -- --coverage -``` - -## Publish - -```sh -$ # npm adduser -$ npm run build -$ npm version patch -$ npm publish -``` - -# More info - -- [walkframe/covertable - GitHub](https://github.com/walkframe/covertable) +# Advanced usage +Advanced usage is [here](https://covertable.walkframe.com) \ No newline at end of file diff --git a/typescript/jest.config.ts b/typescript/jest.config.ts new file mode 100644 index 0000000..d9d23f5 --- /dev/null +++ b/typescript/jest.config.ts @@ -0,0 +1,8 @@ +export default { + testPathIgnorePatterns: ['node_modules/', 'dist/'], + transform: { + '^.+\\.tsx?$': ['ts-jest', { tsconfig: 'tsconfig.test.json' }], + }, + testRegex: '(/__tests__/.*|(\\.|/)(test|spec))\\.(jsx?|tsx?)$', + moduleFileExtensions: ['js', 'ts', 'json', 'node'], +}; diff --git a/typescript/package-lock.json b/typescript/package-lock.json deleted file mode 100644 index 10c3bf3..0000000 --- a/typescript/package-lock.json +++ /dev/null @@ -1,14777 +0,0 @@ -{ - "name": "covertable", - "version": "2.2.6", - "lockfileVersion": 2, - "requires": true, - "packages": { - "": { - "name": "covertable", - "version": "2.2.6", - "license": "ISC", - "dependencies": 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support.", + "homepage": "https://covertable.walkframe.com", "repository": { "type": "git", "url": "git+https://github.com/walkframe/covertable.git" @@ -33,42 +33,51 @@ "covering-arrays", "pict" ], - "main": "dist/index.js", + "type": "module", + "main": "dist/index.cjs", + "module": "dist/index.js", + "types": "dist/index.d.ts", + "exports": { + ".": { + "types": "./dist/index.d.ts", + "import": "./dist/index.js", + "require": "./dist/index.cjs" + }, + "./pict": { + "types": "./dist/pict.d.ts", + "import": "./dist/pict.js", + "require": "./dist/pict.cjs" + }, + "./shortcuts": { + "types": "./dist/shortcuts.d.ts", + "import": "./dist/shortcuts.js", + "require": "./dist/shortcuts.cjs" + } + }, + "files": [ + "dist" + ], "scripts": { "test": "jest", - "build": "$(npm bin)/tsc", - "watch": "$(npm bin)/tsc -w", - "codecov": "$(npm bin)/codecov" - }, - "jest": { - "testPathIgnorePatterns": [ - "node_modules/", - "dist/" - ], - "transform": { - "^.+\\.tsx?$": "ts-jest" - }, - "testRegex": 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dependencies: + cliui: 8.0.1 + escalade: 3.2.0 + get-caller-file: 2.0.5 + require-directory: 2.1.1 + string-width: 4.2.3 + y18n: 5.0.8 + yargs-parser: 21.1.1 + + yn@3.1.1: {} + + yocto-queue@0.1.0: {} diff --git a/typescript/src/__tests__/bench.test.ts b/typescript/src/__tests__/bench.test.ts new file mode 100644 index 0000000..f858560 --- /dev/null +++ b/typescript/src/__tests__/bench.test.ts @@ -0,0 +1,100 @@ +import { Controller } from '../controller'; +import { criteria, sorters } from '../index'; +import { PictModel } from '../pict'; +import * as fs from 'fs'; +import * as path from 'path'; + +const bench = (name: string, fn: () => any, iterations = 5) => { + const times: number[] = []; + let result: any; + for (let i = 0; i < iterations; i++) { + const t0 = Date.now(); + result = fn(); + times.push(Date.now() - t0); + } + times.sort((a, b) => a - b); + const median = times[Math.floor(times.length / 2)]; + const min = times[0]; + const max = times[times.length - 1]; + console.log(`${name}: median=${median}ms min=${min}ms max=${max}ms`); + return result; +}; + +describe('benchmarks', () => { + it('20x10 no constraints (greedy)', () => { + const factors: Record = {}; + for (let i = 0; i < 20; i++) { + factors[`f${i}`] = Array.from({ length: 10 }, (_, j) => j); + } + const result = bench('20x10 greedy', () => { + const ctrl = new Controller(factors, { criterion: criteria.greedy }); + const rows = ctrl.make(); + return { rows: rows.length, stats: ctrl.stats }; + }); + console.log(` rows: ${result.rows}`); + }); + + it('20x10 no constraints (simple)', () => { + const factors: Record = {}; + for (let i = 0; i < 20; i++) { + factors[`f${i}`] = Array.from({ length: 10 }, (_, j) => j); + } + const result = bench('20x10 simple', () => { + const ctrl = new Controller(factors, { criterion: criteria.simple }); + const rows = ctrl.make(); + return { rows: rows.length, stats: ctrl.stats }; + }); + console.log(` rows: ${result.rows}`); + }); + + it('heavy.pict (greedy)', () => { + const modelText = fs.readFileSync( + path.resolve(__dirname, '../../../heavy.pict'), 'utf-8', + ); + const result = bench('heavy.pict greedy', () => { + const model = new PictModel(modelText); + const rows = model.make(); + return { rows: rows.length, stats: model.stats }; + }); + console.log(` rows: ${result.rows}, progress: ${result.stats?.progress}`); + }); + + it('heavy.pict (simple)', () => { + const modelText = fs.readFileSync( + path.resolve(__dirname, '../../../heavy.pict'), 'utf-8', + ); + const result = bench('heavy.pict simple', () => { + const model = new PictModel(modelText); + const ctrl = new Controller(model.parameters, { + ...(model as any)._buildOptions(), + criterion: criteria.simple, + }); + const rows = ctrl.make(); + return { rows: rows.length, stats: ctrl.stats }; + }); + console.log(` rows: ${result.rows}, progress: ${result.stats?.progress}`); + }); + + it('5x5 all-different (greedy)', () => { + const vals = [1, 2, 3, 4, 5]; + const factors = { A: vals, B: vals, C: vals, D: vals, E: vals }; + const constraints = [ + { operator: 'ne' as const, left: 'A', right: 'B' }, + { operator: 'ne' as const, left: 'A', right: 'C' }, + { operator: 'ne' as const, left: 'A', right: 'D' }, + { operator: 'ne' as const, left: 'A', right: 'E' }, + { operator: 'ne' as const, left: 'B', right: 'C' }, + { operator: 'ne' as const, left: 'B', right: 'D' }, + { operator: 'ne' as const, left: 'B', right: 'E' }, + { operator: 'ne' as const, left: 'C', right: 'D' }, + { operator: 'ne' as const, left: 'C', right: 'E' }, + { operator: 'ne' as const, left: 'D', right: 'E' }, + ]; + const result = bench('5x5 all-diff greedy', () => { + const ctrl = new Controller(factors, { constraints, criterion: criteria.greedy }); + const rows = ctrl.make(); + return { rows: rows.length, stats: ctrl.stats }; + }); + console.log(` rows: ${result.rows}, pruned: ${result.stats.prunedPairs}`); + }); +}); diff --git a/typescript/src/__tests__/contradictory.test.ts b/typescript/src/__tests__/contradictory.test.ts new file mode 100644 index 0000000..4a56b49 --- /dev/null +++ b/typescript/src/__tests__/contradictory.test.ts @@ -0,0 +1,77 @@ +import { Controller } from '../controller'; +import type { Expression } from '../types'; + +describe('contradictory constraints', () => { + + // The forward check's weakness: two unfilled factors jointly constrained. + // A=1 β†’ B∈{10,20}, each B value forces a different C, + // and D has a constraint that depends on both B and C together. + // IF B+C is odd THEN D=1000 (expressed via custom or structural constraint) + it('joint dependency: B and C together determine D', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000], + E: ['x', 'y', 'z'], + }; + const constraints: Expression[] = [ + // A=1 β†’ B∈{10,20} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'in', left: 'B', values: [10, 20] }, + ]}, + // B=10 β†’ C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // B=20 β†’ C=200 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 20 }, + { operator: 'eq', left: 'C', value: 200 }, + ]}, + // B=10 AND C=100 β†’ D=1000 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'ne', left: 'C', value: 100 }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + // B=20 AND C=200 β†’ D=1000 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 20 }, + { operator: 'ne', left: 'C', value: 200 }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + // So when A=1, D must be 1000. Pair (A=1, D=2000) is infeasible. + // But also add: D=1000 β†’ E='x' + { operator: 'or', conditions: [ + { operator: 'ne', left: 'D', value: 1000 }, + { operator: 'eq', left: 'E', value: 'x' }, + ]}, + // Now (A=1, E='y') and (A=1, E='z') are also infeasible + // because A=1 β†’ B∈{10,20} β†’ (B,C) forces D=1000 β†’ E='x' + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Joint dependency:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs.map(u => u.pair)); + } + + // Verify no constraint violations + for (const r of rows as any[]) { + if (r.A === 1) expect([10, 20]).toContain(r.B); + if (r.B === 10) expect(r.C).toBe(100); + if (r.B === 20) expect(r.C).toBe(200); + if (r.B === 10 && r.C === 100) expect(r.D).toBe(1000); + if (r.B === 20 && r.C === 200) expect(r.D).toBe(1000); + if (r.D === 1000) expect(r.E).toBe('x'); + } + }); +}); diff --git a/typescript/src/__tests__/coverage-bench.test.ts b/typescript/src/__tests__/coverage-bench.test.ts new file mode 100644 index 0000000..029b36f --- /dev/null +++ b/typescript/src/__tests__/coverage-bench.test.ts @@ -0,0 +1,77 @@ +import { Controller } from '../controller'; +import type { Expression } from '../types'; + +describe('coverage benchmark', () => { + it('constraint chain coverage', () => { + const factors = { + Language: ['de', 'en', 'ja', 'fr', 'es', 'pt', 'zh', 'ko', 'ru', 'ar'], + Region: ['EU', 'NA', 'AP', 'SA', 'AF'], + Currency: ['EUR', 'USD', 'GBP', 'JPY', 'BRL', 'CNY', 'KRW', 'RUB', 'AED'], + OS: ['Windows', 'macOS', 'Linux', 'iOS', 'Android'], + Browser: ['Chrome', 'Firefox', 'Safari', 'Edge'], + Screen: ['1080p', '1440p', '4K', 'Mobile'], + Theme: ['Light', 'Dark', 'Auto'], + Auth: ['OAuth', 'SAML', 'Password', 'MFA'], + }; + + const constraints: Expression[] = [ + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Language', value: 'de' }, + { operator: 'eq', left: 'Region', value: 'EU' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Language', value: 'ja' }, + { operator: 'eq', left: 'Region', value: 'AP' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Language', value: 'pt' }, + { operator: 'eq', left: 'Region', value: 'SA' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Region', value: 'EU' }, + { operator: 'in', left: 'Currency', values: ['EUR', 'GBP'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Region', value: 'AP' }, + { operator: 'in', left: 'Currency', values: ['JPY', 'CNY', 'KRW'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Region', value: 'SA' }, + { operator: 'in', left: 'Currency', values: ['BRL'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'OS', value: 'iOS' }, + { operator: 'in', left: 'Browser', values: ['Safari', 'Chrome'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Screen', value: 'Mobile' }, + { operator: 'in', left: 'OS', values: ['iOS', 'Android'] }, + ]}, + ]; + + const t0 = Date.now(); + const ctrl = new Controller(factors, { constraints }); + const rows = [...ctrl.makeAsync()]; + const t1 = Date.now(); + + let violations = 0; + for (const r of rows as any[]) { + if (r.Language === 'de' && r.Region !== 'EU') violations++; + if (r.Language === 'ja' && r.Region !== 'AP') violations++; + if (r.Language === 'pt' && r.Region !== 'SA') violations++; + if (r.Region === 'EU' && !['EUR','GBP'].includes(r.Currency)) violations++; + if (r.Region === 'AP' && !['JPY','CNY','KRW'].includes(r.Currency)) violations++; + if (r.Region === 'SA' && !['BRL'].includes(r.Currency)) violations++; + if (r.OS === 'iOS' && !['Safari','Chrome'].includes(r.Browser)) violations++; + if (r.Screen === 'Mobile' && !['iOS','Android'].includes(r.OS)) violations++; + } + + console.log(`Rows: ${rows.length}`); + console.log(`Time: ${t1 - t0}ms`); + console.log(`Progress: ${(ctrl.progress * 100).toFixed(1)}%`); + console.log(`Violations: ${violations}`); + + expect(violations).toBe(0); + expect(ctrl.progress).toBeGreaterThan(0.95); + }); +}); diff --git a/typescript/src/__tests__/custom-condition.test.ts b/typescript/src/__tests__/custom-condition.test.ts new file mode 100644 index 0000000..837c261 --- /dev/null +++ b/typescript/src/__tests__/custom-condition.test.ts @@ -0,0 +1,145 @@ +import { make } from '../index'; +import { evaluate, extractKeys } from '../evaluate'; +import type { Expression } from '../types'; + +describe('CustomExpression', () => { + describe('evaluate()', () => { + it('returns the result of the evaluate function when all fields are present', () => { + const condition: Expression = { + operator: 'fn', + requires: ['A', 'B'], + evaluate: (row) => row.A + row.B > 5, + }; + expect(evaluate(condition, { A: 3, B: 4 })).toBe(true); + expect(evaluate(condition, { A: 1, B: 2 })).toBe(false); + }); + + it('returns null when a referenced field is missing', () => { + const condition: Expression = { + operator: 'fn', + requires: ['A', 'B'], + evaluate: (row) => row.A !== row.B, + }; + expect(evaluate(condition, { A: 1 })).toBeNull(); + expect(evaluate(condition, {})).toBeNull(); + }); + + it('returns null when only some fields are present', () => { + const condition: Expression = { + operator: 'fn', + requires: ['X', 'Y', 'Z'], + evaluate: (row) => row.X + row.Y + row.Z === 6, + }; + expect(evaluate(condition, { X: 1, Y: 2 })).toBeNull(); + }); + + it('works with empty fields array (always evaluates)', () => { + const condition: Expression = { + operator: 'fn', + requires: [], + evaluate: () => true, + }; + expect(evaluate(condition, {})).toBe(true); + }); + }); + + describe('extractKeys()', () => { + it('extracts fields from a custom condition', () => { + const condition: Expression = { + operator: 'fn', + requires: ['OS', 'Browser', 'Device'], + evaluate: () => true, + }; + expect(extractKeys(condition)).toEqual(new Set(['OS', 'Browser', 'Device'])); + }); + }); + + describe('make() with custom constraints', () => { + it('filters rows using a custom evaluate function', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + }; + const rows = make(factors, { + constraints: [{ + operator: 'fn', + requires: ['A', 'B'], + evaluate: (row) => row.A * 10 === row.B, + }], + }); + for (const row of rows) { + expect((row as any).A * 10).toBe((row as any).B); + } + }); + + it('prunes infeasible pairs during initial pruning', () => { + const factors = { + X: ['a', 'b'], + Y: ['c', 'd'], + Z: ['e', 'f'], + }; + const rows = make(factors, { + constraints: [{ + operator: 'fn', + requires: ['X', 'Y'], + evaluate: (row) => !(row.X === 'a' && row.Y === 'c'), + }], + }); + for (const row of rows) { + expect(!((row as any).X === 'a' && (row as any).Y === 'c')).toBe(true); + } + }); + + it('works alongside declarative conditions', () => { + const factors = { + OS: ['Win', 'Mac', 'Linux'], + Browser: ['Chrome', 'Firefox', 'Safari'], + Lang: ['en', 'ja'], + }; + const rows = make(factors, { + constraints: [ + // Safari only on Mac (declarative) + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Browser', value: 'Safari' }, + { operator: 'eq', left: 'OS', value: 'Mac' }, + ]}, + // Custom: ja only with Chrome + { + operator: 'fn', + requires: ['Browser', 'Lang'], + evaluate: (row) => row.Lang !== 'ja' || row.Browser === 'Chrome', + }, + ], + }); + for (const row of rows) { + const r = row as any; + if (r.Browser === 'Safari') expect(r.OS).toBe('Mac'); + if (r.Lang === 'ja') expect(r.Browser).toBe('Chrome'); + } + }); + + it('custom condition inside logical operators', () => { + const factors = { + A: [1, 2, 3], + B: [1, 2, 3], + }; + const rows = make(factors, { + constraints: [{ + operator: 'or', + conditions: [ + { operator: 'eq', left: 'A', value: 1 }, + { + operator: 'fn', + requires: ['B'], + evaluate: (row) => row.B >= 2, + }, + ], + }], + }); + for (const row of rows) { + const r = row as any; + expect(r.A === 1 || r.B >= 2).toBe(true); + } + }); + }); +}); diff --git a/typescript/src/__tests__/filter.test.ts b/typescript/src/__tests__/filter.test.ts new file mode 100644 index 0000000..0af61c7 --- /dev/null +++ b/typescript/src/__tests__/filter.test.ts @@ -0,0 +1,68 @@ +import { make, DictType, SuggestRowType } from "../"; + +const machine = ["iPhone", "Pixel", "XPERIA", "ZenFone", "Galaxy"]; +const os = ["iOS", "Android"]; +const browser = ["FireFox", "Chrome", "Safari"]; + +test('exclude impossible combinations', () => { + const factors = {machine, os, browser}; + const rows = make(factors, { + constraints: [ + // machine=iPhone ↔ os=iOS (bidirectional) + { operator: 'or', conditions: [ + { operator: 'ne', left: 'machine', value: 'iPhone' }, + { operator: 'eq', left: 'os', value: 'iOS' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'eq', left: 'machine', value: 'iPhone' }, + { operator: 'ne', left: 'os', value: 'iOS' }, + ]}, + ], + }); + expect(rows.filter(row => row.machine === 'iPhone' && row.os === 'iOS').length).toBe(browser.length); + expect(rows.filter(row => row.machine === 'iPhone' && row.os !== 'iOS').length).toBe(0); + expect(rows.filter(row => row.machine !== 'iPhone' && row.os === 'iOS').length).toBe(0); + + expect(rows.filter(row => row.machine === 'Pixel' && row.os === 'Android').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'XPERIA' && row.os === 'Android').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'ZenFone' && row.os === 'Android').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'Galaxy' && row.os === 'Android').length).toBeGreaterThanOrEqual(1); + + expect(rows.filter(row => row.machine === 'iPhone' && row.browser === 'FireFox').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'iPhone' && row.browser === 'Chrome').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'iPhone' && row.browser === 'Safari').length).toBeGreaterThanOrEqual(1); + + expect(rows.filter(row => row.machine === 'Pixel' && row.browser === 'FireFox').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'Pixel' && row.browser === 'Chrome').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.machine === 'Pixel' && row.browser === 'Safari').length).toBeGreaterThanOrEqual(1); + + expect(rows.filter(row => row.os === 'iOS' && row.browser === 'FireFox').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.os === 'iOS' && row.browser === 'Chrome').length).toBeGreaterThanOrEqual(1); + expect(rows.filter(row => row.os === 'iOS' && row.browser === 'Safari').length).toBeGreaterThanOrEqual(1); +}); + +test('Limited to iphone and iOS combinations only.', () => { + const factors = {machine, os, browser}; + const rows = make(factors, { + constraints: [ + { operator: 'eq', left: 'machine', value: 'iPhone' }, + { operator: 'eq', left: 'os', value: 'iOS' }, + ], + }); + expect(rows.length).toBe(browser.length); + expect(rows.filter(row => row.machine === 'iPhone' && row.os === 'iOS').length).toBe(browser.length); + expect(rows.filter(row => row.machine === 'Pixel').length).toBe(0); + expect(rows.filter(row => row.os == 'Android').length).toBe(0); +}); + + +test('Use a constant-false constraint', () => { + const factors = {machine, os, browser}; + const rows = make(factors, { + constraints: [ + // No machine value equals 'WindowsPhone', so this rejects everything + { operator: 'eq', left: 'machine', value: 'WindowsPhone' }, + ], + }); + expect(rows).toEqual([]); +}); diff --git a/typescript/src/__tests__/forward-check-complex.test.ts b/typescript/src/__tests__/forward-check-complex.test.ts new file mode 100644 index 0000000..da9fdc4 --- /dev/null +++ b/typescript/src/__tests__/forward-check-complex.test.ts @@ -0,0 +1,327 @@ +import { Controller } from '../controller'; +import type { Expression } from '../types'; + +describe('forward check complex cases', () => { + + // Case 1: Deep chain (6 levels) with mixed narrowing. + // A=1β†’B∈{10,20}β†’C∈{100,200}β†’D∈{1000}β†’E∈{Ξ±,Ξ²}β†’F=X + // Many intermediate 2-value domains. + it('6-level deep chain with mixed narrowing', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000, 3000], + E: ['Ξ±', 'Ξ²', 'Ξ³'], + F: ['X', 'Y', 'Z'], + }; + + const constraints: Expression[] = [ + // A=1 β†’ B∈{10,20} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'in', left: 'B', values: [10, 20] }, + ]}, + // B∈{10,20} β†’ C∈{100,200} + { operator: 'or', conditions: [ + { operator: 'in', left: 'B', values: [30] }, + { operator: 'in', left: 'C', values: [100, 200] }, + ]}, + // C∈{100,200} β†’ D=1000 + { operator: 'or', conditions: [ + { operator: 'in', left: 'C', values: [300] }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + // D=1000 β†’ E∈{Ξ±,Ξ²} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'D', value: 1000 }, + { operator: 'in', left: 'E', values: ['Ξ±', 'Ξ²'] }, + ]}, + // E∈{Ξ±,Ξ²} β†’ F=X + { operator: 'or', conditions: [ + { operator: 'in', left: 'E', values: ['Ξ³'] }, + { operator: 'eq', left: 'F', value: 'X' }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 1 - 6-level:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1) expect([10, 20]).toContain(r.B); + if ([10, 20].includes(r.B)) expect([100, 200]).toContain(r.C); + if ([100, 200].includes(r.C)) expect(r.D).toBe(1000); + if (r.D === 1000) expect(['Ξ±', 'Ξ²']).toContain(r.E); + if (['Ξ±', 'Ξ²'].includes(r.E)) expect(r.F).toBe('X'); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 2: Multiple independent constraint chains crossing the same factors. + // Chain 1: A=1β†’B=10β†’C=100 + // Chain 2: D=Ξ±β†’B=20β†’E=X + // B is shared: A=1 forces B=10, D=Ξ± forces B=20. (A=1, D=Ξ±) is infeasible. + it('crossing chains sharing a factor', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: ['Ξ±', 'Ξ²', 'Ξ³'], + E: ['X', 'Y', 'Z'], + }; + + const constraints: Expression[] = [ + // A=1 β†’ B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + // B=10 β†’ C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // D=Ξ± β†’ B=20 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'D', value: 'Ξ±' }, + { operator: 'eq', left: 'B', value: 20 }, + ]}, + // B=20 β†’ E=X + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 20 }, + { operator: 'eq', left: 'E', value: 'X' }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 2 - crossing chains:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1) expect(r.B).toBe(10); + if (r.B === 10) expect(r.C).toBe(100); + if (r.D === 'Ξ±') expect(r.B).toBe(20); + if (r.B === 20) expect(r.E).toBe('X'); + // A=1 and D=Ξ± can't coexist + expect(!(r.A === 1 && r.D === 'Ξ±')).toBe(true); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 3: Web of mutual exclusions creating a Sudoku-like constraint. + // 4 factors, each with values {1,2,3,4}. No two factors may have the same value. + it('all-different: 4 factors must have distinct values', () => { + const vals = [1, 2, 3, 4]; + const factors = { A: vals, B: vals, C: vals, D: vals }; + + const constraints: Expression[] = [ + { operator: 'ne', left: 'A', right: 'B' }, + { operator: 'ne', left: 'A', right: 'C' }, + { operator: 'ne', left: 'A', right: 'D' }, + { operator: 'ne', left: 'B', right: 'C' }, + { operator: 'ne', left: 'B', right: 'D' }, + { operator: 'ne', left: 'C', right: 'D' }, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 3 - all-different:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + const vs = [r.A, r.B, r.C, r.D]; + expect(new Set(vs).size).toBe(4); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 4: Bidirectional implications creating equivalence classes. + // A=1↔B=10, B=10↔C=100, forming equivalence: {A=1, B=10, C=100} or none. + // Plus D and E as free factors to make pairs interesting. + it('bidirectional equivalence class', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: ['x', 'y'], + E: ['p', 'q'], + }; + + const constraints: Expression[] = [ + // A=1 β†’ B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + // B=10 β†’ A=1 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'A', value: 1 }, + ]}, + // B=10 β†’ C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // C=100 β†’ B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'C', value: 100 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 4 - bidirectional:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + // Equivalence: A=1 ↔ B=10 ↔ C=100 + if (r.A === 1) { expect(r.B).toBe(10); expect(r.C).toBe(100); } + if (r.B === 10) { expect(r.A).toBe(1); expect(r.C).toBe(100); } + if (r.C === 100) { expect(r.A).toBe(1); expect(r.B).toBe(10); } + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 5: Cascading exclusions β€” each factor value excludes multiple + // values from the next factor, creating a narrowing funnel. + // 5 factors with 5 values each. Heavy constraint web. + it('cascading exclusion funnel (5x5)', () => { + const factors = { + A: [1, 2, 3, 4, 5], + B: [1, 2, 3, 4, 5], + C: [1, 2, 3, 4, 5], + D: [1, 2, 3, 4, 5], + E: [1, 2, 3, 4, 5], + }; + + const constraints: Expression[] = [ + // A excludes its own value from B + { operator: 'ne', left: 'A', right: 'B' }, + // B excludes its own value from C + { operator: 'ne', left: 'B', right: 'C' }, + // C excludes its own value from D + { operator: 'ne', left: 'C', right: 'D' }, + // D excludes its own value from E + { operator: 'ne', left: 'D', right: 'E' }, + // Additionally: A value also can't equal C (skip one) + { operator: 'ne', left: 'A', right: 'C' }, + // B value also can't equal D + { operator: 'ne', left: 'B', right: 'D' }, + // C value also can't equal E + { operator: 'ne', left: 'C', right: 'E' }, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 5 - cascading exclusion:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + expect(r.A).not.toBe(r.B); + expect(r.B).not.toBe(r.C); + expect(r.C).not.toBe(r.D); + expect(r.D).not.toBe(r.E); + expect(r.A).not.toBe(r.C); + expect(r.B).not.toBe(r.D); + expect(r.C).not.toBe(r.E); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 6: Mix of IF-THEN chains and field-to-field comparisons. + // Simulates a realistic scenario with both kinds. + it('mixed chains and field comparisons', () => { + const factors = { + Priority: ['low', 'medium', 'high', 'critical'], + Assignee: ['alice', 'bob', 'carol'], + Reviewer: ['alice', 'bob', 'carol'], + Environment: ['dev', 'staging', 'prod'], + Approval: ['none', 'lead', 'director'], + }; + + const constraints: Expression[] = [ + // Assignee != Reviewer + { operator: 'ne', left: 'Assignee', right: 'Reviewer' }, + // critical β†’ prod + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'critical' }, + { operator: 'eq', left: 'Environment', value: 'prod' }, + ]}, + // prod β†’ director approval + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Environment', value: 'prod' }, + { operator: 'eq', left: 'Approval', value: 'director' }, + ]}, + // high β†’ staging or prod + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'high' }, + { operator: 'in', left: 'Environment', values: ['staging', 'prod'] }, + ]}, + // staging β†’ lead or director approval + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Environment', value: 'staging' }, + { operator: 'in', left: 'Approval', values: ['lead', 'director'] }, + ]}, + // low β†’ no approval needed + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'low' }, + { operator: 'eq', left: 'Approval', value: 'none' }, + ]}, + // low β†’ dev only + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'low' }, + { operator: 'eq', left: 'Environment', value: 'dev' }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + