diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index 99f465dc..27cfbc62 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -8,15 +8,24 @@ # IMPORTANT NOTE: in order to actually get pinged, commit access is required. # This also holds true for GitHub teams. -# This file -/.github/CODEOWNERS @quinn-dougherty +# Rescript +*.res @OAGr @quinn-dougherty +*.resi @OAGr @quinn-dougherty -# Any rescript code -*.res @Hazelfire @OAGr @quinn-dougherty - -# Any typescript code +# Typescript *.tsx @Hazelfire @OAGr +*.ts @Hazelfire @OAGr + +# Javascript +*.js @Hazelfire @OAGr # Any opsy files -*.json @quinn-dougherty @Hazelfire -*.y*ml @quinn-dougherty +.github/** @quinn-dougherty @OAGr +*.json @quinn-dougherty @Hazelfire @OAGr +*.y*ml @quinn-dougherty @OAGr +*.config.js @Hazelfire @OAGr +netlify.toml @quinn-dougherty @OAGr @Hazelfire + +# Documentation +*.md @quinn-dougherty @OAGr @Hazelfire +*.mdx @quinn-dougherty @OAGr @Hazelfire diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml new file mode 100644 index 00000000..c380d369 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -0,0 +1,5 @@ +blank_issues_enabled: true +contact_links: + - name: Ideas and feature requests - Squiggle Discussions on GitHub + url: https://github.com/quantified-uncertainty/squiggle/discussions + about: Please propose and discuss new features here. Remember to search for your idea before posting a new topic! Where would you like to see Squiggle go over the next few months, several months, or few years? diff --git a/.github/ISSUE_TEMPLATE/developer-bug.md b/.github/ISSUE_TEMPLATE/developer-bug.md deleted file mode 100644 index 5c4ccb54..00000000 --- a/.github/ISSUE_TEMPLATE/developer-bug.md +++ /dev/null @@ -1,14 +0,0 @@ ---- -name: Developer friction when contributing to Squiggle -about: Did your yarn scripts fail? Did the CI diverge from a README? Have a testing-related task? Etc. -labels: 'ops & testing' ---- -# Description: - - -# The OS and version, yarn version, etc. in which this came up -_delete this section if testing task_ - -# Desired behavior - - diff --git a/.github/ISSUE_TEMPLATE/future.md b/.github/ISSUE_TEMPLATE/future.md deleted file mode 100644 index 517892ec..00000000 --- a/.github/ISSUE_TEMPLATE/future.md +++ /dev/null @@ -1,7 +0,0 @@ ---- -name: Idea or feature request -about: Where would you like to see Squiggle go over the next few months, several months, or few years? ---- -# Description - - diff --git a/.github/ISSUE_TEMPLATE/ops-testing.md b/.github/ISSUE_TEMPLATE/ops-testing.md new file mode 100644 index 00000000..96ca08f3 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/ops-testing.md @@ -0,0 +1,13 @@ +--- +name: Operations and testing +about: Have a testing-related task? Developer friction when contributing to squiggle? Etc. +labels: "ops & testing" +--- + +# Description: + +# The OS and version, yarn version, etc. in which this came up + + + +# Desired behavior diff --git a/.github/ISSUE_TEMPLATE/pl.md b/.github/ISSUE_TEMPLATE/pl.md index ab4161a1..1e2bf0f8 100644 --- a/.github/ISSUE_TEMPLATE/pl.md +++ b/.github/ISSUE_TEMPLATE/pl.md @@ -1,14 +1,13 @@ --- -name: Regarding the programming language -about: Interpreter, parser, syntax, semantics, and including distributions -labels: 'programming language' +name: Regarding the programming language (the `squiggle-lang` package) +about: Anything concerning distributions/numerics, as well as the interpreter, parser, syntax, semantics +labels: "programming language" --- - -- _ Is refactor -- _ Is new feature -- _ Concerns documentation + + + +- \_ Is refactor +- \_ Is new feature +- \_ Concerns documentation # Description of suggestion or shortcoming: - - - diff --git a/.github/ISSUE_TEMPLATE/user-bug.md b/.github/ISSUE_TEMPLATE/user-bug.md index ca30abbe..bf7b072d 100644 --- a/.github/ISSUE_TEMPLATE/user-bug.md +++ b/.github/ISSUE_TEMPLATE/user-bug.md @@ -1,18 +1,17 @@ --- name: Bug reports for Squiggle users -about: Rendering oddly, trouble with the playground, something like this? -labels: 'bug' +about: Rendering oddly? Is there a mathematical correctness problem? +labels: "bug" --- + # Description: - # Steps to reproduce: + 1. 2. 3. # Expected behavior: - # What I got instead: - diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 4a06d4af..000d73ec 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -9,19 +9,3 @@ updates: directory: "/" # Location of package manifests schedule: interval: "daily" - - package-ecosystem: "npm" # See documentation for possible values - directory: "/packages/squiggle-lang" # Location of package manifests - schedule: - interval: "daily" - - package-ecosystem: "npm" # See documentation for possible values - directory: "/packages/components" # Location of package manifests - schedule: - interval: "daily" - - package-ecosystem: "npm" # See documentation for possible values - directory: "/packages/website" # Location of package manifests - schedule: - interval: "daily" - - package-ecosystem: "npm" # See documentation for possible values - directory: "/packages/playground" # Location of package manifests - schedule: - interval: "daily" diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml deleted file mode 100644 index e139caeb..00000000 --- a/.github/workflows/ci.yaml +++ /dev/null @@ -1,92 +0,0 @@ -name: Squiggle packages check - -on: - push: # Delete this line if there becomes a scarcity of build minutes. - pull_request: - branches: - - master - - staging - -jobs: - - pre_check: - name: Precheck for skipping redundant jobs - runs-on: ubuntu-latest - outputs: - should_skip_lang: ${{ steps.skip_lang_check.outputs.should_skip }} - should_skip_components: ${{ steps.skip_components_check.outputs.should_skip }} - should_skip_website: ${{ steps.skip_website_check.outputs.should_skip }} - steps: - - id: skip_lang_check - name: Check if the changes are about squiggle-lang src files - uses: fkirc/skip-duplicate-actions@master - with: - paths: '["packages/squiggle-lang/**"]' - - id: skip_components_check - name: Check if the changes are about components src files - uses: fkirc/skip-duplicate-actions@master - with: - paths: '["packages/components/**"]' - - id: skip_website_check - name: Check if the changes are about website src files - uses: fkirc/skip-duplicate-actions@master - with: - paths: '["packages/website/**"]' - - lang-build-test: - name: Language build and test - runs-on: ubuntu-latest - needs: pre_check - if: ${{ needs.pre_check.outputs.should_skip_lang != 'true' }} - defaults: - run: - shell: bash - working-directory: packages/squiggle-lang - steps: - - uses: actions/checkout@v2 - - name: Install dependencies from monorepo level - run: cd ../../ && yarn - - name: Build rescript codebase - run: yarn build - - name: Run tests - run: yarn test - - name: Run webpack - run: yarn bundle - - components-build-test: - name: Components build and test - runs-on: ubuntu-latest - needs: [pre_check] - if: ${{ needs.pre_check.outputs.should_skip_components != 'true' }} - defaults: - run: - shell: bash - working-directory: packages/components - steps: - - uses: actions/checkout@v2 - - name: Install dependencies from monorepo level - run: cd ../../ && yarn - - name: Build rescript codebase in squiggle-lang - run: cd ../squiggle-lang && yarn build - - name: Run webpack - run: yarn bundle - - name: Build storybook - run: yarn build - - website-build: - name: Website build - runs-on: ubuntu-latest - needs: pre_check - if: ${{ needs.pre_check.outputs.should_skip_website != 'true' }} - defaults: - run: - shell: bash - working-directory: packages/website - steps: - - uses: actions/checkout@v2 - - name: Install dependencies from monorepo level - run: cd ../../ && yarn - - name: Build rescript in squiggle-lang - run: cd ../squiggle-lang && yarn build - - name: Build website assets - run: yarn build diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 00000000..1160c2db --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,151 @@ +name: Squiggle packages check + +on: + push: + branches: + - master + - develop + pull_request: + branches: + - master + - develop + +jobs: + pre_check: + name: Precheck for skipping redundant jobs + runs-on: ubuntu-latest + outputs: + should_skip_lang: ${{ steps.skip_lang_check.outputs.should_skip }} + should_skip_components: ${{ steps.skip_components_check.outputs.should_skip }} + should_skip_website: ${{ steps.skip_website_check.outputs.should_skip }} + steps: + - id: skip_lang_check + name: Check if the changes are about squiggle-lang src files + uses: fkirc/skip-duplicate-actions@v3.4.1 + with: + paths: '["packages/squiggle-lang/**"]' + - id: skip_components_check + name: Check if the changes are about components src files + uses: fkirc/skip-duplicate-actions@v3.4.1 + with: + paths: '["packages/components/**"]' + - id: skip_website_check + name: Check if the changes are about website src files + uses: fkirc/skip-duplicate-actions@v3.4.1 + with: + paths: '["packages/website/**"]' + + lang-lint: + name: Language lint + runs-on: ubuntu-latest + needs: pre_check + if: ${{ needs.pre_check.outputs.should_skip_lang != 'true' }} + defaults: + run: + shell: bash + working-directory: packages/squiggle-lang + steps: + - uses: actions/checkout@v2 + - name: Install Dependencies + run: cd ../../ && yarn + - name: Check rescript lint + run: yarn lint:rescript + - name: Check javascript, typescript, and markdown lint + uses: creyD/prettier_action@v4.2 + with: + dry: true + prettier_options: --check packages/squiggle-lang + + lang-build-test-bundle: + name: Language build, test, and bundle + runs-on: ubuntu-latest + needs: pre_check + if: ${{ needs.pre_check.outputs.should_skip_lang != 'true' }} + defaults: + run: + shell: bash + working-directory: packages/squiggle-lang + steps: + - uses: actions/checkout@v2 + - name: Install dependencies from monorepo level + run: cd ../../ && yarn + - name: Build rescript codebase + run: yarn build + - name: Run tests + run: yarn test + - name: Run webpack + run: yarn bundle + - name: Upload coverage report + run: yarn coverage:ci + + components-lint: + name: Components lint + runs-on: ubuntu-latest + needs: pre_check + if: ${{ needs.pre_check.outputs.should_skip_components != 'true' }} + defaults: + run: + shell: bash + working-directory: packages/components + steps: + - uses: actions/checkout@v2 + - name: Check javascript, typescript, and markdown lint + uses: creyD/prettier_action@v4.2 + with: + dry: true + prettier_options: --check packages/components + + components-bundle-build: + name: Components bundle and build + runs-on: ubuntu-latest + needs: pre_check + if: ${{ (needs.pre_check.outputs.should_skip_components != 'true') || (needs.pre_check.outputs.should_skip_lang != 'true') }} + defaults: + run: + shell: bash + working-directory: packages/components + steps: + - uses: actions/checkout@v2 + - name: Install dependencies from monorepo level + run: cd ../../ && yarn + - name: Build rescript codebase in squiggle-lang + run: cd ../squiggle-lang && yarn build + - name: Run webpack + run: yarn bundle + - name: Build storybook + run: yarn build + + website-lint: + name: Website lint + runs-on: ubuntu-latest + needs: pre_check + if: ${{ needs.pre_check.outputs.should_skip_website != 'true' }} + defaults: + run: + shell: bash + working-directory: packages/website + steps: + - uses: actions/checkout@v2 + - name: Check javascript, typescript, and markdown lint + uses: creyD/prettier_action@v4.2 + with: + dry: true + prettier_options: --check packages/website + + website-build: + name: Website build + runs-on: ubuntu-latest + needs: pre_check + if: ${{ (needs.pre_check.outputs.should_skip_website != 'true') || (needs.pre_check.outputs.should_skip_lang != 'true') || (needs.pre_check.outputs.should_skip_components != 'true') }} + defaults: + run: + shell: bash + working-directory: packages/website + steps: + - uses: actions/checkout@v2 + - name: Install dependencies from monorepo level + run: cd ../../ && yarn + - name: Build rescript in squiggle-lang + run: cd ../squiggle-lang && yarn build + - name: Build website assets + run: yarn build diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index 67007416..c7750177 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -13,16 +13,20 @@ name: "CodeQL" on: push: - branches: - - master - - staging + branches: + - master + - production + - staging + - develop pull_request: # The branches below must be a subset of the branches above - branches: - - master - - staging + branches: + - master + - production + - staging + - develop schedule: - - cron: '42 19 * * 0' + - cron: "42 19 * * 0" jobs: analyze: @@ -36,39 +40,42 @@ jobs: strategy: fail-fast: false matrix: - language: [ 'javascript' ] + language: ["javascript"] # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ] # Learn more about CodeQL language support at https://git.io/codeql-language-support steps: - - name: Checkout repository - uses: actions/checkout@v2 + - name: Checkout repository + uses: actions/checkout@v2 - # Initializes the CodeQL tools for scanning. - - name: Initialize CodeQL - uses: github/codeql-action/init@v1 - with: - languages: ${{ matrix.language }} - # If you wish to specify custom queries, you can do so here or in a config file. - # By default, queries listed here will override any specified in a config file. - # Prefix the list here with "+" to use these queries and those in the config file. - # queries: ./path/to/local/query, your-org/your-repo/queries@main + # Initializes the CodeQL tools for scanning. + - name: Initialize CodeQL + uses: github/codeql-action/init@v1 + with: + languages: ${{ matrix.language }} + # If you wish to specify custom queries, you can do so here or in a config file. + # By default, queries listed here will override any specified in a config file. + # Prefix the list here with "+" to use these queries and those in the config file. + # queries: ./path/to/local/query, your-org/your-repo/queries@main - # Autobuild attempts to build any compiled languages (C/C++, C#, or Java). - # If this step fails, then you should remove it and run the build manually (see below) - - name: Autobuild - uses: github/codeql-action/autobuild@v1 + # Autobuild attempts to build any compiled languages (C/C++, C#, or Java). + # If this step fails, then you should remove it and run the build manually (see below) + - name: Autobuild + uses: github/codeql-action/autobuild@v1 + - name: Install dependencies + run: yarn + - name: Build rescript + run: cd packages/squiggle-lang && yarn build + # ℹī¸ Command-line programs to run using the OS shell. + # 📚 https://git.io/JvXDl - # ℹī¸ Command-line programs to run using the OS shell. - # 📚 https://git.io/JvXDl + # ✏ī¸ If the Autobuild fails above, remove it and uncomment the following three lines + # and modify them (or add more) to build your code if your project + # uses a compiled language - # ✏ī¸ If the Autobuild fails above, remove it and uncomment the following three lines - # and modify them (or add more) to build your code if your project - # uses a compiled language + #- run: | + # make bootstrap + # make release - #- run: | - # make bootstrap - # make release - - - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@v1 + - name: Perform CodeQL Analysis + uses: github/codeql-action/analyze@v1 diff --git a/.prettierignore b/.prettierignore new file mode 100644 index 00000000..175742ce --- /dev/null +++ b/.prettierignore @@ -0,0 +1,9 @@ +.direnv +*.bs.js +*.gen.tsx +packages/*/dist +packages/components/storybook-static +node_modules +packages/*/node_modules +packages/website/.docusaurus +packages/squiggle-lang/lib diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 3c17b1e7..f90fa60b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -2,9 +2,9 @@ _The current document was written quickly and not exhaustively, yet, it's unfini # Contributing to Squiggle -We welcome contributions from developers, especially people in react/typescript, rescript, and interpreters/parsers. We also are keen to hear issues filed by users! +We welcome contributions from developers, especially people in react/typescript, rescript, and interpreters/parsers. We also are keen to hear issues filed by users! -Squiggle is currently pre-alpha. +Squiggle is currently pre-alpha. # Quick links @@ -12,41 +12,130 @@ Squiggle is currently pre-alpha. - The team presently communicates via the **EA Forecasting and Epistemics** slack (channels `#squiggle` and `#squiggle-ops`), you can track down an invite by reaching out to Ozzie Gooen - [Squiggle documentation](https://www.squiggle-language.com/docs/Language) - [Rescript documentation](https://rescript-lang.org/docs/manual/latest/introduction) -- You can email `quinn@quantifieduncertainty.org` if you need assistance in onboarding or if you have questions +- You can email `quinn@quantifieduncertainty.org` if you need assistance in onboarding or if you have questions # Bug reports -Anyone (with a github account) can file an issue at any time. Please allow Quinn, Sam, and Ozzie to triage, but otherwise just follow the suggestions in the issue templates. +Anyone (with a github account) can file an issue at any time. Please allow Quinn, Sam, and Ozzie to triage, but otherwise just follow the suggestions in the issue templates. # Project structure -Squiggle is a **monorepo** with four **packages**. +Squiggle is a **monorepo** with four **packages**. + - **components** is where we improve reactive interfacing with Squiggle - **playground** is the site `playground.squiggle-language.com` -- **squiggle-lang** is where the magic happens: probability distributions, the interpreter, etc. +- **squiggle-lang** is where the magic happens: probability distributions, the interpreter, etc. - **website** is the site `squiggle-language.com` # Deployment ops -We use netlify, and it should only concern Quinn, Sam, and Ozzie. +We use netlify, and it should only concern Quinn, Sam, and Ozzie. # Development environment, building, testing, dev server -You need `yarn`. +You need `yarn`. -Being a monorepo, where packages are connected by dependency, it's important to follow `README.md`s closely. Each package has it's own `README.md`, which is where the bulk of information is. +Being a monorepo, where packages are connected by dependency, it's important to follow `README.md`s closely. Each package has it's own `README.md`, which is where the bulk of information is. -We aspire for `ci.yaml` and `README.md`s to be in one-to-one correspondence. +We aspire for `ci.yaml` and `README.md`s to be in one-to-one correspondence. ## If you're on NixOS -You'll need to run a command like this in order to get `yarn build` to run, especially in `packages/squiggle-lang`. +You'll need to run a command like this in order to get `yarn build` to run, especially in `packages/squiggle-lang`. + ```sh -patchelf --set-interpreter $(patchelf --print-interpreter $(which mkdir)) ./node_modules/gentype/gentype.exe +patchelf --set-interpreter $(patchelf --print-interpreter $(which mkdir)) ./node_modules/gentype/gentype.exe ``` See [here](https://github.com/NixOS/nixpkgs/issues/107375) # Pull request protocol -Please work against `staging` branch. **Do not** work against `master`. Please do not merge without approval from some subset of Quinn, Sam, and Ozzie; they will be auto-pinged. +Please work against `develop` branch. **Do not** work against `master`. + +- For rescript code: Quinn and Ozzie are reviewers +- For js or typescript code: Sam and Ozzie are reviewers +- For ops code (i.e. yaml, package.json): Quinn and Sam are reviewers + +Autopings are set up: if you are not autopinged, you are welcome to comment, but please do not use the formal review feature, send approvals, rejections, or merges. + +# Code Quality + +- Aim for at least 8/10\* quality in `/packages/squiggle-lang`, and 7/10 quality in `/packages/components`. +- If you submit a PR that is under a 7, for some reason, describe the reasoning for this in the PR. + +* This quality score is subjective. + +# Rescript Style + +**Use `->` instead of `|>`** +Note: Our codebase used to use `|>`, so there's a lot of that in the system. We'll gradually change it. + +**Use `x -> y -> z` instead of `let foo = y(x); let bar = z(foo)`** + +**Don't use anonymous functions with over three lines** +Bad: + +```rescript + foo + -> E.O.fmap(r => { + let a = 34; + let b = 35; + let c = 48; + r + a + b + c + } +``` + +Good: + +```rescript + let addingFn = (r => { + let a = 34; + let b = 35; + let c = 48; + r + a + b + c + } + foo -> addingFn +``` + +**Write out types for everything, even if there's an interface file** +We'll try this for one month (ending May 5, 2022), then revisit. + +**Use the Rescript optional default syntax** +Rescript is clever about function inputs. There's custom syntax for default and optional arguments. In the cases where this applies, use it. + +From https://rescript-lang.org/docs/manual/latest/function: + +```rescript +// radius can be omitted +let drawCircle = (~color, ~radius=?, ()) => { + setColor(color) + switch radius { + | None => startAt(1, 1) + | Some(r_) => startAt(r_, r_) + } +} +``` + +**Use named arguments** +If a function is called externally (in a different file), and has either: + +1. Two arguments of the same type +2. Three paramaters or more. + +**Module naming: Use x_y as module names** +For example: `Myname_Myproject_Add.res`. Rescript/Ocaml both require files to have unique names, so long names are needed to keep different parts separate from each other. + +See [this page](https://dev.to/yawaramin/a-modular-ocaml-project-structure-1ikd) for more information. (Though note that they use two underscores, and we do one. We might refactor that later. + +**Module naming: Don't rename modules** +We have some of this in the Reducer code, but generally discourage it. + +**Use interface files (.resi) for files with very public interfaces** + +### Recommended Rescript resources + +- https://dev.to/yawaramin/a-modular-ocaml-project-structure-1ikd +- https://github.com/avohq/reasonml-code-style-guide +- https://cs.brown.edu/courses/cs017/content/docs/reasonml-style.pdf +- https://github.com/ostera/reason-design-patterns/ diff --git a/README.md b/README.md index f511d1ae..108720fc 100644 --- a/README.md +++ b/README.md @@ -1,51 +1,47 @@ # Squiggle -![Packages check](https://github.com/QURIresearch/squiggle/actions/workflows/ci.yaml/badge.svg) -This is an experiment DSL/language for making probabilistic estimates. The full story can be found [here](https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3). +[![Packages check](https://github.com/quantified-uncertainty/squiggle/actions/workflows/ci.yml/badge.svg)](https://github.com/quantified-uncertainty/squiggle/actions/workflows/ci.yml) +[![npm version](https://badge.fury.io/js/@quri%2Fsquiggle-lang.svg)](https://www.npmjs.com/package/@quri/squiggle-lang) +[![npm version](https://badge.fury.io/js/@quri%2Fsquiggle-components.svg)](https://www.npmjs.com/package/@quri/squiggle-components) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/quantified-uncertainty/squiggle/blob/develop/LICENSE) +[![codecov](https://codecov.io/gh/quantified-uncertainty/squiggle/branch/develop/graph/badge.svg?token=QRLBL5CQ7C)](https://codecov.io/gh/quantified-uncertainty/squiggle) + +This is an experimental DSL/language for making probabilistic estimates. The full story can be found [here](https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3). ## Our deployments -- **website/docs prod**: https://squiggle-language.com -- **website/docs staging**: https://staging--squiggle-documentation.netlify.app/ -- **old playground**: https://playground.squiggle-language.com +- **website/docs prod**: https://squiggle-language.com [![Netlify Status](https://api.netlify.com/api/v1/badges/2139af5c-671d-473d-a9f6-66c96077d8a1/deploy-status)](https://app.netlify.com/sites/squiggle-documentation/deploys) +- **website/docs staging**: https://develop--squiggle-documentation.netlify.app/ +- **components storybook prod**: https://squiggle-components.netlify.app/ [![Netlify Status](https://api.netlify.com/api/v1/badges/b7f724aa-6b20-4d0e-bf86-3fcd1a3e9a70/deploy-status)](https://app.netlify.com/sites/squiggle-components/deploys) +- **components storybook staging**: https://develop--squiggle-components.netlify.app/ +- **legacy (2020) playground**: https://playground.squiggle-language.com ## Packages -This monorepo has several packages that can be used for various purposes. All + +This monorepo has several packages that can be used for various purposes. All the packages can be found in `packages`. - `@quri/squiggle-lang` in `packages/squiggle-lang` contains the core language, particularly -an interface to parse squiggle expressions and return descriptions of distributions -or results. + an interface to parse squiggle expressions and return descriptions of distributions + or results. - `@quri/squiggle-components` in `packages/components` contains React components that -can be passed squiggle strings as props, and return a presentation of the result -of the calculation. -- `@quri/playground` in `packages/playground` contains a website for a playground -for squiggle. This website is hosted at `playground.squiggle-language.com` + can be passed squiggle strings as props, and return a presentation of the result + of the calculation. - `@quri/squiggle-website` in `packages/website` The main descriptive website for squiggle, -it is hosted at `squiggle-language.com`. + it is hosted at `squiggle-language.com`. The playground depends on the components library which then depends on the language. This means that if you wish to work on the components library, you will need to build (no need to bundle) the language, and as of this writing playground doesn't really work. # Develop -For any project in the repo, begin by running `yarn` in the top level (TODO: is this true?) +For any project in the repo, begin by running `yarn` in the top level (TODO: is this true?) -``` sh +```sh yarn ``` -See `packages/*/README.md` to work with whatever project you're interested in. - -## `codium` for `rescript` - -If you have `nix` installed with `flakes` enabled, you can build a `codium` in this repo for `rescript` development, if you don't want to pollute your machine's global editor with another mode/extension. - -``` sh -nix develop -codium -``` - -The `nix develop` shell also provides `yarn`. +See `packages/*/README.md` to work with whatever project you're interested in. # Contributing -See `CONTRIBUTING.md`. + +See `CONTRIBUTING.md`. diff --git a/flake-compat.nix b/flake-compat.nix deleted file mode 100644 index dab420bb..00000000 --- a/flake-compat.nix +++ /dev/null @@ -1,9 +0,0 @@ -let - lock = builtins.fromJSON (builtins.readFile ./flake.lock); - inherit (lock.nodes.flake-compat.locked) owner repo rev narHash; - flake-compat = builtins.fetchTarball { - url = "https://github.com/${owner}/${repo}/archive/${rev}.tar.gz"; - sha256 = narHash; - }; -in -import flake-compat { src = ./.; } diff --git a/flake.lock b/flake.lock deleted file mode 100644 index ee618311..00000000 --- a/flake.lock +++ /dev/null @@ -1,44 +0,0 @@ -{ - "nodes": { - "flake-compat": { - "flake": false, - "locked": { - "lastModified": 1641205782, - "narHash": "sha256-4jY7RCWUoZ9cKD8co0/4tFARpWB+57+r1bLLvXNJliY=", - "owner": "edolstra", - "repo": "flake-compat", - "rev": "b7547d3eed6f32d06102ead8991ec52ab0a4f1a7", - "type": "github" - }, - "original": { - "owner": "edolstra", - "repo": "flake-compat", - "type": "github" - } - }, - "nixpkgs": { - "locked": { - "lastModified": 1647893727, - "narHash": "sha256-pOi7VdCb+s5Cwh5CS7YEZVRgH9uCmE87J5W7iXv29Ck=", - "owner": "nixos", - "repo": "nixpkgs", - "rev": "1ec61dd4167f04be8d05c45780818826132eea0d", - "type": "github" - }, - "original": { - "owner": "nixos", - "ref": "nixos-unstable", - "repo": "nixpkgs", - "type": "github" - } - }, - "root": { - "inputs": { - "flake-compat": "flake-compat", - "nixpkgs": "nixpkgs" - } - } - }, - "root": "root", - "version": 7 -} diff --git a/flake.nix b/flake.nix deleted file mode 100644 index d39ba79a..00000000 --- a/flake.nix +++ /dev/null @@ -1,94 +0,0 @@ -{ - description = "Building codium for rescript development"; - - inputs = { - nixpkgs.url = "github:nixos/nixpkgs/nixos-unstable"; - flake-compat = { - url = "github:edolstra/flake-compat"; - flake = false; - }; - }; - - outputs = - { self - , nixpkgs - , flake-compat - }: - let - # Generate a user-friendly version number. - version = builtins.substring 0 8 self.lastModifiedDate; - # System types to support. - supportedSystems = [ "x86_64-linux" "aarch64-linux" "aarch64-darwin" ]; - # Helper function to generate an attrset '{ x86_64-linux = f "x86_64-linux"; ... }'. - forAllSystems = nixpkgs.lib.genAttrs supportedSystems; - # Nixpkgs instantiated for supported system types. - nixpkgsFor = forAllSystems (system: - import nixpkgs { - inherit system; - overlays = [ self.overlay ]; - }); - in - { - overlay = final: prev: { }; - # the default devShell used when running `nix develop` - devShell = forAllSystems (system: self.devShells.${system}.defaultShell); - devShells = forAllSystems (system: - let - pkgs = nixpkgsFor."${system}"; - in - { - # In case we don't want to provide an editor, this defaultShell will provide only coq packages we need. - defaultShell = pkgs.mkShell { - buildInputs = with pkgs; [ - yarn - yarn2nix - nodePackages.npm - nodejs - patchelf - (pkgs.vscode-with-extensions.override { - vscode = pkgs.vscodium; - vscodeExtensions = pkgs.vscode-utils.extensionsFromVscodeMarketplace [ - { - name = "rescript-vscode"; - publisher = "chenglou92"; - version = "1.2.1"; - sha256 = "sha256-7/YakKtJ4WhgAR4rZltrq8g4TtM5QZ2spbrEUrNoXVg="; - } - { - name = "vim"; - publisher = "vscodevim"; - version = "1.22.2"; - sha256 = "sha256-dtIlgODzRdoMKnG9050ZcCX3w15A/R3FaMc+ZylvBbU="; - } - { - name = "vscode-typescript-next"; - publisher = "ms-vscode"; - version = "4.7.20220323"; - sha256 = "sha256-mjiBCyg5As/XAU9I5k6jEZWGJA3P6P5o1roe2bS7aUI="; - } - { - name = "nix-ide"; - publisher = "jnoortheen"; - version = "0.1.20"; - sha256 = "sha256-Q6X41I68m0jaCXaQGEFOoAbSUrr/wFhfCH5KrduOtZo="; - } - { - name = "json"; - publisher = "ZainChen"; - version = "2.0.2"; - sha256 = "sha256-nC3Q8KuCtn/jg1j/NaAxWGvnKe/ykrPm2PUjfsJz8aI="; - } - { - name = "prettier-vscode"; - publisher = "esbenp"; - version = "9.3.0"; - sha256 = "sha256-hJgPjWf7a8+ltjmXTK8U/MwqgIZqBjmcCfHsAk2G3PA="; - } - ]; - }) - ]; - }; - } - ); - }; -} diff --git a/package.json b/package.json index a527e1fa..9db41bf5 100644 --- a/package.json +++ b/package.json @@ -2,13 +2,19 @@ "private": true, "name": "squiggle", "scripts": { - "nodeclean": "rm -r node_modules && rm -r packages/*/node_modules" + "nodeclean": "rm -r node_modules && rm -r packages/*/node_modules", + "format:all": "prettier --write . && cd packages/squiggle-lang && yarn format", + "lint:all": "prettier --check . && cd packages/squiggle-lang && yarn lint:rescript" + }, + "devDependencies": { + "prettier": "^2.6.2" }, "workspaces": [ "packages/*" ], "resolutions": { - "@types/react": "^17.0.43" + "@types/react": "^18.0.1", + "react": "^18.0.0" }, "packageManager": "yarn@1.22.17" } diff --git a/packages/components/.prettierignore b/packages/components/.prettierignore deleted file mode 100644 index 009d61a2..00000000 --- a/packages/components/.prettierignore +++ /dev/null @@ -1,5 +0,0 @@ -dist -build -node_modules -storybook-static -.storybook diff --git a/packages/components/.storybook/main.js b/packages/components/.storybook/main.js index 7be66cf0..56f372fe 100644 --- a/packages/components/.storybook/main.js +++ b/packages/components/.storybook/main.js @@ -1,31 +1,37 @@ //const TsconfigPathsPlugin = require('tsconfig-paths-webpack-plugin'); -const custom = require('../webpack.config.js'); +const custom = require("../webpack.config.js"); module.exports = { - webpackFinal: async (config) => { + webpackFinal: async (config) => { config.resolve.alias = custom.resolve.alias; - return { ...config, module: { ...config.module, rules: config.module.rules.concat(custom.module.rules.filter(x => x.loader === "ts-loader")) } }; + return { + ...config, + module: { + ...config.module, + rules: config.module.rules.concat( + custom.module.rules.filter((x) => x.loader === "ts-loader") + ), + }, + }; }, - "stories": [ - "../src/**/*.stories.mdx", - "../src/**/*.stories.@(js|jsx|ts|tsx)" - ], - "addons": [ + stories: ["../src/**/*.stories.mdx", "../src/**/*.stories.@(js|jsx|ts|tsx)"], + addons: [ "@storybook/addon-links", "@storybook/addon-essentials", - "@storybook/preset-create-react-app" + "@storybook/preset-create-react-app", ], - "framework": "@storybook/react", - "core": { - "builder": "webpack5" + framework: "@storybook/react", + core: { + builder: "webpack5", }, typescript: { check: false, checkOptions: {}, - reactDocgen: 'react-docgen-typescript', + reactDocgen: "react-docgen-typescript", reactDocgenTypescriptOptions: { shouldExtractLiteralValuesFromEnum: true, - propFilter: (prop) => (prop.parent ? !/node_modules/.test(prop.parent.fileName) : true), + propFilter: (prop) => + prop.parent ? !/node_modules/.test(prop.parent.fileName) : true, }, }, -} +}; diff --git a/packages/components/.storybook/preview.js b/packages/components/.storybook/preview.js index 786b0e25..f089c7f9 100644 --- a/packages/components/.storybook/preview.js +++ b/packages/components/.storybook/preview.js @@ -6,4 +6,4 @@ export const parameters = { date: /Date$/, }, }, -} +}; diff --git a/packages/components/netlify.toml b/packages/components/netlify.toml new file mode 100644 index 00000000..d6e5474d --- /dev/null +++ b/packages/components/netlify.toml @@ -0,0 +1,8 @@ +[build] + base = "packages/components/" + command = "cd ../squiggle-lang && yarn build && cd ../components && yarn build" + publish = "storybook-static/" + ignore = "node -e 'process.exitCode = process.env.BRANCH.includes(\"dependabot\") ? 0 : 1' && git diff --quiet $CACHED_COMMIT_REF $COMMIT_REF . ../squiggle-lang" + +[build.environment] + NETLIFY_USE_YARN = "true" diff --git a/packages/components/package.json b/packages/components/package.json index bd98db1a..9b4e9fdd 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -3,22 +3,23 @@ "version": "0.1.8", "dependencies": { "@quri/squiggle-lang": "0.2.2", + "@react-hook/size": "^2.1.2", "@testing-library/jest-dom": "^5.16.4", - "@testing-library/react": "^13.0.0", + "@testing-library/react": "^13.0.1", "@testing-library/user-event": "^14.0.4", "@types/jest": "^27.4.0", "@types/lodash": "^4.14.181", - "@types/node": "^17.0.23", - "@types/react": "^18.0.0", - "@types/react-dom": "^18.0.0", + "@types/node": "^17.0.24", + "@types/react": "^18.0.3", + "@types/react-dom": "^18.0.1", "antd": "^4.19.3", "cross-env": "^7.0.3", "lodash": "^4.17.21", "react": "^18.0.0", + "react-ace": "10.0.0", "react-dom": "^18.0.0", - "react-scripts": "5.0.0", + "react-scripts": "5.0.1", "react-vega": "^7.5.0", - "react-ace": "9.5.0", "styled-components": "^5.3.5", "tsconfig-paths-webpack-plugin": "^3.5.2", "typescript": "^4.6.3", @@ -32,7 +33,9 @@ "start": "cross-env REACT_APP_FAST_REFRESH=false && start-storybook -p 6006 -s public", "build": "tsc -b && build-storybook -s public", "bundle": "webpack", - "all": "yarn bundle && yarn build" + "all": "yarn bundle && yarn build", + "lint": "prettier --check .", + "format": "prettier --write ." }, "eslintConfig": { "extends": [ @@ -63,21 +66,19 @@ ] }, "devDependencies": { - "@types/styled-components": "^5.1.24", - "css-loader": "^6.7.1", - "style-loader": "^3.3.1", "@babel/plugin-proposal-private-property-in-object": "^7.16.7", - "@storybook/addon-actions": "^6.4.20", - "@storybook/addon-essentials": "^6.4.20", - "@storybook/addon-links": "^6.4.20", - "@storybook/builder-webpack5": "^6.4.20", - "@storybook/manager-webpack5": "^6.4.20", - "@storybook/node-logger": "^6.4.20", + "@storybook/addon-actions": "^6.4.22", + "@storybook/addon-essentials": "^6.4.22", + "@storybook/addon-links": "^6.4.22", + "@storybook/builder-webpack5": "^6.4.22", + "@storybook/manager-webpack5": "^6.4.22", + "@storybook/node-logger": "^6.4.22", "@storybook/preset-create-react-app": "^4.1.0", - "@storybook/react": "^6.4.20", - "@types/webpack": "^4.41.32", - "prettier": "^2.6.2", + "@storybook/react": "^6.4.22", + "@types/styled-components": "^5.1.24", + "@types/webpack": "^5.28.0", "react-codejar": "^1.1.2", + "style-loader": "^3.3.1", "ts-loader": "^9.2.8", "webpack": "^5.72.0", "webpack-cli": "^4.9.2", diff --git a/packages/components/src/NumberShower.tsx b/packages/components/src/NumberShower.tsx deleted file mode 100644 index ca9dc943..00000000 --- a/packages/components/src/NumberShower.tsx +++ /dev/null @@ -1,98 +0,0 @@ -import * as React from "react"; -import _ from "lodash"; - -const orderOfMagnitudeNum = (n: number) => { - return Math.pow(10, n); -}; - -// 105 -> 3 -const orderOfMagnitude = (n: number) => { - return Math.floor(Math.log(n) / Math.LN10 + 0.000000001); -}; - -function withXSigFigs(number: number, sigFigs: number) { - const withPrecision = number.toPrecision(sigFigs); - const formatted = Number(withPrecision); - return `${formatted}`; -} - -class NumberShowerBuilder { - number: number; - precision: number; - - constructor(number: number, precision = 2) { - this.number = number; - this.precision = precision; - } - - convert() { - const number = Math.abs(this.number); - const response = this.evaluate(number); - if (this.number < 0) { - response.value = "-" + response.value; - } - return response; - } - - metricSystem(number: number, order: number) { - const newNumber = number / orderOfMagnitudeNum(order); - const precision = this.precision; - return `${withXSigFigs(newNumber, precision)}`; - } - - evaluate(number: number) { - if (number === 0) { - return { value: this.metricSystem(0, 0) }; - } - - const order = orderOfMagnitude(number); - if (order < -2) { - return { value: this.metricSystem(number, order), power: order }; - } else if (order < 4) { - return { value: this.metricSystem(number, 0) }; - } else if (order < 6) { - return { value: this.metricSystem(number, 3), symbol: "K" }; - } else if (order < 9) { - return { value: this.metricSystem(number, 6), symbol: "M" }; - } else if (order < 12) { - return { value: this.metricSystem(number, 9), symbol: "B" }; - } else if (order < 15) { - return { value: this.metricSystem(number, 12), symbol: "T" }; - } else { - return { value: this.metricSystem(number, order), power: order }; - } - } -} - -export function numberShow(number: number, precision = 2) { - const ns = new NumberShowerBuilder(number, precision); - return ns.convert(); -} - -export interface NumberShowerProps { - number: number; - precision?: number -} - -export let NumberShower: React.FC = ({ - number, - precision = 2 -}: NumberShowerProps) => { - let numberWithPresentation = numberShow(number, precision); - return ( - - {numberWithPresentation.value} - {numberWithPresentation.symbol} - {numberWithPresentation.power ? ( - - {"\u00b710"} - - {numberWithPresentation.power} - - - ) : ( - <> - )} - - ); -} diff --git a/packages/components/src/SquiggleChart.tsx b/packages/components/src/SquiggleChart.tsx deleted file mode 100644 index e381127c..00000000 --- a/packages/components/src/SquiggleChart.tsx +++ /dev/null @@ -1,346 +0,0 @@ -import * as React from "react"; -import _ from "lodash"; -import type { Spec } from "vega"; -import { run } from "@quri/squiggle-lang"; -import type { - DistPlus, - SamplingInputs, - exportEnv, - exportDistribution, -} from "@quri/squiggle-lang"; -import { createClassFromSpec } from "react-vega"; -import * as chartSpecification from "./spec-distributions.json"; -import * as percentilesSpec from "./spec-percentiles.json"; -import { NumberShower } from "./NumberShower"; -import styled from "styled-components"; - -let SquiggleVegaChart = createClassFromSpec({ - spec: chartSpecification as Spec, -}); - -let SquigglePercentilesChart = createClassFromSpec({ - spec: percentilesSpec as Spec, -}); - -export interface SquiggleChartProps { - /** The input string for squiggle */ - squiggleString?: string; - - /** If the output requires monte carlo sampling, the amount of samples */ - sampleCount?: number; - /** The amount of points returned to draw the distribution */ - outputXYPoints?: number; - kernelWidth?: number; - pointDistLength?: number; - /** If the result is a function, where the function starts */ - diagramStart?: number; - /** If the result is a function, where the function ends */ - diagramStop?: number; - /** If the result is a function, how many points along the function it samples */ - diagramCount?: number; - /** variables declared before this expression */ - environment?: exportEnv; - /** When the environment changes */ - onEnvChange?(env: exportEnv): void; - /** CSS width of the element */ - width?: number; - height?: number; -} - -const Error = styled.div` - border: 1px solid #792e2e; - background: #eee2e2; - padding: 0.4em 0.8em; -`; - -const ShowError: React.FC<{ heading: string; children: React.ReactNode }> = ({ - heading = "Error", - children, -}) => { - return ( - -