console.log('Case 6 - mixed:', JSON.stringify({ + ...ctrl.stats, completions: undefined, + })); + + for (const r of rows as any[]) { + expect(r.Assignee).not.toBe(r.Reviewer); + if (r.Priority === 'critical') expect(r.Environment).toBe('prod'); + if (r.Environment === 'prod') expect(r.Approval).toBe('director'); + if (r.Priority === 'high') expect(['staging', 'prod']).toContain(r.Environment); + if (r.Environment === 'staging') expect(['lead', 'director']).toContain(r.Approval); + if (r.Priority === 'low') { expect(r.Approval).toBe('none'); expect(r.Environment).toBe('dev'); } + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } + expect(ctrl.stats.progress).toBe(1); + }); +}); diff --git a/typescript/src/__tests__/forward-check-weakness.test.ts b/typescript/src/__tests__/forward-check-weakness.test.ts new file mode 100644 index 0000000..dd683fb --- /dev/null +++ b/typescript/src/__tests__/forward-check-weakness.test.ts @@ -0,0 +1,243 @@ +import { make, Controller, NeverMatch } from '../index'; +import type { Expression } from '../types'; + +describe('forward check weakness cases', () => { + + // Case 1: Domain stays at 2 values, but both conflict with a third factor. + // A=1 β†’ B∈{10,20}, B=10 β†’ C=100, B=20 β†’ C=200 + // Pair (A=1, C=300) is infeasible: B must be 10 or 20, but both force Cβ‰ 300. + // Forward check can't detect this because B doesn't narrow to 1 value. + it('two-branch: A=1β†’B∈{10,20}, B=10β†’C=100, B=20β†’C=200', () => { + const factors = { + A: [1, 2], + B: [10, 20, 30], + C: [100, 200, 300], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B IN {10, 20} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'in', left: 'B', values: [10, 20] }, + ]}, + // IF B=10 THEN C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // IF B=20 THEN C=200 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 20 }, + { operator: 'eq', left: 'C', value: 200 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Case 1 - two-branch:'); + console.log(' stats:', JSON.stringify(ctrl.stats, null, 2)); + + // Verify constraints + for (const r of rows as any[]) { + if (r.A === 1) expect([10, 20]).toContain(r.B); + if (r.B === 10) expect(r.C).toBe(100); + if (r.B === 20) expect(r.C).toBe(200); + } + + // (A=1, C=300) is infeasible β€” should be pruned or reported + // Either progress is 100% or uncoveredPairs reports the infeasible pair + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + // The only uncoverable pair should involve A=1,C=300 + for (const up of ctrl.stats.uncoveredPairs) { + expect(up.pair).toHaveProperty('A'); + expect(up.pair).toHaveProperty('C'); + } + } else { + expect(ctrl.stats.progress).toBe(1); + } + }); + + // Case 2: Two unfilled factors jointly constrained. + // IF A=1 AND B=10 THEN C=100 + // Pair (A=1, C=200) is feasible (just need Bβ‰ 10), but forward check + // might not see the interaction since B is unfilled. + it('joint condition: IF A=1 AND B=10 THEN C=100', () => { + const factors = { + A: [1, 2], + B: [10, 20], + C: [100, 200], + }; + + const constraints: Expression[] = [ + // IF A=1 AND B=10 THEN C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Case 2 - joint condition:'); + console.log(' stats:', JSON.stringify({ + ...ctrl.stats, + completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1 && r.B === 10) expect(r.C).toBe(100); + } + + // (A=1, C=200) IS feasible (with B=20), so it must be covered + const a1c200 = (rows as any[]).some(r => r.A === 1 && r.C === 200); + expect(a1c200).toBe(true); + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 3: Diamond dependency. + // A=1 β†’ B=10, A=1 β†’ C=100, B=10 AND C=100 β†’ D=1000 + // Pair (A=1, D=2000) is infeasible because A=1 forces B=10 and C=100, + // which together force D=1000. + it('diamond: Aβ†’B, Aβ†’C, B+Cβ†’D', () => { + const factors = { + A: [1, 2], + B: [10, 20], + C: [100, 200], + D: [1000, 2000], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + // IF A=1 THEN C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // IF B=10 AND C=100 THEN D=1000 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'ne', left: 'C', value: 100 }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Case 3 - diamond:'); + console.log(' stats:', JSON.stringify({ + ...ctrl.stats, + completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1) { expect(r.B).toBe(10); expect(r.C).toBe(100); } + if (r.B === 10 && r.C === 100) expect(r.D).toBe(1000); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } else { + expect(ctrl.stats.progress).toBe(1); + } + }); + + // Case 4: Mutual exclusion via separate constraints. + // IF A=1 THEN Bβ‰ 10, IF A=1 THEN Bβ‰ 20 β†’ B must be 30 when A=1. + // Forward check should narrow B to {30} via elimination. + it('elimination: A=1 excludes B=10 and B=20, forcing B=30', () => { + const factors = { + A: [1, 2], + B: [10, 20, 30], + C: [100, 200], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B<>10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'ne', left: 'B', value: 10 }, + ]}, + // IF A=1 THEN B<>20 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'ne', left: 'B', value: 20 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Case 4 - elimination:'); + console.log(' stats:', JSON.stringify({ + ...ctrl.stats, + completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1) expect(r.B).toBe(30); + } + + expect(ctrl.stats.progress).toBe(1); + }); + + // Case 5: Longer chain with 2-value domain at intermediate step. + // A=1 β†’ B∈{10,20}, B∈{10,20} β†’ C∈{100,200}, C∈{100,200} β†’ D=1000 + // Pair (A=1, D=2000) is infeasible through the chain. + // B narrows to {10,20} (not 1), so standard forward check can't propagate further. + it('chain with 2-value bottleneck', () => { + const factors = { + A: [1, 2], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B IN {10, 20} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'in', left: 'B', values: [10, 20] }, + ]}, + // IF B IN {10, 20} THEN C IN {100, 200} + { operator: 'or', conditions: [ + { operator: 'in', left: 'B', values: [30] }, + { operator: 'in', left: 'C', values: [100, 200] }, + ]}, + // IF C IN {100, 200} THEN D=1000 + { operator: 'or', conditions: [ + { operator: 'in', left: 'C', values: [300] }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + ]; + + const ctrl = new Controller(factors, { constraints }); + const rows = ctrl.make(); + + console.log('Case 5 - chain with bottleneck:'); + console.log(' stats:', JSON.stringify({ + ...ctrl.stats, + completions: undefined, + })); + + for (const r of rows as any[]) { + if (r.A === 1) expect([10, 20]).toContain(r.B); + if ([10, 20].includes(r.B)) expect([100, 200]).toContain(r.C); + if ([100, 200].includes(r.C)) expect(r.D).toBe(1000); + } + + if (ctrl.stats.uncoveredPairs.length > 0) { + console.log(' uncovered:', ctrl.stats.uncoveredPairs); + } else { + expect(ctrl.stats.progress).toBe(1); + } + }); +}); diff --git a/typescript/src/__tests__/forward-check.test.ts b/typescript/src/__tests__/forward-check.test.ts new file mode 100644 index 0000000..78c5abc --- /dev/null +++ b/typescript/src/__tests__/forward-check.test.ts @@ -0,0 +1,103 @@ +import { make } from '../index'; +import type { Expression } from '../types'; + +describe('forward checking (constraint chain propagation)', () => { + it('respects transitive constraint chain: Language=de β†’ Region=EU β†’ Currency∈{EUR,GBP}', () => { + const factors = { + Language: ['de', 'en', 'ja', 'fr', 'es'], + Region: ['EU', 'NA', 'AP', 'SA'], + Currency: ['EUR', 'USD', 'GBP', 'JPY', 'BRL'], + OS: ['Windows', 'macOS', 'Linux'], + Browser: ['Chrome', 'Firefox', 'Safari', 'Edge'], + }; + + const constraints: Expression[] = [ + // IF Language=de THEN Region=EU + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Language', value: 'de' }, + { operator: 'eq', left: 'Region', value: 'EU' }, + ]}, + // IF Region=EU THEN Currency IN {EUR, GBP} + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Region', value: 'EU' }, + { operator: 'in', left: 'Currency', values: ['EUR', 'GBP'] }, + ]}, + ]; + + const rows = make(factors, { constraints }); + + expect(rows.length).toBeGreaterThan(0); + + for (const r of rows) { + if (r.Language === 'de') { + expect(r.Region).toBe('EU'); + } + if (r.Region === 'EU') { + expect(['EUR', 'GBP']).toContain(r.Currency); + } + } + }); + + it('handles 3-level chain: Aβ†’Bβ†’Cβ†’D', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000, 3000], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + // IF B=10 THEN C=100 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + // IF C=100 THEN D=1000 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'C', value: 100 }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + ]; + + const rows = make(factors, { constraints }); + expect(rows.length).toBeGreaterThan(0); + + for (const r of rows) { + if (r.A === 1) expect(r.B).toBe(10); + if (r.B === 10) expect(r.C).toBe(100); + if (r.C === 100) expect(r.D).toBe(1000); + } + }); + + it('does not over-prune: unconstrained combinations remain valid', () => { + const factors = { + A: [1, 2], + B: [10, 20], + C: [100, 200], + }; + + const constraints: Expression[] = [ + // IF A=1 THEN B=10 + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + ]; + + const rows = make(factors, { constraints }); + + // A=2 should still pair freely with B=20 and any C + const a2b20 = rows.some(r => r.A === 2 && r.B === 20); + expect(a2b20).toBe(true); + + // A=1 must always have B=10 + for (const r of rows) { + if (r.A === 1) expect(r.B).toBe(10); + } + }); +}); diff --git a/typescript/src/__tests__/heavy-coverage.test.ts b/typescript/src/__tests__/heavy-coverage.test.ts new file mode 100644 index 0000000..88b8c7f --- /dev/null +++ b/typescript/src/__tests__/heavy-coverage.test.ts @@ -0,0 +1,63 @@ +import { PictModel } from '../pict'; +import * as fs from 'fs'; +import * as path from 'path'; + +const HEAVY_PICT = path.resolve(__dirname, '../../../heavy.pict'); + +describe('heavy.pict coverage check', () => { + it('checks pairwise coverage of generated output', () => { + const modelText = fs.readFileSync(HEAVY_PICT, 'utf-8'); + const model = new PictModel(modelText); + const factors = model.parameters; + const keys = Object.keys(factors); + + const rows = model.make(); + console.log(`Rows: ${rows.length}`); + + // Check constraint violations + let violations = 0; + for (const r of rows) { + if (!model.filter(r)) { + violations++; + } + } + console.log(`Constraint violations: ${violations}`); + + // Compute pairwise coverage + const covered = new Set(); + let totalPossible = 0; + + for (let i = 0; i < keys.length; i++) { + for (let j = i + 1; j < keys.length; j++) { + const ki = keys[i]; + const kj = keys[j]; + totalPossible += factors[ki].length * factors[kj].length; + for (const row of rows) { + covered.add(`${ki}=${(row as any)[ki]}|${kj}=${(row as any)[kj]}`); + } + } + } + + let coveredCount = 0; + for (let i = 0; i < keys.length; i++) { + for (let j = i + 1; j < keys.length; j++) { + for (const vi of factors[keys[i]]) { + for (const vj of factors[keys[j]]) { + if (covered.has(`${keys[i]}=${vi}|${keys[j]}=${vj}`)) { + coveredCount++; + } + } + } + } + } + + const rawCoverage = coveredCount / totalPossible; + console.log(`Total possible pairs: ${totalPossible}`); + console.log(`Covered pairs: ${coveredCount}`); + console.log(`Raw coverage: ${(rawCoverage * 100).toFixed(1)}%`); + console.log(`Uncovered: ${totalPossible - coveredCount}`); + + expect(violations).toBe(0); + expect(rawCoverage).toBeGreaterThan(0.5); + }, 120000); +}); diff --git a/typescript/src/__tests__/heavy-covertable.test.ts b/typescript/src/__tests__/heavy-covertable.test.ts new file mode 100644 index 0000000..5c158ba --- /dev/null +++ b/typescript/src/__tests__/heavy-covertable.test.ts @@ -0,0 +1,73 @@ +import { PictModel } from '../pict'; +import * as fs from 'fs'; +import * as path from 'path'; + +const HEAVY_PICT = path.resolve(__dirname, '../../../heavy.pict'); + +describe('heavy.pict covertable generation', () => { + it('generates with forward checking and measures coverage', () => { + const modelText = fs.readFileSync(HEAVY_PICT, 'utf-8'); + const model = new PictModel(modelText); + const factors = model.parameters; + const keys = Object.keys(factors); + + const t0 = Date.now(); + const rows = model.make(); + const t1 = Date.now(); + + const stats = model.stats!; + console.log(`Rows: ${rows.length}`); + console.log(`Time: ${t1 - t0}ms`); + console.log(`Stats:`, JSON.stringify({ + totalPairs: stats.totalPairs, + prunedPairs: stats.prunedPairs, + coveredPairs: stats.coveredPairs, + progress: `${(stats.progress * 100).toFixed(1)}%`, + rowCount: stats.rowCount, + uncoveredPairs: stats.uncoveredPairs.length, + }, null, 2)); + + // Check constraint violations + let violations = 0; + for (const r of rows) { + if (!model.filter(r)) { + violations++; + } + } + + // Compute pairwise coverage + const covered = new Set(); + let totalPossible = 0; + + for (let i = 0; i < keys.length; i++) { + for (let j = i + 1; j < keys.length; j++) { + const ki = keys[i]; + const kj = keys[j]; + totalPossible += factors[ki].length * factors[kj].length; + for (const row of rows) { + covered.add(`${ki}=${(row as any)[ki]}|${kj}=${(row as any)[kj]}`); + } + } + } + + let coveredCount = 0; + for (let i = 0; i < keys.length; i++) { + for (let j = i + 1; j < keys.length; j++) { + for (const vi of factors[keys[i]]) { + for (const vj of factors[keys[j]]) { + if (covered.has(`${keys[i]}=${vi}|${keys[j]}=${vj}`)) { + coveredCount++; + } + } + } + } + } + + const rawCoverage = coveredCount / totalPossible; + console.log(`Raw coverage: ${(rawCoverage * 100).toFixed(1)}%`); + + expect(violations).toBe(0); + expect(stats.progress).toBe(1); + expect(rawCoverage).toBeGreaterThan(0.5); + }, 120000); +}); diff --git a/typescript/src/__tests__/index.test.ts b/typescript/src/__tests__/index.test.ts index 6de8151..6ca60bb 100644 --- a/typescript/src/__tests__/index.test.ts +++ b/typescript/src/__tests__/index.test.ts @@ -1,12 +1,12 @@ -import { default as make, sorters, criteria } from '../index'; -import { product, combinations, range, len, all, getItems } from '../utils'; -import { FactorsType, Scalar, Dict, PairType } from '../types'; +import { make, sorters, criteria } from '../index'; +import { product, combinations, range, len, all, getItems } from '../lib'; +import { FactorsType, ScalarType, DictType, PairType } from '../types'; -const getPairs = function* (factors: FactorsType, length = 2) { +const getPairs = function* (factors: FactorsType, strength = 2) { const allKeys = getItems(factors).map(([k, _]) => k); - for (let keys of combinations(allKeys, length)) { + for (let keys of combinations(allKeys, strength)) { // @ts-ignore TS7015 - const factorsList = range(0, length).map(i => factors[keys[i]]); + const factorsList = range(0, strength).map(i => factors[keys[i]]); for (let pair of product(...factorsList)) { yield pair as string[]; } @@ -22,9 +22,9 @@ test('2pair', () => { ["i", "j"], ["k", "l", "m", "n"], ]; - const length = 2; - const rows = make(factors, { length, criterion: criteria.simple }); - for (let pair of getPairs(factors, length)) { + const strength = 2; + const rows = make(factors, { strength, criterion: criteria.simple }); + for (let pair of getPairs(factors, strength)) { let final = true; for (let row of rows) { if (all(pair.map(p => row.indexOf(p) !== -1))) { @@ -47,9 +47,9 @@ test('3pair', () => { ["i", "j"], ["k", "l", "m", "n"], ]; - const length = 3; - const rows = make(factors, { length }); - for (let pair of getPairs(factors, length)) { + const strength = 3; + const rows = make(factors, { strength }); + for (let pair of getPairs(factors, strength)) { let final = true; for (let row of rows) { if (all(pair.map(p => row.indexOf(p) !== -1))) { @@ -63,22 +63,26 @@ test('3pair', () => { } }); -test('prefilter excludes specified pairs before', () => { +test('constraints exclude specified pairs before', () => { const factors = [ ["a", "b", "c"], ["d", "e"], ["f"], ]; - const preFilter = (row: Dict) => { - if (row[0] === "a" && row[1] === "d") { - return false; - } - if (row[0] === "b" && row[1] === "e") { - return false; - } - return true; - } - const rows = make(factors, { preFilter }); + const rows = make(factors, { + constraints: [ + // NOT (0="a" AND 1="d") + { operator: 'not', condition: { operator: 'and', conditions: [ + { operator: 'eq', left: '0', value: 'a' }, + { operator: 'eq', left: '1', value: 'd' }, + ]}}, + // NOT (0="b" AND 1="e") + { operator: 'not', condition: { operator: 'and', conditions: [ + { operator: 'eq', left: '0', value: 'b' }, + { operator: 'eq', left: '1', value: 'e' }, + ]}}, + ], + }); const unexpectedPairs = [["a", "d"], ["b", "e"]]; for (let pair of unexpectedPairs) { for (let row of rows) { @@ -89,23 +93,6 @@ test('prefilter excludes specified pairs before', () => { } }); -test('never matching prefilter throws an exception', () => { - const factors = [ - ["a", "b", "c"], - ["d", "e"], - ["f"], - ]; - const preFilter = (row: Dict) => { - if (row[2] === "f") { - return false; - } - return true; - } - expect(() => { - make(factors, { preFilter }) - }).toThrow(); -}); - test("greedy sorter should make rows less than seed's one with 2", () => { const factors = [ ["a", "b", "c"], @@ -115,10 +102,10 @@ test("greedy sorter should make rows less than seed's one with 2", () => { ["m", "n", "o"], ]; let len1 = 0, len2 = 0; - const length = 2; + const strength = 2; for (let i of range(0, 10)) { - const rows1 = make(factors, { length, seed: Math.random(), sorter: sorters.hash, criterion: criteria.greedy }); - const rows2 = make(factors, { length, seed: Math.random(), sorter: sorters.hash, criterion: criteria.simple }); + const rows1 = make(factors, { strength, salt: Math.random(), sorter: sorters.hash, criterion: criteria.greedy }); + const rows2 = make(factors, { strength, salt: Math.random(), sorter: sorters.hash, criterion: criteria.simple }); len1 += len(rows1); len2 += len(rows2); } @@ -134,10 +121,10 @@ test("greedy sorter should make rows less than seed's one with 3", () => { ["m", "n", "o"], ]; let len1 = 0, len2 = 0; - const length = 3; + const strength = 3; for (let i of range(0, 10)) { - const rows1 = make(factors, { length, seed: Math.random(), sorter: sorters.hash, criterion: criteria.greedy }); - const rows2 = make(factors, { length, seed: Math.random(), sorter: sorters.hash, criterion: criteria.simple }); + const rows1 = make(factors, { strength, salt: Math.random(), sorter: sorters.hash, criterion: criteria.greedy }); + const rows2 = make(factors, { strength, salt: Math.random(), sorter: sorters.hash, criterion: criteria.simple }); len1 += len(rows1); len2 += len(rows2); } @@ -159,6 +146,127 @@ test('random sorter makes different rows everytime', () => { } }); +test('presets are included in the output (full row)', () => { + const factors = { + A: ['a1', 'a2', 'a3'], + B: ['b1', 'b2', 'b3'], + C: ['c1', 'c2'], + }; + const rows = make(factors, { + presets: [ + { A: 'a1', B: 'b1', C: 'c1' }, + ], + }); + // The full preset row must appear in the output + const found = rows.some((r: any) => r.A === 'a1' && r.B === 'b1' && r.C === 'c1'); + expect(found).toBe(true); +}); + +test('presets are completed when partial', () => { + const factors = { + A: ['a1', 'a2'], + B: ['b1', 'b2'], + C: ['c1', 'c2'], + }; + const rows = make(factors, { + presets: [ + { A: 'a1' }, // partial: B and C will be filled in + ], + }); + // First row should have A === 'a1' and B/C filled in + expect(rows[0]).toBeDefined(); + expect((rows[0] as any).A).toBe('a1'); + expect((rows[0] as any).B).toBeDefined(); + expect((rows[0] as any).C).toBeDefined(); +}); + +test('presets violating constraints are silently dropped', () => { + const factors = { + OS: ['iOS', 'Android'], + Browser: ['Safari', 'Chrome'], + }; + const rows = make(factors, { + constraints: [ + // NOT (OS=iOS AND Browser=Chrome) + { operator: 'not' as const, condition: { operator: 'and' as const, conditions: [ + { operator: 'eq' as const, left: 'OS', value: 'iOS' }, + { operator: 'eq' as const, left: 'Browser', value: 'Chrome' }, + ]}}, + ], + presets: [ + { OS: 'iOS', Browser: 'Chrome' }, // violates constraint β€” must be dropped + { OS: 'Android', Browser: 'Safari' }, // valid β€” must appear + ], + }); + // Bad preset should not appear + const bad = rows.some((r: any) => r.OS === 'iOS' && r.Browser === 'Chrome'); + expect(bad).toBe(false); + // Good preset should appear + const good = rows.some((r: any) => r.OS === 'Android' && r.Browser === 'Safari'); + expect(good).toBe(true); + // All output rows must satisfy the constraint + for (const r of rows) { + expect((r as any).OS === 'iOS' && (r as any).Browser === 'Chrome').toBe(false); + } +}); + +test('presets with unknown values are ignored', () => { + const factors = { + A: ['a1', 'a2'], + B: ['b1', 'b2'], + }; + const rows = make(factors, { + presets: [ + { A: 'unknown', B: 'b1' }, + ], + }); + // Pairwise coverage should still be satisfied for known values + for (const a of ['a1', 'a2']) { + for (const b of ['b1', 'b2']) { + const found = rows.some((r: any) => r.A === a && r.B === b); + expect(found).toBe(true); + } + } +}); + +test('presets with array factors use numeric keys', () => { + const factors = [ + ['a1', 'a2'], + ['b1', 'b2'], + ]; + const rows = make(factors, { + presets: [ + { 0: 'a1', 1: 'b1' } as any, + ], + }); + // The preset should appear + const found = rows.some((r: any[]) => r[0] === 'a1' && r[1] === 'b1'); + expect(found).toBe(true); +}); + +test('presets cover pairs and reduce generated rows', () => { + const factors = { + A: ['a1', 'a2', 'a3'], + B: ['b1', 'b2', 'b3'], + }; + const baseRows = make(factors); + const presetRows = make(factors, { + presets: [ + { A: 'a1', B: 'b1' }, + { A: 'a2', B: 'b2' }, + ], + }); + // Total row count should still cover the same pairs + const allPairs = new Set(); + for (const r of presetRows) { + allPairs.add(`${(r as any).A}|${(r as any).B}`); + } + // All 9 pairs covered + expect(allPairs.size).toBe(9); + // Same total count (or close to it) β€” presets shouldn't bloat the output + expect(presetRows.length).toBe(baseRows.length); +}); + test('dict type factors make dict row', () => { const factors = { 'key1': ["a", "b", "c"], @@ -168,7 +276,7 @@ test('dict type factors make dict row', () => { 'key5': ["m", "n", "o"], }; const rows = make(factors); - const sorter = (a: Scalar, b: Scalar) => a > b ? 1 : -1; + const sorter = (a: ScalarType, b: ScalarType) => a > b ? 1 : -1; for (let row of rows) { const keys1 = Object.keys(row).sort(sorter); const keys2 = Object.keys(factors).sort(sorter); diff --git a/typescript/src/__tests__/pict.test.ts b/typescript/src/__tests__/pict.test.ts new file mode 100644 index 0000000..9e2ee1d --- /dev/null +++ b/typescript/src/__tests__/pict.test.ts @@ -0,0 +1,1239 @@ +import { PictModel, PictModelError, weightsByValue } from "../pict"; +import { make } from "../index"; + +// Helper: extract just the messages so existing tests can keep using string-based matchers. +const errorMessages = (m: PictModel) => m.issues.map(i => i.message); + +describe('PictModel issues', () => { + it('records source/index/line for parameter errors', () => { + const model = new PictModel(` +A: 1, 2, 3 +Empty: +B: x, y +`); + const factorIssues = model.issues.filter(i => i.source === 'factor'); + expect(factorIssues).toHaveLength(1); + expect(factorIssues[0].severity).toBe('error'); + expect(factorIssues[0].source).toBe('factor'); + expect(factorIssues[0].index).toBe(1); // 0-based: A is 0, Empty is 1, B is 2 + expect(factorIssues[0].line).toBe(3); // leading newline β†’ "A:" is line 2, "Empty:" is line 3 + expect(factorIssues[0].message).toMatch(/No values for parameter "Empty"/); + }); + + it('records line for parameter reference errors', () => { + const model = new PictModel(` +A: 1, 2 +B: , 3 +`); + const factorIssues = model.issues.filter(i => i.source === 'factor'); + expect(factorIssues).toHaveLength(1); + expect(factorIssues[0].index).toBe(1); // B is the second factor (index 1) + expect(factorIssues[0].line).toBe(3); + expect(factorIssues[0].message).toMatch(/Unknown parameter reference/); + }); + + it('records source/index/line for constraint errors', () => { + const model = new PictModel(` +A: 1, 2 +B: 3, 4 + +IF [A] = 1 THEN [B] = 3; +IF [A] @ 2 THEN [B] = 4; +`); + const constraintIssues = model.issues.filter(i => i.source === 'constraint'); + expect(constraintIssues).toHaveLength(1); + expect(constraintIssues[0].source).toBe('constraint'); + // The bad constraint is the second filter (index 1) + expect(constraintIssues[0].index).toBe(1); + expect(constraintIssues[0].line).toBe(6); + expect(constraintIssues[0].message).toMatch(/Unknown comparison operator: @/); + }); + + it('strict mode throws PictModelError on errors', () => { + expect(() => new PictModel('broken line', { strict: true })).toThrow(PictModelError); + }); + + it('strict mode does not throw when there are no errors', () => { + expect(() => new PictModel('A: 1, 2\nB: 3, 4', { strict: true })).not.toThrow(); + }); + + it('PictModelError exposes the issues array', () => { + try { + new PictModel('broken line', { strict: true }); + throw new Error('expected throw'); + } catch (e) { + expect(e).toBeInstanceOf(PictModelError); + expect((e as PictModelError).issues.length).toBeGreaterThan(0); + expect((e as PictModelError).issues[0].severity).toBe('error'); + } + }); + + it('non-strict mode collects issues without throwing', () => { + const model = new PictModel('broken line'); + expect(model.issues.length).toBeGreaterThan(0); + }); +}); + +describe('PictModel parameters', () => { + it('parses basic PICT model definition', () => { + const model = new PictModel(` +Type: Single, Span, Stripe, Mirror, RAID-5 +Size: 10, 100, 500, 1000, 5000, 10000, 40000 +Format method: Quick, Slow +File system: FAT, FAT32, NTFS +Cluster size: 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 +Compression: On, Off + `); + expect(model.parameters).toEqual({ + "Type": ["Single", "Span", "Stripe", "Mirror", "RAID-5"], + "Size": [10, 100, 500, 1000, 5000, 10000, 40000], + "Format method": ["Quick", "Slow"], + "File system": ["FAT", "FAT32", "NTFS"], + "Cluster size": [512, 1024, 2048, 4096, 8192, 16384, 32768, 65536], + "Compression": ["On", "Off"], + }); + }); + + it('skips empty lines and comments', () => { + const model = new PictModel(` +# This is a comment +A: 1, 2, 3 + +# Another comment +B: x, y + `); + expect(model.parameters).toEqual({ + "A": [1, 2, 3], + "B": ["x", "y"], + }); + }); + + it('line without colon is treated as constraint and produces error', () => { + const model = new PictModel('No colon here'); + expect(Object.keys(model.parameters)).toHaveLength(0); + expect(errorMessages(model).length).toBeGreaterThan(0); + }); + + it('line with empty name is treated as constraint and produces error', () => { + const model = new