{heading}

- {children} -
- ); -}; - -export const SquiggleChart: React.FC = ({ - squiggleString = "", - sampleCount = 1000, - outputXYPoints = 1000, - kernelWidth, - pointDistLength = 1000, - diagramStart = 0, - diagramStop = 10, - diagramCount = 20, - environment = [], - onEnvChange = () => {}, - width = 500, - height = 60, -}: SquiggleChartProps) => { - let samplingInputs: SamplingInputs = { - sampleCount: sampleCount, - outputXYPoints: outputXYPoints, - kernelWidth: kernelWidth, - pointDistLength: pointDistLength, - }; - - let result = run(squiggleString, samplingInputs, environment); - if (result.tag === "Ok") { - let environment = result.value.environment; - let exports = result.value.exports; - onEnvChange(environment); - let chartResults = exports.map((chartResult: exportDistribution) => { - if (chartResult["NAME"] === "Float") { - return ; - } else if (chartResult["NAME"] === "DistPlus") { - let shape = chartResult.VAL.pointSetDist; - if (shape.tag === "Continuous") { - let xyShape = shape.value.xyShape; - let totalY = xyShape.ys.reduce((a, b) => a + b); - let total = 0; - let cdf = xyShape.ys.map((y) => { - total += y; - return total / totalY; - }); - let values = _.zip(cdf, xyShape.xs, xyShape.ys).map(([c, x, y]) => ({ - cdf: (c * 100).toFixed(2) + "%", - x: x, - y: y, - })); - - return ( - - ); - } else if (shape.tag === "Discrete") { - let xyShape = shape.value.xyShape; - let totalY = xyShape.ys.reduce((a, b) => a + b); - let total = 0; - let cdf = xyShape.ys.map((y) => { - total += y; - return total / totalY; - }); - let values = _.zip(cdf, xyShape.xs, xyShape.ys).map(([c, x, y]) => ({ - cdf: (c * 100).toFixed(2) + "%", - x: x, - y: y, - })); - - return ; - } else if (shape.tag === "Mixed") { - let discreteShape = shape.value.discrete.xyShape; - let totalDiscrete = discreteShape.ys.reduce((a, b) => a + b); - - let discretePoints = _.zip(discreteShape.xs, discreteShape.ys); - let continuousShape = shape.value.continuous.xyShape; - let continuousPoints = _.zip(continuousShape.xs, continuousShape.ys); - - interface labeledPoint { - x: number; - y: number; - type: "discrete" | "continuous"; - } - - let markedDisPoints: labeledPoint[] = discretePoints.map( - ([x, y]) => ({ x: x, y: y, type: "discrete" }) - ); - let markedConPoints: labeledPoint[] = continuousPoints.map( - ([x, y]) => ({ x: x, y: y, type: "continuous" }) - ); - - let sortedPoints = _.sortBy( - markedDisPoints.concat(markedConPoints), - "x" - ); - - let totalContinuous = 1 - totalDiscrete; - let totalY = continuousShape.ys.reduce( - (a: number, b: number) => a + b - ); - - let total = 0; - let cdf = sortedPoints.map((point: labeledPoint) => { - if (point.type === "discrete") { - total += point.y; - return total; - } else if (point.type === "continuous") { - total += (point.y / totalY) * totalContinuous; - return total; - } - }); - - interface cdfLabeledPoint { - cdf: string; - x: number; - y: number; - type: "discrete" | "continuous"; - } - let cdfLabeledPoint: cdfLabeledPoint[] = _.zipWith( - cdf, - sortedPoints, - (c: number, point: labeledPoint) => ({ - ...point, - cdf: (c * 100).toFixed(2) + "%", - }) - ); - let continuousValues = cdfLabeledPoint.filter( - (x) => x.type === "continuous" - ); - let discreteValues = cdfLabeledPoint.filter( - (x) => x.type === "discrete" - ); - - return ( - - ); - } - } else if (chartResult.NAME === "Function") { - // We are looking at a function. In this case, we draw a Percentiles chart - let start = diagramStart; - let stop = diagramStop; - let count = diagramCount; - let step = (stop - start) / count; - let data = _.range(start, stop, step).map((x) => { - if (chartResult.NAME === "Function") { - let result = chartResult.VAL(x); - if (result.tag === "Ok") { - let percentileArray = [ - 0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.95, - 0.99, - ]; - - let percentiles = getPercentiles(percentileArray, result.value); - return { - x: x, - p1: percentiles[0], - p5: percentiles[1], - p10: percentiles[2], - p20: percentiles[3], - p30: percentiles[4], - p40: percentiles[5], - p50: percentiles[6], - p60: percentiles[7], - p70: percentiles[8], - p80: percentiles[9], - p90: percentiles[10], - p95: percentiles[11], - p99: percentiles[12], - }; - } - return null; - } - }); - return ( - x !== null) }} - actions={false} - /> - ); - } - }); - return <>{chartResults}; - } else if (result.tag === "Error") { - // At this point, we came across an error. What was our error? - return ( - - {result.value} - - ); - } - return

{"Invalid Response"}

; -}; - -function getPercentiles(percentiles: number[], t: DistPlus) { - if (t.pointSetDist.tag === "Discrete") { - let total = 0; - let maxX = _.max(t.pointSetDist.value.xyShape.xs); - let bounds = percentiles.map((_) => maxX); - _.zipWith( - t.pointSetDist.value.xyShape.xs, - t.pointSetDist.value.xyShape.ys, - (x, y) => { - total += y; - percentiles.forEach((v, i) => { - if (total > v && bounds[i] === maxX) { - bounds[i] = x; - } - }); - } - ); - return bounds; - } else if (t.pointSetDist.tag === "Continuous") { - let total = 0; - let maxX = _.max(t.pointSetDist.value.xyShape.xs); - let totalY = _.sum(t.pointSetDist.value.xyShape.ys); - let bounds = percentiles.map((_) => maxX); - _.zipWith( - t.pointSetDist.value.xyShape.xs, - t.pointSetDist.value.xyShape.ys, - (x, y) => { - total += y / totalY; - percentiles.forEach((v, i) => { - if (total > v && bounds[i] === maxX) { - bounds[i] = x; - } - }); - } - ); - return bounds; - } else if (t.pointSetDist.tag === "Mixed") { - let discreteShape = t.pointSetDist.value.discrete.xyShape; - let totalDiscrete = discreteShape.ys.reduce((a, b) => a + b); - - let discretePoints = _.zip(discreteShape.xs, discreteShape.ys); - let continuousShape = t.pointSetDist.value.continuous.xyShape; - let continuousPoints = _.zip(continuousShape.xs, continuousShape.ys); - - interface labeledPoint { - x: number; - y: number; - type: "discrete" | "continuous"; - } - - let markedDisPoints: labeledPoint[] = discretePoints.map(([x, y]) => ({ - x: x, - y: y, - type: "discrete", - })); - let markedConPoints: labeledPoint[] = continuousPoints.map(([x, y]) => ({ - x: x, - y: y, - type: "continuous", - })); - - let sortedPoints = _.sortBy(markedDisPoints.concat(markedConPoints), "x"); - - let totalContinuous = 1 - totalDiscrete; - let totalY = continuousShape.ys.reduce((a: number, b: number) => a + b); - - let total = 0; - let maxX = _.max(sortedPoints.map((x) => x.x)); - let bounds = percentiles.map((_) => maxX); - sortedPoints.map((point: labeledPoint) => { - if (point.type === "discrete") { - total += point.y; - } else if (point.type === "continuous") { - total += (point.y / totalY) * totalContinuous; - } - percentiles.forEach((v, i) => { - if (total > v && bounds[i] === maxX) { - bounds[i] = total; - } - }); - return total; - }); - return bounds; - } -} diff --git a/packages/components/src/SquigglePlayground.tsx b/packages/components/src/SquigglePlayground.tsx deleted file mode 100644 index 6712c340..00000000 --- a/packages/components/src/SquigglePlayground.tsx +++ /dev/null @@ -1,131 +0,0 @@ -import _ from "lodash"; -import React, { FC, useState } from "react"; -import ReactDOM from "react-dom"; -import { SquiggleChart } from "./SquiggleChart"; -import CodeEditor from "./CodeEditor"; -import { Form, Input, Card, Row, Col } from "antd"; -import "antd/dist/antd.css"; - -interface FieldFloatProps { - label: string; - className?: string; - value: number; - onChange: (value: number) => void; -} - -function FieldFloat(Props: FieldFloatProps) { - let [contents, setContents] = useState(Props.value + ""); - return ( - - { - setContents(e.target.value); - let result = parseFloat(contents); - if (_.isFinite(result)) { - Props.onChange(result); - } - }} - /> - - ); -} - -interface Props { - initialSquiggleString: string; -} - -let SquigglePlayground: FC = (props) => { - let [squiggleString, setSquiggleString] = useState( - props.initialSquiggleString - ); - let [sampleCount, setSampleCount] = useState(1000); - let [outputXYPoints, setOutputXYPoints] = useState(1000); - let [pointDistLength, setPointDistLength] = useState(1000); - let [diagramStart, setDiagramStart] = useState(0); - let [diagramStop, setDiagramStop] = useState(10); - let [diagramCount, setDiagramCount] = useState(20); - var demoDist = ( - - ); - return ( - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - -
-
- - {demoDist} -
- ); -}; -export default SquigglePlayground; -export function renderSquigglePlaygroundToDom(props: Props) { - let parent = document.createElement("div"); - ReactDOM.render(, parent); - return parent; -} diff --git a/packages/components/src/CodeEditor.tsx b/packages/components/src/components/CodeEditor.tsx similarity index 79% rename from packages/components/src/CodeEditor.tsx rename to packages/components/src/components/CodeEditor.tsx index 71b66a5c..b052d7e1 100644 --- a/packages/components/src/CodeEditor.tsx +++ b/packages/components/src/components/CodeEditor.tsx @@ -10,12 +10,16 @@ interface CodeEditorProps { onChange: (value: string) => void; oneLine?: boolean; width?: number; + height: number; + showGutter?: boolean; } export let CodeEditor: FC = ({ value, onChange, oneLine = false, + showGutter = false, + height, }: CodeEditorProps) => { let lineCount = value.split("\n").length; let id = _.uniqueId(); @@ -25,9 +29,10 @@ export let CodeEditor: FC = ({ mode="golang" theme="github" width={"100%"} - minLines={oneLine ? lineCount : 15} - maxLines={oneLine ? lineCount : 15} - showGutter={false} + height={String(height) + "px"} + minLines={oneLine ? lineCount : undefined} + maxLines={oneLine ? lineCount : undefined} + showGutter={showGutter} highlightActiveLine={false} showPrintMargin={false} onChange={onChange} diff --git a/packages/components/src/components/DistributionChart.tsx b/packages/components/src/components/DistributionChart.tsx new file mode 100644 index 00000000..a27f325a --- /dev/null +++ b/packages/components/src/components/DistributionChart.tsx @@ -0,0 +1,42 @@ +import * as React from "react"; +import _ from "lodash"; +import type { Spec } from "vega"; +import type { Distribution } from "@quri/squiggle-lang"; +import { distributionErrorToString } from "@quri/squiggle-lang"; +import { createClassFromSpec } from "react-vega"; +import * as chartSpecification from "../vega-specs/spec-distributions.json"; +import { ErrorBox } from "./ErrorBox"; + +let SquiggleVegaChart = createClassFromSpec({ + spec: chartSpecification as Spec, +}); + +type DistributionChartProps = { + distribution: Distribution; + width: number; + height: number; +}; + +export const DistributionChart: React.FC = ({ + distribution, + width, + height, +}: DistributionChartProps) => { + let shape = distribution.pointSet(); + if (shape.tag === "Ok") { + return ( + + ); + } else { + return ( + + {distributionErrorToString(shape.value)} + + ); + } +}; diff --git a/packages/components/src/components/ErrorBox.tsx b/packages/components/src/components/ErrorBox.tsx new file mode 100644 index 00000000..58e46218 --- /dev/null +++ b/packages/components/src/components/ErrorBox.tsx @@ -0,0 +1,20 @@ +import * as React from "react"; +import styled from "styled-components"; + +const ShowError = styled.div` + border: 1px solid #792e2e; + background: #eee2e2; + padding: 0.4em 0.8em; +`; + +export const ErrorBox: React.FC<{ + heading: string; + children: React.ReactNode; +}> = ({ heading = "Error", children }) => { + return ( + +

{heading}

+ {children} +
+ ); +}; diff --git a/packages/components/src/components/FunctionChart.tsx b/packages/components/src/components/FunctionChart.tsx new file mode 100644 index 00000000..ea00aa9c --- /dev/null +++ b/packages/components/src/components/FunctionChart.tsx @@ -0,0 +1,115 @@ +import * as React from "react"; +import _ from "lodash"; +import type { Spec } from "vega"; +import type { Distribution, errorValue, result } from "@quri/squiggle-lang"; +import { createClassFromSpec } from "react-vega"; +import * as percentilesSpec from "../vega-specs/spec-percentiles.json"; +import { DistributionChart } from "./DistributionChart"; +import { ErrorBox } from "./ErrorBox"; + +let SquigglePercentilesChart = createClassFromSpec({ + spec: percentilesSpec as Spec, +}); + +type distPlusFn = (a: number) => result; + +const _rangeByCount = (start: number, stop: number, count: number) => { + const step = (stop - start) / (count - 1); + const items = _.range(start, stop, step); + const result = items.concat([stop]); + return result; +}; + +function unwrap(x: result): a { + if (x.tag === "Ok") { + return x.value; + } else { + throw Error("FAILURE TO UNWRAP"); + } +} + +function mapFilter(xs: a[], f: (x: a) => b | undefined): b[] { + let initial: b[] = []; + return xs.reduce((previous, current) => { + let value: b | undefined = f(current); + if (value !== undefined) { + return previous.concat([value]); + } else { + return previous; + } + }, initial); +} + +export const FunctionChart: React.FC<{ + distPlusFn: distPlusFn; + diagramStart: number; + diagramStop: number; + diagramCount: number; +}> = ({ distPlusFn, diagramStart, diagramStop, diagramCount }) => { + let [mouseOverlay, setMouseOverlay] = React.useState(0); + function handleHover(...args) { + setMouseOverlay(args[1]); + } + function handleOut() { + setMouseOverlay(NaN); + } + const signalListeners = { mousemove: handleHover, mouseout: handleOut }; + let mouseItem = distPlusFn(mouseOverlay); + let showChart = + mouseItem.tag === "Ok" ? ( + + ) : ( + <> + ); + let data1 = _rangeByCount(diagramStart, diagramStop, diagramCount); + let valueData = mapFilter(data1, (x) => { + let result = distPlusFn(x); + if (result.tag === "Ok") { + return { x: x, value: result.value }; + } + }).map(({ x, value }) => { + return { + x: x, + p1: unwrap(value.inv(0.01)), + p5: unwrap(value.inv(0.05)), + p10: unwrap(value.inv(0.12)), + p20: unwrap(value.inv(0.2)), + p30: unwrap(value.inv(0.3)), + p40: unwrap(value.inv(0.4)), + p50: unwrap(value.inv(0.5)), + p60: unwrap(value.inv(0.6)), + p70: unwrap(value.inv(0.7)), + p80: unwrap(value.inv(0.8)), + p90: unwrap(value.inv(0.9)), + p95: unwrap(value.inv(0.95)), + p99: unwrap(value.inv(0.99)), + }; + }); + + let errorData = mapFilter(data1, (x) => { + let result = distPlusFn(x); + if (result.tag === "Error") { + return { x: x, error: result.value }; + } + }); + let error2 = _.groupBy(errorData, (x) => x.error); + return ( + <> + + {showChart} + {_.keysIn(error2).map((k) => ( + + {`Values: [${error2[k].map((r) => r.x.toFixed(2)).join(",")}]`} + + ))} + + ); +}; diff --git a/packages/components/src/components/NumberShower.tsx b/packages/components/src/components/NumberShower.tsx new file mode 100644 index 00000000..8d3ddae9 --- /dev/null +++ b/packages/components/src/components/NumberShower.tsx @@ -0,0 +1,98 @@ +import * as React from "react"; +import _ from "lodash"; + +const orderOfMagnitudeNum = (n: number) => { + return Math.pow(10, n); +}; + +// 105 -> 3 +const orderOfMagnitude = (n: number) => { + return Math.floor(Math.log(n) / Math.LN10 + 0.000000001); +}; + +function withXSigFigs(number: number, sigFigs: number) { + const withPrecision = number.toPrecision(sigFigs); + const formatted = Number(withPrecision); + return `${formatted}`; +} + +class NumberShowerBuilder { + number: number; + precision: number; + + constructor(number: number, precision = 2) { + this.number = number; + this.precision = precision; + } + + convert() { + const number = Math.abs(this.number); + const response = this.evaluate(number); + if (this.number < 0) { + response.value = "-" + response.value; + } + return response; + } + + metricSystem(number: number, order: number) { + const newNumber = number / orderOfMagnitudeNum(order); + const precision = this.precision; + return `${withXSigFigs(newNumber, precision)}`; + } + + evaluate(number: number) { + if (number === 0) { + return { value: this.metricSystem(0, 0) }; + } + + const order = orderOfMagnitude(number); + if (order < -2) { + return { value: this.metricSystem(number, order), power: order }; + } else if (order < 4) { + return { value: this.metricSystem(number, 0) }; + } else if (order < 6) { + return { value: this.metricSystem(number, 3), symbol: "K" }; + } else if (order < 9) { + return { value: this.metricSystem(number, 6), symbol: "M" }; + } else if (order < 12) { + return { value: this.metricSystem(number, 9), symbol: "B" }; + } else if (order < 15) { + return { value: this.metricSystem(number, 12), symbol: "T" }; + } else { + return { value: this.metricSystem(number, order), power: order }; + } + } +} + +export function numberShow(number: number, precision = 2) { + const ns = new NumberShowerBuilder(number, precision); + return ns.convert(); +} + +export interface NumberShowerProps { + number: number; + precision?: number; +} + +export let NumberShower: React.FC = ({ + number, + precision = 2, +}: NumberShowerProps) => { + let numberWithPresentation = numberShow(number, precision); + return ( + + {numberWithPresentation.value} + {numberWithPresentation.symbol} + {numberWithPresentation.power ? ( + + {"\u00b710"} + + {numberWithPresentation.power} + + + ) : ( + <> + )} + + ); +}; diff --git a/packages/components/src/components/SquiggleChart.tsx b/packages/components/src/components/SquiggleChart.tsx new file mode 100644 index 00000000..03ed374d --- /dev/null +++ b/packages/components/src/components/SquiggleChart.tsx @@ -0,0 +1,175 @@ +import * as React from "react"; +import _ from "lodash"; +import styled from "styled-components"; +import { + run, + errorValueToString, + squiggleExpression, +} from "@quri/squiggle-lang"; +import type { samplingParams, exportEnv } from "@quri/squiggle-lang"; +import { NumberShower } from "./NumberShower"; +import { DistributionChart } from "./DistributionChart"; +import { ErrorBox } from "./ErrorBox"; +import useSize from "@react-hook/size"; + +const variableBox = { + Component: styled.div` + background: white; + border: 1px solid #eee; + border-radius: 2px; + margin-bottom: 0.4em; + `, + Heading: styled.div` + border-bottom: 1px solid #eee; + padding-left: 0.8em; + padding-right: 0.8em; + padding-top: 0.1em; + `, + Body: styled.div` + padding: 0.4em 0.8em; + `, +}; + +export const VariableBox: React.FC<{ + heading: string; + children: React.ReactNode; +}> = ({ heading = "Error", children }) => { + return ( + + +

{heading}

+
+ {children} +
+ ); +}; + +export interface SquiggleItemProps { + /** The input string for squiggle */ + expression: squiggleExpression; + width: number; + height: number; +} + +const SquiggleItem: React.FC = ({ + expression, + width, + height, +}: SquiggleItemProps) => { + switch (expression.tag) { + case "number": + return ( + + + + ); + case "distribution": { + let distType = expression.value.type(); + return ( + + {distType === "Symbolic" ? ( + <> +
{expression.value.toString()}
+ + ) : ( + <> + )} + +
+ ); + } + case "string": + return ( + {`"${expression.value}"`} + ); + case "boolean": + return ( + + {expression.value.toString()} + + ); + case "symbol": + return {expression.value}; + case "call": + return {expression.value}; + case "array": + return ( + + {expression.value.map((r) => ( + + ))} + + ); + default: + return ( + + {"We don't currently have a working viewer for record types."} + + ); + } +}; + +export interface SquiggleChartProps { + /** The input string for squiggle */ + squiggleString?: string; + /** If the output requires monte carlo sampling, the amount of samples */ + sampleCount?: number; + /** The amount of points returned to draw the distribution */ + outputXYPoints?: number; + kernelWidth?: number; + pointDistLength?: number; + /** If the result is a function, where the function starts */ + diagramStart?: number; + /** If the result is a function, where the function ends */ + diagramStop?: number; + /** If the result is a function, how many points along the function it samples */ + diagramCount?: number; + /** variables declared before this expression */ + environment?: exportEnv; + /** When the environment changes */ + onEnvChange?(env: exportEnv): void; + /** CSS width of the element */ + width?: number; + height?: number; +} + +export const SquiggleChart: React.FC = ({ + squiggleString = "", + sampleCount = 1000, + outputXYPoints = 1000, + environment = [], + onEnvChange = () => {}, + height = 60, + width = NaN, +}: SquiggleChartProps) => { + const target = React.useRef(null); + const [componentWidth] = useSize(target); + // I would have wanted to just use componentWidth, but this created infinite loops with SquiggleChart.stories. + //So you can manually add a width, as an escape hatch. + let _width = width || componentWidth; + let samplingInputs: samplingParams = { + sampleCount: sampleCount, + xyPointLength: outputXYPoints, + }; + let expressionResult = run(squiggleString, samplingInputs, environment); + let internal: JSX.Element; + if (expressionResult.tag === "Ok") { + onEnvChange(environment); + let expression = expressionResult.value; + internal = ( + + ); + } else { + // At this point, we came across an error. What was our error? + internal = ( + + {errorValueToString(expressionResult.value)} + + ); + } + return