PictModel(': a, b'); + expect(Object.keys(model.parameters)).toHaveLength(0); + expect(errorMessages(model).length).toBeGreaterThan(0); + }); + + it('collects error for no values', () => { + const model = new PictModel('Key:'); + expect(errorMessages(model)).toContainEqual(expect.stringContaining('No values for parameter "Key"')); + }); + + it('handles quoted strings with commas', () => { + const model = new PictModel(`Msg: "hello, world", "foo, bar", normal`); + expect(model.parameters).toEqual({ "Msg": ["hello, world", "foo, bar", "normal"] }); + }); + + it('handles negative prefix ~', () => { + const model = new PictModel(`Type: Valid, ~Invalid, ~Bad`); + expect(model.parameters).toEqual({ "Type": ["Valid", "Invalid", "Bad"] }); + }); + + it('handles weight suffix (N)', () => { + const model = new PictModel(`Size: 10, 100 (10), 500`); + expect(model.parameters).toEqual({ "Size": [10, 100, 500] }); + }); + + it('handles aliases with |', () => { + const model = new PictModel(`OS: Windows | Win, Linux | GNU/Linux`); + expect(model.parameters).toEqual({ "OS": ["Windows", "Linux"] }); + }); + + it('handles parameter reference ', () => { + const model = new PictModel(`A: 1, 2, 3\nB: , 4`); + expect(model.parameters).toEqual({ "A": [1, 2, 3], "B": [1, 2, 3, 4] }); + }); + + it('collects error for unknown parameter reference', () => { + const model = new PictModel(`A: `); + expect(errorMessages(model)).toContainEqual(expect.stringContaining('Unknown parameter reference: "Unknown"')); + }); + + it('handles combined features', () => { + const model = new PictModel(`OS: "Windows 10" | Win10, ~"Bad OS" (5), Linux`); + expect(model.parameters).toEqual({ "OS": ["Windows 10", "Bad OS", "Linux"] }); + }); +}); + +describe('PictModel with parameters and constraints', () => { + it('parses parameters and constraints together', () => { + const model = new PictModel(` +Type: Single, Span, Stripe +Size: 10, 100, 500 + +IF [Type] = "Single" THEN [Size] > 10; + `); + expect(model.parameters).toEqual({ + "Type": ["Single", "Span", "Stripe"], + "Size": [10, 100, 500], + }); + expect(model.constraints).toHaveLength(1); + expect(errorMessages(model)).toEqual([]); + }); + + it('filter checks constraint', () => { + const model = new PictModel(` +Type: A, B +Size: 10, 100 + +IF [Type] = "A" THEN [Size] = 100; + `); + expect(model.filter({ Type: 'A', Size: 100 })).toBe(true); + expect(model.filter({ Type: 'A', Size: 10 })).toBe(false); + expect(model.filter({ Type: 'B', Size: 10 })).toBe(true); + }); + + it('filter returns true when no constraints', () => { + const model = new PictModel(`X: 1, 2\nY: a, b`); + expect(model.filter({ X: 1, Y: 'a' })).toBe(true); + }); + + it('make generates rows satisfying constraints', () => { + const model = new PictModel(` +Type: A, B +Size: 10, 100 +Flag: On, Off + +IF [Type] = "A" THEN [Size] = 100; + `); + const rows = model.make(); + for (const row of rows) { + if ((row as any).Type === 'A') { + expect((row as any).Size).toBe(100); + } + } + }); + + it('make accepts additional options', () => { + const model = new PictModel(` +Type: A, B, C +Size: 10, 100, 500 + `); + const rows = model.make({ strength: 2, salt: 42 }); + expect(rows.length).toBeGreaterThan(0); + }); + + it('makeAsync yields rows', () => { + const model = new PictModel(` +Type: A, B +Size: 10, 100 + `); + const rows = [...model.makeAsync()]; + expect(rows.length).toBeGreaterThan(0); + }); +}); + +describe('PictModel weights', () => { + it('parses weight from (N) syntax', () => { + const model = new PictModel(` +Browser: Chrome (10), Firefox, Safari (5) + `); + expect(errorMessages(model)).toEqual([]); + expect(model.weights).toEqual({ + Browser: { 0: 10, 2: 5 }, + }); + }); + + it('no weights when none specified', () => { + const model = new PictModel(`Browser: Chrome, Firefox`); + expect(model.weights).toEqual({}); + }); + + it('weighted value is preferred during completion', () => { + // With heavy weight on a specific value, that value should appear more often + const factors = { + A: ['a1', 'a2', 'a3'], + B: ['b1', 'b2', 'b3'], + C: ['c1', 'c2', 'c3'], + }; + const rowsNoWeight = make(factors, { salt: 1 }); + const rowsWithWeight = make(factors, { + salt: 1, + weights: { C: { 0: 100 } }, // c1 prioritized + }); + const c1CountNoWeight = rowsNoWeight.filter((r: any) => r.C === 'c1').length; + const c1CountWithWeight = rowsWithWeight.filter((r: any) => r.C === 'c1').length; + // c1 should appear at least as often (typically more often) when weighted + expect(c1CountWithWeight).toBeGreaterThanOrEqual(c1CountNoWeight); + }); + + it('PictModel with weight syntax produces rows', () => { + const model = new PictModel(` +A: a1, a2, a3 +B: b1 (10), b2, b3 + `); + const rows = model.make({ salt: 1 }); + expect(rows.length).toBeGreaterThan(0); + }); +}); + +describe('weightsByValue utility', () => { + it('converts value-keyed weights to index-keyed', () => { + const factors = { + Browser: ['Chrome', 'Firefox', 'Safari'], + }; + const result = weightsByValue(factors, { + Browser: { Chrome: 10, Safari: 5 }, + }); + expect(result).toEqual({ + Browser: { 0: 10, 2: 5 }, + }); + }); + + it('skips unknown factor keys', () => { + const result = weightsByValue( + { A: ['x', 'y'] }, + { A: { x: 10 }, Unknown: { foo: 5 } }, + ); + expect(result).toEqual({ A: { 0: 10 } }); + }); + + it('skips unknown values', () => { + const result = weightsByValue( + { A: ['x', 'y'] }, + { A: { x: 10, z: 99 } }, + ); + expect(result).toEqual({ A: { 0: 10 } }); + }); + + it('matches numeric values via string conversion', () => { + const result = weightsByValue( + { Size: [10, 100, 1000] }, + { Size: { '100': 5 } }, + ); + expect(result).toEqual({ Size: { 1: 5 } }); + }); + + it('returns empty object when no matches', () => { + const result = weightsByValue( + { A: ['x', 'y'] }, + { A: { z: 10 } }, + ); + expect(result).toEqual({}); + }); +}); + +describe('PictModel invalid values (~)', () => { + it('records invalid values from ~ prefix', () => { + const model = new PictModel(` +Age: 20, 30, ~-1, ~999 +Country: Japan, USA, ~"Mars" + `); + expect(errorMessages(model)).toEqual([]); + expect(model.negatives.get('Age')).toEqual(new Set([-1, 999])); + expect(model.negatives.get('Country')).toEqual(new Set(['Mars'])); + }); + + it('filter allows rows with no invalid values', () => { + const model = new PictModel(` +Age: 20, ~-1 +Country: Japan, ~"Mars" + `); + expect(model.filter({ Age: 20, Country: 'Japan' })).toBe(true); + }); + + it('filter allows rows with exactly one invalid value', () => { + const model = new PictModel(` +Age: 20, ~-1 +Country: Japan, ~"Mars" + `); + expect(model.filter({ Age: -1, Country: 'Japan' })).toBe(true); + expect(model.filter({ Age: 20, Country: 'Mars' })).toBe(true); + }); + + it('filter rejects rows with two or more invalid values', () => { + const model = new PictModel(` +Age: 20, ~-1 +Country: Japan, ~"Mars" + `); + expect(model.filter({ Age: -1, Country: 'Mars' })).toBe(false); + }); + + it('make generates rows that never combine two invalid values', () => { + const model = new PictModel(` +Age: 20, 30, ~-1, ~999 +Country: Japan, USA, ~"Mars" + `); + const rows = model.make(); + for (const row of rows) { + const ageInvalid = (row as any).Age === '~-1' || (row as any).Age === '~999'; + const countryInvalid = (row as any).Country === '~Mars'; + expect(ageInvalid && countryInvalid).toBe(false); + } + // Verify ~ prefix appears in output + const allAges = rows.map((r: any) => r.Age); + expect(allAges).toContain('~-1'); + expect(allAges).toContain('~999'); + const allCountries = rows.map((r: any) => r.Country); + expect(allCountries).toContain('~Mars'); + }); + + it('invalid values combined with aliases', () => { + const model = new PictModel(` +OS: Linux, ~"Bad OS" | Bad +Result: pass, ~fail + `); + expect(model.negatives.get('OS')).toEqual(new Set(['Bad OS'])); + expect(model.negatives.get('Result')).toEqual(new Set(['fail'])); + }); + + it('invalid values work alongside constraints', () => { + const model = new PictModel(` +Age: 20, 30, ~-1 +Country: Japan, USA + +IF [Country] = "USA" THEN [Age] > 18; + `); + expect(errorMessages(model)).toEqual([]); + // Valid normal row + expect(model.filter({ Age: 30, Country: 'USA' })).toBe(true); + // Single invalid value is allowed (constraint still applies though) + expect(model.filter({ Age: -1, Country: 'Japan' })).toBe(true); + // Constraint violated + expect(model.filter({ Age: 10, Country: 'USA' })).toBe(false); + }); +}); + +describe('PictModel caseInsensitive', () => { + it('case-insensitive equality', () => { + const model = new PictModel( + `OS: iOS, Android +Browser: Chrome, Firefox + +IF [OS] = "ios" THEN [Browser] = "chrome"; + `, + { caseInsensitive: true } + ); + expect(errorMessages(model)).toEqual([]); + expect(model.filter({ OS: 'iOS', Browser: 'Chrome' })).toBe(true); + expect(model.filter({ OS: 'iOS', Browser: 'Firefox' })).toBe(false); + expect(model.filter({ OS: 'Android', Browser: 'Firefox' })).toBe(true); + }); + + it('case-insensitive IN clause', () => { + const model = new PictModel( + `Color: Red, Blue, Green, Yellow +Category: Primary, Secondary + +IF [Color] IN {"red", "blue"} THEN [Category] = "Primary"; + `, + { caseInsensitive: true } + ); + expect(model.filter({ Color: 'Red', Category: 'Primary' })).toBe(true); + expect(model.filter({ Color: 'Blue', Category: 'Primary' })).toBe(true); + expect(model.filter({ Color: 'Green', Category: 'Secondary' })).toBe(true); + expect(model.filter({ Color: 'Red', Category: 'Secondary' })).toBe(false); + }); + + it('case-insensitive LIKE clause', () => { + const model = new PictModel( + `Name: Alice, alice, Bob +Status: Active, Inactive + +IF [Name] LIKE "ALIC*" THEN [Status] = "Active"; + `, + { caseInsensitive: true } + ); + expect(model.filter({ Name: 'Alice', Status: 'Active' })).toBe(true); + expect(model.filter({ Name: 'alice', Status: 'Active' })).toBe(true); + expect(model.filter({ Name: 'Alice', Status: 'Inactive' })).toBe(false); + expect(model.filter({ Name: 'Bob', Status: 'Inactive' })).toBe(true); + }); + + it('case-insensitive alias lookup', () => { + const model = new PictModel( + `OS: Windows | Win, Linux + +IF [OS] = "WIN" THEN [OS] <> "Linux"; + `, + { caseInsensitive: true } + ); + expect(errorMessages(model)).toEqual([]); + expect(model.filter({ OS: 'Windows' })).toBe(true); + }); + + it('case-insensitive by default (PICT compatible)', () => { + const model = new PictModel(` +OS: iOS, Android +Browser: Chrome, Firefox + +IF [OS] = "ios" THEN [Browser] = "chrome"; + `); + // Default is case-insensitive, so "ios" matches "iOS" + expect(model.filter({ OS: 'iOS', Browser: 'Chrome' })).toBe(true); + expect(model.filter({ OS: 'iOS', Browser: 'Firefox' })).toBe(false); + }); + + it('case-sensitive when explicitly disabled', () => { + const model = new PictModel( + `OS: iOS, Android +Browser: Chrome, Firefox + +IF [OS] = "ios" THEN [Browser] = "chrome"; + `, + { caseInsensitive: false } + ); + // No row matches "ios" because comparison is case-sensitive + expect(model.filter({ OS: 'iOS', Browser: 'Firefox' })).toBe(true); + }); +}); + +describe('PictModel aliases in constraints', () => { + it('alias in constraint resolves to canonical value', () => { + const model = new PictModel(` +OS: Windows | Win, Linux +Browser: Chrome, Firefox + +IF [OS] = "Win" THEN [Browser] = "Chrome"; + `); + expect(errorMessages(model)).toEqual([]); + // Row with canonical "Windows" value should match the constraint + expect(model.filter({ OS: 'Windows', Browser: 'Chrome' })).toBe(true); + expect(model.filter({ OS: 'Windows', Browser: 'Firefox' })).toBe(false); + expect(model.filter({ OS: 'Linux', Browser: 'Firefox' })).toBe(true); + }); + + it('alias in IN clause resolves to canonical value', () => { + const model = new PictModel(` +OS: "Windows 10" | Win10, "Mac OS" | Mac, Linux +Result: pass, fail + +IF [OS] IN {"Win10", "Mac"} THEN [Result] = "pass"; + `); + expect(errorMessages(model)).toEqual([]); + expect(model.filter({ OS: 'Windows 10', Result: 'pass' })).toBe(true); + expect(model.filter({ OS: 'Windows 10', Result: 'fail' })).toBe(false); + expect(model.filter({ OS: 'Mac OS', Result: 'pass' })).toBe(true); + expect(model.filter({ OS: 'Linux', Result: 'fail' })).toBe(true); + }); + + it('multiple aliases per value', () => { + const model = new PictModel(` +OS: Windows | Win | Microsoft, Linux | GNU/Linux + +IF [OS] = "Microsoft" THEN [OS] <> "GNU/Linux"; + `); + expect(errorMessages(model)).toEqual([]); + expect(model.filter({ OS: 'Windows' })).toBe(true); + expect(model.filter({ OS: 'Linux' })).toBe(true); + }); + + it('parameters use canonical value only', () => { + const model = new PictModel(`OS: Windows | Win, Linux`); + expect(model.parameters).toEqual({ OS: ['Windows', 'Linux'] }); + }); +}); + +describe('PictModel sub-models', () => { + it('parses sub-model definition', () => { + const model = new PictModel(` +A: 1, 2, 3 +B: 4, 5, 6 +C: 7, 8, 9 + +{ A, B, C } @ 3 + `); + expect(model.subModels).toEqual([{ fields: ['A', 'B', 'C'], strength: 3 }]); + expect(errorMessages(model)).toEqual([]); + }); + + it('sub-model increases coverage for group', () => { + const model = new PictModel(` +A: a1, a2, a3 +B: b1, b2, b3 +C: c1, c2, c3 +D: d1, d2 + +{ A, B, C } @ 3 + `); + const rows = model.make(); + // All 3-wise combinations of A, B, C must be covered + const abc = ['A', 'B', 'C'] as const; + const abcValues = { + A: ['a1', 'a2', 'a3'], + B: ['b1', 'b2', 'b3'], + C: ['c1', 'c2', 'c3'], + }; + for (const a of abcValues.A) { + for (const b of abcValues.B) { + for (const c of abcValues.C) { + const found = rows.some((row: any) => row.A === a && row.B === b && row.C === c); + expect(found).toBe(true); + } + } + } + }); + + it('default strength still applies cross-group', () => { + const model = new PictModel(` +A: a1, a2 +B: b1, b2 +C: c1, c2 +D: d1, d2 + +{ A, B } @ 2 + `); + // Default strength 2 applies to cross-group pairs (e.g. A-C, A-D, B-C, B-D, C-D) + const rows = model.make(); + // Check that all 2-wise pairs of C and D are covered + for (const c of ['c1', 'c2']) { + for (const d of ['d1', 'd2']) { + const found = rows.some((row: any) => row.C === c && row.D === d); + expect(found).toBe(true); + } + } + }); + + it('multiple sub-models', () => { + const model = new PictModel(` +A: a1, a2 +B: b1, b2 +C: c1, c2 +D: d1, d2 + +{ A, B } @ 2 +{ C, D } @ 2 + `); + expect(model.subModels).toHaveLength(2); + const rows = model.make(); + expect(rows.length).toBeGreaterThan(0); + }); + + it('sub-model via options API', () => { + const rows = new PictModel(` +A: a1, a2, a3 +B: b1, b2, b3 +C: c1, c2, c3 + `).make({ subModels: [{ fields: ['A', 'B', 'C'], strength: 3 }] }); + // All 3-wise must be covered + for (const a of ['a1', 'a2', 'a3']) { + for (const b of ['b1', 'b2', 'b3']) { + for (const c of ['c1', 'c2', 'c3']) { + const found = rows.some((row: any) => row.A === a && row.B === b && row.C === c); + expect(found).toBe(true); + } + } + } + }); + + it('invalid sub-model line produces error', () => { + const model = new PictModel(` +A: 1, 2 +B: 3, 4 + +{ A, B } + `); + // "{ A, B }" without @ is not a valid sub-model, treated as constraint + expect(errorMessages(model).length).toBeGreaterThan(0); + }); +}); + +describe('PictModel unconditional constraints', () => { + it('simple unconditional constraint', () => { + const model = new PictModel(` +A: x, y +B: x, y +[A] <> [B]; + `); + expect(errorMessages(model)).toEqual([]); + expect(model.constraints).toHaveLength(1); + expect(model.filter({ A: 'x', B: 'y' })).toBe(true); + expect(model.filter({ A: 'x', B: 'x' })).toBe(false); + }); + + it('unconditional constraint with AND', () => { + const model = new PictModel(` +A: x, y +B: x, y +C: yes, no +[A] <> [B] AND [C] = "yes"; + `); + expect(errorMessages(model)).toEqual([]); + expect(model.filter({ A: 'x', B: 'y', C: 'yes' })).toBe(true); + expect(model.filter({ A: 'x', B: 'x', C: 'yes' })).toBe(false); + expect(model.filter({ A: 'x', B: 'y', C: 'no' })).toBe(false); + }); + + it('mixed conditional and unconditional constraints', () => { + const model = new PictModel(` +A: 1, 2 +B: 2, 3 +C: x, y +D: x, y +IF [A] = 1 THEN [B] = 2; +[C] <> [D]; + `); + expect(errorMessages(model)).toEqual([]); + expect(model.constraints).toHaveLength(2); + expect(model.filter({ A: 1, B: 2, C: 'x', D: 'y' })).toBe(true); + expect(model.filter({ A: 1, B: 3, C: 'x', D: 'y' })).toBe(false); + expect(model.filter({ A: 0, B: 3, C: 'x', D: 'x' })).toBe(false); + }); +}); + +describe('PictModel single constraints', () => { + it('Blank', () => { + const model = new PictModel(``); + expect(model.constraints.length).toBe(0); + expect(errorMessages(model).length).toBe(0); + + const row1 = { PRICE: 150, DISCOUNT: 'YES' }; + expect(model.filter(row1)).toBe(true); + }); + + it('should filter correctly with LIKE and IN conditions', () => { + const model = new PictModel(` +NAME: Alice, Bob +STATUS: Active, Pending, Inactive +AGE: 15, 25 +COUNTRY: USA, UK + +IF [NAME] LIKE "Alic?" THEN [STATUS] IN {"Active", "Pending"} ELSE [AGE] > 20 OR [COUNTRY] = "USA"; + `); + const row1 = { NAME: 'Alice', STATUS: 'Active' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { NAME: 'Alice', STATUS: 'Inactive' }; + expect(model.filter(row2)).toBe(false); + }); + + it('should filter correctly with numeric conditions', () => { + const model = new PictModel(` +PRICE: 90, 150 +DISCOUNT: YES, NO + +IF [PRICE] > 100 THEN [DISCOUNT] = "YES" ELSE [DISCOUNT] = "NO"; + `); + const row1 = { PRICE: 150, DISCOUNT: 'YES' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { PRICE: 90, DISCOUNT: 'NO' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { PRICE: 90, DISCOUNT: 'YES' }; + expect(model.filter(row3)).toBe(false); + }); + + it('should handle NOT conditions correctly', () => { + const model = new PictModel(` +PRODUCT: Book, Pen +AVAILABLE: Yes, No + +IF NOT [PRODUCT] = "Book" THEN [AVAILABLE] <> "No" ELSE [AVAILABLE] = "No"; + `); + const row1 = { PRODUCT: 'Pen', AVAILABLE: 'Yes' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { PRODUCT: 'Book', AVAILABLE: 'No' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { PRODUCT: 'Pen', AVAILABLE: 'No' }; + expect(model.filter(row3)).toBe(false); + }); + + it('should filter with AND conditions', () => { + const model = new PictModel(` +CATEGORY: Electronics, Furniture +BRAND: Sony, "General Electric Company" +WARRANTY: Included, "Not Included" + +IF [CATEGORY] = "Electronics" AND [BRAND] = "Sony" THEN [WARRANTY] = "Included" ELSE [WARRANTY] = "Not Included"; + `); + const row1 = { CATEGORY: 'Electronics', BRAND: 'Sony', WARRANTY: 'Included' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { CATEGORY: 'Electronics', BRAND: 'General Electric Company', WARRANTY: 'Not Included' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { CATEGORY: 'Electronics', BRAND: 'Sony', WARRANTY: 'Not Included' }; + expect(model.filter(row3)).toBe(false); + }); + + it('should handle nested conditions with parentheses', () => { + const model = new PictModel(` +CATEGORY: Electronics, Furniture +BRAND: Sony, Apple, Samsung, IKEA +WARRANTY: Included, "Not Included" + +IF ([CATEGORY] = "Electronics" AND [BRAND] = "Sony") OR [BRAND] = "Apple" THEN [WARRANTY] = "Included" ELSE [WARRANTY] = "Not Included"; + `); + const row1 = { CATEGORY: 'Electronics', BRAND: 'Sony', WARRANTY: 'Included' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { CATEGORY: 'Electronics', BRAND: 'Apple', WARRANTY: 'Included' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { CATEGORY: 'Furniture', BRAND: 'IKEA', WARRANTY: 'Not Included' }; + expect(model.filter(row3)).toBe(true); + + const row4 = { CATEGORY: 'Electronics', BRAND: 'Samsung', WARRANTY: 'Included' }; + expect(model.filter(row4)).toBe(false); + }); + + it('should handle fields containing spaces', () => { + const model = new PictModel(` +PRODUCT NAME: Laptop, Desktop +PRICE: 400, 500, 600 + +IF [PRODUCT NAME] = "Laptop" THEN [PRICE] > 500 ELSE [PRICE] <= 500; + `); + const row1 = { 'PRODUCT NAME': 'Laptop', PRICE: 600 }; + expect(model.filter(row1)).toBe(true); + + const row2 = { 'PRODUCT NAME': 'Laptop', PRICE: 400 }; + expect(model.filter(row2)).toBe(false); + + const row3 = { 'PRODUCT NAME': 'Desktop', PRICE: 600 }; + expect(model.filter(row3)).toBe(false); + }); + + it('should handle IN conditions', () => { + const model = new PictModel(` +COLOR: Red, Blue, Green, Yellow +CATEGORY: Primary, Secondary + +IF [COLOR] IN {"Red", "Blue", "Green"} THEN [CATEGORY] = "Primary" ELSE [CATEGORY] = "Secondary"; + `); + const row1 = { COLOR: 'Red', CATEGORY: 'Primary' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { COLOR: 'Yellow', CATEGORY: 'Secondary' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { COLOR: 'Red', CATEGORY: 'Secondary' }; + expect(model.filter(row3)).toBe(false); + }); + + it('should handle complex conditions with nested parentheses', () => { + const model = new PictModel(` +AGE: 18, 25 +COUNTRY: USA, Canada, UK +STATUS: Allowed, Denied + +IF ([AGE] > 20 AND ([COUNTRY] = "USA" OR [COUNTRY] = "Canada")) THEN [STATUS] = "Allowed" ELSE [STATUS] = "Denied"; + `); + const row1 = { AGE: 25, COUNTRY: 'USA', STATUS: 'Allowed' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { AGE: 18, COUNTRY: 'USA', STATUS: 'Denied' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { AGE: 25, COUNTRY: 'UK', STATUS: 'Denied' }; + expect(model.filter(row3)).toBe(true); + + const row4 = { AGE: 25, COUNTRY: 'Canada', STATUS: 'Allowed' }; + expect(model.filter(row4)).toBe(true); + + const row5 = { AGE: 25, COUNTRY: 'Canada', STATUS: 'Denied' }; + expect(model.filter(row5)).toBe(false); + }); + + it('should handle false in ELSE condition', () => { + const model = new PictModel(` +NAME: Bob, Alice +STATUS: Active, Inactive + +IF [NAME] = "Bob" THEN [STATUS] = "Inactive" ELSE FALSE; + `); + const row1 = { NAME: 'Bob', STATUS: 'Inactive' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { NAME: 'Alice', STATUS: 'Active' }; + expect(model.filter(row2)).toBe(false); + }); + + it('should handle true in ELSE condition', () => { + const model = new PictModel(` +NAME: Bob, Alice +STATUS: Active, Inactive + +IF [NAME] = "Bob" THEN [STATUS] = "Inactive" ELSE true; + `); + const row1 = { NAME: 'Bob', STATUS: 'Inactive' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { NAME: 'Alice', STATUS: 'Active' }; + expect(model.filter(row2)).toBe(true); + }); + + it('Compare with other fields', () => { + const model = new PictModel(` +NAME: Bob, Alice, Shohei +ALIAS: Bob, Lissie, Shohei +AGE: 18, 25, 30 + +IF [NAME] = [ALIAS] THEN [AGE] <= 26; + `); + const row1 = { NAME: 'Bob', ALIAS: 'Bob', AGE: 18 }; + expect(model.filter(row1)).toBe(true); + + const row2 = { NAME: 'Alice', ALIAS: 'Lissie', AGE: 25 }; + expect(model.filter(row2)).toBe(true); + + const row3 = { NAME: 'Shohei', ALIAS: 'Shohei', AGE: 30 }; + expect(model.filter(row3)).toBe(false); + }); +}); + +describe('PictModel multiple constraints', () => { + it('should handle multiple constraints correctly (Test Case 1)', () => { + const model = new PictModel(` +NAME: Alice, Bob +AGE: 15, 18, 25 +COUNTRY: USA, Canada +STATUS: Active, Inactive + +IF [NAME] = "Alice" THEN [AGE] > 20 ELSE [AGE] < 20; +IF [COUNTRY] = "USA" THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive"; + `); + + const row1 = { NAME: 'Alice', AGE: 25, COUNTRY: 'USA', STATUS: 'Active' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { NAME: 'Alice', AGE: 25, COUNTRY: 'Canada', STATUS: 'Inactive' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { NAME: 'Alice', AGE: 18, COUNTRY: 'USA', STATUS: 'Active' }; + expect(model.filter(row3)).toBe(false); + + const row4 = { NAME: 'Bob', AGE: 15, COUNTRY: 'USA', STATUS: 'Inactive' }; + expect(model.filter(row4)).toBe(false); + }); + + it('should handle multiple constraints correctly (Test Case 2)', () => { + const model = new PictModel(` +SCORE: 85, 95 +GRADE: A, B +MEMBER: YES, NO +DISCOUNT: "10%", "20%" + +IF [SCORE] >= 90 THEN [GRADE] = "A" ELSE [GRADE] = "B"; +IF [MEMBER] = "YES" THEN [DISCOUNT] = "20%" ELSE [DISCOUNT] = "10%"; + `); + + const row1 = { SCORE: 95, GRADE: 'A', MEMBER: 'YES', DISCOUNT: '20%' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { SCORE: 85, GRADE: 'B', MEMBER: 'NO', DISCOUNT: '10%' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { SCORE: 85, GRADE: 'B', MEMBER: 'YES', DISCOUNT: '20%' }; + expect(model.filter(row3)).toBe(true); + + const row4 = { SCORE: 85, GRADE: 'A', MEMBER: 'YES', DISCOUNT: '10%' }; + expect(model.filter(row4)).toBe(false); + }); + + it('should handle multiple constraints correctly (Test Case 3)', () => { + const model = new PictModel(` +TEMP: 25, 35 +STATE: HOT, COLD +HUMIDITY: 45, 55 +COMFORT: DRY, HUMID + +IF [TEMP] > 30 THEN [STATE] = "HOT" ELSE [STATE] = "COLD"; +IF [HUMIDITY] < 50 THEN [COMFORT] = "DRY" ELSE [COMFORT] = "HUMID"; + `); + + const row1 = { TEMP: 35, STATE: 'HOT', HUMIDITY: 45, COMFORT: 'DRY' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { TEMP: 25, STATE: 'COLD', HUMIDITY: 55, COMFORT: 'HUMID' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { TEMP: 25, STATE: 'HOT', HUMIDITY: 55, COMFORT: 'DRY' }; + expect(model.filter(row3)).toBe(false); + + const row4 = { TEMP: 35, STATE: 'HOT', HUMIDITY: 55, COMFORT: 'HUMID' }; + expect(model.filter(row4)).toBe(true); + }); + + it('should handle multiple constraints correctly (Test Case 4)', () => { + const model = new PictModel(` +CATEGORY: Electronics, Furniture +WARRANTY: Included, "Not Included" +PRICE: 90, 150 +DISCOUNT: YES, NO + +IF [CATEGORY] = "Electronics" THEN [WARRANTY] = "Included" ELSE [WARRANTY] = "Not Included"; +IF [PRICE] > 100 THEN [DISCOUNT] = "YES" ELSE [DISCOUNT] = "NO"; + `); + + const row1 = { CATEGORY: 'Electronics', WARRANTY: 'Included', PRICE: 150, DISCOUNT: 'YES' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { CATEGORY: 'Furniture', WARRANTY: 'Not Included', PRICE: 90, DISCOUNT: 'NO' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { CATEGORY: 'Electronics', WARRANTY: 'Not Included', PRICE: 150, DISCOUNT: 'NO' }; + expect(model.filter(row3)).toBe(false); + + const row4 = { CATEGORY: 'Furniture', WARRANTY: 'Not Included', PRICE: 150, DISCOUNT: 'YES' }; + expect(model.filter(row4)).toBe(true); + }); + + it('should handle multiple constraints correctly (Test Case 5)', () => { + const model = new PictModel(` +COLOR: Red, Blue +CATEGORY: Primary, Secondary +QUANTITY: 5, 20 +STOCK: Low, High + +IF [COLOR] = "Red" THEN [CATEGORY] = "Primary" ELSE [CATEGORY] = "Secondary"; +IF [QUANTITY] < 10 THEN [STOCK] = "Low" ELSE [STOCK] = "High"; + `); + + const row1 = { COLOR: 'Red', CATEGORY: 'Primary', QUANTITY: 5, STOCK: 'Low' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { COLOR: 'Blue', CATEGORY: 'Secondary', QUANTITY: 20, STOCK: 'High' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { COLOR: 'Red', CATEGORY: 'Secondary', QUANTITY: 5, STOCK: 'High' }; + expect(model.filter(row3)).toBe(false); + + const row4 = { COLOR: 'Red', CATEGORY: 'Primary', QUANTITY: 20, STOCK: 'High' }; + expect(model.filter(row4)).toBe(true); + }); + + it('should handle multiple constraints correctly (Test Case 6)', () => { + const model = new PictModel(` +SIZE: Large, Medium +AVAILABILITY: "In Stock", "Out of Stock" +DISCOUNT: YES, NO +MEMBER: YES, NO +PRICE: 90, 110, 120 + +IF [SIZE] = "Large" THEN [AVAILABILITY] = "In Stock" ELSE [AVAILABILITY] = "Out of Stock"; +IF ([DISCOUNT] = "YES" AND [MEMBER] = "YES") THEN [PRICE] < 100 ELSE [PRICE] >= 100; + `); + + const row1 = { SIZE: 'Large', AVAILABILITY: 'In Stock', DISCOUNT: 'YES', MEMBER: 'YES', PRICE: 90 }; + expect(model.filter(row1)).toBe(true); + + const row2 = { SIZE: 'Medium', AVAILABILITY: 'Out of Stock', DISCOUNT: 'NO', MEMBER: 'NO', PRICE: 120 }; + expect(model.filter(row2)).toBe(true); + + const row3 = { SIZE: 'Large', AVAILABILITY: 'In Stock', DISCOUNT: 'YES', MEMBER: 'NO', PRICE: 110 }; + expect(model.filter(row3)).toBe(true); + }); + + it('should handle multiple constraints correctly (Test Case 7)', () => { + const model = new PictModel(` +SEASON: Winter, Summer +CLOTHING: Coat, Shirt +TEMP: -5, 5, 25 +WEATHER: Snowy, Sunny +ACTIVITY: Skiing, Running + +IF [SEASON] = "Winter" THEN [CLOTHING] = "Coat" ELSE [CLOTHING] = "Shirt"; +IF ([TEMP] < 0 AND [WEATHER] = "Snowy") THEN [ACTIVITY] = "Skiing" ELSE [ACTIVITY] = "Running"; + `); + + const row1 = { SEASON: 'Winter', CLOTHING: 'Coat', TEMP: -5, WEATHER: 'Snowy', ACTIVITY: 'Skiing' }; + expect(model.filter(row1)).toBe(true); + + const row2 = { SEASON: 'Summer', CLOTHING: 'Shirt', TEMP: 25, WEATHER: 'Sunny', ACTIVITY: 'Running' }; + expect(model.filter(row2)).toBe(true); + + const row3 = { SEASON: 'Winter', CLOTHING: 'Coat', TEMP: 5, WEATHER: 'Sunny', ACTIVITY: 'Running' }; + expect(model.filter(row3)).toBe(true); + }); +}); + +describe('PictModel invalid constraints', () => { + it('Unknown comparer', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active, Inactive + +IF [NAME] @ "Alice" THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Unknown comparison operator: @'); + }); + + it('Comparison operator missing, got a value', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active, Inactive + +IF [NAME] "Alice" THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Expected comparison operator but found value: "Alice"'); + }); + + it('Comparison operator missing, got an operator', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active, Inactive + +IF [NAME] AND TRUE THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Expected comparison operator but found operator: AND'); + }); + + it('Comparison operator and value missing, got then', () => { + const model = new PictModel(` +NAME: Summer +STATUS: Active, Inactive + +IF [NAME] THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive" + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('A comparison operator and value are required after the field.'); + }); + + it('Nothing after IF', () => { + const model = new PictModel(` +STATUS: Active, Inactive + +IF THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive" + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Expected field or value after "IF", "THEN", "ELSE"'); + }); + + it('Nothing after THEN', () => { + const model = new PictModel(` +NAME: Summer +STATUS: Active + +IF [NAME] = "Summer" THEN ELSE [STATUS] = "Active" + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Expected field or value after "IF", "THEN", "ELSE"'); + }); + + it('Nothing after ELSE', () => { + const model = new PictModel(` +NAME: Summer +STATUS: Active + +IF [NAME] = "Summer" THEN [STATUS] = "Active" ELSE + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Expected field or value after "IF", "THEN", "ELSE"'); + }); + + it('IF is missing, typo', () => { + const model = new PictModel(` +NAME: Summer +STATUS: Active + +F [NAME] = "Summer" THEN [STATUS] = "Active" + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Unknown token: F'); + }); + + it('IF is nothing', () => { + // Without IF, `[NAME] = "Summer"` is parsed as an unconditional constraint, + // then `THEN` is unexpected and causes an error. + const model = new PictModel(` +NAME: Summer +STATUS: Active + +[NAME] = "Summer" THEN [STATUS] = "Active" + `); + // 1 valid unconditional constraint + 1 error (THEN is unexpected) + expect(model.constraints).toHaveLength(1); + expect(errorMessages(model)).toHaveLength(1); + expect(errorMessages(model)[0]).toMatch(/Expected/); // THEN is unexpected + }); + + it('Multiple invalid expressions', () => { + const model = new PictModel(` +NAME: Summer +STATUS: Active + +IF [NAME] THEN [STATUS] = "Active"; +IF [NAME] = "Summer" THEN [STATUS] = "Active"; +IF [NAME] = "Summer" THEN [STATUS] = "Active" ELSE; +IF [NAME] = "Summer" THEN [STATUS] = "Active"; +IF [NAME] @ "Summer" THEN [STATUS] = "Active" ELSE [STATUS] = "Inactive"; + `); + + expect(errorMessages(model)).toEqual([ + 'A comparison operator and value are required after the field.', + 'Expected field or value after "IF", "THEN", "ELSE"', + 'Unknown comparison operator: @', + ]); + + // Only valid constraints are returned (nulls filtered out) + expect(model.constraints).toHaveLength(2); + }); + + it('Unterminated string literal', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active + +IF [NAME] = "Alice THEN [STATUS] = "Active"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toMatch(/Unterminated string literal/); + }); + + it('Unterminated field reference', () => { + const model = new PictModel(` +NAME: Alice + +IF [NAME + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toMatch(/Unterminated field reference/); + }); + + it('Unterminated set (missing closing brace)', () => { + const model = new PictModel(` +COLOR: Red, Blue +CATEGORY: Primary + +IF [COLOR] IN {"Red", "Blue" THEN [CATEGORY] = "Primary"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toMatch(/Unterminated set/); + }); + + it('Empty IN set', () => { + const model = new PictModel(` +COLOR: Red +CATEGORY: Primary + +IF [COLOR] IN {} THEN [CATEGORY] = "Primary"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toBe('Empty set in IN clause'); + }); + + it('!= operator suggests <>', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active + +IF [NAME] != "Alice" THEN [STATUS] = "Active"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toMatch(/Use "<>" for inequality/); + }); + + it('IF without THEN', () => { + const model = new PictModel(` +NAME: Alice +STATUS: Active + +IF [NAME] = "Alice" [STATUS] = "Active"; + `); + expect(errorMessages(model).length).toBe(1); + expect(errorMessages(model)[0]).toMatch(/Expected "THEN" but found/); + }); +}); diff --git a/typescript/src/__tests__/profile.test.ts b/typescript/src/__tests__/profile.test.ts new file mode 100644 index 0000000..b3d5337 --- /dev/null +++ b/typescript/src/__tests__/profile.test.ts @@ -0,0 +1,250 @@ +import { Controller } from '../controller'; +import { criteria } from '../index'; +import { combinations, unique } from '../lib'; +import type { FactorsType, PairByKeyType, PairType, ScalarType } from '../types'; + +describe('profile 20x10 greedy no constraints', () => { + const makeFactors = () => { + const factors: Record = {}; + for (let i = 0; i < 20; i++) { + factors[`f${i}`] = Array.from({ length: 10 }, (_, j) => j); + } + return factors; + }; + + it('instruments key methods (setPair, close, consumePairs, etc.)', () => { + const factors = makeFactors(); + + let setPairCalls = 0; + let closeCalls = 0; + let closeTime = 0; + let setPairTime = 0; + let consumePairsTime = 0; + let recordCompletionsTime = 0; + let closeSuccesses = 0; + let closeFailures = 0; + + const origSetPair = (Controller.prototype as any).setPair; + (Controller.prototype as any).setPair = function (...args: any[]) { + setPairCalls++; + const t0 = Date.now(); + const result = origSetPair.apply(this, args); + setPairTime += Date.now() - t0; + return result; + }; + + const origClose = (Controller.prototype as any).close; + (Controller.prototype as any).close = function (...args: any[]) { + closeCalls++; + const t0 = Date.now(); + const result = origClose.apply(this, args); + closeTime += Date.now() - t0; + if (result === true) closeSuccesses++; + else closeFailures++; + return result; + }; + + const origConsumePairs = (Controller.prototype as any).consumePairs; + (Controller.prototype as any).consumePairs = function (...args: any[]) { + const t0 = Date.now(); + const result = origConsumePairs.apply(this, args); + consumePairsTime += Date.now() - t0; + return result; + }; + + const origRecordCompletions = (Controller.prototype as any).recordCompletions; + (Controller.prototype as any).recordCompletions = function (...args: any[]) { + const t0 = Date.now(); + const result = origRecordCompletions.apply(this, args); + recordCompletionsTime += Date.now() - t0; + return result; + }; + + const totalStart = Date.now(); + const ctrl = new Controller(factors, { criterion: criteria.greedy }); + const ctorTime = Date.now() - totalStart; + + const makeStart = Date.now(); + const rows = ctrl.make(); + const totalMakeTime = Date.now() - makeStart; + + const greedyEstimate = totalMakeTime - closeTime - setPairTime - consumePairsTime - recordCompletionsTime; + + // Restore + (Controller.prototype as any).setPair = origSetPair; + (Controller.prototype as any).close = origClose; + (Controller.prototype as any).consumePairs = origConsumePairs; + (Controller.prototype as any).recordCompletions = origRecordCompletions; + + console.log('=== PROFILE RESULTS ==='); + console.log(`Constructor time: ${ctorTime}ms`); + console.log(`Total make() time: ${totalMakeTime}ms`); + console.log(`Rows produced: ${rows.length}`); + console.log(`Incomplete pairs left: ${ctrl.incomplete.size}`); + console.log(''); + console.log(`setPair calls: ${setPairCalls}`); + console.log(`setPair total time: ${setPairTime}ms`); + console.log(`close() calls: ${closeCalls}`); + console.log(`close() total time: ${closeTime}ms`); + console.log(`close() successes: ${closeSuccesses}`); + console.log(`close() failures: ${closeFailures}`); + console.log(`consumePairs time: ${consumePairsTime}ms`); + console.log(`recordCompletions time: ${recordCompletionsTime}ms`); + console.log(`Greedy+other (residual): ${greedyEstimate}ms`); + }); + + it('per-row iteration timing', () => { + const factors = makeFactors(); + const ctrl = new Controller(factors, { criterion: criteria.greedy }); + + const iterTimes: number[] = []; + const gen = ctrl.makeAsync(); + let iterStart = Date.now(); + for (const row of gen) { + iterTimes.push(Date.now() - iterStart); + iterStart = Date.now(); + } + const totalTime = iterTimes.reduce((a, b) => a + b, 0); + + const sorted = [...iterTimes].sort((a, b) => b - a); + console.log(`\n=== ITERATION PROFILE ===`); + console.log(`Total rows: ${iterTimes.length}, Total time: ${totalTime}ms`); + console.log(`Avg per row: ${(totalTime / iterTimes.length).toFixed(1)}ms`); + console.log(`Slowest 10: ${sorted.slice(0, 10).join(', ')}ms`); + console.log(`Fastest 10: ${sorted.slice(-10).join(', ')}ms`); + + const buckets = [0, 10, 50, 100, 200, 500, Infinity]; + for (let i = 0; i < buckets.length - 1; i++) { + const count = iterTimes.filter(t => t >= buckets[i] && t < buckets[i + 1]).length; + if (count > 0) console.log(` ${buckets[i]}-${buckets[i + 1]}ms: ${count} rows`); + } + console.log(`First 10: ${iterTimes.slice(0, 10).join(', ')}ms`); + console.log(`Last 10: ${iterTimes.slice(-10).join(', ')}ms`); + }); + + it('profiles greedy internals with inlined instrumented criterion', () => { + const factors = makeFactors(); + + // Counters for greedy internals + let rowCoveredTime = 0; + let rowCoveredCalls = 0; + let innerLoopIterations = 0; + let isCompatibleCalls = 0; + let getNumRemovablePairsCalls = 0; + let getNumRemovablePairsTime = 0; + let outerWhileIterations = 0; + let pairsYielded = 0; + let earlyBreakCount = 0; + let rowCoveredSkips = 0; + let invalidPairSkips = 0; + let incompatibleSkips = 0; + let compatZeroSkips = 0; + + // Inline the greedy criterion with instrumentation + const getNumRemovablePairs = (indexes: Set, incomplete: PairByKeyType, strengths: number[], exclude?: Set) => { + getNumRemovablePairsCalls++; + const t0 = Date.now(); + let num = 0; + for (const s of strengths) { + for (let pair of combinations([...indexes], s)) { + const key = unique(pair); + if (incomplete.has(key) && (!exclude || !exclude.has(key))) { + num++; + } + } + } + getNumRemovablePairsTime += Date.now() - t0; + return num; + }; + + const instrumentedGreedy = function* (ctrl: Controller): Generator { + while (true) { + outerWhileIterations++; + let maxNumPairs: number | null = null; + let efficientPair: PairType | null = null; + + const rcStart = Date.now(); + rowCoveredCalls++; + const rowCovered = new Set(); + if (ctrl.row.size > 0) { + for (const s of ctrl.allStrengths) { + for (const p of combinations([...ctrl.row.values()], s)) { + rowCovered.add(unique(p)); + } + } + } + rowCoveredTime += Date.now() - rcStart; + + for (const [pairKey, pair] of ctrl.incomplete.entries()) { + innerLoopIterations++; + const rowSize = ctrl.row.size; + if (ctrl.isFilled(ctrl.row)) break; + + if (rowCovered.has(pairKey)) { rowCoveredSkips++; continue; } + if (ctrl.row.invalidPairs.has(pairKey)) { invalidPairSkips++; continue; } + + const compat = rowSize === 0 ? pair.length : ctrl.isCompatible(pair); + isCompatibleCalls++; + if (compat === null) { incompatibleSkips++; continue; } + if (compat === 0) { compatZeroSkips++; continue; } + + let storable = compat; + const storableAbs = Math.abs(storable); + const { tolerance = 0 } = ctrl.options!; + + const numPairs = getNumRemovablePairs( + new Set([...ctrl.row.values(), ...pair]), + ctrl.incomplete, + ctrl.allStrengths, + rowCovered, + ); + + if (numPairs + tolerance > rowSize * storableAbs) { + efficientPair = pair; + earlyBreakCount++; + break; + } + if (maxNumPairs === null || maxNumPairs < numPairs) { + maxNumPairs = numPairs; + efficientPair = pair; + } + } + if (efficientPair === null) break; + pairsYielded++; + yield efficientPair; + } + }; + + const ctrl = new Controller(factors, { criterion: instrumentedGreedy as any }); + const t0 = Date.now(); + const rows = ctrl.make(); + const elapsed = Date.now() - t0; + + console.log(`\n=== GREEDY INTERNALS (instrumented) ===`); + console.log(`Total time: ${elapsed}ms`); + console.log(`Rows: ${rows.length}`); + console.log(`Outer while iterations: ${outerWhileIterations}`); + console.log(`Pairs yielded: ${pairsYielded}`); + console.log(`Inner loop iterations: ${innerLoopIterations}`); + console.log(''); + console.log(`rowCovered computation: ${rowCoveredTime}ms (${rowCoveredCalls} calls)`); + console.log(`getNumRemovablePairs: ${getNumRemovablePairsTime}ms (${getNumRemovablePairsCalls} calls)`); + console.log(''); + console.log(`isCompatible calls: ${isCompatibleCalls}`); + console.log(`rowCovered skips: ${rowCoveredSkips}`); + console.log(`invalidPair skips: ${invalidPairSkips}`); + console.log(`incompatible skips: ${incompatibleSkips}`); + console.log(`compat=0 skips: ${compatZeroSkips}`); + console.log(`early breaks (efficient): ${earlyBreakCount}`); + console.log(''); + console.log(`Avg inner iterations/outer: ${(innerLoopIterations / outerWhileIterations).toFixed(0)}`); + console.log(`Avg getNumRemovable/outer: ${(getNumRemovablePairsCalls / outerWhileIterations).toFixed(0)}`); + + // Estimate time NOT in getNumRemovablePairs or rowCovered + const otherTime = elapsed - getNumRemovablePairsTime - rowCoveredTime; + console.log(`\nTime breakdown:`); + console.log(` getNumRemovablePairs: ${getNumRemovablePairsTime}ms (${(getNumRemovablePairsTime / elapsed * 100).toFixed(1)}%)`); + console.log(` rowCovered computation: ${rowCoveredTime}ms (${(rowCoveredTime / elapsed * 100).toFixed(1)}%)`); + console.log(` other (iteration, compat): ${otherTime}ms (${(otherTime / elapsed * 100).toFixed(1)}%)`); + }); +}); diff --git a/typescript/src/__tests__/salt-sweep.test.ts b/typescript/src/__tests__/salt-sweep.test.ts new file mode 100644 index 0000000..e0450ca --- /dev/null +++ b/typescript/src/__tests__/salt-sweep.test.ts @@ -0,0 +1,29 @@ +import { Controller } from '../controller'; +import { criteria } from '../index'; + +describe('salt sweep', () => { + it('20x10 greedy salt 0-50', () => { + const factors: Record = {}; + for (let i = 0; i < 20; i++) { + factors[`f${i}`] = Array.from({ length: 10 }, (_, j) => j); + } + + let bestRows = Infinity; + let bestSalt = 0; + let bestTime = 0; + + for (let salt = 0; salt <= 50; salt++) { + const t0 = Date.now(); + const ctrl = new Controller(factors, { criterion: criteria.greedy, salt }); + const rows = ctrl.make(); + const t1 = Date.now(); + if (rows.length < bestRows) { + bestRows = rows.length; + bestSalt = salt; + bestTime = t1 - t0; + } + } + + console.log(`Best: salt=${bestSalt} rows=${bestRows} time=${bestTime}ms`); + }, 300000); +}); diff --git a/typescript/src/__tests__/shortcuts.test.ts b/typescript/src/__tests__/shortcuts.test.ts new file mode 100644 index 0000000..1aa09d9 --- /dev/null +++ b/typescript/src/__tests__/shortcuts.test.ts @@ -0,0 +1,132 @@ +import { make } from '../index'; +import { Constraint } from '../shortcuts'; + +const factors = { + OS: ['Win', 'Mac', 'Linux'], + Browser: ['Chrome', 'Firefox', 'Safari'], + Price: [100, 500, 1000], + Qty: [1, 2, 5], +}; + +const c = new Constraint(); + +describe('Constraint shortcut', () => { + describe('comparison', () => { + it('eq with literal', () => { + const cond = c.eq('$OS', 'Mac'); + expect(cond).toEqual({ operator: 'eq', left: 'OS', value: 'Mac' }); + }); + + it('ne with field reference', () => { + const cond = c.ne('$OS', '$Browser'); + expect(cond).toEqual({ operator: 'ne', left: 'OS', right: 'Browser' }); + }); + + it('gt with number', () => { + const cond = c.gt('$Price', 500); + expect(cond).toEqual({ operator: 'gt', left: 'Price', value: 500 }); + }); + + it('in with values', () => { + const cond = c.in('$OS', ['Win', 'Mac']); + expect(cond).toEqual({ operator: 'in', left: 'OS', values: ['Win', 'Mac'] }); + }); + }); + + describe('logical', () => { + it('and', () => { + const cond = c.and(c.eq('$OS', '$Browser'), c.eq('$Browser', 'Safari')); + expect(cond.operator).toBe('and'); + expect((cond as any).conditions).toHaveLength(2); + }); + + it('or', () => { + const cond = c.or(c.eq('$OS', 'Mac'), c.eq('$OS', 'Win')); + expect(cond.operator).toBe('or'); + }); + + it('not', () => { + const cond = c.not(c.eq('$OS', 'Linux')); + expect(cond).toEqual({ operator: 'not', condition: { operator: 'eq', left: 'OS', value: 'Linux' } }); + }); + }); + + describe('arithmetic', () => { + it('mul builds expression', () => { + const expr = c.mul('$Price', '$Qty'); + expect(expr).toEqual({ operator: 'mul', left: 'Price', right: 'Qty' }); + }); + + it('add with literal', () => { + const expr = c.add('$Price', 100); + expect(expr).toEqual({ operator: 'add', left: 'Price', value: 100 }); + }); + + it('nested arithmetic in comparison', () => { + const cond = c.gt(c.mul('$Price', '$Qty'), 10000); + expect(cond).toEqual({ + operator: 'gt', + left: { operator: 'mul', left: 'Price', right: 'Qty' }, + value: 10000, + }); + }); + + it('sum folds left', () => { + const expr = c.sum('$Price', '$Qty', 100); + expect(expr).toEqual({ + operator: 'add', + left: { operator: 'add', left: 'Price', right: 'Qty' }, + value: 100, + }); + }); + + it('product folds left', () => { + const expr = c.product('$Price', '$Qty', 2); + expect(expr).toEqual({ + operator: 'mul', + left: { operator: 'mul', left: 'Price', right: 'Qty' }, + value: 2, + }); + }); + + it('sum requires at least 2 args', () => { + expect(() => c.sum('$Price')).toThrow(); + }); + }); + + describe('fn (custom)', () => { + it('builds custom condition', () => { + const evalFn = (row: any) => row.OS !== row.Browser; + const cond = c.fn(['OS', 'Browser'], evalFn); + expect(cond).toEqual({ operator: 'fn', requires: ['OS', 'Browser'], evaluate: evalFn }); + }); + }); + + describe('integration with make()', () => { + it('Safari only on Mac + Price*Qty <= 2500', () => { + const rows = make(factors, { + constraints: [ + c.or(c.ne('$Browser', 'Safari'), c.eq('$OS', 'Mac')), + c.lte(c.mul('$Price', '$Qty'), 2500), + ], + }); + for (const row of rows) { + const r = row as any; + if (r.Browser === 'Safari') expect(r.OS).toBe('Mac'); + expect(r.Price * r.Qty).toBeLessThanOrEqual(2500); + } + }); + + it('sum constraint', () => { + const f2 = { A: [1, 2, 3], B: [1, 2, 3], C: [1, 2, 3] }; + const c2 = new Constraint(); + const rows = make(f2, { + constraints: [c2.lte(c2.sum('$A', '$B', '$C'), 6)], + }); + for (const row of rows) { + const r = row as any; + expect(r.A + r.B + r.C).toBeLessThanOrEqual(6); + } + }); + }); +}); diff --git a/typescript/src/__tests__/simple-criterion.test.ts b/typescript/src/__tests__/simple-criterion.test.ts new file mode 100644 index 0000000..2a81d46 --- /dev/null +++ b/typescript/src/__tests__/simple-criterion.test.ts @@ -0,0 +1,176 @@ +import { Controller } from '../controller'; +import { criteria } from '../index'; +import type { Expression } from '../types'; + +const runWithSimple = (factors: any, constraints: Expression[]) => { + const ctrl = new Controller(factors, { constraints, criterion: criteria.simple }); + const rows = ctrl.make(); + return { rows, stats: ctrl.stats }; +}; + +describe('simple criterion with constraints', () => { + + it('3-level chain', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000, 3000], + }; + const constraints: Expression[] = [ + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'eq', left: 'B', value: 10 }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'B', value: 10 }, + { operator: 'eq', left: 'C', value: 100 }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'C', value: 100 }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + ]; + const { rows, stats } = runWithSimple(factors, constraints); + console.log('3-level simple:', { rowCount: stats.rowCount, progress: stats.progress, pruned: stats.prunedPairs }); + for (const r of rows as any[]) { + if (r.A === 1) expect(r.B).toBe(10); + if (r.B === 10) expect(r.C).toBe(100); + if (r.C === 100) expect(r.D).toBe(1000); + } + expect(stats.progress).toBe(1); + }); + + it('6-level deep chain', () => { + const factors = { + A: [1, 2, 3], + B: [10, 20, 30], + C: [100, 200, 300], + D: [1000, 2000, 3000], + E: ['Ξ±', 'Ξ²', 'Ξ³'], + F: ['X', 'Y', 'Z'], + }; + const constraints: Expression[] = [ + { operator: 'or', conditions: [ + { operator: 'ne', left: 'A', value: 1 }, + { operator: 'in', left: 'B', values: [10, 20] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'in', left: 'B', values: [30] }, + { operator: 'in', left: 'C', values: [100, 200] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'in', left: 'C', values: [300] }, + { operator: 'eq', left: 'D', value: 1000 }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'D', value: 1000 }, + { operator: 'in', left: 'E', values: ['Ξ±', 'Ξ²'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'in', left: 'E', values: ['Ξ³'] }, + { operator: 'eq', left: 'F', value: 'X' }, + ]}, + ]; + const { rows, stats } = runWithSimple(factors, constraints); + console.log('6-level simple:', { rowCount: stats.rowCount, progress: stats.progress, pruned: stats.prunedPairs }); + for (const r of rows as any[]) { + if (r.A === 1) expect([10, 20]).toContain(r.B); + if ([10, 20].includes(r.B)) expect([100, 200]).toContain(r.C); + if ([100, 200].includes(r.C)) expect(r.D).toBe(1000); + if (r.D === 1000) expect(['Ξ±', 'Ξ²']).toContain(r.E); + if (['Ξ±', 'Ξ²'].includes(r.E)) expect(r.F).toBe('X'); + } + expect(stats.progress).toBe(1); + }); + + it('all-different', () => { + const vals = [1, 2, 3, 4]; + const factors = { A: vals, B: vals, C: vals, D: vals }; + const constraints: Expression[] = [ + { operator: 'ne', left: 'A', right: 'B' }, + { operator: 'ne', left: 'A', right: 'C' }, + { operator: 'ne', left: 'A', right: 'D' }, + { operator: 'ne', left: 'B', right: 'C' }, + { operator: 'ne', left: 'B', right: 'D' }, + { operator: 'ne', left: 'C', right: 'D' }, + ]; + const { rows, stats } = runWithSimple(factors, constraints); + console.log('all-different simple:', { rowCount: stats.rowCount, progress: stats.progress, pruned: stats.prunedPairs }); + for (const r of rows as any[]) { + expect(new Set([r.A, r.B, r.C, r.D]).size).toBe(4); + } + expect(stats.progress).toBe(1); + }); + + it('mixed chains and field comparisons', () => { + const factors = { + Priority: ['low', 'medium', 'high', 'critical'], + Assignee: ['alice', 'bob', 'carol'], + Reviewer: ['alice', 'bob', 'carol'], + Environment: ['dev', 'staging', 'prod'], + Approval: ['none', 'lead', 'director'], + }; + const constraints: Expression[] = [ + { operator: 'ne', left: 'Assignee', right: 'Reviewer' }, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'critical' }, + { operator: 'eq', left: 'Environment', value: 'prod' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Environment', value: 'prod' }, + { operator: 'eq', left: 'Approval', value: 'director' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'high' }, + { operator: 'in', left: 'Environment', values: ['staging', 'prod'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Environment', value: 'staging' }, + { operator: 'in', left: 'Approval', values: ['lead', 'director'] }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'low' }, + { operator: 'eq', left: 'Approval', value: 'none' }, + ]}, + { operator: 'or', conditions: [ + { operator: 'ne', left: 'Priority', value: 'low' }, + { operator: 'eq', left: 'Environment', value: 'dev' }, + ]}, + ]; + const { rows, stats } = runWithSimple(factors, constraints); + console.log('mixed simple:', { rowCount: stats.rowCount, progress: stats.progress, pruned: stats.prunedPairs }); + for (const r of rows as any[]) { + expect(r.Assignee).not.toBe(r.Reviewer); + if (r.Priority === 'critical') expect(r.Environment).toBe('prod'); + if (r.Environment === 'prod') expect(r.Approval).toBe('director'); + if (r.Priority === 'low') { expect(r.Approval).toBe('none'); expect(r.Environment).toBe('dev'); } + } + expect(stats.progress).toBe(1); + }); + + it('heavy.pict', () => { + const fs = require('fs'); + const path = require('path'); + const { PictModel } = require('../pict'); + const modelText = fs.readFileSync( + path.resolve(__dirname, '../../../heavy.pict'), 'utf-8', + ); + const model = new PictModel(modelText); + const ctrl = new Controller(model.parameters, { + ...model._buildOptions(), + criterion: criteria.simple, + } as any); + const rows = ctrl.make(); + console.log('heavy.pict simple:', { + rowCount: ctrl.stats.rowCount, + progress: ctrl.stats.progress, + pruned: ctrl.stats.prunedPairs, + uncovered: ctrl.stats.uncoveredPairs.length, + }); + for (const r of rows) { + expect(model.filter(r)).toBe(true); + } + expect(ctrl.stats.progress).toBe(1); + }, 120000); +}); diff --git a/typescript/src/__tests__/typo-constraint.test.ts