{internal}
; +}; diff --git a/packages/components/src/SquiggleEditor.tsx b/packages/components/src/components/SquiggleEditor.tsx similarity index 97% rename from packages/components/src/SquiggleEditor.tsx rename to packages/components/src/components/SquiggleEditor.tsx index e606937d..c565b788 100644 --- a/packages/components/src/SquiggleEditor.tsx +++ b/packages/components/src/components/SquiggleEditor.tsx @@ -3,7 +3,7 @@ import * as ReactDOM from "react-dom"; import { SquiggleChart } from "./SquiggleChart"; import { CodeEditor } from "./CodeEditor"; import type { exportEnv } from "@quri/squiggle-lang"; -import styled from 'styled-components' +import styled from "styled-components"; export interface SquiggleEditorProps { /** The input string for squiggle */ @@ -55,6 +55,8 @@ export let SquiggleEditor: React.FC = ({ value={expression} onChange={setExpression} oneLine={true} + showGutter={false} + height={20} /> void; +} + +function FieldFloat(Props: FieldFloatProps) { + let [contents, setContents] = useState(Props.value + ""); + return ( + + { + setContents(e.target.value); + let result = parseFloat(contents); + if (_.isFinite(result)) { + Props.onChange(result); + } + }} + /> + + ); +} + +interface Props { + initialSquiggleString?: string; + height?: number; +} + +interface Props2 { + height: number; +} + +const ShowBox = styled.div` + border: 1px solid #eee; + border-radius: 2px; + height: ${(props) => props.height}; +`; + +const MyComponent = styled.div` + color: ${(props) => props.theme.colors.main}; +`; + +interface TitleProps { + readonly maxHeight: number; +} + +const Display = styled.div` + background: #f6f6f6; + border-left: 1px solid #eee; + height: 100vh; + padding: 3px; + overflow-y: auto; + max-height: ${(props) => props.maxHeight}px; +`; + +let SquigglePlayground: FC = ({ + initialSquiggleString = "", + height = 300, +}: Props) => { + let [squiggleString, setSquiggleString] = useState(initialSquiggleString); + let [sampleCount, setSampleCount] = useState(1000); + let [outputXYPoints, setOutputXYPoints] = useState(1000); + let [pointDistLength, setPointDistLength] = useState(1000); + let [diagramStart, setDiagramStart] = useState(0); + let [diagramStop, setDiagramStop] = useState(10); + let [diagramCount, setDiagramCount] = useState(20); + return ( + + + + + + + + + + + + + ); +}; +export default SquigglePlayground; +export function renderSquigglePlaygroundToDom(props: Props) { + let parent = document.createElement("div"); + ReactDOM.render(, parent); + return parent; +} diff --git a/packages/components/src/index.ts b/packages/components/src/index.ts index 48aa2b16..364e6dcb 100644 --- a/packages/components/src/index.ts +++ b/packages/components/src/index.ts @@ -1,6 +1,9 @@ -export { SquiggleChart } from "./SquiggleChart"; -export { SquiggleEditor, renderSquiggleEditorToDom } from "./SquiggleEditor"; +export { SquiggleChart } from "./components/SquiggleChart"; +export { + SquiggleEditor, + renderSquiggleEditorToDom, +} from "./components/SquiggleEditor"; import SquigglePlayground, { renderSquigglePlaygroundToDom, -} from "./SquigglePlayground"; +} from "./components/SquigglePlayground"; export { SquigglePlayground, renderSquigglePlaygroundToDom }; diff --git a/packages/components/src/stories/Introduction.stories.mdx b/packages/components/src/stories/Introduction.stories.mdx index 525c12bb..0217397c 100644 --- a/packages/components/src/stories/Introduction.stories.mdx +++ b/packages/components/src/stories/Introduction.stories.mdx @@ -3,4 +3,4 @@ import { Meta } from "@storybook/addon-docs"; This is the component library for Squiggle. These are React -components, and can be used in any application that you see fit. \ No newline at end of file +components, and can be used in any application that you see fit. diff --git a/packages/components/src/stories/NumberShower.stories.mdx b/packages/components/src/stories/NumberShower.stories.mdx index 5f040be5..56527106 100644 --- a/packages/components/src/stories/NumberShower.stories.mdx +++ b/packages/components/src/stories/NumberShower.stories.mdx @@ -1,4 +1,4 @@ -import { NumberShower } from "../NumberShower"; +import { NumberShower } from "../components/NumberShower"; import { Canvas, Meta, Story, Props } from "@storybook/addon-docs"; @@ -14,10 +14,10 @@ It uses the symbols "K", "M", "B", and "T", to represent thousands, millions, bi name="Ten Thousand" args={{ number: 10000, - precision: 2 + precision: 2, }} > - {args => } + {(args) => } @@ -26,10 +26,10 @@ It uses the symbols "K", "M", "B", and "T", to represent thousands, millions, bi name="Ten Billion" args={{ number: 10000000000, - precision: 2 + precision: 2, }} > - {args => } + {(args) => } @@ -38,10 +38,10 @@ It uses the symbols "K", "M", "B", and "T", to represent thousands, millions, bi name="1.2*10^15" args={{ number: 1200000000000000, - precision: 2 + precision: 2, }} > - {args => } + {(args) => } @@ -50,10 +50,10 @@ It uses the symbols "K", "M", "B", and "T", to represent thousands, millions, bi name="1.35*10^-13" args={{ number: 0.000000000000135, - precision: 2 + precision: 2, }} > - {args => } + {(args) => } diff --git a/packages/components/src/stories/SquiggleChart.stories.mdx b/packages/components/src/stories/SquiggleChart.stories.mdx index 76c40228..54ed634d 100644 --- a/packages/components/src/stories/SquiggleChart.stories.mdx +++ b/packages/components/src/stories/SquiggleChart.stories.mdx @@ -1,9 +1,14 @@ -import { SquiggleChart } from "../SquiggleChart"; +import { SquiggleChart } from "../components/SquiggleChart"; import { Canvas, Meta, Story, Props } from "@storybook/addon-docs"; export const Template = SquiggleChart; +/* + We have to hardcode a width here, because otherwise some interaction with + Storybook creates an infinite loop with the internal width +*/ +const width = 600; # Squiggle Chart @@ -18,13 +23,42 @@ could be continuous, discrete or mixed. ## Distributions -### Continuous Distributions +### Continuous Distributions (Symbolic) + {Template.bind({})} + + + +### Continuous Distributions (PointSet) + + + + {Template.bind({})} + + + +### Continuous Distributions (SampleSet) + + + {Template.bind({})} @@ -37,7 +71,8 @@ could be continuous, discrete or mixed. {Template.bind({})} @@ -50,7 +85,9 @@ could be continuous, discrete or mixed. {Template.bind({})} @@ -67,23 +104,21 @@ to allow large and small numbers being printed cleanly. name="Constant" args={{ squiggleString: "500000000", + width, }} > {Template.bind({})} -## Functions - -Full functions can be returned. These plot out the results of distributions between a set of x-coordinates. - -The default is show 10 points between 0 and 10. +## Arrays {Template.bind({})} @@ -97,6 +132,49 @@ The default is show 10 points between 0 and 10. name="Error" args={{ squiggleString: "f(x) = normal(", + width, + }} + > + {Template.bind({})} + + + +## Booleans + + + + {Template.bind({})} + + + +## Records + + + + {Template.bind({})} + + + +## Strings + + + {Template.bind({})} diff --git a/packages/components/src/stories/SquiggleEditor.stories.mdx b/packages/components/src/stories/SquiggleEditor.stories.mdx index 9c86d4b6..3ae37bb3 100644 --- a/packages/components/src/stories/SquiggleEditor.stories.mdx +++ b/packages/components/src/stories/SquiggleEditor.stories.mdx @@ -1,4 +1,4 @@ -import { SquiggleEditor } from "../SquiggleEditor"; +import { SquiggleEditor } from "../components/SquiggleEditor"; import { Canvas, Meta, Story, Props } from "@storybook/addon-docs"; diff --git a/packages/components/src/stories/SquigglePlayground.stories.mdx b/packages/components/src/stories/SquigglePlayground.stories.mdx index 2964dadc..89ac5444 100644 --- a/packages/components/src/stories/SquigglePlayground.stories.mdx +++ b/packages/components/src/stories/SquigglePlayground.stories.mdx @@ -1,5 +1,6 @@ -import SquigglePlayground from "../SquigglePlayground"; +import SquigglePlayground from "../components/SquigglePlayground"; import { Canvas, Meta, Story, Props } from "@storybook/addon-docs"; +import styled from "styled-components"; @@ -15,6 +16,7 @@ including sampling settings, in squiggle. name="Normal" args={{ initialSquiggleString: "normal(5,2)", + height: 500, }} > {Template.bind({})} diff --git a/packages/components/src/spec-distributions.json b/packages/components/src/vega-specs/spec-distributions.json similarity index 94% rename from packages/components/src/spec-distributions.json rename to packages/components/src/vega-specs/spec-distributions.json index 40aebfe4..ef30bdf2 100644 --- a/packages/components/src/spec-distributions.json +++ b/packages/components/src/vega-specs/spec-distributions.json @@ -82,10 +82,13 @@ { "orient": "bottom", "scale": "xscale", - "labelColor": "#666", - "tickColor": "#ddd", + "labelColor": "#727d93", + "tickColor": "#fff", + "tickOpacity": 0.0, + "domainColor": "#fff", + "domainOpacity": 0.0, "format": "~s", - "tickCount": 20 + "tickCount": 10 } ], "marks": [ @@ -127,10 +130,6 @@ }, "encode": { "enter": { - "y2": { - "scale": "yscale", - "value": 0 - }, "width": { "value": 1 } @@ -143,6 +142,10 @@ "y": { "scale": "yscale", "field": "y" + }, + "y2": { + "scale": "yscale", + "value": 0 } } } @@ -157,9 +160,7 @@ "shape": { "value": "circle" }, - "width": { - "value": 5 - }, + "size": [{ "value": 100 }], "tooltip": { "signal": "datum.y" } diff --git a/packages/components/src/spec-percentiles.json b/packages/components/src/vega-specs/spec-percentiles.json similarity index 89% rename from packages/components/src/spec-percentiles.json rename to packages/components/src/vega-specs/spec-percentiles.json index 64b9035d..d533a866 100644 --- a/packages/components/src/spec-percentiles.json +++ b/packages/components/src/vega-specs/spec-percentiles.json @@ -1,7 +1,7 @@ { "$schema": "https://vega.github.io/schema/vega/v5.json", "width": 500, - "height": 400, + "height": 200, "padding": 5, "data": [ { @@ -93,54 +93,49 @@ } } ], + "signals": [ + { + "name": "mousemove", + "on": [{ "events": "mousemove", "update": "invert('xscale', x())" }] + }, + { + "name": "mouseout", + "on": [{ "events": "mouseout", "update": "invert('xscale', x())" }] + } + ], "axes": [ { "orient": "bottom", "scale": "xscale", "grid": false, - "tickSize": 2, - "encode": { - "grid": { - "enter": { - "stroke": { - "value": "#ccc" - } - } - }, - "ticks": { - "enter": { - "stroke": { - "value": "#ccc" - } - } - } - } + "labelColor": "#727d93", + "tickColor": "#fff", + "tickOpacity": 0.0, + "domainColor": "#727d93", + "domainOpacity": 0.1, + "tickCount": 5 }, { "orient": "left", "scale": "yscale", "grid": false, - "domain": false, - "tickSize": 2, - "encode": { - "grid": { - "enter": { - "stroke": { - "value": "#ccc" - } - } - }, - "ticks": { - "enter": { - "stroke": { - "value": "#ccc" - } - } - } - } + "labelColor": "#727d93", + "tickColor": "#fff", + "tickOpacity": 0.0, + "domainColor": "#727d93", + "domainOpacity": 0.1, + "tickCount": 5 } ], "marks": [ + { + "type": "rule", + "encode": { + "update": { + "xscale": { "scale": "xscale", "signal": "mousemove" } + } + } + }, { "type": "area", "from": { diff --git a/packages/components/tsconfig.json b/packages/components/tsconfig.json index 571a0de7..c8d799d5 100644 --- a/packages/components/tsconfig.json +++ b/packages/components/tsconfig.json @@ -5,10 +5,12 @@ }, "module": "commonjs", "jsx": "react", + "skipLibCheck": true, "resolveJsonModule": true, "noImplicitAny": false, "esModuleInterop": true, "removeComments": true, + "strict": true, "preserveConstEnums": true, "composite": true, "outDir": "./dist", @@ -16,7 +18,10 @@ "declaration": true, "sourceMap": true }, - "files": ["src/spec-distributions.json", "src/spec-percentiles.json"], + "files": [ + "src/vega-specs/spec-distributions.json", + "src/vega-specs/spec-percentiles.json" + ], "target": "ES6", "include": ["src/**/*", "src/*"], "exclude": ["node_modules", "**/*.spec.ts", "webpack.config.js"], diff --git a/packages/components/webpack.config.js b/packages/components/webpack.config.js index 6da80035..d0c93be0 100644 --- a/packages/components/webpack.config.js +++ b/packages/components/webpack.config.js @@ -3,13 +3,14 @@ const path = require("path"); module.exports = { mode: "production", devtool: "source-map", + profile: true, entry: "./src/index.ts", module: { rules: [ { test: /\.tsx?$/, loader: "ts-loader", - options: { projectReferences: true }, + options: { projectReferences: true, transpileOnly: true }, exclude: /node_modules/, }, { diff --git a/packages/squiggle-lang/.prettierignore b/packages/squiggle-lang/.prettierignore new file mode 100644 index 00000000..30674e4d --- /dev/null +++ b/packages/squiggle-lang/.prettierignore @@ -0,0 +1,4 @@ +dist +lib +*.bs.js +*.gen.tsx diff --git a/packages/squiggle-lang/README.md b/packages/squiggle-lang/README.md index e1a6cd98..fcd0c7a2 100644 --- a/packages/squiggle-lang/README.md +++ b/packages/squiggle-lang/README.md @@ -1,24 +1,28 @@ # Squiggle language ## Build for development -We assume that you ran `yarn` at the monorepo level. -``` sh + +We assume that you ran `yarn` at the monorepo level. + +```sh yarn build ``` -`yarn bundle` is needed for a deployment. +`yarn bundle` is needed for a deployment. -Other: -``` sh +Other: + +```sh yarn start # listens to files and recompiles at every mutation yarn test yarn test:watch # keeps an active session and runs all tests at every mutation -# where o := open in osx and o := xdg-open in linux, +# where o := open in osx and o := xdg-open in linux, yarn coverage; o _coverage/index.html # produces coverage report and opens it in browser ``` ## Information + Squiggle is a language for representing probability distributions, as well as functions that return probability distributions. Its original intended use is for improving epistemics around EA decisions. This package, `@quri/squiggle-lang`, contains the core language of squiggle. The main feature revolves around evaluating squiggle expressions. Currently the package only exports a single function, named "run", which from a squiggle string returns an object representing the result of the evaluation. @@ -32,7 +36,9 @@ ReScript has an interesting philosophy of not providing much in the way of effec `.gen.ts` files are created by the [`@genType`](https://rescript-lang.org/docs/gentype/latest/getting-started) decorator, which creates typescript typings for needed parts of the codebase so that they can be easily used in typescript. These .gen.ts files reference the .bs.js files generated by rescript. ### Errors regarding the `rationale` package + You may notice sometimes, that there are errors about the `rationale` package. If you ever get these errors, `yarn build` should fix this issue. These errors occur because `yarn build` also needs to create build files that are in `node_modules`. So if you replace `node_modules` you may need to rebuild to get those files back. ## Distributing this package or using this package from other monorepo packages -As it says in the other `packages/*/README.md`s, building this package is an essential step of building other packages. + +As it says in the other `packages/*/README.md`s, building this package is an essential step of building other packages. diff --git a/packages/squiggle-lang/__tests__/Bandwidth_test.res b/packages/squiggle-lang/__tests__/Bandwidth_test.res index 4e5c630a..df621743 100644 --- a/packages/squiggle-lang/__tests__/Bandwidth_test.res +++ b/packages/squiggle-lang/__tests__/Bandwidth_test.res @@ -4,10 +4,10 @@ open Expect describe("Bandwidth", () => { test("nrd0()", () => { let data = [1., 4., 3., 2.] - expect(SampleSetDist_Bandwidth.nrd0(data)) -> toEqual(0.7625801874014622) + expect(SampleSetDist_Bandwidth.nrd0(data))->toEqual(0.7625801874014622) }) test("nrd()", () => { let data = [1., 4., 3., 2.] - expect(SampleSetDist_Bandwidth.nrd(data)) -> toEqual(0.8981499984950554) + expect(SampleSetDist_Bandwidth.nrd(data))->toEqual(0.8981499984950554) }) }) diff --git a/packages/squiggle-lang/__tests__/Distributions/DistributionOperation_test.res b/packages/squiggle-lang/__tests__/Distributions/DistributionOperation_test.res index 34a8dd6e..078cad05 100644 --- a/packages/squiggle-lang/__tests__/Distributions/DistributionOperation_test.res +++ b/packages/squiggle-lang/__tests__/Distributions/DistributionOperation_test.res @@ -18,11 +18,9 @@ let { triangularDist, exponentialDist, } = module(GenericDist_Fixtures) -let mkNormal = (mean, stdev) => GenericDist_Types.Symbolic(#Normal({mean: mean, stdev: stdev})) -let {toFloat, toDist, toString, toError} = module(DistributionOperation.Output) +let {toFloat, toDist, toString, toError, fmap} = module(DistributionOperation.Output) let {run} = module(DistributionOperation) -let {fmap} = module(DistributionOperation.Output) let run = run(~env) let outputMap = fmap(~env) let toExt: option<'a> => 'a = E.O.toExt( diff --git a/packages/squiggle-lang/__tests__/Distributions/GenericDist_Fixtures.res b/packages/squiggle-lang/__tests__/Distributions/GenericDist_Fixtures.res index 05f0981b..a967b924 100644 --- a/packages/squiggle-lang/__tests__/Distributions/GenericDist_Fixtures.res +++ b/packages/squiggle-lang/__tests__/Distributions/GenericDist_Fixtures.res @@ -6,6 +6,9 @@ let normalDist: GenericDist_Types.genericDist = normalDist5 let betaDist: GenericDist_Types.genericDist = Symbolic(#Beta({alpha: 2.0, beta: 5.0})) let lognormalDist: GenericDist_Types.genericDist = Symbolic(#Lognormal({mu: 0.0, sigma: 1.0})) let cauchyDist: GenericDist_Types.genericDist = Symbolic(#Cauchy({local: 1.0, scale: 1.0})) -let triangularDist: GenericDist_Types.genericDist = Symbolic(#Triangular({low: 1.0, medium: 2.0, high: 3.0})) +let triangularDist: GenericDist_Types.genericDist = Symbolic( + #Triangular({low: 1.0, medium: 2.0, high: 3.0}), +) let exponentialDist: GenericDist_Types.genericDist = Symbolic(#Exponential({rate: 2.0})) let uniformDist: GenericDist_Types.genericDist = Symbolic(#Uniform({low: 9.0, high: 10.0})) +let floatDist: GenericDist_Types.genericDist = Symbolic(#Float(1e1)) diff --git a/packages/squiggle-lang/__tests__/Distributions/Invariants/AlgebraicCombination_test.res b/packages/squiggle-lang/__tests__/Distributions/Invariants/AlgebraicCombination_test.res new file mode 100644 index 00000000..c7e0ac46 --- /dev/null +++ b/packages/squiggle-lang/__tests__/Distributions/Invariants/AlgebraicCombination_test.res @@ -0,0 +1,368 @@ +/* +This file is like a half measure between one-off unit tests and proper invariant validation. +As such, I'm not that excited about it, though it does provide some structure and will alarm us +when things substantially change. +Also, there are some open comments in https://github.com/quantified-uncertainty/squiggle/pull/232 that haven't been addressed. +*/ + +open Jest +open Expect +open TestHelpers + +let { + normalDist5, // mean=5, stdev=2 + normalDist10, // mean=10, stdev=2 + normalDist20, // mean=20, stdev=2 + normalDist, // mean=5; stdev=2 + uniformDist, // low=9; high=10 + betaDist, // alpha=2; beta=5 + lognormalDist, // mu=0; sigma=1 + cauchyDist, // local=1; scale=1 + triangularDist, // low=1; medium=2; high=3; + exponentialDist, // rate=2 +} = module(GenericDist_Fixtures) + +let { + algebraicAdd, + algebraicMultiply, + algebraicDivide, + algebraicSubtract, + algebraicLogarithm, + algebraicPower, +} = module(DistributionOperation.Constructors) + +let algebraicAdd = algebraicAdd(~env) +let algebraicMultiply = algebraicMultiply(~env) +let algebraicDivide = algebraicDivide(~env) +let algebraicSubtract = algebraicSubtract(~env) +let algebraicLogarithm = algebraicLogarithm(~env) +let algebraicPower = algebraicPower(~env) + +describe("(Algebraic) addition of distributions", () => { + describe("mean", () => { + test("normal(mean=5) + normal(mean=20)", () => { + normalDist5 + ->algebraicAdd(normalDist20) + ->E.R2.fmap(GenericDist_Types.Constructors.UsingDists.mean) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + ->expect + ->toBe(Some(2.5e1)) + }) + + test("uniform(low=9, high=10) + beta(alpha=2, beta=5)", () => { + // let uniformMean = (9.0 +. 