b/typescript/src/__tests__/typo-constraint.test.ts new file mode 100644 index 0000000..38bf958 --- /dev/null +++ b/typescript/src/__tests__/typo-constraint.test.ts @@ -0,0 +1,22 @@ +import { PictModel } from '../pict'; + +describe('typo in constraint field', () => { + it('should not block generation when constraint references unknown parameter', () => { + const m = new PictModel(` +Type: Single, Span, Stripe, Mirror, RAID-5 +Size: 10, 100, 500, 1000, 5000, 10000, 40000 +Format method: Quick, Slow +File system: FAT, FAT32, NTFS +Cluster size: 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 +Compression: On, Off + +IF [File syste] = "FAT" THEN [Size] <= 4096; +IF [File system] = "FAT32" THEN [Size] <= 32000; + `); + console.log('issues:', m.issues); + const rows = m.make(); + console.log('rows:', rows.length); + console.log('progress:', m.progress); + expect(rows.length).toBeGreaterThan(0); + }); +}); diff --git a/typescript/src/_bench.ts b/typescript/src/_bench.ts new file mode 100644 index 0000000..392b9ef --- /dev/null +++ b/typescript/src/_bench.ts @@ -0,0 +1,35 @@ +import { make } from './index'; +import { range } from './lib'; + +// 20 factors, each with 10 levels +const factors: string[][] = []; +for (let i = 0; i < 20; i++) { + factors.push(range(0, 10).map((j: number) => `f${i}_${j}`)); +} + +let minRows = Infinity; +let bestSeed = 0; +const results: [number, number][] = []; + +for (let salt = 1; salt <= 200; salt++) { + const rows = make(factors, { salt: salt }); + const count = rows.length; + results.push([salt, count]); + if (count < minRows) { + minRows = count; + bestSeed = salt; + } + if (salt % 20 === 0) { + console.log(`salt ${salt}: ${count} rows (best so far: salt=${bestSeed}, rows=${minRows})`); + } +} + +console.log(`\n=== RESULT ===`); +console.log(`Best salt: ${bestSeed}`); +console.log(`Min rows: ${minRows}`); + +results.sort((a, b) => a[1] - b[1]); +console.log(`\nTop 10 salts:`); +for (let i = 0; i < 10; i++) { + console.log(` salt=${results[i][0]}, rows=${results[i][1]}`); +} diff --git a/typescript/src/controller.ts b/typescript/src/controller.ts new file mode 100644 index 0000000..b624258 --- /dev/null +++ b/typescript/src/controller.ts @@ -0,0 +1,864 @@ +import greedy from "./criteria/greedy"; +import hash from "./sorters/hash"; +import { + range, + product, + combinations, + len, + getItems, + getCandidate, + ascOrder, + primeGenerator, + unique, +} from "./lib"; + +import { + IndicesType, + FactorsType, + SerialsType, + ScalarType, + DictType, + PairByKeyType, + ParentsType, + CandidateType, + RowType, + OptionsType, + PairType, + SuggestRowType, + Expression, + Comparer, +} from "./types"; +import { evaluate, extractKeys, TriState } from "./evaluate"; +import { NeverMatch, UncoveredPair } from "./exceptions"; + +export class Row extends Map implements RowType { + /** Pair keys that failed constraint checks for this row attempt. */ + public invalidPairs: Set = new Set(); + + constructor(row: CandidateType) { + super(); + for (const [k, v] of row) { + this.set(k, v); + } + } + getPairKey(...newPair: number[]) { + const pair = [...this.values(), ...newPair]; + return unique(pair); + } + copy(row: Row) { + for (let [k, v] of row.entries()) { + this.set(k, v); + } + } +} + +interface ResolvedConstraint { + condition: Expression; + keys: ReadonlySet; +} + +export interface ControllerStats { + /** Total pairs before any pruning. */ + totalPairs: number; + /** Number of pairs pruned by constraints (infeasible). */ + prunedPairs: number; + /** Number of pairs consumed so far. */ + coveredPairs: number; + /** Coverage ratio: coveredPairs / (totalPairs - prunedPairs). */ + progress: number; + /** Number of generated rows. */ + rowCount: number; + /** Pairs that could not be covered. Populated after make/makeAsync completes. */ + uncoveredPairs: UncoveredPair[]; + /** Counts of values filled by close() (completion), keyed by factor then value. */ + completions: Record>; +} + +export class Controller { + public factorLength: number; + public factorIsArray: Boolean; + + private serials: SerialsType = new Map(); + private parents: ParentsType = new Map(); + private indices: IndicesType = new Map(); + public incomplete: PairByKeyType = new Map(); + + private rejected: Set = new Set(); + public row: Row; + + private _totalPairs: number = 0; + private _prunedPairs: number = 0; + private _rowCount: number = 0; + private _uncoveredPairs: UncoveredPair[] = []; + private _completions: Record> = {}; + + get stats(): ControllerStats { + return { + totalPairs: this._totalPairs, + prunedPairs: this._prunedPairs, + coveredPairs: this._totalPairs - this._prunedPairs - this.incomplete.size, + progress: this._totalPairs === 0 ? 0 : 1 - this.incomplete.size / this._totalPairs, + rowCount: this._rowCount, + uncoveredPairs: this._uncoveredPairs, + completions: this._completions, + }; + } + + private constraints: ResolvedConstraint[] = []; + private constraintsByKey: Map> = new Map(); + private comparer: Comparer; + + /** + * Indices into `constraints` that have already evaluated to `true` + * against the **current** row. Cleared whenever the row is reset or + * yielded. Safe because the row only grows and each condition is + * deterministic over its declared keys. + */ + private passedIndexes: Set = new Set(); + + constructor(public factors: FactorsType, public options: OptionsType = {}) { + this.comparer = options.comparer ?? {}; + this.serialize(factors); + this.factorLength = len(factors); + this.factorIsArray = factors instanceof Array; + this.resolveConstraints(); + this.setIncomplete(); + this._totalPairs = this.incomplete.size; + this.row = new Row([]); + + // Delete initial pairs that cannot possibly satisfy the constraints. + // Two-pass: first check direct violations, then use forward checking + // to detect pairs made impossible by constraint chains. + for (const [pairKey, pair] of this.incomplete.entries()) { + const cand = this.getCandidate(pair); + if (this.storableCheck(cand) === false) { + this.incomplete.delete(pairKey); + } else if (this.constraints.length > 0) { + const snapshot = new Row(cand); + if (!this.forwardCheck(snapshot)) { + this.incomplete.delete(pairKey); + } + } + } + this._prunedPairs = this._totalPairs - this.incomplete.size; + + } + + /** Normalize `in` conditions: convert `values` arrays to Sets for O(1) lookup. */ + private static normalizeCondition(c: Expression): Expression { + if (c.operator === 'in' && Array.isArray((c as any).values)) { + return { ...c, values: new Set((c as any).values) } as any; + } + if (c.operator === 'and' || c.operator === 'or') { + return { ...c, conditions: c.conditions.map(Controller.normalizeCondition) } as any; + } + if (c.operator === 'not') { + return { ...c, condition: Controller.normalizeCondition(c.condition) } as any; + } + return c; + } + + private resolveConstraints() { + const constraints = this.options.constraints ?? []; + for (let i = 0; i < constraints.length; i++) { + const normalized = Controller.normalizeCondition(constraints[i]); + const keys = extractKeys(normalized); + this.constraints.push({ condition: normalized, keys }); + for (const k of keys) { + let set = this.constraintsByKey.get(k); + if (!set) { + set = new Set(); + this.constraintsByKey.set(k, set); + } + set.add(i); + } + } + } + + private serialize(factors: FactorsType) { + let origin = 0; + const primer = primeGenerator(); + getItems(factors).map(([subscript, elements]) => { + const lenElements = len(elements); + const serialList: number[] = []; + range(origin, origin + lenElements).map((index) => { + const serial = primer.next().value; + serialList.push(serial); + this.parents.set(serial, subscript); + this.indices.set(serial, index); + }); + this.serials.set(subscript, serialList); + origin += lenElements; + }); + }; + + private setIncomplete() { + const { sorter = hash, salt = "" } = this.options; + const pairs: PairType[] = []; + const allKeys = getItems(this.serials).map(([k, _]) => k); + const subModels = this.options.subModels ?? []; + const subModelKeySets = subModels.map(sm => new Set(sm.fields)); + + const isWithinSubModel = (keys: ScalarType[]) => + subModelKeySets.some(ks => keys.every(k => ks.has(k))); + + for (const keys of combinations(allKeys, this.strength)) { + if (isWithinSubModel(keys)) continue; + const comb = range(0, this.strength).map((i) => this.serials.get(keys[i]) as PairType); + for (let pair of product(...comb)) { + pairs.push(pair.sort(ascOrder)); + } + } + + for (const sub of subModels) { + for (const keys of combinations(sub.fields, sub.strength)) { + const comb = range(0, sub.strength).map((i) => this.serials.get(keys[i]) as PairType); + for (let pair of product(...comb)) { + pairs.push(pair.sort(ascOrder)); + } + } + } + + for (let pair of sorter(pairs, { salt, indices: this.indices })) { + this.incomplete.set(unique(pair), pair); + } + } + + /** + * Try to add a candidate pair to the current row. Evaluates constraints + * against a snapshot (row + pair) without mutating `this.row`. If all + * constraints pass (or are unknown), the pair is committed to `this.row` + * and `true` is returned. If any constraint definitively fails, `this.row` + * is unchanged and `false` is returned. + */ + private setPair(pair: PairType): boolean { + const candidate = this.getCandidate(pair); + // Build a snapshot to evaluate constraints against. + const snapshot = new Row([...this.row.entries(), ...candidate]); + const snapshotObj = this.toObject(snapshot); + + // Evaluate all non-passed constraints on the snapshot. + for (let i = 0; i < this.constraints.length; i++) { + if (this.passedIndexes.has(i)) continue; + const result = evaluate(this.constraints[i].condition, snapshotObj, this.comparer); + if (result === false) return false; + } + + // All constraints pass or unknown β€” run forward check before committing. + if (!this.forwardCheck(snapshot)) return false; + + // Forward check passed β€” commit the pair. + for (const [key, value] of candidate) { + this.row.set(key, value); + } + this.markPassedConstraints(this.row); + return true; + } + + private consumePairs(row: Row) { + for (const s of this.allStrengths) { + for (let pair of combinations([...row.values()], s)) { + const pairKey = unique(pair); + this.incomplete.delete(pairKey); + } + } + } + + public getCandidate(pair: PairType) { + return getCandidate(pair, this.parents); + } + + public isCompatible(pair: PairType): number | null { + let num = 0; + for (const serial of pair) { + const key = this.parents.get(serial)!; + const existing = this.row.get(key); + if (typeof existing === "undefined") { + num++; + } else if (existing !== serial) { + return null; + } + } + return num; + } + + /** + * Check whether adding `candidate` to `row` would violate any constraint. + * Returns `true` (OK), `false` (definitively violated), or `null` + * (some dependency is still missing β€” defer). + * + * Constraints already in `passedIndexes` are skipped. + */ + private storableCheck(candidate: CandidateType, row: Row = this.row): TriState { + if (this.constraints.length === 0) return true; + let nxtObject: DictType | null = null; + for (let i = 0; i < this.constraints.length; i++) { + if (this.passedIndexes.has(i)) continue; + if (nxtObject === null) { + const nxt = new Row([...row.entries(), ...candidate]); + nxtObject = this.toObject(nxt); + } + const result = evaluate(this.constraints[i].condition, nxtObject, this.comparer); + if (result === false) return false; + // true or unknown β†’ continue checking other constraints + } + return true; + } + + /** + * Returns the number of new keys this candidate would add to `row`, or + * `null` if the candidate is incompatible or would definitively violate a + * constraint. `null` results from three-valued evaluation are treated + * as "OK for now" β€” they will be rechecked once more keys are known. + */ + public storable(candidate: CandidateType, row: Row = this.row): number | null { + let num = 0; + for (let [key, el] of candidate) { + let existing: number | undefined = row.get(key); + if (typeof existing === "undefined") { + num++; + } else if (existing != el) { + return null; + } + } + const check = this.storableCheck(candidate, row); + if (check === false) return null; + return num; + } + + /** + * Evaluate constraints against `row` and mark those that pass as done. + * Returns `false` if any constraint definitively fails (= the row is + * unsalvageable and should be abandoned), `true` otherwise. + */ + private markPassedConstraints(row: Row): boolean { + if (this.constraints.length === 0) return true; + let obj: DictType | null = null; + for (let i = 0; i < this.constraints.length; i++) { + if (this.passedIndexes.has(i)) continue; + if (obj === null) obj = this.toObject(row); + const result = evaluate(this.constraints[i].condition, obj, this.comparer); + if (result === true) { + this.passedIndexes.add(i); + } else if (result === false) { + return false; + } + } + return true; + } + + /** + * Forward checking: given a snapshot row, propagate constraints to prune + * domains of unfilled factors. If any factor's domain becomes empty, the + * current assignment is unsolvable β€” return false. + * + * This is read-only: it does NOT modify this.row. It builds a temporary + * domain map and iteratively narrows it by evaluating constraints with + * each candidate value. + */ + private forwardCheck(snapshot: Row): boolean { + if (this.constraints.length === 0) return true; + + // Build initial domains for unfilled factors. + const domains = new Map(); + for (const [key, serials] of this.serials.entries()) { + if (!snapshot.has(key)) { + domains.set(key, [...serials]); + } + } + if (domains.size === 0) return true; + + // Start with all constraints as potentially relevant. + // Restricting to only snapshot-key constraints would miss constraints + // that solely reference unfilled factors (e.g. a constant constraint + // like `machine=WindowsPhone` when machine is unfilled). + const relevantSet = new Set(this.constraints.map((_, i) => i)); + + // Iterative arc-consistency: prune domains, and when a domain shrinks + // to 1 value (forced), "assign" it in the temp row and re-propagate. + // For multi-value domains, after pruning, check what peer factor values + // survive under ALL remaining candidates (intersection). If a peer + // value doesn't survive under some candidate, it can be pruned. + const tempRow = new Row([...snapshot.entries()]); + let changed = true; + while (changed) { + changed = false; + for (const [key, domain] of domains.entries()) { + if (domain.length === 0) return false; + const keyConstraints = this.constraintsByKey.get(key as string); + if (!keyConstraints) continue; + let hasRelevant = false; + for (const ci of keyConstraints) { + if (relevantSet.has(ci)) { hasRelevant = true; break; } + } + if (!hasRelevant) continue; + + const surviving: number[] = []; + for (const serial of domain) { + tempRow.set(key, serial); + const obj = this.toObject(tempRow); + let viable = true; + for (const ci of keyConstraints) { + if (this.passedIndexes.has(ci)) continue; + if (evaluate(this.constraints[ci].condition, obj, this.comparer) === false) { + viable = false; + break; + } + } + if (viable) surviving.push(serial); + } + tempRow.delete(key); + + if (surviving.length === 0) return false; + if (surviving.length < domain.length) { + domains.set(key, surviving); + changed = true; + if (surviving.length === 1) { + tempRow.set(key, surviving[0]); + domains.delete(key); + const nc = this.constraintsByKey.get(key as string); + if (nc) { for (const ci of nc) relevantSet.add(ci); } + } + } + + // For multi-value surviving domains, check peer factors. + // For each peer, compute which values survive under EVERY candidate + // of this factor (intersection). Values that fail under any candidate + // can be pruned from the peer's domain. + if (surviving.length > 1) { + for (const [peerKey, peerDomain] of domains.entries()) { + if (peerKey === key) continue; + const peerConstraints = this.constraintsByKey.get(peerKey as string); + if (!peerConstraints) continue; + // Check if any peer constraint shares keys with this factor. + let shares = false; + for (const ci of peerConstraints) { + if (keyConstraints.has(ci)) { shares = true; break; } + } + if (!shares) continue; + + // Union across all candidates of `key`: a peer value is viable + // if it works with at least one candidate. + const peerViable = new Set(); + for (const serial of surviving) { + tempRow.set(key, serial); + for (const ps of peerDomain) { + if (peerViable.has(ps)) continue; + tempRow.set(peerKey, ps); + const obj = this.toObject(tempRow); + let ok = true; + for (const ci of peerConstraints) { + if (this.passedIndexes.has(ci)) continue; + if (evaluate(this.constraints[ci].condition, obj, this.comparer) === false) { + ok = false; + break; + } + } + if (ok) peerViable.add(ps); + } + tempRow.delete(peerKey); + } + tempRow.delete(key); + + const narrowed = peerDomain.filter(v => peerViable.has(v)); + if (narrowed.length === 0) return false; + if (narrowed.length < peerDomain.length) { + domains.set(peerKey, narrowed); + changed = true; + if (narrowed.length === 1) { + tempRow.set(peerKey, narrowed[0]); + domains.delete(peerKey); + const nc = this.constraintsByKey.get(peerKey as string); + if (nc) { for (const ci of nc) relevantSet.add(ci); } + } + } + } + } + } + } + return true; + } + + public isFilled(row: Row): boolean { + return row.size === this.factorLength; + } + + private toMap(row: Row): Map { + const result: Map = new Map(); + for (let [key, serial] of row.entries()) { + const index = this.indices.get(serial) as number; + const first = this.indices.get((this.serials.get(key) as PairType)[0]); + // @ts-ignore TS7015 + result.set(key, this.factors[key][index - first]); + } + return result; + } + + private toObject(row: Row) { + const obj: DictType = {}; + for (let [key, value] of this.toMap(row).entries()) { + obj[key] = value; + } + return obj as SuggestRowType; + } + + private reset() { + this.row = new Row([]); + this.passedIndexes.clear(); + } + + private restore() { + const row = this.row; + this.row = new Row([]); + this.passedIndexes.clear(); + if (this.factorIsArray) { + const map = this.toMap(row); + return getItems(map) + .sort((a, b) => (a[0] > b[0] ? 1 : -1)) + .map(([_, v]) => v); + } + return this.toObject(row); + } + + /** + * Fill the remaining unfilled factors of `this.row` and check constraints. + * Uses depth-first backtracking: each unfilled factor tries its values in + * order (weight-sorted on the first pass). When a value causes a + * constraint to evaluate to `false` (via three-valued `storable`), the + * next candidate is tried; if all candidates are exhausted, the previous + * factor is backtracked. + * + * Returns `true` when a valid completion is found (the row is updated in + * place), or `false` when no valid completion exists. + */ + /** + * Result of close(): `true` = valid completion found; `false` = failed; + * or an object with the conflict keys from the first failing constraint. + */ + private close(): true | { conflictKeys: ReadonlySet | null } { + const kvs = getItems(this.serials); + + const unfilled: { key: ScalarType; values: PairType }[] = []; + for (const [k, vs] of kvs) { + if (!this.row.has(k)) { + unfilled.push({ key: k, values: this.orderByWeight(k, vs) }); + } + } + + if (unfilled.length === 0) { + this.passedIndexes.clear(); + this.markPassedConstraints(this.row); + if (this.isComplete) return true; + return { conflictKeys: this.findConflictKeys() }; + } + + const trier = new Row([...this.row.entries()]); + const depth = unfilled.length; + const indices = new Array(depth).fill(0); + let d = 0; + let lastConflictKeys: ReadonlySet | null = null; + + trier.set(unfilled[0].key, unfilled[0].values[0]); + + while (true) { + const entry = unfilled[d]; + const v = entry.values[indices[d]]; + const cand: CandidateType = [[entry.key, v]]; + const s = this.storable(cand, trier); + + if (s !== null) { + if (d === depth - 1) { + this.row.copy(trier); + this.passedIndexes.clear(); + this.markPassedConstraints(this.row); + if (this.isComplete) return true; + // Record which constraint failed for reporting to the caller. + lastConflictKeys = this.findConflictKeys(); + } else { + d++; + indices[d] = 0; + trier.set(unfilled[d].key, unfilled[d].values[0]); + continue; + } + } + + while (true) { + indices[d]++; + if (indices[d] < unfilled[d].values.length) { + trier.set(unfilled[d].key, unfilled[d].values[indices[d]]); + break; + } + trier.delete(unfilled[d].key); + d--; + if (d < 0) { + this.reset(); + return { conflictKeys: lastConflictKeys }; + } + } + } + } + + get strength() { + return this.options.strength || 2; + } + + get allStrengths(): number[] { + const strengths = new Set([this.strength]); + for (const sub of this.options.subModels ?? []) { + strengths.add(sub.strength); + } + return [...strengths]; + } + + private valueToSerial(key: ScalarType, value: any): number | null { + const factorValues = (this.factors as any)[key]; + if (!factorValues) return null; + const idx = factorValues.indexOf(value); + if (idx === -1) return null; + const serialList = this.serials.get(key); + if (!serialList) return null; + return serialList[idx]; + } + + private applyPreset(preset: any): boolean { + const entries: [ScalarType, number][] = []; + for (const [key, value] of getItems(preset)) { + const serial = this.valueToSerial(key, value); + if (serial === null) return false; + entries.push([key, serial]); + } + if (entries.length === 0) return false; + for (const [key, serial] of entries) { + this.row.set(key, serial); + } + return true; + } + + private orderByWeight(key: ScalarType, serials: PairType): PairType { + const weights = this.options.weights; + if (!weights) return serials; + const factorWeights = weights[key as string]; + if (!factorWeights) return serials; + const first = this.indices.get(serials[0]) as number; + return [...serials].sort((a, b) => { + const wa = factorWeights[(this.indices.get(a) as number) - first] ?? 1; + const wb = factorWeights[(this.indices.get(b) as number) - first] ?? 1; + return wb - wa; + }); + } + + get isComplete() { + if (!this.isFilled(this.row)) return false; + if (this.constraints.length === 0) return true; + const obj = this.toObject(this.row); + for (let i = 0; i < this.constraints.length; i++) { + if (this.passedIndexes.has(i)) continue; + const result = evaluate(this.constraints[i].condition, obj, this.comparer); + // false = definitively violated. null (unknown) means a referenced key + // doesn't exist in the factors β€” treat as satisfied (constraint is + // vacuously true when it can never be evaluated). + if (result === false) return false; + } + return true; + } + + /** + * Find the keys of the first failing constraint on the current row. + * Returns the set of factor keys that participate in the conflict, + * or null if the row passes all constraints. + */ + private findConflictKeys(): ReadonlySet | null { + if (!this.isFilled(this.row)) return null; + const obj = this.toObject(this.row); + for (let i = 0; i < this.constraints.length; i++) { + if (this.passedIndexes.has(i)) continue; + if (evaluate(this.constraints[i].condition, obj, this.comparer) === false) { + return this.constraints[i].keys; + } + } + return null; + } + + /** + * Analyse remaining incomplete pairs and identify which constraint(s) + * make each pair infeasible. Used to build a diagnostic when throwing + * NeverMatch. + */ + private diagnoseUncoveredPairs(): UncoveredPair[] { + const result: UncoveredPair[] = []; + for (const [, pair] of this.incomplete.entries()) { + const cand = this.getCandidate(pair); + // Convert serial-based candidate to human-readable keyβ†’value. + const pairObj: Record = {}; + for (const [key, serial] of cand) { + const idx = this.indices.get(serial) as number; + const serials = this.serials.get(key) as PairType; + const first = this.indices.get(serials[0]) as number; + // @ts-ignore TS7015 + pairObj[key as string] = this.factors[key][idx - first]; + } + + // Find which constraints fail or are unsatisfiable via forward check. + const snapshot = new Row(cand); + const snapshotObj = this.toObject(snapshot); + const failingConstraints: number[] = []; + for (let i = 0; i < this.constraints.length; i++) { + const r = evaluate(this.constraints[i].condition, snapshotObj, this.comparer); + if (r === false) { + failingConstraints.push(i); + } + } + // If no direct failure, the pair fails due to forward-check chain. + // Report all constraints that share keys with the pair. + if (failingConstraints.length === 0) { + const pairKeys = new Set(Object.keys(pairObj)); + for (let i = 0; i < this.constraints.length; i++) { + for (const k of this.constraints[i].keys) { + if (pairKeys.has(k)) { + failingConstraints.push(i); + break; + } + } + } + } + result.push({ pair: pairObj, constraints: failingConstraints }); + } + return result; + } + + /** + * Record which factor values were filled by close() (completion) rather + * than by greedy. `greedyKeys` are the keys that were already in the row + * before close() ran. + */ + private recordCompletions(row: Row, greedyKeys: Set) { + for (const [key, serial] of row.entries()) { + if (greedyKeys.has(key)) continue; + const idx = this.indices.get(serial) as number; + const serials = this.serials.get(key) as PairType; + const first = this.indices.get(serials[0]) as number; + // @ts-ignore TS7015 + const value = String(this.factors[key][idx - first]); + const keyStr = String(key); + if (!this._completions[keyStr]) { + this._completions[keyStr] = {}; + } + this._completions[keyStr][value] = (this._completions[keyStr][value] ?? 0) + 1; + } + } + + + get progress() { + return this.stats.progress; + } + + public make(): SuggestRowType[] { + return [...this.makeAsync()]; + } + + public *makeAsync() { + const {criterion = greedy, presets = []} = this.options; + + for (const preset of presets) { + if (!this.applyPreset(preset)) continue; + const presetKeys = new Set(this.row.keys()); + try { + const result = this.close(); + if (result === true) { + this.recordCompletions(this.row, presetKeys); + this.consumePairs(this.row); + this._rowCount++; + yield this.restore() as SuggestRowType; + } + } catch (e) { + if (e instanceof NeverMatch) { + this.row = new Row([]); + this.passedIndexes.clear(); + } else { + throw e; + } + } + } + + let consecutiveFailures = 0; + while (this.incomplete.size) { + // Phase 1: greedy selects pairs and setPair validates via snapshot. + // Pairs that fail are added to row.invalidPairs and skipped. + for (let pair of criterion(this)) { + if (this.isFilled(this.row)) break; + const pk = unique(pair); + if (this.row.invalidPairs.has(pk)) continue; + if (!this.setPair(pair)) { + this.row.invalidPairs.add(pk); + } + } + + // Remember which keys greedy filled, so we can identify completions. + const greedyKeys = new Set(this.row.keys()); + + // Phase 2: If no valid pairs remain (incomplete - invalidPairs is + // empty), or the row is filled, proceed to close (completion). + try { + const result = this.close(); + if (result === true) { + this.recordCompletions(this.row, greedyKeys); + this.consumePairs(this.row); + this._rowCount++; + yield this.restore() as SuggestRowType; + consecutiveFailures = 0; + } else { + consecutiveFailures++; + if (consecutiveFailures > this.incomplete.size) { + break; + } + // Carry the invalidPairs from this failed row into the next + // attempt so greedy avoids the same pairs. + const failedPairs = this.row.invalidPairs; + // Also mark pairs that were in the row (greedy selected them + // but close couldn't complete them). + for (const s of this.allStrengths) { + for (let p of combinations([...this.row.values()], s)) { + failedPairs.add(unique(p)); + } + } + this.reset(); + this.rejected.clear(); + // Transfer to the new row. + for (const pk of failedPairs) { + this.row.invalidPairs.add(pk); + } + } + } catch (e) { + if (e instanceof NeverMatch) { + this.reset(); + this.rejected.clear(); + continue; + } + throw e; + } + } + + // Phase 3 (rescue): greedy couldn't cover remaining pairs. Try each + // one individually β€” set just that pair, then close(). This trades + // row-efficiency for coverage completeness. + for (const [, pair] of [...this.incomplete.entries()]) { + this.reset(); + if (!this.setPair(pair)) continue; + const rescueKeys = new Set(this.row.keys()); + const result = this.close(); + if (result === true) { + this.recordCompletions(this.row, rescueKeys); + this.consumePairs(this.row); + this._rowCount++; + yield this.restore() as SuggestRowType; + } else { + this.reset(); + } + } + + if (this.incomplete.size > 0) { + this._uncoveredPairs = this.diagnoseUncoveredPairs(); + } + + } +} diff --git a/typescript/src/criteria/greedy.ts b/typescript/src/criteria/greedy.ts index 46c92ae..c4cb9ca 100644 --- a/typescript/src/criteria/greedy.ts +++ b/typescript/src/criteria/greedy.ts @@ -1,53 +1,100 @@ -import {CriterionArgsType, IncompletedType, PairType} from '../types'; -import {getCandidate, combinations, ascOrder, unique} from '../utils'; +import type {FactorsType, PairByKeyType, PairType, ScalarType} from '../types'; +import { combinations, unique } from '../lib'; +import { Controller } from '../controller'; -const getNumRemovablePairs = (indexes: Set, incompleted: IncompletedType, length: number) => { +const getNumRemovablePairs = (indexes: Set, incomplete: PairByKeyType, strengths: number[], exclude?: Set) => { let num = 0; - const removingKeys = combinations([... indexes], length); - for (let pair of removingKeys) { - const key = unique(pair); - if (incompleted.has(key)) { - num++; + for (const s of strengths) { + if (s === 2) { + // Fast path for pairwise: avoid combinations/unique overhead. + const arr = [...indexes]; + const len = arr.length; + for (let i = 0; i < len - 1; i++) { + const ai = arr[i]; + for (let j = i + 1; j < len; j++) { + const key = ai * arr[j]; + if (incomplete.has(key) && (!exclude || !exclude.has(key))) { + num++; + } + } + } + } else { + for (let pair of combinations([...indexes], s)) { + const key = unique(pair); + if (incomplete.has(key) && (!exclude || !exclude.has(key))) { + num++; + } + } } } return num; }; -export default function* ( - incompleted: IncompletedType, - criterionArgs: CriterionArgsType, -): Generator { - let {row, parents, length, tolerance} = criterionArgs; - +export default function* (ctrl: Controller): Generator { + const hasConstraints = (ctrl.options?.constraints?.length ?? 0) > 0; while (true) { let maxNumPairs: number | null = null; let efficientPair: PairType | null = null; - for (let [pairKey, pair] of incompleted.entries()) { - const rowSize = row.size; - if (rowSize === 0) { - yield pair; - continue; + // Compute the set of pairs already covered by the current row so + // getNumRemovablePairs can exclude them. These pairs are still in + // `incomplete` (consumption happens at yield time) but should not be + // counted as "removable" β€” they are already guaranteed to be covered + // by this row if it succeeds. + const rowCovered = new Set(); + if (ctrl.row.size > 0) { + for (const s of ctrl.allStrengths) { + for (const p of combinations([...ctrl.row.values()], s)) { + rowCovered.add(unique(p)); + } } - if (row.filled()) { + } + + for (const [pairKey, pair] of ctrl.incomplete.entries()) { + const rowSize = ctrl.row.size; + if (ctrl.isFilled(ctrl.row)) { break; } - const storable = row.storable(getCandidate(pair, parents)); - if (storable === null) { + // Skip pairs already covered by the current row. + if (rowCovered.has(pairKey)) continue; + + // Skip pairs that have been tried and failed for this row. + if (ctrl.row.invalidPairs.has(pairKey)) continue; + + // Fast path: check compatibility without allocations + const compat = rowSize === 0 ? pair.length : ctrl.isCompatible(pair); + if (compat === null) { continue; } - - if (storable === 0) { - incompleted.delete(pairKey); + if (compat === 0) { continue; } - + + // If constraints exist, do full storable check + let storable = compat; + if (hasConstraints) { + const fullStorable = ctrl.storable(ctrl.getCandidate(pair)); + if (fullStorable === null) { + continue; + } + if (fullStorable === 0) { + continue; + } + storable = fullStorable; + } + + const storableAbs = Math.abs(storable); + const { tolerance = 0 } = ctrl.options!; + const numPairs = getNumRemovablePairs( - new Set([... row.values(), ...pair]), incompleted, length + new Set([...ctrl.row.values(), ...pair]), + ctrl.incomplete, + ctrl.allStrengths, + rowCovered, ); - if (numPairs + tolerance > rowSize * storable) { + if (numPairs + tolerance > rowSize * storableAbs) { efficientPair = pair; break; } @@ -55,6 +102,7 @@ export default function* ( maxNumPairs = numPairs; efficientPair = pair; } + } if (efficientPair === null) { break; diff --git a/typescript/src/criteria/index.ts b/typescript/src/criteria/index.ts deleted file mode 100644 index 76a88d0..0000000 --- a/typescript/src/criteria/index.ts +++ /dev/null @@ -1,2 +0,0 @@ -export {default as simple} from './simple'; -export {default as greedy} from './greedy'; diff --git a/typescript/src/criteria/simple.ts b/typescript/src/criteria/simple.ts index 8ec9515..e3000d6 100644 --- a/typescript/src/criteria/simple.ts +++ b/typescript/src/criteria/simple.ts @@ -1,13 +1,11 @@ -import {CriterionArgsType, IncompletedType, PairType} from '../types'; -import {getCandidate} from '../utils'; +import type {FactorsType, PairType} from '../types'; +import { Controller } from '../controller'; -export default function* ( - incompleted: IncompletedType, - criterionArgs: CriterionArgsType, -): Generator { - const {row, parents} = criterionArgs; - for (let pair of incompleted.values()) { - const storable = row.storable(getCandidate(pair, parents)); +export default function* (ctrl: Controller): Generator { + const incomplete = ctrl.incomplete; + for (let pair of incomplete.values()) { + const cand = ctrl.getCandidate(pair); + const storable = ctrl.storable(cand); if (storable === null || storable === 0) { continue; } diff --git a/typescript/src/evaluate.ts b/typescript/src/evaluate.ts new file mode 100644 index 0000000..2c5a264 --- /dev/null +++ b/typescript/src/evaluate.ts @@ -0,0 +1,174 @@ +import type { Expression, Comparer, DictType, Operand } from './types'; + +export type TriState = true | false | null; + +/** + * Resolve a dot-separated field path against a row object. + * Returns `undefined` if any segment is missing. + */ +export function resolve(row: DictType, field: string): any { + const parts = field.split('.'); + let current: any = row; + for (const part of parts) { + if (current === undefined || current === null) return undefined; + current = current[part]; + } + return current; +} + +const ARITHMETIC_OPS: Record number> = { + add: (a, b) => a + b, + sub: (a, b) => a - b, + mul: (a, b) => a * b, + div: (a, b) => a / b, + mod: (a, b) => a % b, + pow: (a, b) => a ** b, +}; + +/** + * Resolve an operand (field reference or arithmetic expression) against a row. + * Returns `undefined` if any referenced field is missing. + */ +function resolveOperand(row: DictType, operand: Operand): any { + if (typeof operand === 'string') { + return resolve(row, operand); + } + // Arithmetic expression + const left = resolveOperand(row, operand.left); + if (left === undefined) return undefined; + const right = 'right' in operand + ? resolveOperand(row, operand.right) + : operand.value; + if (right === undefined) return undefined; + const fn = ARITHMETIC_OPS[operand.operator]; + return fn(left, right); +} + +/** + * Extract the set of top-level factor keys that an operand depends on. + */ +function extractOperandKeys(operand: Operand): Set { + if (typeof operand === 'string') { + return new Set([operand.split('.')[0]]); + } + const keys = extractOperandKeys(operand.left); + if ('right' in operand) { + for (const k of extractOperandKeys(operand.right)) keys.add(k); + } + return keys; +} + +/** + * Extract the set of top-level factor keys that a condition depends on. + * For dot-separated paths, only the first segment is returned (that is the + * factor key; deeper segments are properties within the factor value). + */ +export function extractKeys(c: Expression): Set { + switch (c.operator) { + case 'not': + return extractKeys(c.condition); + case 'and': + case 'or': { + const keys = new Set(); + for (const sub of c.conditions) { + for (const k of extractKeys(sub)) keys.add(k); + } + return keys; + } + case 'fn': + return new Set(c.requires); + default: { + const keys = extractOperandKeys(c.left); + if ('right' in c) { + for (const k of extractOperandKeys(c.right)) keys.add(k); + } + return keys; + } + } +} + +const DEFAULT_COMPARER: Required = { + eq: (a, b) => a === b, + ne: (a, b) => a !== b, + gt: (a, b) => a > b, + lt: (a, b) => a < b, + gte: (a, b) => a >= b, + lte: (a, b) => a <= b, + in: (value, values) => values.has(value), +}; + +/** + * Evaluate a `Condition` against a (possibly incomplete) row under Kleene + * three-valued logic. + * + * - `true` β€” the condition is satisfied + * - `false` β€” the condition is definitively violated + * - `null` β€” a referenced field is missing; the result is inconclusive + * + * The `comparer` is only called when both operands are resolved (not + * `undefined`). + */ +export function evaluate( + c: Expression, + row: DictType, + comparer: Comparer = {}, +): TriState { + switch (c.operator) { + // -- logical -- + case 'not': { + const r = evaluate(c.condition, row, comparer); + if (r === null) return null; + return !r; + } + case 'and': { + let hasUnknown = false; + for (const sub of c.conditions) { + const r = evaluate(sub, row, comparer); + if (r === false) return false; + if (r === null) hasUnknown = true; + } + return hasUnknown ? null : true; + } + case 'or': { + let hasUnknown = false; + for (const sub of c.conditions) { + const r = evaluate(sub, row, comparer); + if (r === true) return true; + if (r === null) hasUnknown = true; + } + return hasUnknown ? null : false; + } + + // -- custom -- + case 'fn': { + for (const k of c.requires) { + if (resolve(row, k) === undefined) return null; + } + return c.evaluate(row); + } + + // -- in -- + case 'in': { + const v = resolveOperand(row, c.left); + if (v === undefined) return null; + return (comparer.in ?? DEFAULT_COMPARER.in)(v, c.values as unknown as Set); + } + + // -- comparison -- + default: { + const v = resolveOperand(row, c.left); + if (v === undefined) return null; + + let target: any; + if ('right' in c) { + target = resolveOperand(row, c.right); + if (target === undefined) return null; + } else { + target = (c as any).value; + } + + const fn = comparer[c.operator] ?? DEFAULT_COMPARER[c.operator]; + return fn(v, target); + } + } +} diff --git a/typescript/src/exceptions.ts b/typescript/src/exceptions.ts index ca6e51e..9e8bf85 100644 --- a/typescript/src/exceptions.ts +++ b/typescript/src/exceptions.ts @@ -1,5 +1,23 @@ +import { ScalarType } from "./types"; -export class InvalidCondition { - public name = 'InvalidCondition'; - public message = 'It will never meet the condition'; +export class NotReady extends Error { + constructor(public key: ScalarType) { + super(`Not yet '${key}' in the object`); + } +} + +export interface UncoveredPair { + /** The pair expressed as factor-key β†’ value entries. */ + pair: Record; + /** The constraint(s) that made this pair infeasible, if identifiable. */ + constraints: number[]; +} + +export class NeverMatch extends Error { + public uncoveredPairs: UncoveredPair[]; + + constructor(message?: string, uncoveredPairs: UncoveredPair[] = []) { + super(message); + this.uncoveredPairs = uncoveredPairs; + } }; diff --git a/typescript/src/index.ts b/typescript/src/index.ts index 2f9949f..c6df6e8 100644 --- a/typescript/src/index.ts +++ b/typescript/src/index.ts @@ -1,238 +1,56 @@ -import * as sorters from "./sorters/index"; -import * as criteria from "./criteria/index"; -import * as exceptions from "./exceptions"; -import { - range, - product, - combinations, - len, - getItems, - getCandidate, - ascOrder, - primeGenerator, - unique, -} from "./utils"; -import { - IndicesType, - FactorsType, - SerialsType, - MappingTypes, - Scalar, - Dict, - IncompletedType, - ParentsType, - CandidateType, - RowType, - OptionsType, - FilterType, - PairType, - SorterType, - SuggestRowType, -} from "./types"; -const serialize = (factors: FactorsType): MappingTypes => { - let origin = 0; - const serials: SerialsType = new Map(); - const indices: IndicesType = new Map(); - const parents: ParentsType = new Map(); +import hash from "./sorters/hash"; +import random from "./sorters/random"; - const primer = primeGenerator(); - getItems(factors).map(([subscript, factorList]) => { - const length = len(factorList); - const serialList: number[] = []; - range(origin, origin + length).map((index) => { - const serial = primer.next().value; - serialList.push(serial); - parents.set(serial, subscript); - indices.set(serial, index); - }); - serials.set(subscript, serialList); - origin += length; - }); - return { serials, parents, indices }; -}; +import greedy from "./criteria/greedy"; +import simple from "./criteria/simple"; -const makeIncompleted = ( - mappings: MappingTypes, - length: number, - sorter: SorterType, - seed: Scalar -): IncompletedType => { - const { serials, indices } = mappings; - const pairs: PairType[] = []; - const allKeys = getItems(serials).map(([k, _]) => k); - for (const keys of combinations(allKeys, length)) { - const comb = range(0, length).map((i) => serials.get(keys[i]) as PairType); - for (let pair of product(...comb)) { - pair = pair.sort(ascOrder); - pairs.push(pair); - } - } - const incompleted: IncompletedType = new Map(); - for (let pair of sorter(pairs, { seed, indices })) { - incompleted.set(unique(pair), pair); - } - return incompleted; -}; - -class Row extends Map implements RowType { - // index: number - private length: number; - public isArray: Boolean; - constructor( - row: CandidateType, - private mappings: MappingTypes, - private factors: FactorsType, - public preFilter?: FilterType - ) { - super(); - for (const [k, v] of row) { - this.set(k, v); - } - this.length = len(factors); - this.isArray = factors instanceof Array; - } - - filled(): boolean { - return this.size === this.length; - } - - New(row?: CandidateType) { - return new Row(row || [], this.mappings, this.factors, this.preFilter); - } - - storable(candidate: CandidateType) { - let num = 0; - for (let [key, el] of candidate) { - let existing: number | undefined = this.get(key); - if (typeof existing === "undefined") { - num++; - } else if (existing != el) { - return null; - } - } - if (!this.preFilter) { - return num; - } - const candidates: CandidateType = [...this.entries()].concat(candidate); - const nxt: Row = this.New(candidates); - if (!this.preFilter(nxt.toObject())) { - return null; - } - return num; - } - - toMap(): Map { - const result: Map = new Map(); - const { indices, serials } = this.mappings; - for (let [key, serial] of this.entries()) { - const index = indices.get(serial) as number; - const first = indices.get((serials.get(key) as PairType)[0]); - // @ts-ignore TS7015 - result.set(key, this.factors[key][index - first]); - } - return result; - } - - toObject() { - const obj: Dict = {}; - for (let [key, value] of this.toMap().entries()) { - obj[key] = value; - } - return obj; - } - - restore() { - if (this.isArray) { - const map = this.toMap(); - return getItems(map) - .sort((a, b) => (a[0] > b[0] ? 1 : -1)) - .map(([_, v]) => v); - } - return this.toObject(); - } - - complement(): Row { - getItems(this.mappings.serials).map(([k, vs]) => { - for (let v of vs) { - if (this.storable([[k, v]])) { - this.set(k, v); - break; - } - } - }); - if (!this.filled()) { - throw new exceptions.InvalidCondition(); - } - return this; - } -} +import { FactorsType, OptionsType, SuggestRowType, DictType, ListType, Expression, ComparisonExpression, LogicalExpression, Comparer } from "./types"; +import { Controller, ControllerStats } from "./controller"; +import { NeverMatch, UncoveredPair } from "./exceptions"; const makeAsync = function* ( factors: T, - options: OptionsType = {} -) { - let { - length = 2, - sorter = sorters.hash, - criterion = criteria.greedy, - seed = "", - tolerance = 0, - } = options; - - const { preFilter, postFilter } = options; - const mappings = serialize(factors); - const { parents } = mappings; - const incompleted = makeIncompleted(mappings, length, sorter, seed); // {"1,2": [1,2], "3,4": [3,4]} - - let row: Row = new Row([], mappings, factors, preFilter); + options: OptionsType = {} +): Generator, void, unknown> { + const ctrl = new Controller(factors, options); + yield* ctrl.makeAsync(); +}; - for (let [pairKey, pair] of incompleted.entries()) { - if (!row.storable(getCandidate(pair, parents))) { - incompleted.delete(pairKey); - } +const make = (factors: T, options: OptionsType = {}) => { + const ctrl = new Controller(factors, options); + const rows = ctrl.make(); + if (ctrl.stats.uncoveredPairs.length > 0) { + throw new NeverMatch( + `Unable to cover ${ctrl.stats.uncoveredPairs.length} remaining pair(s) without violating constraints`, + ctrl.stats.uncoveredPairs, + ); } - while (incompleted.size) { - if (row.filled()) { - if (!postFilter || postFilter(row.toObject())) { - yield row.restore() as SuggestRowType; - } - row = row.New([]); - } - let finished = true; - for (let pair of criterion(incompleted, { - row, - parents, - length, - tolerance, - })) { - if (row.filled()) { - finished = false; - break; - } + return rows; +}; - for (let [key, value] of getCandidate(pair, parents)) { - row.set(key, value); - } +const sorters = { hash, random }; +const criteria = { greedy, simple }; - for (let p of combinations([...row.values()], length)) { - incompleted.delete(unique(p)); - } - } - if (finished && !row.filled()) { - row.complement(); - } - } - if (row.size) { - row = row.complement(); - if (!postFilter || postFilter(row.toObject())) { - yield row.restore() as SuggestRowType; - } - } +export { + make, + makeAsync, + sorters, + criteria, + Controller, + NeverMatch, }; -const make = (factors: T, options: OptionsType = {}) => { - return [...makeAsync(factors, options)]; -}; +export type { + OptionsType, + SuggestRowType, + DictType, + ListType, + Expression, + ComparisonExpression, + LogicalExpression, + Comparer, + UncoveredPair, + ControllerStats, +} -export { make as default, make, makeAsync, sorters, criteria }; diff --git a/typescript/src/utils.ts b/typescript/src/lib.ts similarity index 77% rename from typescript/src/utils.ts rename to typescript/src/lib.ts index 24a904b..9493f37 100644 --- a/typescript/src/utils.ts +++ b/typescript/src/lib.ts @@ -1,6 +1,8 @@ -// @ts-ignore 2307 -export { hex as md5 } from 'js-md5'; -import { FactorsType, Scalar, ParentsType, CandidateType, PairType } from './types'; +import { NotReady } from './exceptions'; +import type { + FactorsType, ScalarType, ParentsType, CandidateType, PairType, + DictType, +} from './types'; // https://gist.github.com/righ/71e32be8e33f74bde516c06f80c941e8 @@ -75,7 +77,7 @@ export const len = (obj: any[] | object): number => { return Object.keys(obj).length; } -export const getItems = (container: FactorsType | Map): [Scalar, any[]][] => { +export const getItems = (container: FactorsType | Map): [ScalarType, any[]][] => { if (Array.isArray(container)) { return container.map((v, i) => [i, v]); } @@ -86,13 +88,13 @@ export const getItems = (container: FactorsType | Map): [Scalar, } export const getCandidate = (pair: number[], parents: ParentsType): CandidateType => { - const keys: Scalar[] = pair.map(p => parents.get(p) || 0); + const keys: ScalarType[] = pair.map(p => parents.get(p) || 0); return zip(keys, pair); } export const ascOrder = (a: number, b: number) => a > b ? 1 : -1; -export const unique = (pair: PairType): Scalar => { +export const unique = (pair: PairType): ScalarType => { const total = pair.reduce((a, b) => a * b); if (Number.isSafeInteger(total)) { return total; @@ -123,3 +125,23 @@ export function* primeGenerator(): Generator { } } } + + + +export const proxyHandler = { + get(obj: DictType, key: string, receiver: any) { + if (key in obj) { + return obj[key]; + } + throw new NotReady(key); + }, +}; + +export const fnv1a32 = (str: string): string => { + let hash = 0x811c9dc5; + for (let i = 0; i < str.length; i++) { + hash ^= str.charCodeAt(i); + hash = Math.imul(hash, 0x01000193); + } + return (hash >>> 0).toString(16).padStart(8, '0'); +}; diff --git a/typescript/src/pict/constraints.ts b/typescript/src/pict/constraints.ts new file mode 100644 index 0000000..19a164f --- /dev/null +++ b/typescript/src/pict/constraints.ts @@ -0,0 +1,639 @@ +import type { FilterRowType } from '../types'; + +type FilterType = (row: FilterRowType) => boolean; + +type Token = { + type: TokenType; + value: string; + line: number; // 1-based line number where this token starts +}; + +enum TokenType { + REF = 'REF', + STRING = 'STRING', + NUMBER = 'NUMBER', + BOOLEAN = 'BOOLEAN', + NULL = 'NULL', + IF = 'IF', + ELSE = 'ELSE', + THEN = 'THEN', + COMPARER = 'COMPARER', + OPERATOR = 'OPERATOR', + LPAREN = 'LPAREN', + RPAREN = 'RPAREN', + LBRACE = 'LBRACE', + RBRACE = 'RBRACE', + COMMA = 'COMMA', + COLON = 'COLON', + SEMICOLON = 'SEMICOLON', + ARITHMETIC = 'ARITHMETIC', + WHITESPACE = 'WHITESPACE', + UNKNOWN = 'UNKNOWN', +} + +type Evaluator = (row: FilterRowType) => any; + +function classifyToken(token: string, line: number): Token { + if (token.startsWith('[') && token.endsWith(']')) { + return { type: TokenType.REF, value: token, line }; + } + if (token.startsWith('"') && token.endsWith('"')) { + return { type: TokenType.STRING, value: token, line }; + } + if (!isNaN(parseFloat(token))) { + return { type: TokenType.NUMBER, value: token, line }; + } + if (['TRUE', 'FALSE'].includes(token.toUpperCase())) { + return { type: TokenType.BOOLEAN, value: token.toUpperCase(), line }; + } + if (token.toUpperCase() === TokenType.NULL) { + return { type: TokenType.NULL, value: token.toUpperCase(), line }; + } + if ([TokenType.IF, TokenType.ELSE, TokenType.THEN].includes(token.toUpperCase() as TokenType)) { + return { type: token.toUpperCase() as TokenType, value: token.toUpperCase(), line }; + } + if (['=', '<>', '>', '<', '>=', '<=', 'IN', 'LIKE'].includes(token.toUpperCase())) { + return { type: TokenType.COMPARER, value: token.toUpperCase(), line }; + } + if (['AND', 'OR', 'NOT'].includes(token.toUpperCase())) { + return { type: TokenType.OPERATOR, value: token.toUpperCase(), line }; + } + if (['+', '-', '*', '/', '%', '^'].includes(token)) { + return { type: TokenType.ARITHMETIC, value: token, line }; + } + if (token === '**') { + return { type: TokenType.ARITHMETIC, value: '^', line }; + } + switch (token) { + case '(': return { type: TokenType.LPAREN, value: token, line }; + case ')': return { type: TokenType.RPAREN, value: token, line }; + case '{': return { type: TokenType.LBRACE, value: token, line }; + case '}': return { type: TokenType.RBRACE, value: token, line }; + case ',': return { type: TokenType.COMMA, value: token, line }; + case ':': return { type: TokenType.COLON, value: token, line }; + case ';': return { type: TokenType.SEMICOLON, value: token, line }; + default: + return { type: TokenType.UNKNOWN, value: token, line }; + } +} + +const isWhiteSpace = (char: string) => { + return char === ' ' || char === '\n' || char === '\t'; +}; + +export class PictConstraintsLexer { + private tokens: Token[] = []; + public filters: (FilterType | null)[] = []; + public errors: (string | null)[] = []; + // Line number where each filter/error originated (1-based, in the original input). + public filterLines: number[] = []; + // Set of factor keys each filter depends on. Same length as `filters`. + // Empty set entries correspond to errors / null filters. + public filterKeys: Set[] = []; + + constructor( + private input: string, + private debug = false, + private aliases: Map = new Map(), + private caseInsensitive: boolean = false, + private startLine: number = 1, + ) { + try { + this.tokenize(); + } catch (e: any) { + if (this.debug) { + console.error(`Tokenize error:`, e.message); + } + this.errors.push(e.message); + this.filterLines.push(this.startLine); + return; + } + this.analyze(); + } + private tokenize(): Token[] { + const constraints = this.input; + const tokens: Token[] = []; + let buffer = ''; + let bufferLine = this.startLine; + let currentLine = this.startLine; + let insideQuotes = false; + let insideBraces = false; + let insideBrackets = false; + + const addToken = (type: TokenType, value: string, line: number) => { + tokens.push({ type, value, line }); + }; + + const flushBuffer = () => { + if (buffer.length > 0) { + tokens.push(classifyToken(buffer, bufferLine)); + buffer = ''; + } + }; + + const startBuffer = (ch: string) => { + if (buffer.length === 0) bufferLine = currentLine; + buffer += ch; + }; + + for (let i = 0; i < constraints.length; i++) { + const char = constraints[i]; + + if (char === '"') { + insideQuotes = !insideQuotes; + startBuffer(char); + if (!insideQuotes) { + addToken(TokenType.STRING, buffer, bufferLine); + buffer = ''; + } + } else if (insideQuotes) { + startBuffer(char); + } else if (char === '[') { + flushBuffer(); + insideBrackets = true; + startBuffer(char); + } else if (char === ']' && insideBrackets) { + startBuffer(char); + tokens.push(classifyToken(buffer, bufferLine)); + insideBrackets = false; + buffer = ''; + } else if (char === '{') { + insideBraces = true; + flushBuffer(); + addToken(TokenType.LBRACE, char, currentLine); + } else if (char === '}') { + insideBraces = false; + flushBuffer(); + addToken(TokenType.RBRACE, char, currentLine); + } else if (char === ',' && insideBraces) { + flushBuffer(); + addToken(TokenType.COMMA, char, currentLine); + } else if ('+-*/%^'.includes(char) && !insideBraces && !insideBrackets) { + flushBuffer(); + if (char === '*' && constraints[i + 1] === '*') { + tokens.push(classifyToken('**', currentLine)); + i++; + } else { + tokens.push(classifyToken(char, currentLine)); + } + } else if ('[]=<>!