10.0) /. 2.0 + // let betaMean = 1.0 /. (1.0 +. 5.0 /. 2.0) + let received = + uniformDist + ->algebraicAdd(betaDist) + ->E.R2.fmap(GenericDist_Types.Constructors.UsingDists.mean) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=2. + | Some(x) => x->expect->toBeSoCloseTo(0.01927225696028752, ~digits=1) // (uniformMean +. betaMean) + } + }) + test("beta(alpha=2, beta=5) + uniform(low=9, high=10)", () => { + // let uniformMean = (9.0 +. 10.0) /. 2.0 + // let betaMean = 1.0 /. (1.0 +. 5.0 /. 2.0) + let received = + betaDist + ->algebraicAdd(uniformDist) + ->E.R2.fmap(GenericDist_Types.Constructors.UsingDists.mean) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=2. + | Some(x) => x->expect->toBeSoCloseTo(0.019275414920485248, ~digits=1) // (uniformMean +. betaMean) + } + }) + }) + describe("pdf", () => { + // TEST IS WRONG. SEE STDEV ADDITION EXPRESSION. + testAll( + "(normal(mean=5) + normal(mean=5)).pdf (imprecise)", + list{8e0, 1e1, 1.2e1, 1.4e1}, + x => { + let received = + normalDist10 // this should be normal(10, sqrt(8)) + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist5 + ->algebraicAdd(normalDist5) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=0) + } + } + }, + ) + test("(normal(mean=10) + normal(mean=10)).pdf(1.9e1)", () => { + let received = + normalDist20 + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, 1.9e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist10 + ->algebraicAdd(normalDist10) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, 1.9e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=1) + } + } + }) + test("(uniform(low=9, high=10) + beta(alpha=2, beta=5)).pdf(10)", () => { + let received = + uniformDist + ->algebraicAdd(betaDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, 1e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=4. + | Some(x) => x->expect->toBeSoCloseTo(0.001978994877226945, ~digits=3) + } + }) + test("(beta(alpha=2, beta=5) + uniform(low=9, high=10)).pdf(10)", () => { + let received = + betaDist + ->algebraicAdd(uniformDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.pdf(d, 1e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=4. + | Some(x) => x->expect->toBeSoCloseTo(0.001978994877226945, ~digits=3) + } + }) + }) + describe("cdf", () => { + testAll("(normal(mean=5) + normal(mean=5)).cdf (imprecise)", list{6e0, 8e0, 1e1, 1.2e1}, x => { + let received = + normalDist10 + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist5 + ->algebraicAdd(normalDist5) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=0) + } + } + }) + test("(normal(mean=10) + normal(mean=10)).cdf(1.25e1)", () => { + let received = + normalDist20 + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, 1.25e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist10 + ->algebraicAdd(normalDist10) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, 1.25e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=2) + } + } + }) + test("(uniform(low=9, high=10) + beta(alpha=2, beta=5)).cdf(10)", () => { + let received = + uniformDist + ->algebraicAdd(betaDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, 1e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=4. + | Some(x) => x->expect->toBeSoCloseTo(0.0013961779932477507, ~digits=3) + } + }) + test("(beta(alpha=2, beta=5) + uniform(low=9, high=10)).cdf(10)", () => { + let received = + betaDist + ->algebraicAdd(uniformDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.cdf(d, 1e1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=4. + | Some(x) => x->expect->toBeSoCloseTo(0.001388898111625753, ~digits=3) + } + }) + }) + + describe("inv", () => { + testAll("(normal(mean=5) + normal(mean=5)).inv (imprecise)", list{5e-2, 4.2e-3, 9e-3}, x => { + let received = + normalDist10 + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist5 + ->algebraicAdd(normalDist5) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, x)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=-1) + } + } + }) + test("(normal(mean=10) + normal(mean=10)).inv(1e-1)", () => { + let received = + normalDist20 + ->Ok + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, 1e-1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + let calculated = + normalDist10 + ->algebraicAdd(normalDist10) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, 1e-1)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toOption + ->E.O.flatten + switch received { + | None => + "this branch occurs when the dispatch to Jstat on trusted input fails." + ->expect + ->toBe("never") + | Some(x) => + switch calculated { + | None => "algebraicAdd has"->expect->toBe("failed") + | Some(y) => x->expect->toBeSoCloseTo(y, ~digits=-1) + } + } + }) + test("(uniform(low=9, high=10) + beta(alpha=2, beta=5)).inv(2e-2)", () => { + let received = + uniformDist + ->algebraicAdd(betaDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, 2e-2)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=2. + | Some(x) => x->expect->toBeSoCloseTo(10.927078217530806, ~digits=0) + } + }) + test("(beta(alpha=2, beta=5) + uniform(low=9, high=10)).inv(2e-2)", () => { + let received = + betaDist + ->algebraicAdd(uniformDist) + ->E.R2.fmap(d => GenericDist_Types.Constructors.UsingDists.inv(d, 2e-2)) + ->E.R2.fmap(run) + ->E.R2.fmap(toFloat) + ->E.R.toExn + switch received { + | None => "algebraicAdd has"->expect->toBe("failed") + // This is nondeterministic, we could be in a situation where ci fails but you click rerun and it passes, which is bad. + // sometimes it works with ~digits=2. + | Some(x) => x->expect->toBeSoCloseTo(10.915396627014363, ~digits=0) + } + }) + }) +}) diff --git a/packages/squiggle-lang/__tests__/Distributions/Invariants/Means_test.res b/packages/squiggle-lang/__tests__/Distributions/Invariants/Means_test.res new file mode 100644 index 00000000..bcc461bc --- /dev/null +++ b/packages/squiggle-lang/__tests__/Distributions/Invariants/Means_test.res @@ -0,0 +1,156 @@ +/* +This is the most basic file in our invariants family of tests. + +Validate that the addition of means equals the mean of the addition, similar for subtraction and multiplication. + +Details in https://develop--squiggle-documentation.netlify.app/docs/internal/invariants/ + +Note: epsilon of 1e3 means the invariants are, in general, not being satisfied. +*/ + +open Jest +open Expect +open TestHelpers + +module Internals = { + let epsilon = 5e1 + + let mean = GenericDist_Types.Constructors.UsingDists.mean + + let expectImpossiblePath: string => assertion = algebraicOp => + `${algebraicOp} has`->expect->toEqual("failed") + + let distributions = list{ + normalMake(4e0, 1e0), + betaMake(2e0, 4e0), + exponentialMake(1.234e0), + uniformMake(7e0, 1e1), + // cauchyMake(1e0, 1e0), + lognormalMake(2e0, 1e0), + triangularMake(1e0, 1e1, 5e1), + Ok(floatMake(1e1)), + } + let pairsOfDifferentDistributions = E.L.combinations2(distributions) + + let runMean: DistributionTypes.genericDist => float = dist => { + dist->mean->run->toFloat->E.O2.toExn("Shouldn't see this because we trust testcase input") + } + + let testOperationMean = ( + distOp: ( + DistributionTypes.genericDist, + DistributionTypes.genericDist, + ) => result, + description: string, + floatOp: (float, float) => float, + dist1': SymbolicDistTypes.symbolicDist, + dist2': SymbolicDistTypes.symbolicDist, + ~epsilon: float, + ) => { + let dist1 = dist1'->DistributionTypes.Symbolic + let dist2 = dist2'->DistributionTypes.Symbolic + let received = + distOp(dist1, dist2)->E.R2.fmap(mean)->E.R2.fmap(run)->E.R2.fmap(toFloat)->E.R.toExn + let expected = floatOp(runMean(dist1), runMean(dist2)) + switch received { + | None => expectImpossiblePath(description) + | Some(x) => expectErrorToBeBounded(x, expected, ~epsilon) + } + } +} + +let { + algebraicAdd, + algebraicMultiply, + algebraicDivide, + algebraicSubtract, + algebraicLogarithm, + algebraicPower, +} = module(DistributionOperation.Constructors) + +let algebraicAdd = algebraicAdd(~env) +let algebraicMultiply = algebraicMultiply(~env) +let algebraicDivide = algebraicDivide(~env) +let algebraicSubtract = algebraicSubtract(~env) +let algebraicLogarithm = algebraicLogarithm(~env) +let algebraicPower = algebraicPower(~env) + +let {testOperationMean, distributions, pairsOfDifferentDistributions, epsilon} = module(Internals) + +describe("Means are invariant", () => { + describe("for addition", () => { + let testAdditionMean = testOperationMean(algebraicAdd, "algebraicAdd", \"+.", ~epsilon) + + testAll("with two of the same distribution", distributions, dist => { + E.R.liftM2(testAdditionMean, dist, dist)->E.R.toExn + }) + + testAll("with two different distributions", pairsOfDifferentDistributions, dists => { + let (dist1, dist2) = dists + E.R.liftM2(testAdditionMean, dist1, dist2)->E.R.toExn + }) + + testAll( + "with two different distributions in swapped order", + pairsOfDifferentDistributions, + dists => { + let (dist1, dist2) = dists + E.R.liftM2(testAdditionMean, dist2, dist1)->E.R.toExn + }, + ) + }) + + describe("for subtraction", () => { + let testSubtractionMean = testOperationMean( + algebraicSubtract, + "algebraicSubtract", + \"-.", + ~epsilon, + ) + + testAll("with two of the same distribution", distributions, dist => { + E.R.liftM2(testSubtractionMean, dist, dist)->E.R.toExn + }) + + testAll("with two different distributions", pairsOfDifferentDistributions, dists => { + let (dist1, dist2) = dists + E.R.liftM2(testSubtractionMean, dist1, dist2)->E.R.toExn + }) + + testAll( + "with two different distributions in swapped order", + pairsOfDifferentDistributions, + dists => { + let (dist1, dist2) = dists + E.R.liftM2(testSubtractionMean, dist2, dist1)->E.R.toExn + }, + ) + }) + + describe("for multiplication", () => { + let testMultiplicationMean = testOperationMean( + algebraicMultiply, + "algebraicMultiply", + \"*.", + ~epsilon, + ) + + testAll("with two of the same distribution", distributions, dist => { + E.R.liftM2(testMultiplicationMean, dist, dist)->E.R.toExn + }) + + testAll("with two different distributions", pairsOfDifferentDistributions, dists => { + let (dist1, dist2) = dists + E.R.liftM2(testMultiplicationMean, dist1, dist2)->E.R.toExn + }) + + testAll( + "with two different distributions in swapped order", + pairsOfDifferentDistributions, + dists => { + let (dist1, dist2) = dists + E.R.liftM2(testMultiplicationMean, dist2, dist1)->E.R.toExn + }, + ) + }) +}) diff --git a/packages/squiggle-lang/__tests__/Distributions/Mixture_test.res b/packages/squiggle-lang/__tests__/Distributions/Mixture_test.res index 2ab1de08..ee048853 100644 --- a/packages/squiggle-lang/__tests__/Distributions/Mixture_test.res +++ b/packages/squiggle-lang/__tests__/Distributions/Mixture_test.res @@ -1,70 +1,65 @@ open Jest -open Expect -open TestHelpers - -// TODO: use Normal.make (etc.), but preferably after the new validation dispatch is in. -let mkNormal = (mean, stdev) => GenericDist_Types.Symbolic(#Normal({mean: mean, stdev: stdev})) -let mkBeta = (alpha, beta) => GenericDist_Types.Symbolic(#Beta({alpha: alpha, beta: beta})) -let mkExponential = rate => GenericDist_Types.Symbolic(#Exponential({rate: rate})) -let mkUniform = (low, high) => GenericDist_Types.Symbolic(#Uniform({low: low, high: high})) -let mkCauchy = (local, scale) => GenericDist_Types.Symbolic(#Cauchy({local: local, scale: scale})) -let mkLognormal = (mu, sigma) => GenericDist_Types.Symbolic(#Lognormal({mu: mu, sigma: sigma})) +open Expect +open TestHelpers describe("mixture", () => { - testAll("fair mean of two normal distributions", list{(0.0, 1e2), (-1e1, -1e-4), (-1e1, 1e2), (-1e1, 1e1)}, tup => { // should be property - let (mean1, mean2) = tup - let meanValue = { - run(Mixture([(mkNormal(mean1, 9e-1), 0.5), (mkNormal(mean2, 9e-1), 0.5)])) - -> outputMap(FromDist(ToFloat(#Mean))) - } - meanValue -> unpackFloat -> expect -> toBeSoCloseTo((mean1 +. mean2) /. 2.0, ~digits=-1) - }) testAll( - "weighted mean of a beta and an exponential", - // This would not survive property testing, it was easy for me to find cases that NaN'd out. - list{((128.0, 1.0), 2.0), ((2e-1, 64.0), 16.0), ((1e0, 1e0), 64.0)}, - tup => { - let ((alpha, beta), rate) = tup - let betaWeight = 0.25 - let exponentialWeight = 0.75 - let meanValue = { - run(Mixture( - [ - (mkBeta(alpha, beta), betaWeight), - (mkExponential(rate), exponentialWeight) - ] - )) -> outputMap(FromDist(ToFloat(#Mean))) - } - let betaMean = 1.0 /. (1.0 +. beta /. alpha) - let exponentialMean = 1.0 /. rate - meanValue - -> unpackFloat - -> expect - -> toBeSoCloseTo( - betaWeight *. betaMean +. exponentialWeight *. exponentialMean, - ~digits=-1 + "fair mean of two normal distributions", + list{(0.0, 1e2), (-1e1, -1e-4), (-1e1, 1e2), (-1e1, 1e1)}, + tup => { + // should be property + let (mean1, mean2) = tup + let meanValue = { + run(Mixture([(mkNormal(mean1, 9e-1), 0.5), (mkNormal(mean2, 9e-1), 0.5)]))->outputMap( + FromDist(ToFloat(#Mean)), ) } + meanValue->unpackFloat->expect->toBeSoCloseTo((mean1 +. mean2) /. 2.0, ~digits=-1) + }, ) testAll( - "weighted mean of lognormal and uniform", - // Would not survive property tests: very easy to find cases that NaN out. - list{((-1e2,1e1), (2e0,1e0)), ((-1e-16,1e-16), (1e-8,1e0)), ((0.0,1e0), (1e0,1e-2))}, - tup => { - let ((low, high), (mu, sigma)) = tup - let uniformWeight = 0.6 - let lognormalWeight = 0.4 - let meanValue = { - run(Mixture([(mkUniform(low, high), uniformWeight), (mkLognormal(mu, sigma), lognormalWeight)])) - -> outputMap(FromDist(ToFloat(#Mean))) - } - let uniformMean = (low +. high) /. 2.0 - let lognormalMean = mu +. sigma ** 2.0 /. 2.0 - meanValue - -> unpackFloat - -> expect - -> toBeSoCloseTo(uniformWeight *. uniformMean +. lognormalWeight *. lognormalMean, ~digits=-1) + "weighted mean of a beta and an exponential", + // This would not survive property testing, it was easy for me to find cases that NaN'd out. + list{((128.0, 1.0), 2.0), ((2e-1, 64.0), 16.0), ((1e0, 1e0), 64.0)}, + tup => { + let ((alpha, beta), rate) = tup + let betaWeight = 0.25 + let exponentialWeight = 0.75 + let meanValue = { + run( + Mixture([(mkBeta(alpha, beta), betaWeight), (mkExponential(rate), exponentialWeight)]), + )->outputMap(FromDist(ToFloat(#Mean))) } + let betaMean = 1.0 /. (1.0 +. beta /. alpha) + let exponentialMean = 1.0 /. rate + meanValue + ->unpackFloat + ->expect + ->toBeSoCloseTo(betaWeight *. betaMean +. exponentialWeight *. exponentialMean, ~digits=-1) + }, + ) + testAll( + "weighted mean of lognormal and uniform", + // Would not survive property tests: very easy to find cases that NaN out. + list{((-1e2, 1e1), (2e0, 1e0)), ((-1e-16, 1e-16), (1e-8, 1e0)), ((0.0, 1e0), (1e0, 1e-2))}, + tup => { + let ((low, high), (mu, sigma)) = tup + let uniformWeight = 0.6 + let lognormalWeight = 0.4 + let meanValue = { + run( + Mixture([ + (mkUniform(low, high), uniformWeight), + (mkLognormal(mu, sigma), lognormalWeight), + ]), + )->outputMap(FromDist(ToFloat(#Mean))) + } + let uniformMean = (low +. high) /. 2.0 + let lognormalMean = mu +. sigma ** 2.0 /. 2.0 + meanValue + ->unpackFloat + ->expect + ->toBeSoCloseTo(uniformWeight *. uniformMean +. lognormalWeight *. lognormalMean, ~digits=-1) + }, ) }) - diff --git a/packages/squiggle-lang/__tests__/Distributions/SampleSetDist_test.res b/packages/squiggle-lang/__tests__/Distributions/SampleSetDist_test.res index 5a48dd80..ee36d191 100644 --- a/packages/squiggle-lang/__tests__/Distributions/SampleSetDist_test.res +++ b/packages/squiggle-lang/__tests__/Distributions/SampleSetDist_test.res @@ -38,4 +38,3 @@ describe("Continuous and discrete splits", () => { let toArr2 = discrete2 |> E.FloatFloatMap.toArray makeTest("splitMedium at count=500", toArr2 |> Belt.Array.length, 500) }) - diff --git a/packages/squiggle-lang/__tests__/Distributions/Symbolic_test.res b/packages/squiggle-lang/__tests__/Distributions/Symbolic_test.res index 9a37a63a..6ee9ffc8 100644 --- a/packages/squiggle-lang/__tests__/Distributions/Symbolic_test.res +++ b/packages/squiggle-lang/__tests__/Distributions/Symbolic_test.res @@ -3,131 +3,115 @@ open Expect open TestHelpers // TODO: use Normal.make (but preferably after teh new validation dispatch is in) -let mkNormal = (mean, stdev) => GenericDist_Types.Symbolic(#Normal({mean: mean, stdev: stdev})) +let mkNormal = (mean, stdev) => DistributionTypes.Symbolic(#Normal({mean: mean, stdev: stdev})) describe("(Symbolic) normalize", () => { testAll("has no impact on normal distributions", list{-1e8, -1e-2, 0.0, 1e-4, 1e16}, mean => { let normalValue = mkNormal(mean, 2.0) let normalizedValue = run(FromDist(ToDist(Normalize), normalValue)) - normalizedValue - -> unpackDist - -> expect - -> toEqual(normalValue) + normalizedValue->unpackDist->expect->toEqual(normalValue) }) }) describe("(Symbolic) mean", () => { testAll("of normal distributions", list{-1e8, -16.0, -1e-2, 0.0, 1e-4, 32.0, 1e16}, mean => { - run(FromDist(ToFloat(#Mean), mkNormal(mean, 4.0))) - -> unpackFloat - -> expect - -> toBeCloseTo(mean) + run(FromDist(ToFloat(#Mean), mkNormal(mean, 4.0)))->unpackFloat->expect->toBeCloseTo(mean) }) Skip.test("of normal(0, -1) (it NaNs out)", () => { - run(FromDist(ToFloat(#Mean), mkNormal(1e1, -1e0))) - -> unpackFloat - -> expect - -> ExpectJs.toBeFalsy + run(FromDist(ToFloat(#Mean), mkNormal(1e1, -1e0)))->unpackFloat->expect->ExpectJs.toBeFalsy }) test("of normal(0, 1e-8) (it doesn't freak out at tiny stdev)", () => { - run(FromDist(ToFloat(#Mean), mkNormal(0.0, 1e-8))) - -> unpackFloat - -> expect - -> toBeCloseTo(0.0) + run(FromDist(ToFloat(#Mean), mkNormal(0.0, 1e-8)))->unpackFloat->expect->toBeCloseTo(0.0) }) testAll("of exponential distributions", list{1e-7, 2.0, 10.0, 100.0}, rate => { - let meanValue = run(FromDist(ToFloat(#Mean), GenericDist_Types.Symbolic(#Exponential({rate: rate})))) - meanValue -> unpackFloat -> expect -> toBeCloseTo(1.0 /. rate) // https://en.wikipedia.org/wiki/Exponential_distribution#Mean,_variance,_moments,_and_median + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Exponential({rate: rate}))), + ) + meanValue->unpackFloat->expect->toBeCloseTo(1.0 /. rate) // https://en.wikipedia.org/wiki/Exponential_distribution#Mean,_variance,_moments,_and_median }) test("of a cauchy distribution", () => { - let meanValue = run(FromDist(ToFloat(#Mean), GenericDist_Types.Symbolic(#Cauchy({local: 1.0, scale: 1.0})))) - meanValue - -> unpackFloat - -> expect - -> toBeCloseTo(2.01868297874546) + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Cauchy({local: 1.0, scale: 1.0}))), + ) + meanValue->unpackFloat->expect->toBeSoCloseTo(1.0098094001641797, ~digits=5) //-> toBe(GenDistError(Other("Cauchy distributions may have no mean value."))) }) - testAll("of triangular distributions", list{(1.0,2.0,3.0), (-1e7,-1e-7,1e-7), (-1e-7,1e0,1e7), (-1e-16,0.0,1e-16)}, tup => { - let (low, medium, high) = tup - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Triangular({low: low, medium: medium, high: high})) - )) - meanValue - -> unpackFloat - -> expect - -> toBeCloseTo((low +. medium +. high) /. 3.0) // https://www.statology.org/triangular-distribution/ - }) + testAll( + "of triangular distributions", + list{(1.0, 2.0, 3.0), (-1e7, -1e-7, 1e-7), (-1e-7, 1e0, 1e7), (-1e-16, 0.0, 1e-16)}, + tup => { + let (low, medium, high) = tup + let meanValue = run( + FromDist( + ToFloat(#Mean), + DistributionTypes.Symbolic(#Triangular({low: low, medium: medium, high: high})), + ), + ) + meanValue->unpackFloat->expect->toBeCloseTo((low +. medium +. high) /. 3.0) // https://www.statology.org/triangular-distribution/ + }, + ) - // TODO: nonpositive inputs are SUPPOSED to crash. - testAll("of beta distributions", list{(1e-4, 6.4e1), (1.28e2, 1e0), (1e-16, 1e-16), (1e16, 1e16), (-1e4, 1e1), (1e1, -1e4)}, tup => { - let (alpha, beta) = tup - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Beta({alpha: alpha, beta: beta})) - )) - meanValue - -> unpackFloat - -> expect - -> toBeCloseTo(1.0 /. (1.0 +. (beta /. alpha))) // https://en.wikipedia.org/wiki/Beta_distribution#Mean - }) + // TODO: nonpositive inputs are SUPPOSED to crash. + testAll( + "of beta distributions", + list{(1e-4, 6.4e1), (1.28e2, 1e0), (1e-16, 1e-16), (1e16, 1e16), (-1e4, 1e1), (1e1, -1e4)}, + tup => { + let (alpha, beta) = tup + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Beta({alpha: alpha, beta: beta}))), + ) + meanValue->unpackFloat->expect->toBeCloseTo(1.0 /. (1.0 +. beta /. alpha)) // https://en.wikipedia.org/wiki/Beta_distribution#Mean + }, + ) // TODO: When we have our theory of validators we won't want this to be NaN but to be an error. test("of beta(0, 0)", () => { - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Beta({alpha: 0.0, beta: 0.0})) - )) - meanValue - -> unpackFloat - -> expect - -> ExpectJs.toBeFalsy + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Beta({alpha: 0.0, beta: 0.0}))), + ) + meanValue->unpackFloat->expect->ExpectJs.toBeFalsy }) - testAll("of lognormal distributions", list{(2.0, 4.0), (1e-7, 1e-2), (-1e6, 10.0), (1e3, -1e2), (-1e8, -1e4), (1e2, 1e-5)}, tup => { - let (mu, sigma) = tup - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Lognormal({mu: mu, sigma: sigma})) - )) - meanValue - -> unpackFloat - -> expect - -> toBeCloseTo(Js.Math.exp(mu +. sigma ** 2.0 /. 