();:'.includes(char) && !insideBraces && !insideBrackets) { + flushBuffer(); + if (char === '<' || char === '>' || char === '!' || char === '=') { + const nextChar = constraints[i + 1]; + if (nextChar === '=') { + tokens.push(classifyToken(char + '=', currentLine)); + i++; + } else if (char === '<' && nextChar === '>') { + tokens.push(classifyToken('<>', currentLine)); + i++; + } else { + tokens.push(classifyToken(char, currentLine)); + } + } else { + tokens.push(classifyToken(char, currentLine)); + } + } else if (isWhiteSpace(char) && !insideBraces && !insideBrackets) { + flushBuffer(); + let whitespaceBuffer = char; + if (char === '\n') currentLine++; + while (i + 1 < constraints.length && isWhiteSpace(constraints[i + 1])) { + i++; + whitespaceBuffer += constraints[i]; + if (constraints[i] === '\n') currentLine++; + } + addToken(TokenType.WHITESPACE, whitespaceBuffer, currentLine); + } else if (isWhiteSpace(char) && (insideBraces || insideBrackets)) { + if (char === '\n') currentLine++; + startBuffer(char); + } else { + startBuffer(char); + } + } + + if (insideQuotes) { + throw new Error(`Unterminated string literal: ${buffer}`); + } + if (insideBrackets) { + throw new Error(`Unterminated field reference: ${buffer}`); + } + if (insideBraces) { + throw new Error(`Unterminated set (missing closing "}")`); + } + if (buffer.length > 0) { + tokens.push(classifyToken(buffer, bufferLine)); + } + this.tokens = tokens; + return tokens; + } + + private analyze() { + let tokenIndex = 0; + const tokens = this.tokens; + const ci = this.caseInsensitive; + + // Normalize a value for comparison: lowercase strings if case-insensitive + const norm = (v: any) => (ci && typeof v === 'string') ? v.toLowerCase() : v; + + // Collects every factor key referenced while parsing the *current* + // statement. `close()` snapshots and resets it. + let currentKeys = new Set(); + + const nextToken = () => { + while (tokenIndex < tokens.length && tokens[tokenIndex].type === 'WHITESPACE') { + tokenIndex++; + } + return tokenIndex < tokens.length ? tokens[tokenIndex++] : null; + } + + const parseExpression: () => Evaluator = () => { + let left = parseTerm(); + let token = nextToken(); + if (token?.type === TokenType.UNKNOWN) { + throw new Error(`Unexpected token: ${token.value}`); + } + while (token && token.type === 'OPERATOR' && token.value === 'OR') { + const l = left, r = parseTerm(); + left = (row) => l(row) || r(row); + token = nextToken(); + } + tokenIndex--; + return left; + } + + const parseTerm: () => Evaluator = () => { + let left = parseFactor(); + + let token = nextToken(); + if (token?.type === TokenType.UNKNOWN) { + throw new Error(`Unexpected token: ${token.value}`); + } + while (token && token.type === 'OPERATOR' && token.value === 'AND') { + const l = left, r = parseFactor(); + left = (row) => l(row) && r(row); + token = nextToken(); + } + tokenIndex--; + return left; + } + + const isLogicalParen = (): boolean => { + const saved = tokenIndex; + let depth = 1; + let found = false; + while (tokenIndex < tokens.length) { + const t = tokens[tokenIndex++]; + if (t.type === TokenType.WHITESPACE) continue; + if (t.type === TokenType.LPAREN) depth++; + else if (t.type === TokenType.RPAREN) { depth--; if (depth === 0) break; } + else if (depth === 1 && t.type === TokenType.COMPARER) { found = true; break; } + } + tokenIndex = saved; + return found; + }; + + const parseFactor: () => Evaluator = () => { + let token = nextToken(); + if (token != null) { + if (token.type === 'OPERATOR' && token.value === 'NOT') { + const operand = parseFactor(); + return (row) => !operand(row); + } + if (token.type === TokenType.LPAREN) { + if (isLogicalParen()) { + const expr = parseExpression(); + token = nextToken(); + if (!token || token.type !== TokenType.RPAREN) { + throw new Error('Expected closing parenthesis'); + } + return expr; + } else { + tokenIndex--; + return parseCondition(); + } + } + if (token.type === TokenType.BOOLEAN) { + const val = token.value.toUpperCase() === 'TRUE'; + return () => val; + } + if (token.type === TokenType.UNKNOWN) { + throw new Error(`Unexpected token: ${token.value}`); + } + } + tokenIndex--; + return parseCondition(); + } + + const parseCondition: () => Evaluator = () => { + const left = parseOperand(); + if (left == null) { + throw new Error('Expected field or value after "IF", "THEN", "ELSE"'); + } + const comparerToken = nextToken(); + if ([TokenType.NUMBER, TokenType.STRING, TokenType.BOOLEAN, TokenType.NULL].includes(comparerToken?.type!)) { + throw new Error(`Expected comparison operator but found value: ${comparerToken?.value}`); + } + if (comparerToken?.type === TokenType.THEN) { + throw new Error('A comparison operator and value are required after the field.'); + } + if (comparerToken?.type === 'OPERATOR') { + throw new Error(`Expected comparison operator but found operator: ${comparerToken.value}`); + } + + if (!comparerToken || comparerToken.type !== TokenType.COMPARER) { + if (comparerToken?.value === '!=') { + throw new Error(`"!=" is not supported. Use "<>" for inequality comparison`); + } + throw new Error(`Unknown comparison operator: ${comparerToken?.value}`); + } + const comparer = comparerToken.value; + + if (comparer === 'IN') { + const values = parseSet(); + return (row) => values.has(norm(left(row))); + } + if (comparer === 'LIKE') { + const right = parseOperand(); + if (right == null) { + throw new Error('Expected string pattern after LIKE'); + } + // Evaluate pattern once at parse time (it must be a literal) + const patternStr = right({} as FilterRowType); + if (typeof patternStr !== 'string') { + throw new Error('Expected string pattern after LIKE'); + } + const regexPattern = patternStr.replace(/\*/g, '.*').replace(/\?/g, '.'); + const regex = new RegExp('^' + regexPattern + '$', ci ? 'i' : ''); + return (row) => regex.test(left(row)); + } + const right = parseOperand(); + if (right == null) { + throw new Error('Expected field or value'); + } + switch (comparer) { + case '=': + return (row) => norm(left(row)) === norm(right(row)); + case '<>': + return (row) => norm(left(row)) !== norm(right(row)); + case '>': + return (row) => left(row) > right(row); + case '<': + return (row) => left(row) < right(row); + case '>=': + return (row) => left(row) >= right(row); + case '<=': + return (row) => left(row) <= right(row); + default: + throw new Error(`Unknown comparison operator: ${comparer}`); + } + } + + const parseSet: () => Set = () => { + const elements: string[] = []; + let token = nextToken(); + if (token && token.type === TokenType.LBRACE) { + token = nextToken(); + while (token && token.type !== TokenType.RBRACE) { + if (token.type === TokenType.STRING) { + const raw = token.value.slice(1, -1); // remove quotes + const lookup = ci ? raw.toLowerCase() : raw; + const resolved = this.aliases.get(lookup) ?? raw; + elements.push(norm(resolved)); + } else if (token.type !== TokenType.COMMA && token.type !== TokenType.WHITESPACE) { + throw new Error(`Unexpected token in array: ${token.value}`); + } + token = nextToken(); + } + } else { + throw new Error(`Expected '{' but found ${token ? token.value : TokenType.NULL}`); + } + if (elements.length === 0) { + throw new Error('Empty set in IN clause'); + } + return new Set(elements); + } + + const ARITHMETIC_MAP: Record number> = { + '+': (a, b) => a + b, + '-': (a, b) => a - b, + '*': (a, b) => a * b, + '/': (a, b) => a / b, + '%': (a, b) => a % b, + '^': (a, b) => a ** b, + }; + + const parsePrimaryOperand: () => Evaluator | null = () => { + const token = nextToken(); + if (token == null) { + return null; + } + if (token.type === TokenType.LPAREN) { + // Parenthesized arithmetic expression + const inner = parseOperand(); + if (inner == null) { + throw new Error('Expected expression after "("'); + } + const closeParen = nextToken(); + if (!closeParen || closeParen.type !== TokenType.RPAREN) { + throw new Error('Expected closing ")" in arithmetic expression'); + } + return inner; + } else if (token.type === TokenType.REF) { + const key = token.value.slice(1, -1); // remove [ and ] + currentKeys.add(key); + return (row) => row[key]; + } else if (token.type === TokenType.STRING) { + const raw = token.value.slice(1, -1); // remove quotes + const lookup = ci ? raw.toLowerCase() : raw; + const value = this.aliases.get(lookup) ?? raw; + return () => value; + } else if (token.type === TokenType.NUMBER) { + const value = parseFloat(token.value); + return () => value; + } else if (token.type === TokenType.BOOLEAN) { + const value = token.value === 'TRUE'; + return () => value; + } else if (token.type === TokenType.NULL) { + return () => null; + } else { + return null; + } + } + + // Power: ^ or ** (highest arithmetic precedence, right-associative) + const parsePowOperand: () => Evaluator | null = () => { + let left = parsePrimaryOperand(); + if (left == null) return null; + const saved = tokenIndex; + const tok = nextToken(); + if (tok && tok.type === TokenType.ARITHMETIC && tok.value === '^') { + const right = parsePowOperand(); // right-associative + if (right == null) { + throw new Error("Expected operand after '^'"); + } + const l = left, r = right; + left = ((l, r) => (row: FilterRowType) => l(row) ** r(row))(l, r); + } else { + tokenIndex = saved; + } + return left; + } + + // Multiplicative: *, /, % (higher precedence) + const parseMulOperand: () => Evaluator | null = () => { + let left = parsePowOperand(); + if (left == null) return null; + while (true) { + const saved = tokenIndex; + const tok = nextToken(); + if (tok && tok.type === TokenType.ARITHMETIC && '*/%'.includes(tok.value)) { + const fn = ARITHMETIC_MAP[tok.value]; + const right = parsePowOperand(); + if (right == null) { + throw new Error(`Expected operand after '${tok.value}'`); + } + const l = left, r = right; + left = ((l, r, fn) => (row: FilterRowType) => fn(l(row), r(row)))(l, r, fn); + } else { + tokenIndex = saved; + break; + } + } + return left; + } + + // Additive: +, - (lower precedence) + const parseOperand: () => Evaluator | null = () => { + let left = parseMulOperand(); + if (left == null) return null; + while (true) { + const saved = tokenIndex; + const tok = nextToken(); + if (tok && tok.type === TokenType.ARITHMETIC && '+-'.includes(tok.value)) { + const fn = ARITHMETIC_MAP[tok.value]; + const right = parseMulOperand(); + if (right == null) { + throw new Error(`Expected operand after '${tok.value}'`); + } + const l = left, r = right; + left = ((l, r, fn) => (row: FilterRowType) => fn(l(row), r(row)))(l, r, fn); + } else { + tokenIndex = saved; + break; + } + } + return left; + } + + const abandon = () => { + while (tokenIndex < tokens.length && tokens[tokenIndex].type !== TokenType.SEMICOLON) { + tokenIndex++; + } + } + + // The line number where the current statement started; updated by the + // outer loop each time it begins reading a new constraint. + let currentStatementLine = this.startLine; + + const close = (evaluator: Evaluator | null, error: string | null) => { + if (evaluator == null) { + if (this.debug) { + console.error(`Error[${this.errors.length}]:`, error); + } + this.filters.push(null); + this.errors.push(error); + } else { + if (this.debug) { + console.debug(`Filter[${this.filters.length}]: compiled`); + } + this.filters.push(evaluator as FilterType); + this.errors.push(null); + } + this.filterLines.push(currentStatementLine); + this.filterKeys.push(currentKeys); + // Start a fresh dependency set for the next statement. + currentKeys = new Set(); + } + + const read = () => { + try { + const expr = parseExpression(); + return expr; + } catch (e) { + // @ts-ignore + close(null, e.message); + } + // If the conditional expression ends with "ELSE", + // the current index reaches a semicolon, and the next expression is skipped by the abandon function. + // Therefore, the index is reset to the previous one. + tokenIndex--; + abandon(); + return null; + }; + + while (tokens[tokenIndex] != null) { + const token = nextToken(); + if (token == null) { + break; + } + currentStatementLine = token.line; + if (token.type === TokenType.IF) { + const condition = read(); + if (condition == null) { + continue; + } + const thenToken = nextToken(); + if (!thenToken || thenToken.type !== TokenType.THEN) { + close(null, `Expected "THEN" but found ${thenToken ? thenToken.value : 'end of input'}`); + abandon() + continue; + } + const thenEval = read(); + if (thenEval == null) { + continue; + } + + const elseToken = nextToken(); + let elseEval: Evaluator = () => true; + if (elseToken && elseToken.type === TokenType.ELSE) { + const parsed = read(); + if (parsed == null) { + continue; + } + elseEval = parsed; + } else { + tokenIndex--; // Go back one token if ELSE is not found + } + close((row) => condition(row) ? thenEval(row) : elseEval(row), null); + } else if (token.type === TokenType.SEMICOLON) { + // do nothing + } else if (token.type === TokenType.UNKNOWN) { + close(null, `Unknown token: ${token.value}`); + abandon(); + } else { + // Unconditional constraint: e.g. [A] <> [B] AND [C] = "x"; + tokenIndex--; + const expr = read(); + if (expr != null) { + close(expr, null); + } + } + } + } + + filter = (row: FilterRowType, ...additionalFilters: FilterType[]) => { + for (const f of this.filters) { + if (f == null) { + continue; + } + if (!f(row)) { + return false; + } + } + for (const f of additionalFilters) { + if (!f(row)) { + return false; + } + } + return true; + } +} diff --git a/typescript/src/pict/index.ts b/typescript/src/pict/index.ts new file mode 100644 index 0000000..9a4bad4 --- /dev/null +++ b/typescript/src/pict/index.ts @@ -0,0 +1,12 @@ +export { PictModel } from './model'; +export type { PictModelOptions } from './model'; +export { parse } from './parse'; +export type { ParseOptions, ParseResult } from './parse'; +export { weightsByValue } from './weights'; +export { PictModelError } from './types'; +export type { + PictFactorsType, + PictModelIssue, + IssueSeverity, + IssueSource, +} from './types'; diff --git a/typescript/src/pict/model.ts b/typescript/src/pict/model.ts new file mode 100644 index 0000000..984ce0d --- /dev/null +++ b/typescript/src/pict/model.ts @@ -0,0 +1,156 @@ +import type { + Expression, + FilterRowType, + OptionsType, + SubModelType, +} from '../types'; +import { Controller } from '../controller'; +import type { PictFactorsType, PictModelIssue } from './types'; +import { PictModelError } from './types'; +import { parse } from './parse'; +import type { PictConstraintsLexer } from './constraints'; + +export interface PictModelOptions { + caseInsensitive?: boolean; + strict?: boolean; +} + +export class PictModel { + private _parameters: PictFactorsType; + private _subModels: SubModelType[]; + private _negatives: Map>; + private _weights: { [factorKey: string]: { [index: number]: number } }; + private _lexer: PictConstraintsLexer | null; + private _controller: Controller | null = null; + public issues: PictModelIssue[]; + + constructor(input: string, options: PictModelOptions = {}) { + const { caseInsensitive = true, strict = false } = options; + const result = parse(input, { caseInsensitive }); + + this._parameters = result.factors; + this._subModels = result.subModels; + this._negatives = result.negatives; + this._weights = result.weights; + this._lexer = result.lexer; + this.issues = result.issues; + + if (strict && this.issues.some(i => i.severity === "error")) { + throw new PictModelError(this.issues); + } + } + + get parameters(): PictFactorsType { return this._parameters; } + get subModels(): SubModelType[] { return this._subModels; } + get constraints(): Expression[] { return this._modelConstraints(); } + get negatives(): Map> { return this._negatives; } + get weights(): { [factorKey: string]: { [index: number]: number } } { return this._weights; } + get progress(): number { return this._controller?.progress ?? 0; } + get stats() { return this._controller?.stats ?? null; } + + /** + * Evaluate all constraints and the negative-value rule against a + * (typically complete) row. Returns true if the row passes. + */ + filter = (row: FilterRowType) => { + let seenNegative = false; + for (const [key, negativeSet] of this._negatives) { + if (key in row && negativeSet.has(row[key])) { + if (seenNegative) return false; + seenNegative = true; + } + } + if (this._lexer) { + for (const f of this._lexer.filters) { + if (f == null) continue; + if (!f(row)) return false; + } + } + return true; + }; + + /** + * Convert this model's constraints into `Expression[]` for the controller. + * Each lexer filter becomes a `custom` condition with its dependency keys. + * The negative-value rule also becomes a `custom` condition. + */ + private _modelConstraints(): Expression[] { + const list: Expression[] = []; + + if (this._lexer) { + const filters = this._lexer.filters; + const filterKeys = this._lexer.filterKeys; + for (let i = 0; i < filters.length; i++) { + const f = filters[i]; + if (f == null) continue; + list.push({ + operator: 'fn', + requires: [...filterKeys[i]], + evaluate: f, + }); + } + } + + if (this._negatives.size > 0) { + const negativeKeys = [...this._negatives.keys()] as string[]; + const negatives = this._negatives; + list.push({ + operator: 'fn', + requires: negativeKeys, + evaluate: (row) => { + let seen = false; + for (const [key, set] of negatives) { + if (set.has(row[key])) { + if (seen) return false; + seen = true; + } + } + return true; + }, + }); + } + + return list; + } + + private _buildOptions(options: OptionsType = {}): OptionsType { + const { + constraints: userConstraints, + subModels: userSubModels, + weights: userWeights, + ...rest + } = options; + const constraints = [ + ...this._modelConstraints(), + ...(userConstraints ?? []), + ]; + const subModels = userSubModels ?? (this._subModels.length > 0 ? this._subModels : undefined); + const weights = userWeights ?? (Object.keys(this._weights).length > 0 ? this._weights : undefined); + return { ...rest, constraints, subModels, weights }; + } + + private _applyNegativePrefix(row: any): any { + if (this._negatives.size === 0) return row; + const result = { ...row }; + for (const [key, negSet] of this._negatives) { + if (negSet.has(result[key])) { + result[key] = `~${result[key]}`; + } + } + return result; + } + + make(options: OptionsType = {}) { + this._controller = new Controller(this._parameters, this._buildOptions(options)); + return [...this._controller.makeAsync()].map( + (row) => this._applyNegativePrefix(row) + ); + } + + *makeAsync(options: OptionsType = {}) { + this._controller = new Controller(this._parameters, this._buildOptions(options)); + for (const row of this._controller.makeAsync()) { + yield this._applyNegativePrefix(row); + } + } +} diff --git a/typescript/src/pict/parameters.ts b/typescript/src/pict/parameters.ts new file mode 100644 index 0000000..5e1c4b6 --- /dev/null +++ b/typescript/src/pict/parameters.ts @@ -0,0 +1,176 @@ +import type { PictFactorsType, PictModelIssue, SourceLine } from './types'; + +// Split comma-separated values respecting quoted strings +export function splitValues(input: string): string[] { + const values: string[] = []; + let current = ''; + let inQuotes = false; + for (const ch of input) { + if (ch === '"') { + inQuotes = !inQuotes; + current += ch; + } else if (ch === ',' && !inQuotes) { + if (current.trim()) values.push(current.trim()); + current = ''; + } else { + current += ch; + } + } + if (current.trim()) values.push(current.trim()); + return values; +} + +export function stripQuotes(s: string): string { + if (s.startsWith('"') && s.endsWith('"')) return s.slice(1, -1); + return s; +} + +// Parse a single value token, handling ~, (weight), |aliases, , "quotes" +export function parseValue( + raw: string, + existing: Record, + aliases: Map, +): { values: (string | number)[]; isNegative: boolean; weight: number } { + const trimmed = raw.trim(); + + // Parameter reference: + if (trimmed.startsWith('<') && trimmed.endsWith('>')) { + const refName = trimmed.slice(1, -1); + if (!(refName in existing)) { + throw new Error(`Unknown parameter reference: "${refName}"`); + } + return { values: [...existing[refName]], isNegative: false, weight: 1 }; + } + + let token = trimmed; + let isNegative = false; + let weight = 1; + + // Negative prefix: ~ + if (token.startsWith('~')) { + token = token.slice(1); + isNegative = true; + } + + // Weight suffix: (N) + const weightMatch = token.match(/\s*\((\d+)\)\s*$/); + if (weightMatch) { + weight = parseInt(weightMatch[1], 10); + token = token.slice(0, token.lastIndexOf('(')).trim(); + } + + // Aliases: take canonical (first) value, record the rest + if (token.includes('|')) { + const parts = token.split('|').map(s => s.trim()); + const canonical = stripQuotes(parts[0]); + for (let i = 1; i < parts.length; i++) { + const aliasValue = stripQuotes(parts[i]); + aliases.set(aliasValue, canonical); + } + token = parts[0]; + } + + // Quoted string + if (token.startsWith('"') && token.endsWith('"')) { + return { values: [token.slice(1, -1)], isNegative, weight }; + } + + // Number or string + const n = Number(token); + return { + values: [token !== '' && !isNaN(n) ? n : token], + isNegative, + weight, + }; +} + +export function isParameterLine(trimmed: string): boolean { + const colonIdx = trimmed.indexOf(':'); + if (colonIdx <= 0) return false; + // Constraint lines start with [ or IF + if (trimmed.startsWith('[')) return false; + if (/^IF\s/i.test(trimmed)) return false; + return true; +} + +export function parseParameters(lines: SourceLine[]): { + factors: PictFactorsType; + aliases: Map; + negatives: Map>; + weights: { [factorKey: string]: { [index: number]: number } }; + issues: PictModelIssue[]; +} { + const factors: PictFactorsType = {}; + const aliases = new Map(); + const negatives = new Map>(); + const weights: { [factorKey: string]: { [index: number]: number } } = {}; + const issues: PictModelIssue[] = []; + let factorIndex = 0; + + const addIssue = (line: number, message: string) => { + issues.push({ + severity: "error", + source: "factor", + index: factorIndex, + line, + message, + }); + }; + + for (const { text, line } of lines) { + const trimmed = text.trim(); + if (trimmed === '' || trimmed.startsWith('#')) continue; + + const colonIndex = trimmed.indexOf(':'); + if (colonIndex === -1) { + addIssue(line, `Invalid line (missing ":"): ${trimmed}`); + factorIndex++; + continue; + } + + const key = trimmed.slice(0, colonIndex).trim(); + if (key === '') { + addIssue(line, `Empty parameter name in line: ${trimmed}`); + factorIndex++; + continue; + } + + try { + const rawValues = splitValues(trimmed.slice(colonIndex + 1)); + const values: (string | number)[] = []; + const negativeSet = new Set(); + const factorWeights: { [index: number]: number } = {}; + for (const raw of rawValues) { + const parsed = parseValue(raw, factors, aliases); + const startIndex = values.length; + values.push(...parsed.values); + if (parsed.isNegative) { + for (const v of parsed.values) negativeSet.add(v); + } + if (parsed.weight !== 1) { + for (let i = 0; i < parsed.values.length; i++) { + factorWeights[startIndex + i] = parsed.weight; + } + } + } + + if (values.length === 0) { + addIssue(line, `No values for parameter "${key}"`); + factorIndex++; + continue; + } + + factors[key] = values; + if (negativeSet.size > 0) { + negatives.set(key, negativeSet); + } + if (Object.keys(factorWeights).length > 0) { + weights[key] = factorWeights; + } + } catch (e: any) { + addIssue(line, e.message); + } + factorIndex++; + } + return { factors, aliases, negatives, weights, issues }; +} diff --git a/typescript/src/pict/parse.ts b/typescript/src/pict/parse.ts new file mode 100644 index 0000000..e19ce8a --- /dev/null +++ b/typescript/src/pict/parse.ts @@ -0,0 +1,124 @@ +import type { SubModelType } from '../types'; +import type { PictFactorsType, PictModelIssue, SourceLine } from './types'; +import { isParameterLine, parseParameters } from './parameters'; +import { parseSubModel, subModelPattern } from './subModels'; +import { PictConstraintsLexer } from './constraints'; + +export interface ParseOptions { + /** Match constraint comparisons and alias lookups case-insensitively. Default: true. */ + caseInsensitive?: boolean; +} + +export interface ParseResult { + factors: PictFactorsType; + aliases: Map; + negatives: Map>; + weights: { [factorKey: string]: { [index: number]: number } }; + subModels: SubModelType[]; + lexer: PictConstraintsLexer | null; + issues: PictModelIssue[]; +} + +interface SplitSections { + parameterLines: SourceLine[]; + subModelLines: SourceLine[]; + constraintText: string; + constraintStartLine: number; +} + +function splitSections(input: string): SplitSections { + const lines = input.split('\n'); + const parameterLines: SourceLine[] = []; + const subModelLines: SourceLine[] = []; + let constraintStart = lines.length; + + for (let i = 0; i < lines.length; i++) { + const text = lines[i]; + const trimmed = text.trim(); + const lineNum = i + 1; // 1-based + if (trimmed === '' || trimmed.startsWith('#')) { + parameterLines.push({ text, line: lineNum }); + continue; + } + if (isParameterLine(trimmed)) { + parameterLines.push({ text, line: lineNum }); + } else if (subModelPattern.test(trimmed)) { + subModelLines.push({ text: trimmed, line: lineNum }); + } else { + constraintStart = i; + break; + } + } + + return { + parameterLines, + subModelLines, + constraintText: lines.slice(constraintStart) + .map(l => l.trim().startsWith('#') ? '' : l) + .join('\n'), + constraintStartLine: constraintStart + 1, + }; +} + +/** + * Parse a PICT-format model string into its constituent parts: parameters, + * sub-models, and constraints. Issues are collected rather than thrown so the + * caller can decide how to handle them. + */ +export function parse(input: string, options: ParseOptions = {}): ParseResult { + const { caseInsensitive = true } = options; + const sections = splitSections(input); + const issues: PictModelIssue[] = []; + + // Parameters + const { factors, aliases, negatives, weights, issues: paramIssues } = + parseParameters(sections.parameterLines); + issues.push(...paramIssues); + + // Normalize alias keys for case-insensitive lookup + const lexerAliases = caseInsensitive + ? new Map(Array.from(aliases, ([k, v]) => [k.toLowerCase(), v])) + : aliases; + + // Sub-models + const subModels: SubModelType[] = []; + sections.subModelLines.forEach(({ text, line }, subIndex) => { + const sub = parseSubModel(text); + if (sub) { + subModels.push(sub); + } else { + issues.push({ + severity: "error", + source: "subModel", + index: subIndex, + line, + message: `Invalid sub-model definition: ${text}`, + }); + } + }); + + // Constraints + let lexer: PictConstraintsLexer | null = null; + if (sections.constraintText.trim()) { + lexer = new PictConstraintsLexer( + sections.constraintText, + false, + lexerAliases, + caseInsensitive, + sections.constraintStartLine, + ); + lexer.errors.forEach((err, constraintIndex) => { + if (err == null) return; + const line = lexer!.filterLines[constraintIndex] ?? sections.constraintStartLine; + issues.push({ + severity: "error", + source: "constraint", + index: constraintIndex, + line, + message: err, + }); + }); + } + + return { factors, aliases, negatives, weights, subModels, lexer, issues }; +} diff --git a/typescript/src/pict/subModels.ts b/typescript/src/pict/subModels.ts new file mode 100644 index 0000000..437e810 --- /dev/null +++ b/typescript/src/pict/subModels.ts @@ -0,0 +1,12 @@ +import type { SubModelType } from '../types'; + +// Parse sub-model line: { P1, P2, P3 } @ N +export const subModelPattern = /^\{\s*(.