2.0 )) // https://brilliant.org/wiki/log-normal-distribution/ - }) + testAll( + "of lognormal distributions", + list{(2.0, 4.0), (1e-7, 1e-2), (-1e6, 10.0), (1e3, -1e2), (-1e8, -1e4), (1e2, 1e-5)}, + tup => { + let (mu, sigma) = tup + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Lognormal({mu: mu, sigma: sigma}))), + ) + meanValue->unpackFloat->expect->toBeCloseTo(Js.Math.exp(mu +. sigma ** 2.0 /. 2.0)) // https://brilliant.org/wiki/log-normal-distribution/ + }, + ) - testAll("of uniform distributions", list{(1e-5, 12.345), (-1e4, 1e4), (-1e16, -1e2), (5.3e3, 9e9)}, tup => { - let (low, high) = tup - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Uniform({low: low, high: high})) - )) - meanValue - -> unpackFloat - -> expect - -> toBeCloseTo((low +. high) /. 2.0) // https://en.wikipedia.org/wiki/Continuous_uniform_distribution#Moments - }) + testAll( + "of uniform distributions", + list{(1e-5, 12.345), (-1e4, 1e4), (-1e16, -1e2), (5.3e3, 9e9)}, + tup => { + let (low, high) = tup + let meanValue = run( + FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Uniform({low: low, high: high}))), + ) + meanValue->unpackFloat->expect->toBeCloseTo((low +. high) /. 2.0) // https://en.wikipedia.org/wiki/Continuous_uniform_distribution#Moments + }, + ) test("of a float", () => { - let meanValue = run(FromDist( - ToFloat(#Mean), - GenericDist_Types.Symbolic(#Float(7.7)) - )) - meanValue -> unpackFloat -> expect -> toBeCloseTo(7.7) + let meanValue = run(FromDist(ToFloat(#Mean), DistributionTypes.Symbolic(#Float(7.7)))) + meanValue->unpackFloat->expect->toBeCloseTo(7.7) }) }) describe("Normal distribution with sparklines", () => { - let parameterWiseAdditionPdf = (n1: SymbolicDistTypes.normal, n2: SymbolicDistTypes.normal) => { let normalDistAtSumMeanConstr = SymbolicDist.Normal.add(n1, n2) let normalDistAtSumMean: SymbolicDistTypes.normal = switch normalDistAtSumMeanConstr { - | #Normal(params) => params + | #Normal(params) => params } x => SymbolicDist.Normal.pdf(x, normalDistAtSumMean) } @@ -138,24 +122,25 @@ describe("Normal distribution with sparklines", () => { test("mean=5 pdf", () => { let pdfNormalDistAtMean5 = x => SymbolicDist.Normal.pdf(x, normalDistAtMean5) - let sparklineMean5 = fnImage(pdfNormalDistAtMean5, range20Float) - Sparklines.create(sparklineMean5, ()) - -> expect - -> toEqual(`▁▂▃▆██▇▅▂▁▁▁▁▁▁▁▁▁▁▁`) + let sparklineMean5 = fnImage(pdfNormalDistAtMean5, range20Float) + Sparklines.create(sparklineMean5, ()) + ->expect + ->toEqual(`▁▂▃▆██▇▅▂▁▁▁▁▁▁▁▁▁▁▁`) }) - - test("parameter-wise addition of two normal distributions", () => { - let sparklineMean15 = normalDistAtMean5 -> parameterWiseAdditionPdf(normalDistAtMean10) -> fnImage(range20Float) + + test("parameter-wise addition of two normal distributions", () => { + let sparklineMean15 = + normalDistAtMean5->parameterWiseAdditionPdf(normalDistAtMean10)->fnImage(range20Float) Sparklines.create(sparklineMean15, ()) - -> expect - -> toEqual(`▁▁▁▁▁▁▁▁▁▂▃▄▆███▇▅▄▂`) + ->expect + ->toEqual(`▁▁▁▁▁▁▁▁▁▂▃▄▆███▇▅▄▂`) }) test("mean=10 cdf", () => { let cdfNormalDistAtMean10 = x => SymbolicDist.Normal.cdf(x, normalDistAtMean10) let sparklineMean10 = fnImage(cdfNormalDistAtMean10, range20Float) Sparklines.create(sparklineMean10, ()) - -> expect - -> toEqual(`▁▁▁▁▁▁▁▁▂▄▅▇████████`) + ->expect + ->toEqual(`▁▁▁▁▁▁▁▁▂▄▅▇████████`) }) }) diff --git a/packages/squiggle-lang/__tests__/JS__Test.ts b/packages/squiggle-lang/__tests__/JS__Test.ts index 8e5961a3..72f68ba4 100644 --- a/packages/squiggle-lang/__tests__/JS__Test.ts +++ b/packages/squiggle-lang/__tests__/JS__Test.ts @@ -1,53 +1,56 @@ -import { run, GenericDist, resultMap, makeSampleSetDist } from "../src/js/index"; +import { + run, + Distribution, + resultMap, + squiggleExpression, + errorValueToString, +} from "../src/js/index"; -let testRun = (x: string) => { - let result = run(x); - if (result.tag == "Ok") { - return { tag: "Ok", value: result.value.exports }; +let testRun = (x: string): squiggleExpression => { + let result = run(x, { sampleCount: 100, xyPointLength: 100 }); + expect(result.tag).toEqual("Ok"); + if (result.tag === "Ok") { + return result.value; } else { - return result; + throw Error( + "Expected squiggle expression to evaluate but got error: " + + errorValueToString(result.value) + ); } }; +function Ok(x: b) { + return { tag: "Ok", value: x }; +} + describe("Simple calculations and results", () => { test("mean(normal(5,2))", () => { expect(testRun("mean(normal(5,2))")).toEqual({ - tag: "Ok", - value: [{ NAME: "Float", VAL: 5 }], + tag: "number", + value: 5, }); }); test("10+10", () => { let foo = testRun("10 + 10"); - expect(foo).toEqual({ tag: "Ok", value: [{ NAME: "Float", VAL: 20 }] }); + expect(foo).toEqual({ tag: "number", value: 20 }); }); }); describe("Log function", () => { test("log(1) = 0", () => { let foo = testRun("log(1)"); - expect(foo).toEqual({ tag: "Ok", value: [{ NAME: "Float", VAL: 0 }] }); + expect(foo).toEqual({ tag: "number", value: 0 }); }); }); -describe("Multimodal too many weights error", () => { - test("mm(0,0,[0,0,0])", () => { - let foo = testRun("mm(0,0,[0,0,0])"); - expect(foo).toEqual({ - tag: "Error", - value: "Function multimodal error: Too many weights provided", - }); - }); -}); - -describe("GenericDist", () => { - +describe("Distribution", () => { //It's important that sampleCount is less than 9. If it's more, than that will create randomness //Also, note, the value should be created using makeSampleSetDist() later on. let env = { sampleCount: 8, xyPointLength: 100 }; - let dist = new GenericDist( + let dist = new Distribution( { tag: "SampleSet", value: [3, 4, 5, 6, 6, 7, 10, 15, 30] }, env ); - let dist2 = new GenericDist( + let dist2 = new Distribution( { tag: "SampleSet", value: [20, 22, 24, 29, 30, 35, 38, 44, 52] }, env ); @@ -66,22 +69,24 @@ describe("GenericDist", () => { }); test("toPointSet", () => { expect( - resultMap(dist.toPointSet(), (r: GenericDist) => r.toString()).value.value - ).toBe("Point Set Distribution"); + resultMap(dist.toPointSet(), (r: Distribution) => r.toString()) + ).toEqual(Ok("Point Set Distribution")); }); test("toSparkline", () => { - expect(dist.toSparkline(20).value).toBe("▁▁▃▅███▆▄▃▂▁▁▂▂▃▂▁▁▁"); + expect(dist.toSparkline(20).value).toEqual("▁▁▃▅███▆▄▃▂▁▁▂▂▃▂▁▁▁"); }); test("algebraicAdd", () => { expect( - resultMap(dist.algebraicAdd(dist2), (r: GenericDist) => r.toSparkline(20)) - .value.value - ).toBe("▁▁▂▄▆████▇▆▄▄▃▃▃▂▁▁▁"); + resultMap(dist.algebraicAdd(dist2), (r: Distribution) => + r.toSparkline(20) + ).value + ).toEqual(Ok("▁▁▂▄▆████▇▆▄▄▃▃▃▂▁▁▁")); }); test("pointwiseAdd", () => { expect( - resultMap(dist.pointwiseAdd(dist2), (r: GenericDist) => r.toSparkline(20)) - .value.value - ).toBe("▁▂▅██▅▅▅▆▇█▆▅▃▃▂▂▁▁▁"); + resultMap(dist.pointwiseAdd(dist2), (r: Distribution) => + r.toSparkline(20) + ).value + ).toEqual(Ok("▁▂▅██▅▅▅▆▇█▆▅▃▃▂▂▁▁▁")); }); }); diff --git a/packages/squiggle-lang/__tests__/Lodash_test.res b/packages/squiggle-lang/__tests__/Lodash_test.res index 2700764b..f0782019 100644 --- a/packages/squiggle-lang/__tests__/Lodash_test.res +++ b/packages/squiggle-lang/__tests__/Lodash_test.res @@ -3,8 +3,8 @@ open Expect let makeTest = (~only=false, str, item1, item2) => only - ? Only.test(str, () => expect(item1) -> toEqual(item2)) - : test(str, () => expect(item1) -> toEqual(item2)) + ? Only.test(str, () => expect(item1)->toEqual(item2)) + : test(str, () => expect(item1)->toEqual(item2)) describe("Lodash", () => describe("Lodash", () => { diff --git a/packages/squiggle-lang/__tests__/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn_test.res b/packages/squiggle-lang/__tests__/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn_test.res index 2fd2a976..f376094a 100644 --- a/packages/squiggle-lang/__tests__/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn_test.res +++ b/packages/squiggle-lang/__tests__/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn_test.res @@ -4,17 +4,19 @@ open Jest open Expect let expectEvalToBe = (expr: string, answer: string) => - Reducer.eval(expr)->ExpressionValue.toStringResult->expect->toBe(answer) + Reducer.evaluate(expr)->ExpressionValue.toStringResult->expect->toBe(answer) + +let testEval = (expr, answer) => test(expr, () => expectEvalToBe(expr, answer)) describe("builtin", () => { // All MathJs operators and functions are available for string, number and boolean // .e.g + - / * > >= < <= == /= not and or // See https://mathjs.org/docs/expressions/syntax.html // See https://mathjs.org/docs/reference/functions.html - test("-1", () => expectEvalToBe("-1", "Ok(-1)")) - test("1-1", () => expectEvalToBe("1-1", "Ok(0)")) - test("2>1", () => expectEvalToBe("2>1", "Ok(true)")) - test("concat('a','b')", () => expectEvalToBe("concat('a','b')", "Ok('ab')")) + testEval("-1", "Ok(-1)") + testEval("1-1", "Ok(0)") + testEval("2>1", "Ok(true)") + testEval("concat('a','b')", "Ok('ab')") }) describe("builtin exception", () => { diff --git a/packages/squiggle-lang/__tests__/Reducer/Reducer_MathJs/Reducer_MathJsParse_test.res b/packages/squiggle-lang/__tests__/Reducer/Reducer_MathJs/Reducer_MathJsParse_test.res index 4acfc1c1..6282c14d 100644 --- a/packages/squiggle-lang/__tests__/Reducer/Reducer_MathJs/Reducer_MathJsParse_test.res +++ b/packages/squiggle-lang/__tests__/Reducer/Reducer_MathJs/Reducer_MathJsParse_test.res @@ -7,45 +7,62 @@ open Expect let expectParseToBe = (expr, answer) => Parse.parse(expr)->Result.flatMap(Parse.castNodeType)->Parse.toStringResult->expect->toBe(answer) +let testParse = (expr, answer) => test(expr, () => expectParseToBe(expr, answer)) + +let testDescriptionParse = (desc, expr, answer) => test(desc, () => expectParseToBe(expr, answer)) + +module MySkip = { + let testParse = (expr, answer) => Skip.test(expr, () => expectParseToBe(expr, answer)) + + let testDescriptionParse = (desc, expr, answer) => + Skip.test(desc, () => expectParseToBe(expr, answer)) +} + describe("MathJs parse", () => { describe("literals operators paranthesis", () => { - test("1", () => expectParseToBe("1", "1")) - test("'hello'", () => expectParseToBe("'hello'", "'hello'")) - test("true", () => expectParseToBe("true", "true")) - test("1+2", () => expectParseToBe("1+2", "add(1, 2)")) - test("add(1,2)", () => expectParseToBe("add(1,2)", "add(1, 2)")) - test("(1)", () => expectParseToBe("(1)", "(1)")) - test("(1+2)", () => expectParseToBe("(1+2)", "(add(1, 2))")) + testParse("1", "1") + testParse("'hello'", "'hello'") + testParse("true", "true") + testParse("1+2", "add(1, 2)") + testParse("add(1,2)", "add(1, 2)") + testParse("(1)", "(1)") + testParse("(1+2)", "(add(1, 2))") + }) + + describe("multi-line", () => { + testParse("1; 2", "{1; 2}") }) describe("variables", () => { - Skip.test("define", () => expectParseToBe("x = 1", "???")) - Skip.test("use", () => expectParseToBe("x", "???")) + testParse("x = 1", "x = 1") + testParse("x", "x") + testParse("x = 1; x", "{x = 1; x}") }) describe("functions", () => { - Skip.test("define", () => expectParseToBe("identity(x) = x", "???")) - Skip.test("use", () => expectParseToBe("identity(x)", "???")) + MySkip.testParse("identity(x) = x", "???") + MySkip.testParse("identity(x)", "???") }) describe("arrays", () => { - test("empty", () => expectParseToBe("[]", "[]")) - test("define", () => expectParseToBe("[0, 1, 2]", "[0, 1, 2]")) - test("define with strings", () => expectParseToBe("['hello', 'world']", "['hello', 'world']")) - Skip.test("range", () => expectParseToBe("range(0, 4)", "range(0, 4)")) - test("index", () => expectParseToBe("([0,1,2])[1]", "([0, 1, 2])[1]")) + testDescriptionParse("empty", "[]", "[]") + testDescriptionParse("define", "[0, 1, 2]", "[0, 1, 2]") + testDescriptionParse("define with strings", "['hello', 'world']", "['hello', 'world']") + MySkip.testParse("range(0, 4)", "range(0, 4)") + testDescriptionParse("index", "([0,1,2])[1]", "([0, 1, 2])[1]") }) describe("records", () => { - test("define", () => expectParseToBe("{a: 1, b: 2}", "{a: 1, b: 2}")) - test("use", () => expectParseToBe("record.property", "record['property']")) + testDescriptionParse("define", "{a: 1, b: 2}", "{a: 1, b: 2}") + testDescriptionParse("use", "record.property", "record['property']") }) describe("comments", () => { - Skip.test("define", () => expectParseToBe("# This is a comment", "???")) + MySkip.testDescriptionParse("define", "# This is a comment", "???") }) describe("if statement", () => { - Skip.test("define", () => expectParseToBe("if (true) { 1 } else { 0 }", "???")) + // TODO Tertiary operator instead + MySkip.testDescriptionParse("define", "if (true) { 1 } else { 0 }", "???") }) }) diff --git a/packages/squiggle-lang/__tests__/Reducer/Reducer_TestHelpers.res b/packages/squiggle-lang/__tests__/Reducer/Reducer_TestHelpers.res index 65f689cc..e6183ba0 100644 --- a/packages/squiggle-lang/__tests__/Reducer/Reducer_TestHelpers.res +++ b/packages/squiggle-lang/__tests__/Reducer/Reducer_TestHelpers.res @@ -8,4 +8,4 @@ let expectParseToBe = (expr: string, answer: string) => Reducer.parse(expr)->Expression.toStringResult->expect->toBe(answer) let expectEvalToBe = (expr: string, answer: string) => - Reducer.eval(expr)->ExpressionValue.toStringResult->expect->toBe(answer) + Reducer.evaluate(expr)->ExpressionValue.toStringResult->expect->toBe(answer) diff --git a/packages/squiggle-lang/__tests__/Reducer/Reducer_test.res b/packages/squiggle-lang/__tests__/Reducer/Reducer_test.res index 288cbabe..bd9101a2 100644 --- a/packages/squiggle-lang/__tests__/Reducer/Reducer_test.res +++ b/packages/squiggle-lang/__tests__/Reducer/Reducer_test.res @@ -1,6 +1,15 @@ open Jest open Reducer_TestHelpers +let testParseToBe = (expr, answer) => test(expr, () => expectParseToBe(expr, answer)) + +let testDescriptionParseToBe = (desc, expr, answer) => + test(desc, () => expectParseToBe(expr, answer)) + +let testEvalToBe = (expr, answer) => test(expr, () => expectEvalToBe(expr, answer)) + +let testDescriptionEvalToBe = (desc, expr, answer) => test(desc, () => expectEvalToBe(expr, answer)) + describe("reducer using mathjs parse", () => { // Test the MathJs parser compatibility // Those tests toString that there is a semantic mapping from MathJs to Expression @@ -10,31 +19,45 @@ describe("reducer using mathjs parse", () => { // Those tests toString that we are converting mathjs parse tree to what we need describe("expressions", () => { - test("1", () => expectParseToBe("1", "Ok(1)")) - test("(1)", () => expectParseToBe("(1)", "Ok(1)")) - test("1+2", () => expectParseToBe("1+2", "Ok((:add 1 2))")) - test("(1+2)", () => expectParseToBe("1+2", "Ok((:add 1 2))")) - test("add(1,2)", () => expectParseToBe("1+2", "Ok((:add 1 2))")) - test("1+2*3", () => expectParseToBe("1+2*3", "Ok((:add 1 (:multiply 2 3)))")) + testParseToBe("1", "Ok(1)") + testParseToBe("(1)", "Ok(1)") + testParseToBe("1+2", "Ok((:add 1 2))") + testParseToBe("1+2", "Ok((:add 1 2))") + testParseToBe("1+2", "Ok((:add 1 2))") + testParseToBe("1+2*3", "Ok((:add 1 (:multiply 2 3)))") }) describe("arrays", () => { //Note. () is a empty list in Lisp // The only builtin structure in Lisp is list. There are no arrays // [1,2,3] becomes (1 2 3) - test("empty", () => expectParseToBe("[]", "Ok(())")) - test("[1, 2, 3]", () => expectParseToBe("[1, 2, 3]", "Ok((1 2 3))")) - test("['hello', 'world']", () => expectParseToBe("['hello', 'world']", "Ok(('hello' 'world'))")) - test("index", () => expectParseToBe("([0,1,2])[1]", "Ok((:$atIndex (0 1 2) (1)))")) + testDescriptionParseToBe("empty", "[]", "Ok(())") + testParseToBe("[1, 2, 3]", "Ok((1 2 3))") + testParseToBe("['hello', 'world']", "Ok(('hello' 'world'))") + testDescriptionParseToBe("index", "([0,1,2])[1]", "Ok((:$atIndex (0 1 2) (1)))") }) describe("records", () => { - test("define", () => - expectParseToBe("{a: 1, b: 2}", "Ok((:$constructRecord (('a' 1) ('b' 2))))") + testDescriptionParseToBe("define", "{a: 1, b: 2}", "Ok((:$constructRecord (('a' 1) ('b' 2))))") + testDescriptionParseToBe( + "use", + "{a: 1, b: 2}.a", + "Ok((:$atIndex (:$constructRecord (('a' 1) ('b' 2))) ('a')))", ) - test("use", () => - expectParseToBe( - "{a: 1, b: 2}.a", - "Ok((:$atIndex (:$constructRecord (('a' 1) ('b' 2))) ('a')))", - ) + }) + describe("multi-line", () => { + testParseToBe("1; 2", "Ok((:$$bindExpression (:$$bindStatement (:$$bindings) 1) 2))") + testParseToBe( + "1+1; 2+1", + "Ok((:$$bindExpression (:$$bindStatement (:$$bindings) (:add 1 1)) (:add 2 1)))", + ) + }) + describe("assignment", () => { + testParseToBe( + "x=1; x", + "Ok((:$$bindExpression (:$$bindStatement (:$$bindings) (:$let :x 1)) :x))", + ) + testParseToBe( + "x=1+1; x+1", + "Ok((:$$bindExpression (:$$bindStatement (:$$bindings) (:$let :x (:add 1 1))) (:add :x 1)))", ) }) }) @@ -45,37 +68,51 @@ describe("eval", () => { // See https://mathjs.org/docs/expressions/syntax.html // See https://mathjs.org/docs/reference/functions.html describe("expressions", () => { - test("1", () => expectEvalToBe("1", "Ok(1)")) - test("1+2", () => expectEvalToBe("1+2", "Ok(3)")) - test("(1+2)*3", () => expectEvalToBe("(1+2)*3", "Ok(9)")) - test("2>1", () => expectEvalToBe("2>1", "Ok(true)")) - test("concat('a ', 'b')", () => expectEvalToBe("concat('a ', 'b')", "Ok('a b')")) - test("log(10)", () => expectEvalToBe("log(10)", "Ok(2.302585092994046)")) - test("cos(10)", () => expectEvalToBe("cos(10)", "Ok(-0.8390715290764524)")) + testEvalToBe("1", "Ok(1)") + testEvalToBe("1+2", "Ok(3)") + testEvalToBe("(1+2)*3", "Ok(9)") + testEvalToBe("2>1", "Ok(true)") + testEvalToBe("concat('a ', 'b')", "Ok('a b')") + testEvalToBe("log(10)", "Ok(2.302585092994046)") + testEvalToBe("cos(10)", "Ok(-0.8390715290764524)") // TODO more built ins }) describe("arrays", () => { test("empty array", () => expectEvalToBe("[]", "Ok([])")) - test("[1, 2, 3]", () => expectEvalToBe("[1, 2, 3]", "Ok([1, 2, 3])")) - test("['hello', 'world']", () => expectEvalToBe("['hello', 'world']", "Ok(['hello', 'world'])")) - test("index", () => expectEvalToBe("([0,1,2])[1]", "Ok(1)")) - test("index not found", () => - expectEvalToBe("([0,1,2])[10]", "Error(Array index not found: 10)") - ) + testEvalToBe("[1, 2, 3]", "Ok([1, 2, 3])") + testEvalToBe("['hello', 'world']", "Ok(['hello', 'world'])") + testEvalToBe("([0,1,2])[1]", "Ok(1)") + testDescriptionEvalToBe("index not found", "([0,1,2])[10]", "Error(Array index not found: 10)") }) describe("records", () => { test("define", () => expectEvalToBe("{a: 1, b: 2}", "Ok({a: 1, b: 2})")) test("index", () => expectEvalToBe("{a: 1}.a", "Ok(1)")) test("index not found", () => expectEvalToBe("{a: 1}.b", "Error(Record property not found: b)")) }) + + describe("multi-line", () => { + testEvalToBe("1; 2", "Error(Assignment expected)") + testEvalToBe("1+1; 2+1", "Error(Assignment expected)") + }) + describe("assignment", () => { + testEvalToBe("x=1; x", "Ok(1)") + testEvalToBe("x=1+1; x+1", "Ok(3)") + testEvalToBe("x=1; y=x+1; y+1", "Ok(3)") + testEvalToBe("1; x=1", "Error(Assignment expected)") + testEvalToBe("1; 1", "Error(Assignment expected)") + testEvalToBe("x=1; x=1", "Error(Expression expected)") + }) }) describe("test exceptions", () => { - test("javascript exception", () => - expectEvalToBe("jsraise('div by 0')", "Error(JS Exception: Error: 'div by 0')") + testDescriptionEvalToBe( + "javascript exception", + "javascriptraise('div by 0')", + "Error(JS Exception: Error: 'div by 0')", ) - - test("rescript exception", () => - expectEvalToBe("resraise()", "Error(TODO: unhandled rescript exception)") + testDescriptionEvalToBe( + "rescript exception", + "rescriptraise()", + "Error(TODO: unhandled rescript exception)", ) }) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index 096ac360..1b5f8bfd 