+?)\s*\}\s*@\s*(\d+)\s*$/; + +export function parseSubModel(line: string): SubModelType | null { + const match = line.match(subModelPattern); + if (!match) return null; + const fields = match[1].split(',').map(k => k.trim()).filter(k => k !== ''); + const strength = parseInt(match[2], 10); + return { fields, strength }; +} diff --git a/typescript/src/pict/types.ts b/typescript/src/pict/types.ts new file mode 100644 index 0000000..fe3baa4 --- /dev/null +++ b/typescript/src/pict/types.ts @@ -0,0 +1,31 @@ +export type PictFactorsType = { [key: string]: (string | number)[] }; + +/** A source line tagged with its 1-based line number in the original input. */ +export interface SourceLine { + text: string; + line: number; // 1-based +} + +export type IssueSeverity = "error" | "warning"; +export type IssueSource = "factor" | "subModel" | "constraint"; + +export interface PictModelIssue { + severity: IssueSeverity; + source: IssueSource; + index: number; // 0-based index within the source + line: number; // 1-based line number in the original input + message: string; +} + +export class PictModelError extends Error { + public readonly issues: PictModelIssue[]; + constructor(issues: PictModelIssue[]) { + const errs = issues.filter(i => i.severity === "error"); + const summary = errs + .map(i => ` [${i.source}#${i.index} line ${i.line}] ${i.message}`) + .join("\n"); + super(`PictModel has ${errs.length} error(s):\n${summary}`); + this.name = "PictModelError"; + this.issues = issues; + } +} diff --git a/typescript/src/pict/weights.ts b/typescript/src/pict/weights.ts new file mode 100644 index 0000000..fce4d34 --- /dev/null +++ b/typescript/src/pict/weights.ts @@ -0,0 +1,32 @@ +import type { PictFactorsType } from './types'; + +/** + * Convert value-keyed weights to index-keyed weights for use with `OptionsType.weights`. + * Useful when you want to specify weights by value rather than by index position. + * + * @example + * weightsByValue( + * { Browser: ["Chrome", "Firefox", "Safari"] }, + * { Browser: { Chrome: 10, Safari: 5 } }, + * ) + * // β†’ { Browser: { 0: 10, 2: 5 } } + */ +export function weightsByValue( + factors: T, + valueWeights: { [factorKey: string]: { [value: string]: number } }, +): { [factorKey: string]: { [index: number]: number } } { + const result: { [factorKey: string]: { [index: number]: number } } = {}; + for (const [key, vw] of Object.entries(valueWeights)) { + const values = factors[key]; + if (!values) continue; + const indexWeights: { [index: number]: number } = {}; + for (const [valueStr, weight] of Object.entries(vw)) { + const idx = values.findIndex(v => String(v) === valueStr); + if (idx >= 0) indexWeights[idx] = weight; + } + if (Object.keys(indexWeights).length > 0) { + result[key] = indexWeights; + } + } + return result; +} diff --git a/typescript/src/shortcuts/index.ts b/typescript/src/shortcuts/index.ts new file mode 100644 index 0000000..fe29cca --- /dev/null +++ b/typescript/src/shortcuts/index.ts @@ -0,0 +1,154 @@ +import type { + Expression, + Operand, + ArithmeticExpression, + ArrayObjectType, +} from '../types'; + +type ArithOp = 'add' | 'sub' | 'mul' | 'div' | 'mod' | 'pow'; +type CompOp = 'eq' | 'ne' | 'gt' | 'lt' | 'gte' | 'lte'; + +/** A field reference or arithmetic expression (resolves to an Operand). */ +type FieldOrExpr = `$${string & keyof T}` | ArithmeticExpression; + +/** A literal value (preserves template literal autocomplete via `string & {}`). */ +type Literal = (string & {}) | number | boolean | null; + +/** Wrapper to force a value to be treated as a literal, not a field reference. */ +type ValWrapper = { __val: true; value: any }; + +/** Right-hand operand: field reference, expression, literal, or val-wrapped. */ +type RightOperand = FieldOrExpr | Literal | ValWrapper; + +function resolveOperand(x: RightOperand): { operand: Operand } | { value: any } { + if (typeof x === 'object' && x !== null) { + if ('__val' in x) return { value: (x as ValWrapper).value }; + if ('operator' in x) return { operand: x as ArithmeticExpression }; + } + if (typeof x === 'string' && x.startsWith('$')) { + return { operand: x.slice(1) }; + } + return { value: x }; +} + +function buildComparison(operator: CompOp, left: FieldOrExpr, right: any): Expression { + const l = resolveOperand(left); + const r = resolveOperand(right); + const leftOp = 'operand' in l ? l.operand : l.value; + if ('operand' in r) { + return { operator, left: leftOp, right: r.operand } as Expression; + } + return { operator, left: leftOp, value: r.value } as Expression; +} + +function buildArithmetic(operator: ArithOp, left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + const l = resolveOperand(left); + const r = resolveOperand(right); + const leftOp = 'operand' in l ? l.operand : l.value; + if ('operand' in r) { + return { operator, left: leftOp, right: r.operand }; + } + return { operator, left: leftOp, value: r.value }; +} + +function foldArithmetic(operator: ArithOp, args: (FieldOrExpr | RightOperand)[]): ArithmeticExpression { + let acc = buildArithmetic(operator, args[0], args[1]); + for (let i = 2; i < args.length; i++) { + const r = resolveOperand(args[i]); + if ('operand' in r) { + acc = { operator, left: acc, right: r.operand }; + } else { + acc = { operator, left: acc, value: r.value }; + } + } + return acc; +} + +/** + * Constraint builder with `$`-prefixed field references and type-safe + * autocompletion via template literal types. + * + * ```typescript + * const c = new Constraint(); + * c.eq("$OS", "Mac") + * c.gt(c.mul("$Price", "$Qty"), 10000) + * c.sum("$A", "$B", "$C") + * ``` + */ +export class Constraint = ArrayObjectType> { + // -- comparison -- + eq(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('eq', left, right); + } + ne(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('ne', left, right); + } + gt(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('gt', left, right); + } + lt(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('lt', left, right); + } + gte(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('gte', left, right); + } + lte(left: FieldOrExpr, right: FieldOrExpr | RightOperand): Expression { + return buildComparison('lte', left, right); + } + in(left: FieldOrExpr, values: any[]): Expression { + const l = resolveOperand(left); + const leftOp = 'operand' in l ? l.operand : l.value; + return { operator: 'in', left: leftOp, values } as Expression; + } + + // -- logical -- + and(...conditions: Expression[]): Expression { + return { operator: 'and', conditions }; + } + or(...conditions: Expression[]): Expression { + return { operator: 'or', conditions }; + } + not(condition: Expression): Expression { + return { operator: 'not', condition }; + } + + // -- binary arithmetic -- + add(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('add', left, right); + } + sub(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('sub', left, right); + } + mul(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('mul', left, right); + } + div(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('div', left, right); + } + mod(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('mod', left, right); + } + pow(left: FieldOrExpr | RightOperand, right: FieldOrExpr | RightOperand): ArithmeticExpression { + return buildArithmetic('pow', left, right); + } + + // -- variadic arithmetic -- + sum(...args: (FieldOrExpr | RightOperand)[]): ArithmeticExpression { + if (args.length < 2) throw new Error('sum() requires at least 2 arguments'); + return foldArithmetic('add', args); + } + product(...args: (FieldOrExpr | RightOperand)[]): ArithmeticExpression { + if (args.length < 2) throw new Error('product() requires at least 2 arguments'); + return foldArithmetic('mul', args); + } + + // -- fn -- + fn(requires: (string & keyof T)[], evaluate: (row: { [K in keyof T]: any }) => boolean): Expression { + return { operator: 'fn', requires, evaluate } as Expression; + } + + // -- literal -- + val(value: any): ValWrapper { + return { __val: true, value }; + } +} diff --git a/typescript/src/sorters/hash.ts b/typescript/src/sorters/hash.ts index 39228e1..5ffe91e 100644 --- a/typescript/src/sorters/hash.ts +++ b/typescript/src/sorters/hash.ts @@ -1,5 +1,5 @@ -import {md5} from '../utils'; -import { +import {fnv1a32} from '../lib'; +import type { PairType, SortArgsType, } from '../types'; @@ -8,11 +8,11 @@ export default function ( pairs: PairType[], sortArgs: SortArgsType, ): PairType[] { - const {seed, indices} = sortArgs; + const {salt, indices} = sortArgs; const comparer = (a: PairType, b: PairType) => { - const aKey = `${a.map((n) => indices.get(n) as number)} ${seed}`; - const bKey = `${b.map((n) => indices.get(n) as number)} ${seed}`; - return md5(aKey) > md5(bKey) ? 1 : -1; + const aKey = `${a.map((n) => indices.get(n) as number)} ${salt}`; + const bKey = `${b.map((n) => indices.get(n) as number)} ${salt}`; + return fnv1a32(aKey) > fnv1a32(bKey) ? 1 : -1; } return pairs.sort(comparer); }; diff --git a/typescript/src/sorters/index.ts b/typescript/src/sorters/index.ts deleted file mode 100644 index 31e8ed9..0000000 --- a/typescript/src/sorters/index.ts +++ /dev/null @@ -1,3 +0,0 @@ - -export {default as random} from './random'; -export {default as hash} from './hash'; diff --git a/typescript/src/sorters/random.ts b/typescript/src/sorters/random.ts index 82c17e6..b43c453 100644 --- a/typescript/src/sorters/random.ts +++ b/typescript/src/sorters/random.ts @@ -1,4 +1,4 @@ -import {PairType, SortArgsType} from '../types'; +import type {PairType, SortArgsType} from '../types'; const comparer = (a: any, b: any) => { return Math.random() > 0.5 ? 1 : -1; diff --git a/typescript/src/types.ts b/typescript/src/types.ts index 787f31f..81f10c8 100644 --- a/typescript/src/types.ts +++ b/typescript/src/types.ts @@ -1,36 +1,34 @@ -export type Scalar = number | string; -export type Dict = { [s: string]: any }; -export type List = { [index: number]: any[] }; +import type { Controller } from "./controller"; -export type SerialsType = Map; -export type ParentsType = Map; -export type IndicesType = Map; +export type ScalarType = number | string; +export type DictType = { [s: string]: any }; +export type ListType = { [index: number]: any[] }; -export type MappingTypes = { - serials: SerialsType; - parents: ParentsType; - indices: IndicesType; -}; +export type SerialsType = Map; +export type ParentsType = Map; +export type IndicesType = Map; -export type FilterType = (row: { +export type FilterRowType = { [key: string]: any; [index: number]: any; -}) => boolean; +} -export type PairType = number[]; +export type ArrayTupleType = any[][]; +export type ArrayObjectType = { [s: string]: any[] }; +export type FactorsType = ArrayTupleType | ArrayObjectType; -export type IncompletedType = Map; +export type SuggestRowType = T extends ArrayTupleType + ? T[number][number][] + : T extends ArrayObjectType ? { [K in keyof T]: T[K][number] } + : unknown; +export type PairType = number[]; -export type CandidateType = [Scalar, number][]; +export type PairByKeyType = Map; -export interface RowType { - size: number; - isArray: Boolean; - filled: () => Boolean; - values: () => IterableIterator; - storable: (candidate: CandidateType) => number | null; -}; +export type CandidateType = [ScalarType, number][]; + +export interface RowType {}; export type SorterType = ( pairs: PairType[], @@ -38,32 +36,132 @@ export type SorterType = ( ) => PairType[]; export interface SortArgsType { - seed: Scalar; + salt: ScalarType; indices: IndicesType; }; export interface CriterionArgsType { row: RowType; parents: ParentsType; - length: number; + strength: number; tolerance: number; }; -export interface OptionsType { - length?: number; - sorter?: SorterType; - criterion?: (incompleted: IncompletedType, options: CriterionArgsType) => IterableIterator; - seed?: Scalar; - tolerance?: number; - preFilter?: FilterType; - postFilter?: FilterType; +export interface SubModelType { + fields: ScalarType[]; + strength: number; }; -export type ArrayTuple = any[][]; -export type ArrayObject = { [s: string]: any[] }; -export type FactorsType = ArrayTuple | ArrayObject; +export type WeightsType = { [factorKey: string]: { [index: number]: number } }; -export type SuggestRowType = T extends ArrayTuple - ? T[number][number][] - : T extends ArrayObject ? { [K in keyof T]: T[K][number] } - : unknown; +export type PresetRowType = { [key: string]: any; [index: number]: any }; + +// --------------------------------------------------------------------------- +// Declarative constraints +// --------------------------------------------------------------------------- + +/** + * An operand is either a field reference (string, supports dot notation + * like `"payment.method"`) or an arithmetic expression. + */ +export type Operand = string | ArithmeticExpression; + +/** + * Arithmetic expressions compute a value from two operands. + * Both `left` and `right` can be field references or nested expressions. + * When `right` is omitted, `value` provides a literal operand. + */ +export type ArithmeticExpression = + | { operator: 'add' | 'sub' | 'mul' | 'div' | 'mod' | 'pow'; left: Operand; right: Operand } + | { operator: 'add' | 'sub' | 'mul' | 'div' | 'mod' | 'pow'; left: Operand; value: any }; + +/** + * A comparison condition. `left` is the first operand (field reference or + * expression). The second operand is either `right` (another field/expression) + * or `value` (a literal). For `in`, use `values` (an array of literals). + */ +export type ComparisonExpression = + | { operator: 'eq'; left: Operand; value: any } + | { operator: 'eq'; left: Operand; right: Operand } + | { operator: 'ne'; left: Operand; value: any } + | { operator: 'ne'; left: Operand; right: Operand } + | { operator: 'gt'; left: Operand; value: any } + | { operator: 'gt'; left: Operand; right: Operand } + | { operator: 'lt'; left: Operand; value: any } + | { operator: 'lt'; left: Operand; right: Operand } + | { operator: 'gte'; left: Operand; value: any } + | { operator: 'gte'; left: Operand; right: Operand } + | { operator: 'lte'; left: Operand; value: any } + | { operator: 'lte'; left: Operand; right: Operand } + | { operator: 'in'; left: Operand; values: any[] }; + +export type LogicalExpression = + | { operator: 'not'; condition: Expression } + | { operator: 'and'; conditions: Expression[] } + | { operator: 'or'; conditions: Expression[] }; + +/** + * Escape hatch for constraints that cannot be expressed declaratively. + * The engine cannot perform three-valued reasoning on these β€” when a + * dependency key is missing the condition is treated as `null`. + * Provide `requires` so the engine knows when it is safe to call `evaluate`. + */ +export type FnExpression = { + operator: 'fn'; + requires: string[]; + evaluate: (row: { [key: string]: any }) => boolean; +}; + +export type Expression = ComparisonExpression | LogicalExpression | FnExpression; + +/** + * Custom comparison functions. Each key matches a comparison operator name. + * When provided, the corresponding function is called instead of the default + * JS comparison. The function receives two resolved (non-undefined) values + * and must return a boolean. + * + * The `in` comparer receives the field value and the values array. + * + * `undefined` values (= field not yet set in the row) are **never** passed + * to a comparer β€” the engine returns `null` before reaching the + * comparer in that case. + */ +export interface Comparer { + eq?: (a: any, b: any) => boolean; + ne?: (a: any, b: any) => boolean; + gt?: (a: any, b: any) => boolean; + lt?: (a: any, b: any) => boolean; + gte?: (a: any, b: any) => boolean; + lte?: (a: any, b: any) => boolean; + in?: (value: any, values: Set) => boolean; +} + +// --------------------------------------------------------------------------- +// Options +// --------------------------------------------------------------------------- + +export interface OptionsType { + strength?: number; + subModels?: SubModelType[]; + weights?: WeightsType; + presets?: PresetRowType[]; + sorter?: SorterType; + criterion?: (ctrl: Controller) => IterableIterator; + salt?: ScalarType; + tolerance?: number; + /** + * Declarative constraints. Each entry is a `Condition` tree that the + * generator evaluates under Kleene three-valued logic: when a referenced + * field is not yet present in the row the result is `null` (deferred) + * rather than `false`, so the generator can prune early without + * discarding viable combinations. + * + * The top-level array is an implicit AND: every condition must be + * satisfied for a row to be accepted. + */ + constraints?: Expression[]; + /** + * Custom comparison functions. See `Comparer` for details. + */ + comparer?: Comparer; +}; diff --git a/typescript/tmp/find_best_seed.ts b/typescript/tmp/find_best_seed.ts new file mode 100644 index 0000000..67e5c32 --- /dev/null +++ b/typescript/tmp/find_best_seed.ts @@ -0,0 +1,36 @@ +import make from '../src/index'; +import { range } from '../src/lib'; + +// 10 factors, each with 20 levels = 10^20 combinations +const factors: string[][] = []; +for (let i = 0; i < 10; i++) { + factors.push(range(0, 20).map((j: number) => `f${i}_${j}`)); +} + +let minRows = Infinity; +let bestSeed = 0; +const results: [number, number][] = []; + +for (let seed = 1; seed <= 200; seed++) { + const rows = make(factors, { seed }); + const count = rows.length; + results.push([seed, count]); + if (count < minRows) { + minRows = count; + bestSeed = seed; + } + if (seed % 20 === 0) { + console.log(`seed ${seed}: ${count} rows (best so far: seed=${bestSeed}, rows=${minRows})`); + } +} + +console.log(`\n=== RESULT ===`); +console.log(`Best seed: ${bestSeed}`); +console.log(`Min rows: ${minRows}`); + +// Show top 10 best seeds +results.sort((a, b) => a[1] - b[1]); +console.log(`\nTop 10 seeds:`); +for (let i = 0; i < 10; i++) { + console.log(` seed=${results[i][0]}, rows=${results[i][1]}`); +} diff --git a/typescript/tsconfig.json b/typescript/tsconfig.json index 8bf419f..db40473 100644 --- a/typescript/tsconfig.json +++ b/typescript/tsconfig.json @@ -1,63 +1,19 @@ { "compilerOptions": { - /* Basic Options */ - // "incremental": true, /* Enable incremental compilation */ - "target": "es6", /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */ - "module": "commonjs", /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */ - "lib": ["es2017", "dom"], /* Specify library files to be included in the compilation. */ - // "allowJs": true, /* Allow javascript files to be compiled. */ - // "checkJs": true, /* Report errors in .js files. */ - // "jsx": "preserve", /* Specify JSX code generation: 'preserve', 'react-native', or 'react'. */ - "declaration": true, /* Generates corresponding '.d.ts' file. */ - // "declarationMap": true, /* Generates a sourcemap for each corresponding '.d.ts' file. */ - "sourceMap": true, /* Generates corresponding '.map' file. */ - // "outFile": "./", /* Concatenate and emit output to single file. */ - "outDir": "./dist/", /* Redirect output structure to the directory. */ - "rootDir": "./src/", /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */ - // "composite": true, /* Enable project compilation */ - // "tsBuildInfoFile": "./", /* Specify file to store incremental compilation information */ - // "removeComments": true, /* Do not emit comments to output. */ - // "noEmit": true, /* Do not emit outputs. */ - // "importHelpers": true, /* Import emit helpers from 'tslib'. */ - // "downlevelIteration": true, /* Provide full support for iterables in 'for-of', spread, and destructuring when targeting 'ES5' or 'ES3'. */ - // "isolatedModules": true, /* Transpile each file as a separate module (similar to 'ts.transpileModule'). */ - - /* Strict Type-Checking Options */ - "strict": true, /* Enable all strict type-checking options. */ - // "noImplicitAny": true, /* Raise error on expressions and declarations with an implied 'any' type. */ - // "strictNullChecks": true, /* Enable strict null checks. */ - // "strictFunctionTypes": true, /* Enable strict checking of function types. */ - // "strictBindCallApply": true, /* Enable strict 'bind', 'call', and 'apply' methods on functions. */ - // "strictPropertyInitialization": true, /* Enable strict checking of property initialization in classes. */ - // "noImplicitThis": true, /* Raise error on 'this' expressions with an implied 'any' type. */ - // "alwaysStrict": true, /* Parse in strict mode and emit "use strict" for each source file. */ - - /* Additional Checks */ - // "noUnusedLocals": true, /* Report errors on unused locals. */ - // "noUnusedParameters": true, /* Report errors on unused parameters. */ - // "noImplicitReturns": true, /* Report error when not all code paths in function return a value. */ - // "noFallthroughCasesInSwitch": true, /* Report errors for fallthrough cases in switch statement. */ - - /* Module Resolution Options */ - // "moduleResolution": "node", /* Specify module resolution strategy: 'node' (Node.js) or 'classic' (TypeScript pre-1.6). */ - // "baseUrl": "./", /* Base directory to resolve non-absolute module names. */ - // "paths": {}, /* A series of entries which re-map imports to lookup locations relative to the 'baseUrl'. */ - //"rootDirs": ["src", "__tests__"], /* List of root folders whose combined content represents the structure of the project at runtime. */ - // "typeRoots": [], /* List of folders to include type definitions from. */ - // "types": [], /* Type declaration files to be included in compilation. */ - // "allowSyntheticDefaultImports": true, /* Allow default imports from modules with no default export. This does not affect code emit, just typechecking. */ - "esModuleInterop": true /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */ - // "preserveSymlinks": true, /* Do not resolve the real path of symlinks. */ - // "allowUmdGlobalAccess": true, /* Allow accessing UMD globals from modules. */ - - /* Source Map Options */ - // "sourceRoot": "", /* Specify the location where debugger should locate TypeScript files instead of source locations. */ - // "mapRoot": "", /* Specify the location where debugger should locate map files instead of generated locations. */ - // "inlineSourceMap": true, /* Emit a single file with source maps instead of having a separate file. */ - // "inlineSources": true, /* Emit the source alongside the sourcemaps within a single file; requires '--inlineSourceMap' or '--sourceMap' to be set. */ - - /* Experimental Options */ - // "experimentalDecorators": true, /* Enables experimental support for ES7 decorators. */ - // "emitDecoratorMetadata": true, /* Enables experimental support for emitting type metadata for decorators. */ - } + "target": "ES2020", + "module": "ESNext", + "moduleResolution": "bundler", + "types": ["node", "jest"], + "lib": ["ES2020"], + "declaration": true, + "declarationDir": "./dist", + "sourceMap": true, + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true + }, + "include": ["src"], + "exclude": ["src/_bench.ts", "src/tmp", "node_modules", "dist"] } diff --git a/typescript/tsconfig.test.json b/typescript/tsconfig.test.json new file mode 100644 index 0000000..1d3c0ea --- /dev/null +++ b/typescript/tsconfig.test.json @@ -0,0 +1,8 @@ +{ + "extends": "./tsconfig.json", + "compilerOptions": { + "rootDir": "." + }, + "include": ["src"], + "exclude": ["src/_bench.ts", "src/tmp", "node_modules", "dist"] +} diff --git a/typescript/tslint.json b/typescript/tslint.json deleted file mode 100644 index ca0141e..0000000 --- a/typescript/tslint.json +++ /dev/null @@ -1,98 +0,0 @@ -{ - "extends": [ - "tslint:all", - "tslint-config-prettier", - "tslint-plugin-prettier" - ], - "rules": { - "prettier": true, - "semicolon": true, - - "cyclomatic-complexity": false, - "increment-decrement": false, - "newline-before-return": false, - "no-parameter-properties": false, - "no-parameter-reassignment": false, - "no-unused-variable": false, - "typedef": false, - "unnecessary-else": false, - - "comment-format": { - "options": [ - "check-space" - ] - }, - "member-access": true, - "only-arrow-functions": { - "options": [ - "allow-declarations", - "allow-named-functions" - ] - }, - - "completed-docs": false, - "no-any": false, - "no-magic-numbers": false, - "no-non-null-assertion": false, - "no-null-keyword": false, - "no-require-imports": false, - "no-unbound-method": false, - "no-unnecessary-qualifier": false, - "no-use-before-declare": false, - "no-void-expression": false, - "prefer-function-over-method": false, - "strict-comparisons": false, - "strict-type-predicates": false, - "triple-equals": { - "options": [ - "allow-undefined-check" - ] - }, - - "ban": { - "options": [ - [ - "describe", - "only" - ], - [ - "it", - "only" - ] - ] - }, - "interface-name": false, - "file-header": { - "options": [ - "Copyright \\d{4} Palantir Technologies, Inc." - ] - }, - "max-classes-per-file": false, - "member-ordering": { - "options": { - "order": "statics-first" - } - }, - "no-console": { - "options": [ - "log" - ] - }, - "no-switch-case-fall-through": true, - "strict-boolean-expressions": { - "options": [ - "allow-boolean-or-undefined" - ] - }, - "switch-default": false, - "variable-name": { - "options": [ - "ban-keywords", - "check-format", - "allow-leading-underscore", - "allow-pascal-case" - ] - }, - "linebreak-style": false - } -} \ No newline at end of file diff --git a/typescript/vite.config.ts b/typescript/vite.config.ts new file mode 100644 index 0000000..30a2d95 --- /dev/null +++ b/typescript/vite.config.ts @@ -0,0 +1,21 @@ +import { resolve } from 'path'; +import { defineConfig } from 'vite'; +import dts from 'vite-plugin-dts'; + +export default defineConfig({ + build: { + lib: { + entry: { + index: resolve(__dirname, 'src/index.ts'), + pict: resolve(__dirname, 'src/pict/index.ts'), + shortcuts: resolve(__dirname, 'src/shortcuts/index.ts'), + }, + formats: ['es', 'cjs'], + }, + outDir: 'dist', + emptyOutDir: true, + }, + plugins: [ + dts({ rollupTypes: true }), + ], +});