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -19,12 +19,12 @@ describe("eval on distribution functions", () => { testEval("lognormal(5,2)", "Ok(Lognormal(5,2))") }) describe("unaryMinus", () => { - testEval("mean(-normal(5,2))", "Ok(-5.002887370380851)") + testEval("mean(-normal(5,2))", "Ok(-5)") }) describe("to", () => { testEval("5 to 2", "Error(TODO: Low value must be less than high value.)") - testEval("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.278507821238345))") - testEval("to(-2,2)", "Ok(Normal(0,1.215913388057542))") + testEval("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.27853260523016377))") + testEval("to(-2,2)", "Ok(Normal(0,1.2159136638235384))") }) describe("mean", () => { testEval("mean(normal(5,2))", "Ok(5)") @@ -45,10 +45,30 @@ describe("eval on distribution functions", () => { describe("add", () => { testEval("add(normal(5,2), normal(10,2))", "Ok(Normal(15,2.8284271247461903))") testEval("add(normal(5,2), lognormal(10,2))", "Ok(Sample Set Distribution)") - testEval("add(normal(5,2), 3)", "Ok(Point Set Distribution)") - testEval("add(3, normal(5,2))", "Ok(Point Set Distribution)") - testEval("3+normal(5,2)", "Ok(Point Set Distribution)") - testEval("normal(5,2)+3", "Ok(Point Set Distribution)") + testEval("add(normal(5,2), 3)", "Ok(Normal(8,2))") + testEval("add(3, normal(5,2))", "Ok(Normal(8,2))") + testEval("3+normal(5,2)", "Ok(Normal(8,2))") + testEval("normal(5,2)+3", "Ok(Normal(8,2))") + }) + describe("subtract", () => { + testEval("10 - normal(5, 1)", "Ok(Normal(5,1))") + testEval("normal(5, 1) - 10", "Ok(Normal(-5,1))") + }) + describe("multiply", () => { + testEval("normal(10, 2) * 2", "Ok(Normal(20,4))") + testEval("2 * normal(10, 2)", "Ok(Normal(20,4))") + testEval("lognormal(5,2) * lognormal(10,2)", "Ok(Lognormal(15,2.8284271247461903))") + testEval("lognormal(10, 2) * lognormal(5, 2)", "Ok(Lognormal(15,2.8284271247461903))") + testEval("2 * lognormal(5, 2)", "Ok(Lognormal(5.693147180559945,2))") + testEval("lognormal(5, 2) * 2", "Ok(Lognormal(5.693147180559945,2))") + }) + describe("division", () => { + testEval("lognormal(5,2) / lognormal(10,2)", "Ok(Lognormal(-5,2.8284271247461903))") + testEval("lognormal(10,2) / lognormal(5,2)", "Ok(Lognormal(5,2.8284271247461903))") + testEval("lognormal(5, 2) / 2", "Ok(Lognormal(4.306852819440055,2))") + testEval("2 / lognormal(5, 2)", "Ok(Lognormal(-4.306852819440055,2))") + testEval("2 / normal(10, 2)", "Ok(Point Set Distribution)") + testEval("normal(10, 2) / 2", "Ok(Normal(5,1))") }) describe("truncate", () => { testEval("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)") @@ -90,16 +110,8 @@ describe("eval on distribution functions", () => { }) describe("mixture", () => { - testEval( - ~skip=true, - "mx(normal(5,2), normal(10,1), normal(15, 1))", - "Ok(Point Set Distribution)", - ) - testEval( - ~skip=true, - "mixture(normal(5,2), normal(10,1), [.2,, .4])", - "Ok(Point Set Distribution)", - ) + testEval("mx(normal(5,2), normal(10,1), normal(15, 1))", "Ok(Point Set Distribution)") + testEval("mixture(normal(5,2), normal(10,1), [0.2, 0.4])", "Ok(Point Set Distribution)") }) }) @@ -109,9 +121,17 @@ describe("parse on distribution functions", () => { testParse("3 ^ normal(5,1)", "Ok((:pow 3 (:normal 5 1)))") testParse("normal(5,2) ^ 3", "Ok((:pow (:normal 5 2) 3))") }) + describe("subtraction", () => { + testParse("10 - normal(5,1)", "Ok((:subtract 10 (:normal 5 1)))") + testParse("normal(5,1) - 10", "Ok((:subtract (:normal 5 1) 10))") + }) describe("pointwise arithmetic expressions", () => { testParse(~skip=true, "normal(5,2) .+ normal(5,1)", "Ok((:dotAdd (:normal 5 2) (:normal 5 1)))") - testParse(~skip=true, "normal(5,2) .- normal(5,1)", "Ok((:dotSubtract (:normal 5 2) (:normal 5 1)))") + testParse( + ~skip=true, + "normal(5,2) .- normal(5,1)", + "Ok((:dotSubtract (:normal 5 2) (:normal 5 1)))", + ) testParse("normal(5,2) .* normal(5,1)", "Ok((:dotMultiply (:normal 5 2) (:normal 5 1)))") testParse("normal(5,2) ./ normal(5,1)", "Ok((:dotDivide (:normal 5 2) (:normal 5 1)))") testParse("normal(5,2) .^ normal(5,1)", "Ok((:dotPow (:normal 5 2) (:normal 5 1)))") diff --git a/packages/squiggle-lang/__tests__/TestHelpers.res b/packages/squiggle-lang/__tests__/TestHelpers.res index a61f57d0..5147857b 100644 --- a/packages/squiggle-lang/__tests__/TestHelpers.res +++ b/packages/squiggle-lang/__tests__/TestHelpers.res @@ -1,26 +1,62 @@ open Jest open Expect +/* +This encodes the expression for percent error +The test says "the percent error of received against expected is bounded by epsilon" + +However, the semantics are degraded by catching some numerical instability: +when expected is too small, the return of this function might blow up to infinity. +So we capture that by taking the max of abs(expected) against a 1. + +A sanity check of this function would be welcome, in general it is a better way of approaching +squiggle-lang tests than toBeSoCloseTo. +*/ +let expectErrorToBeBounded = (received, expected, ~epsilon) => { + let distance = Js.Math.abs_float(received -. expected) + let expectedAbs = Js.Math.abs_float(expected) + let normalizingDenom = Js.Math.max_float(expectedAbs, 1e0) + let error = distance /. normalizingDenom + error->expect->toBeLessThan(epsilon) +} + let makeTest = (~only=false, str, item1, item2) => only - ? Only.test(str, () => expect(item1) -> toEqual(item2)) - : test(str, () => expect(item1) -> toEqual(item2)) - + ? Only.test(str, () => expect(item1)->toEqual(item2)) + : test(str, () => expect(item1)->toEqual(item2)) let {toFloat, toDist, toString, toError, fmap} = module(DistributionOperation.Output) let fnImage = (theFn, inps) => Js.Array.map(theFn, inps) let env: DistributionOperation.env = { - sampleCount: 100, - xyPointLength: 100, + sampleCount: 10000, + xyPointLength: 1000, } let run = DistributionOperation.run(~env) let outputMap = fmap(~env) let unreachableInTestFileMessage = "Should be impossible to reach (This error is in test file)" let toExtFloat: option => float = E.O.toExt(unreachableInTestFileMessage) -let toExtDist: option => GenericDist_Types.genericDist = E.O.toExt(unreachableInTestFileMessage) +let toExtDist: option => DistributionTypes.genericDist = E.O.toExt( + unreachableInTestFileMessage, +) // let toExt: option<'a> => 'a = E.O.toExt(unreachableInTestFileMessage) -let unpackFloat = x => x -> toFloat -> toExtFloat -let unpackDist = y => y -> toDist -> toExtDist +let unpackFloat = x => x->toFloat->toExtFloat +let unpackDist = y => y->toDist->toExtDist + +let mkNormal = (mean, stdev) => DistributionTypes.Symbolic(#Normal({mean: mean, stdev: stdev})) +let mkBeta = (alpha, beta) => DistributionTypes.Symbolic(#Beta({alpha: alpha, beta: beta})) +let mkExponential = rate => DistributionTypes.Symbolic(#Exponential({rate: rate})) +let mkUniform = (low, high) => DistributionTypes.Symbolic(#Uniform({low: low, high: high})) +let mkCauchy = (local, scale) => DistributionTypes.Symbolic(#Cauchy({local: local, scale: scale})) +let mkLognormal = (mu, sigma) => DistributionTypes.Symbolic(#Lognormal({mu: mu, sigma: sigma})) + +let normalMake = SymbolicDist.Normal.make +let betaMake = SymbolicDist.Beta.make +let exponentialMake = SymbolicDist.Exponential.make +let uniformMake = SymbolicDist.Uniform.make +let cauchyMake = SymbolicDist.Cauchy.make +let lognormalMake = SymbolicDist.Lognormal.make +let triangularMake = SymbolicDist.Triangular.make +let floatMake = SymbolicDist.Float.make diff --git a/packages/squiggle-lang/__tests__/Utility_test.res b/packages/squiggle-lang/__tests__/Utility_test.res new file mode 100644 index 00000000..51844588 --- /dev/null +++ b/packages/squiggle-lang/__tests__/Utility_test.res @@ -0,0 +1,10 @@ +open Jest +open Expect + +describe("E.L.combinations2", () => { + test("size three", () => { + E.L.combinations2(list{"alice", "bob", "eve"}) + ->expect + ->toEqual(list{("alice", "bob"), ("alice", "eve"), ("bob", "eve")}) + }) +}) diff --git a/packages/squiggle-lang/__tests__/XYShape_test.res b/packages/squiggle-lang/__tests__/XYShape_test.res index b4a693b5..701d82e1 100644 --- a/packages/squiggle-lang/__tests__/XYShape_test.res +++ b/packages/squiggle-lang/__tests__/XYShape_test.res @@ -3,8 +3,8 @@ open Expect let makeTest = (~only=false, str, item1, item2) => only - ? Only.test(str, () => expect(item1) -> toEqual(item2)) - : test(str, () => expect(item1) -> toEqual(item2)) + ? Only.test(str, () => expect(item1)->toEqual(item2)) + : test(str, () => expect(item1)->toEqual(item2)) let pointSetDist1: PointSetTypes.xyShape = {xs: [1., 4., 8.], ys: [0.2, 0.4, 0.8]} @@ -21,7 +21,11 @@ let pointSetDist3: PointSetTypes.xyShape = { describe("XYShapes", () => { describe("logScorePoint", () => { makeTest("When identical", XYShape.logScorePoint(30, pointSetDist1, pointSetDist1), Some(0.0)) - makeTest("When similar", XYShape.logScorePoint(30, pointSetDist1, pointSetDist2), Some(1.658971191043856)) + makeTest( + "When similar", + XYShape.logScorePoint(30, pointSetDist1, pointSetDist2), + Some(1.658971191043856), + ) makeTest( "When very different", XYShape.logScorePoint(30, pointSetDist1, pointSetDist3), diff --git a/packages/squiggle-lang/bsconfig.json b/packages/squiggle-lang/bsconfig.json index 958a3af8..4ff06737 100644 --- a/packages/squiggle-lang/bsconfig.json +++ b/packages/squiggle-lang/bsconfig.json @@ -11,11 +11,7 @@ "subdirs": true } ], - "bsc-flags": [ - "-bs-super-errors", - "-bs-no-version-header", - "-bs-g" - ], + "bsc-flags": ["-bs-super-errors", "-bs-no-version-header", "-bs-g"], "package-specs": [ { "module": "commonjs", @@ -27,13 +23,13 @@ "bs-dependencies": [ "@glennsl/rescript-jest", "@glennsl/bs-json", - "rationale", + "rationale", "bisect_ppx" ], "gentypeconfig": { "language": "typescript", "module": "commonjs", - "shims": {"Js": "Js"}, + "shims": { "Js": "Js" }, "debug": { "all": false, "basic": false @@ -44,10 +40,6 @@ "number": "+A-42-48-9-30-4-102-20-27-41" }, "ppx-flags": [ - [ - "../../node_modules/bisect_ppx/ppx", - "--exclude-files", - ".*_test\\.res$$" - ] + ["../../node_modules/bisect_ppx/ppx", "--exclude-files", ".*_test\\.res$$"] ] } diff --git a/packages/squiggle-lang/lint.sh b/packages/squiggle-lang/lint.sh new file mode 100755 index 00000000..071823c9 --- /dev/null +++ b/packages/squiggle-lang/lint.sh @@ -0,0 +1,41 @@ +#!/bin/bash + +# Hat tip to @dfalling +# https://forum.rescript-lang.org/t/rescript-9-1-how-can-we-format-to-standard-out/1590/2?u=quinn-dougherty + +errors=false + +files=`ls src/rescript/**/**/*.res src/rescript/**/*.res src/rescript/*.res` +for file in $files +do + current=`cat $file` + linted=`echo "${current}" | rescript format -stdin .res` + diff=`diff <(echo $current) <(echo $linted)` + + if [ ${#diff} -gt 0 ] + then + echo "ERROR: $file doesn't pass lint" + errors=true + fi +done + +files=`ls src/rescript/**/**/*.resi src/rescript/**/*.resi` # src/rescript/*/resi +for file in $files +do + current=`cat $file` + linted=`echo "${current}" | rescript format -stdin .resi` + diff=`diff <(echo $current) <(echo $linted)` + if [ ${#diff} -gt 0 ] + then + echo "ERROR: $file doesn't pass lint" + errors=true + fi +done + + +if $errors +then + exit 1 +else + echo "All files pass lint" +fi \ No newline at end of file diff --git a/packages/squiggle-lang/package.json b/packages/squiggle-lang/package.json index 6146d1c2..ad6265f8 100644 --- a/packages/squiggle-lang/package.json +++ b/packages/squiggle-lang/package.json @@ -10,7 +10,13 @@ "test:reducer": "jest --testPathPattern '.*__tests__/Reducer.*'", "test": "jest", "test:watch": "jest --watchAll", - "coverage": "rm -f *.coverage; yarn clean; BISECT_ENABLE=yes yarn build; yarn test; bisect-ppx-report html", + "test:quick": "jest --modulePathIgnorePatterns=__tests__/Distributions/Invariants/*", + "coverage": "rm -f *.coverage; yarn clean; BISECT_ENABLE=yes yarn build; yarn test; bisect-ppx-report html", + "coverage:ci": "yarn clean; BISECT_ENABLE=yes yarn build; yarn test; bisect-ppx-report send-to Codecov", + "lint:rescript": "./lint.sh", + "lint:prettier": "prettier --check .", + "lint": "yarn lint:rescript && yarn lint:prettier", + "format": "rescript format -all && prettier --write .", "all": "yarn build && yarn bundle && yarn test" }, "keywords": [ @@ -25,7 +31,7 @@ "mathjs": "10.4.3", "pdfast": "^0.2.0", "rationale": "0.2.0", - "rescript": "^9.1.4", + "rescript": "^9.1.4", "bisect_ppx": "^2.7.1" }, "devDependencies": { diff --git a/packages/squiggle-lang/src/js/index.ts b/packages/squiggle-lang/src/js/index.ts index 4892c2f3..e4c80537 100644 --- a/packages/squiggle-lang/src/js/index.ts +++ b/packages/squiggle-lang/src/js/index.ts @@ -1,20 +1,26 @@ -import { runAll } from "../rescript/ProgramEvaluator.gen"; +import * as _ from "lodash"; import type { - Inputs_SamplingInputs_t as SamplingInputs, exportEnv, - exportType, exportDistribution, } from "../rescript/ProgramEvaluator.gen"; -export type { SamplingInputs, exportEnv, exportDistribution }; -export type { t as DistPlus } from "../rescript/OldInterpreter/DistPlus.gen"; +export type { exportEnv, exportDistribution }; import { genericDist, - env, - resultDist, - resultFloat, - resultString, + samplingParams, + evaluate, + expressionValue, + errorValue, + distributionError, + toPointSet, + continuousShape, + discreteShape, + distributionErrorToString, +} from "../rescript/TypescriptInterface.gen"; +export { + makeSampleSetDist, + errorValueToString, + distributionErrorToString, } from "../rescript/TypescriptInterface.gen"; -export {makeSampleSetDist} from "../rescript/TypescriptInterface.gen"; import { Constructors_mean, Constructors_sample, @@ -22,6 +28,7 @@ import { Constructors_cdf, Constructors_inv, Constructors_normalize, + Constructors_isNormalized, Constructors_toPointSet, Constructors_toSampleSet, Constructors_truncate, @@ -41,38 +48,28 @@ import { Constructors_pointwiseLogarithm, Constructors_pointwisePower, } from "../rescript/Distributions/DistributionOperation/DistributionOperation.gen"; +import { pointSetDistFn } from "../rescript/OldInterpreter/DistPlus.bs"; +export type { samplingParams, errorValue }; -export let defaultSamplingInputs: SamplingInputs = { +export let defaultSamplingInputs: samplingParams = { sampleCount: 10000, - outputXYPoints: 10000, - pointDistLength: 1000, + xyPointLength: 10000, }; -export function run( - squiggleString: string, - samplingInputs?: SamplingInputs, - environment?: exportEnv -): { tag: "Ok"; value: exportType } | { tag: "Error"; value: string } { - let si: SamplingInputs = samplingInputs - ? samplingInputs - : defaultSamplingInputs; - let env: exportEnv = environment ? environment : []; - return runAll(squiggleString, si, env); -} - -//This is clearly not fully typed. I think later we should use a functional library to -// provide a better Either type and corresponding functions. -type result = +export type result = | { tag: "Ok"; - value: any; + value: a; } | { tag: "Error"; - value: any; + value: b; }; -export function resultMap(r: result, mapFn: any): result { +export function resultMap( + r: result, + mapFn: (x: a) => b +): result { if (r.tag === "Ok") { return { tag: "Ok", value: mapFn(r.value) }; } else { @@ -80,147 +77,275 @@ export function resultMap(r: result, mapFn: any): result { } } -export function resultExn(r: result): any { - r.value +function Ok(x: a): result { + return { tag: "Ok", value: x }; } -export class GenericDist { - t: genericDist; - env: env; +type tagged = { tag: a; value: b }; - constructor(t: genericDist, env: env) { +function tag(x: a, y: b): tagged { + return { tag: x, value: y }; +} + +export type squiggleExpression = + | tagged<"symbol", string> + | tagged<"string", string> + | tagged<"call", string> + | tagged<"array", squiggleExpression[]> + | tagged<"boolean", boolean> + | tagged<"distribution", Distribution> + | tagged<"number", number> + | tagged<"record", { [key: string]: squiggleExpression }>; +export function run( + squiggleString: string, + samplingInputs?: samplingParams, + _environment?: exportEnv +): result { + let si: samplingParams = samplingInputs + ? samplingInputs + : defaultSamplingInputs; + let result: result = evaluate(squiggleString); + return resultMap(result, (x) => createTsExport(x, si)); +} + +function createTsExport( + x: expressionValue, + sampEnv: samplingParams +): squiggleExpression { + switch (x.tag) { + case "EvArray": + return tag( + "array", + x.value.map((x) => createTsExport(x, sampEnv)) + ); + case "EvBool": + return tag("boolean", x.value); + case "EvCall": + return tag("call", x.value); + case "EvDistribution": + return tag("distribution", new Distribution(x.value, sampEnv)); + case "EvNumber": + return tag("number", x.value); + case "EvRecord": + return tag( + "record", + _.mapValues(x.value, (x) => createTsExport(x, sampEnv)) + ); + case "EvString": + return tag("string", x.value); + case "EvSymbol": + return tag("symbol", x.value); + } +} + +export function resultExn(r: result): a | c { + return r.value; +} + +export type point = { x: number; y: number }; + +export type shape = { + continuous: point[]; + discrete: point[]; +}; + +function shapePoints(x: continuousShape | discreteShape): point[] { + let xs = x.xyShape.xs; + let ys = x.xyShape.ys; + return _.zipWith(xs, ys, (x, y) => ({ x, y })); +} + +export class Distribution { + t: genericDist; + env: samplingParams; + + constructor(t: genericDist, env: samplingParams) { this.t = t; this.env = env; return this; } - mapResultDist(r: resultDist) { - return resultMap(r, (v: genericDist) => new GenericDist(v, this.env)); + mapResultDist( + r: result + ): result { + return resultMap(r, (v: genericDist) => new Distribution(v, this.env)); } - mean() { + mean(): result { return Constructors_mean({ env: this.env }, this.t); } - sample(): resultFloat { + sample(): result { return Constructors_sample({ env: this.env }, this.t); } - pdf(n: number): resultFloat { + pdf(n: number): result { return Constructors_pdf({ env: this.env }, this.t, n); } - cdf(n: number): resultFloat { + cdf(n: number): result { return Constructors_cdf({ env: this.env }, this.t, n); } - inv(n: number): resultFloat { + inv(n: number): result { return Constructors_inv({ env: this.env }, this.t, n); } - normalize() { + isNormalized(): result { + return Constructors_isNormalized({ env: this.env }, this.t); + } + + normalize(): result { return this.mapResultDist( Constructors_normalize({ env: this.env }, this.t) ); } - toPointSet() { + type() { + return this.t.tag; + } + + pointSet(): result { + let pointSet = toPointSet( + this.t, + { + xyPointLength: this.env.xyPointLength, + sampleCount: this.env.sampleCount, + }, + undefined + ); + if (pointSet.tag === "Ok") { + let distribution = pointSet.value; + if (distribution.tag === "Continuous") { + return Ok({ + continuous: shapePoints(distribution.value), + discrete: [], + }); + } else if (distribution.tag === "Discrete") { + return Ok({ + discrete: shapePoints(distribution.value), + continuous: [], + }); + } else { + return Ok({ + discrete: shapePoints(distribution.value.discrete), + continuous: shapePoints(distribution.value.continuous), + }); + } + } else { + return pointSet; + } + } + + toPointSet(): result { return this.mapResultDist( Constructors_toPointSet({ env: this.env }, this.t) ); } - toSampleSet(n: number) { + toSampleSet(n: number): result { return this.mapResultDist( Constructors_toSampleSet({ env: this.env }, this.t, n) ); } - truncate(left: number, right: number) { + truncate( + left: number, + right: number + ): result { return this.mapResultDist( Constructors_truncate({ env: this.env }, this.t, left, right) ); } - inspect() { + inspect(): result { return this.mapResultDist(Constructors_inspect({ env: this.env }, this.t)); } - toString(): resultString { - return Constructors_toString({ env: this.env }, this.t); + toString(): string { + let result = Constructors_toString({ env: this.env }, this.t); + if (result.tag === "Ok") { + return result.value; + } else { + return distributionErrorToString(result.value); + } } - toSparkline(n: number): resultString { + toSparkline(n: number): result { return Constructors_toSparkline({ env: this.env }, this.t, n); } - algebraicAdd(d2: GenericDist) { + algebraicAdd(d2: Distribution): result { return this.mapResultDist( Constructors_algebraicAdd({ env: this.env }, this.t, d2.t) ); } - algebraicMultiply(d2: GenericDist) { + algebraicMultiply(d2: Distribution): result { return this.mapResultDist( Constructors_algebraicMultiply({ env: this.env }, this.t, d2.t) ); } - algebraicDivide(d2: GenericDist) { + algebraicDivide(d2: Distribution): result { return this.mapResultDist( Constructors_algebraicDivide({ env: this.env }, this.t, d2.t) ); } - algebraicSubtract(d2: GenericDist) { + algebraicSubtract(d2: Distribution): result { return this.mapResultDist( Constructors_algebraicSubtract({ env: this.env }, this.t, d2.t) ); } - algebraicLogarithm(d2: GenericDist) { + algebraicLogarithm( + d2: Distribution + ): result { return this.mapResultDist( Constructors_algebraicLogarithm({ env: this.env }, this.t, d2.t) ); } - algebraicPower(d2: GenericDist) { + algebraicPower(d2: Distribution): result { return this.mapResultDist( Constructors_algebraicPower({ env: this.env }, this.t, d2.t) ); } - pointwiseAdd(d2: GenericDist) { + pointwiseAdd(d2: Distribution): result { return this.mapResultDist( Constructors_pointwiseAdd({ env: this.env }, this.t, d2.t) ); } - pointwiseMultiply(d2: GenericDist) { + pointwiseMultiply(d2: Distribution): result { return this.mapResultDist( Constructors_pointwiseMultiply({ env: this.env }, this.t, d2.t) ); } - pointwiseDivide(d2: GenericDist) { + pointwiseDivide(d2: Distribution): result { return this.mapResultDist( Constructors_pointwiseDivide({ env: this.env }, this.t, d2.t) ); } - pointwiseSubtract(d2: GenericDist) { + pointwiseSubtract(d2: Distribution): result { return this.mapResultDist( Constructors_pointwiseSubtract({ env: this.env }, this.t, d2.t) ); } - pointwiseLogarithm(d2: GenericDist) { + pointwiseLogarithm( + d2: Distribution + ): result { return this.mapResultDist( Constructors_pointwiseLogarithm({ env: this.env }, this.t, d2.t) ); } - pointwisePower(d2: GenericDist) { + pointwisePower(d2: Distribution): result { return this.mapResultDist( Constructors_pointwisePower({ env: this.env }, this.t, d2.t) ); diff --git a/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res index 71776f61..44584791 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res +++ b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res @@ -1,6 +1,6 @@ type functionCallInfo = GenericDist_Types.Operation.genericFunctionCallInfo -type genericDist = GenericDist_Types.genericDist -type error = GenericDist_Types.error +type genericDist = DistributionTypes.genericDist +type error = DistributionTypes.error // TODO: It could be great to use a cache for some calculations (basically, do memoization). Also, better analytics/tracking could go a long way. @@ -13,6 +13,7 @@ type outputType = | Dist(genericDist) | Float(float) | String(string) + | Bool(bool) | GenDistError(error) /* @@ -66,6 +67,18 @@ module OutputLocal = { | e => Error(toErrorOrUnreachable(e)) } + let toBool = (t: t) => + switch t { + | Bool(d) => Some(d) + | _ => None + } + + let toBoolR = (t: t): result => + switch t { + | Bool(r) => Ok(r) + | e => Error(toErrorOrUnreachable(e)) + } + //This is used to catch errors in other switch statements. let fromResult = (r: result): outputType => switch r { @@ -107,8 +120,8 @@ let rec run = (~env, functionCallInfo: functionCallInfo): outputType => { (), )->OutputLocal.toDistR - let fromDistFn = (subFnName: GenericDist_Types.Operation.fromDist, dist: genericDist) => - switch subFnName { + let fromDistFn = (subFnName: GenericDist_Types.Operation.fromDist, dist: genericDist) => { + let response = switch subFnName { | ToFloat(distToFloatOperation) => GenericDist.toFloatOperation(dist, ~toPointSetFn, ~distToFloatOperation) ->E.R2.fmap(r => Float(r)) @@ -123,6 +136,7 @@ let rec run = (~env, functionCallInfo: functionCallInfo): outputType => { Dist(dist) } | ToDist(Normalize) => dist->GenericDist.normalize->Dist + | ToBool(IsNormalized) => dist->GenericDist.isNormalized->Bool | ToDist(Truncate(leftCutoff, rightCutoff)) => GenericDist.truncate(~toPointSetFn, ~leftCutoff, ~rightCutoff, dist, ()) ->E.R2.fmap(r => Dist(r)) @@ -154,6 +168,8 @@ let rec run = (~env, functionCallInfo: functionCallInfo): outputType => { ->E.R2.fmap(r => Dist(r)) ->OutputLocal.fromResult } + response + } switch functionCallInfo { | FromDist(subFnName, dist) => fromDistFn(subFnName, dist) @@ -201,6 +217,7 @@ module Constructors = { let inv = (~env, dist, f) => C.inv(dist, f)->run(~env)->toFloatR let pdf = (~env, dist, f) => C.pdf(dist, f)->run(~env)->toFloatR let normalize = (~env, dist) => C.normalize(dist)->run(~env)->toDistR + let isNormalized = (~env, dist) => C.isNormalized(dist)->run(~env)->toBoolR let toPointSet = (~env, dist) => C.toPointSet(dist)->run(~env)->toDistR let toSampleSet = (~env, dist, n) => C.toSampleSet(dist, n)->run(~env)->toDistR let truncate = (~env, dist, leftCutoff, rightCutoff) => diff --git a/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi index bfe45013..9b21a04e 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi +++ b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi @@ -11,6 +11,7 @@ type outputType = | Dist(genericDist) | Float(float) | String(string) + | Bool(bool) | GenDistError(error) @genType @@ -34,62 +35,61 @@ module Output: { let toFloatR: t => result let toString: t => option let toStringR: t => result + let toBool: t => option + let toBoolR: t => result let toError: t => option let fmap: (~env: env, t, GenericDist_Types.Operation.singleParamaterFunction) => t } module Constructors: { - @genType - let mean: (~env: env, genericDist) => result - @genType - let sample: (~env: env, genericDist) => result - @genType - let cdf: (~env: env, genericDist, float) => result - @genType - let inv: (~env: env, genericDist, float) => result - @genType - let pdf: (~env: env, genericDist, float) => result - @genType - let normalize: (~env: env, genericDist) => result - @genType - let toPointSet: (~env: env, genericDist) => result - @genType - let toSampleSet: (~env: env, genericDist, int) => result - @genType - let truncate: ( - ~env: env, - genericDist, - option, - option, - ) => result - @genType - let inspect: (~env: env, genericDist) => result - @genType - let toString: (~env: env, genericDist) => result - @genType - let toSparkline: (~env: env, genericDist, int) => result - @genType - let algebraicAdd: (~env: env, genericDist, genericDist) => result - @genType - let algebraicMultiply: (~env: env, genericDist, genericDist) => result - @genType - let algebraicDivide: (~env: env, genericDist, genericDist) => result - @genType - let algebraicSubtract: (~env: env, genericDist, genericDist) => result - @genType - let algebraicLogarithm: (~env: env, genericDist, genericDist) => result - @genType - let algebraicPower: (~env: env, genericDist, genericDist) => result - @genType - let pointwiseAdd: (~env: env, genericDist, genericDist) => result - @genType - let pointwiseMultiply: (~env: env, genericDist, genericDist) => result - @genType - let pointwiseDivide: (~env: env, genericDist, genericDist) => result - @genType - let pointwiseSubtract: (~env: env, genericDist, genericDist) => result - @genType - let pointwiseLogarithm: (~env: env, genericDist, genericDist) => result - @genType - let pointwisePower: (~env: env, genericDist, genericDist) => result + @genType + let mean: (~env: env, genericDist) => result + @genType + let sample: (~env: env, genericDist) => result + @genType + let cdf: (~env: env, genericDist, float) => result + @genType + let inv: (~env: env, genericDist, float) => result + @genType + let pdf: (~env: env, genericDist, float) => result + @genType + let normalize: (~env: env, genericDist) => result + @genType + let isNormalized: (~env: env, genericDist) => result + @genType + let toPointSet: (~env: env, genericDist) => result + @genType + let toSampleSet: (~env: env, genericDist, int) => result + @genType + let truncate: (~env: env, genericDist, option, option) => result + @genType + let inspect: (~env: env, genericDist) => result + @genType + let toString: (~env: env, genericDist) => result + @genType + let toSparkline: (~env: env, genericDist, int) => result + @genType + let algebraicAdd: (~env: env, genericDist, genericDist) => result + @genType + let algebraicMultiply: (~env: env, genericDist, genericDist) => result + @genType + let algebraicDivide: (~env: env, genericDist, genericDist) => result + @genType + let algebraicSubtract: (~env: env, genericDist, genericDist) => result + @genType + let algebraicLogarithm: (~env: env, genericDist, genericDist) => result + @genType + let algebraicPower: (~env: env, genericDist, genericDist) => result + @genType + let pointwiseAdd: (~env: env, genericDist, genericDist) => result + @genType + let pointwiseMultiply: (~env: env, genericDist, genericDist) => result + @genType + let pointwiseDivide: (~env: env, genericDist, genericDist) => result + @genType + let pointwiseSubtract: (~env: env, genericDist, genericDist) => result + @genType + let pointwiseLogarithm: (~env: env, genericDist, genericDist) => result + @genType + let pointwisePower: (~env: env, genericDist, genericDist) => result } diff --git a/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res b/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res index cab58839..4082cb6e 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res +++ b/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res @@ -1,12 +1,15 @@ +@genType type genericDist = | PointSet(PointSetTypes.pointSetDist) - | SampleSet(array) + | SampleSet(SampleSetDist.t) | Symbolic(SymbolicDistTypes.symbolicDist) +@genType type error = | NotYetImplemented | Unreachable | DistributionVerticalShiftIsInvalid + | ArgumentError(string) | Other(string) module Operation = { @@ -55,7 +58,11 @@ module DistributionOperation = { type fromDist = | ToFloat(Operation.toFloat) | ToDist(toDist) - | ToDistCombination(Operation.direction, Operation.arithmeticOperation, [#Dist(genericDist) | #Float(float)]) + | ToDistCombination( + Operation.direction, + Operation.arithmeticOperation, + [#Dist(genericDist) | #Float(float)], + ) | ToString type singleParamaterFunction = diff --git a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res index b14ea27f..beb27980 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res +++ b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res @@ -1,6 +1,6 @@ //TODO: multimodal, add interface, test somehow, track performance, refactor sampleSet, refactor ASTEvaluator.res. -type t = GenericDist_Types.genericDist -type error = GenericDist_Types.error +type t = DistributionTypes.genericDist +type error = DistributionTypes.error type toPointSetFn = t => result type toSampleSetFn = t => result type scaleMultiplyFn = (t, float) => result @@ -32,6 +32,15 @@ let normalize = (t: t): t => | SampleSet(_) => t } +let integralEndY = (t: t): float => + switch t { + | PointSet(r) => PointSetDist.T.integralEndY(r) + | Symbolic(_) => 1.0 + | SampleSet(_) => 1.0 + } + +let isNormalized = (t: t): bool => Js.Math.abs_float(integralEndY(t) -. 1.0) < 1e-7 + let toFloatOperation = ( t, ~toPointSetFn: toPointSetFn, @@ -115,7 +124,7 @@ module Truncate = { | Some(r) => Ok(r) | None => toPointSetFn(t)->E.R2.fmap(t => { - GenericDist_Types.PointSet(PointSetDist.T.truncate(leftCutoff, rightCutoff, t)) + DistributionTypes.PointSet(PointSetDist.T.truncate(leftCutoff, rightCutoff, t)) }) } } @@ -168,7 +177,7 @@ module AlgebraicCombination = { ->E.R.bind(((t1, t2)) => { SampleSetDist.map2(~fn, ~t1, ~t2)->GenericDist_Types.Error.resultStringToResultError }) - ->E.R2.fmap(r => GenericDist_Types.SampleSet(r)) + ->E.R2.fmap(r => DistributionTypes.SampleSet(r)) } //I'm (Ozzie) really just guessing here, very little idea what's best @@ -206,7 +215,7 @@ module AlgebraicCombination = { arithmeticOperation, t1, t2, - )->E.R2.fmap(r => GenericDist_Types.PointSet(r)) + )->E.R2.fmap(r => DistributionTypes.PointSet(r)) } } } @@ -229,7 +238,7 @@ let pointwiseCombination = ( t2, ) ) - ->E.R2.fmap(r => GenericDist_Types.PointSet(r)) + ->E.R2.fmap(r => DistributionTypes.PointSet(r)) } let pointwiseCombinationFloat = ( @@ -239,7 +248,7 @@ let pointwiseCombinationFloat = ( ~float: float, ): result => { let m = switch arithmeticOperation { - | #Add | #Subtract => Error(GenericDist_Types.DistributionVerticalShiftIsInvalid) + | #Add | #Subtract => Error(DistributionTypes.DistributionVerticalShiftIsInvalid) | (#Multiply | #Divide | #Power | #Logarithm) as arithmeticOperation => toPointSetFn(t)->E.R2.fmap(t => { //TODO: Move to PointSet codebase @@ -254,7 +263,7 @@ let pointwiseCombinationFloat = ( ) }) } - m->E.R2.fmap(r => GenericDist_Types.PointSet(r)) + m->E.R2.fmap(r => DistributionTypes.PointSet(r)) } //Note: The result should always cumulatively sum to 1. This would be good to test. @@ -265,7 +274,7 @@ let mixture = ( ~pointwiseAddFn: pointwiseAddFn, ) => { if E.A.length(values) == 0 { - Error(GenericDist_Types.Other("Mixture error: mixture must have at least 1 element")) + Error(DistributionTypes.Other("Mixture error: mixture must have at least 1 element")) } else { let totalWeight = values->E.A2.fmap(E.Tuple2.second)->E.A.Floats.sum let properlyWeightedValues = diff --git a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi index 4565ec14..c49d18b5 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi +++ b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi @@ -15,12 +15,15 @@ let toString: t => string let normalize: t => t +let isNormalized: t => bool + let toFloatOperation: ( t, ~toPointSetFn: toPointSetFn, ~distToFloatOperation: Operation.distToFloatOperation, ) => result +@genType let toPointSet: ( t, ~xyPointLength: int, diff --git a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res index 96e7d3f8..b045a6d5 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res +++ b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res @@ -1,20 +1,24 @@ -type genericDist = - | PointSet(PointSetTypes.pointSetDist) - | SampleSet(SampleSetDist.t) - | Symbolic(SymbolicDistTypes.symbolicDist) +type genericDist = DistributionTypes.genericDist +@genType +type error = DistributionTypes.error @genType -type error = - | NotYetImplemented - | Unreachable - | DistributionVerticalShiftIsInvalid - | Other(string) - module Error = { type t = error let fromString = (s: string): t => Other(s) + @genType + let toString = (x: t) => { + switch x { + | NotYetImplemented => "Not Yet Implemented" + | Unreachable => "Unreachable" + | DistributionVerticalShiftIsInvalid => "Distribution Vertical Shift Is Invalid" + | ArgumentError(x) => `Argument Error: ${x}` + | Other(s) => s + } + } + let resultStringToResultError: result<'a, string> => result<'a, error> = n => n->E.R2.errMap(r => r->fromString->Error) } @@ -51,6 +55,7 @@ module Operation = { | #Sample ] + @genType type pointsetXSelection = [#Linear | #ByWeight] type toDist = @@ -66,11 +71,14 @@ module Operation = { | ToString | ToSparkline(int) + type toBool = IsNormalized + type fromDist = | ToFloat(toFloat) | ToDist(toDist) | ToDistCombination(direction, arithmeticOperation, [#Dist(genericDist) | #Float(float)]) | ToString(toString) + | ToBool(toBool) type singleParamaterFunction = | FromDist(fromDist) @@ -96,6 +104,7 @@ module Operation = { | ToDist(Inspect) => `inspect` | ToString(ToString) => `toString` | ToString(ToSparkline(n)) => `toSparkline(${E.I.toString(n)})` + | ToBool(IsNormalized) => `isNormalized` | ToDistCombination(Algebraic, _, _) => `algebraic` | ToDistCombination(Pointwise, _, _) => `pointwise` } @@ -126,6 +135,7 @@ module Constructors = { let inv = (dist, x): t => FromDist(ToFloat(#Inv(x)), dist) let pdf = (dist, x): t => FromDist(ToFloat(#Pdf(x)), dist) let normalize = (dist): t => FromDist(ToDist(Normalize), dist) + let isNormalized = (dist): t => FromDist(ToBool(IsNormalized), dist) let toPointSet = (dist): t => FromDist(ToDist(ToPointSet), dist) let toSampleSet = (dist, r): t => FromDist(ToDist(ToSampleSet(r)), dist) let truncate = (dist, left, right): t => FromDist(ToDist(Truncate(left, right)), dist) diff --git a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md index e69e449e..1deaa40b 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md +++ b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md @@ -4,11 +4,12 @@ This library provides one interface to generic distributions. These distribution Different internal formats (symbolic, point set, sample set) allow for benefits and features. It's common for distributions to be converted into either point sets or sample sets to enable certain functions. -In addition to this interface, there's a second, generic function, for calling functions on this generic distribution type. This ``genericOperation`` standardizes the inputs and outputs for these various function calls. See it's ``run()`` function. +In addition to this interface, there's a second, generic function, for calling functions on this generic distribution type. This `genericOperation` standardizes the inputs and outputs for these various function calls. See it's `run()` function. Performance is very important. Some operations can take a long time to run, and even then, be inaccurate. Because of this, we plan to have a lot of logging and stack tracing functionality eventually built in. ## Diagram of Distribution Types + ```mermaid graph TD A[Generic Distribution] -->B{Point Set} @@ -34,7 +35,8 @@ graph TD ## Diagram of Generic Distribution Types ## Todo -- [ ] Lots of cleanup + +- [ ] Lots of cleanup - [ ] Simple test story - [ ] Provide decent stack traces for key calls in GenericOperation. This could be very useful for debugging. - [ ] Cleanup Sample Set library @@ -45,4 +47,4 @@ graph TD - [ ] Allow these functions to be run on web workers - [ ] Refactor interpreter to use GenericDist. This might not be necessary, as the new reducer-inspired interpreter is integrated. -## More todos \ No newline at end of file +## More todos diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res index 70440878..f8740de9 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res @@ -100,7 +100,6 @@ let combineShapesContinuousContinuous = ( s1: PointSetTypes.xyShape, s2: PointSetTypes.xyShape, ): PointSetTypes.xyShape => { - // if we add the two distributions, we should probably use normal filters. // if we multiply the two distributions, we should probably use lognormal filters. let t1m = toDiscretePointMassesFromTriangulars(s1) diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res index aa27fb62..4c48df70 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res @@ -235,18 +235,10 @@ module T = Dist({ let indefiniteIntegralStepwise = (p, h1) => h1 *. p ** 2.0 /. 2.0 let indefiniteIntegralLinear = (p, a, b) => a *. p ** 2.0 /. 2.0 +. b *. p ** 3.0 /. 3.0 - Analysis.integrate( - ~indefiniteIntegralStepwise, - ~indefiniteIntegralLinear, - t, - ) + Analysis.integrate(~indefiniteIntegralStepwise, ~indefiniteIntegralLinear, t) } let variance = (t: t): float => - XYShape.Analysis.getVarianceDangerously( - t, - mean, - Analysis.getMeanOfSquares, - ) + XYShape.Analysis.getVarianceDangerously(t, mean, Analysis.getMeanOfSquares) }) let downsampleEquallyOverX = (length, t): t => diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res index 3b689453..3bd22018 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res @@ -214,4 +214,4 @@ module T = Dist({ let getMeanOfSquares = t => t |> shapeMap(XYShape.T.square) |> mean XYShape.Analysis.getVarianceDangerously(t, mean, getMeanOfSquares) } -}) \ No newline at end of file +}) diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res index 28c8104b..0821611c 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res @@ -47,6 +47,7 @@ module Dist = (T: dist) => { let truncate = T.truncate let mean = T.mean let variance = T.variance + let integralEndY = T.integralEndY let updateIntegralCache = T.updateIntegralCache diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res index e05bd408..9e27057a 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res @@ -212,8 +212,7 @@ module T = Dist({ let totalIntegralSum = discreteIntegralSum +. continuousIntegralSum let getMeanOfSquares = ({discrete, continuous}: t) => { - let discreteMean = - discrete |> Discrete.shapeMap(XYShape.T.square) |> Discrete.T.mean + let discreteMean = discrete |> Discrete.shapeMap(XYShape.T.square) |> Discrete.T.mean let continuousMean = continuous |> Continuous.Analysis.getMeanOfSquares (discreteMean *. discreteIntegralSum +. continuousMean *. continuousIntegralSum) /. totalIntegralSum diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res index f3f3c20c..d0668a57 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res @@ -207,4 +207,4 @@ let toSparkline = (t: t, bucketCount) => T.toContinuous(t) ->E.O2.fmap(Continuous.downsampleEquallyOverX(bucketCount)) ->E.O2.toResult("toContinous Error: Could not convert into continuous distribution") - ->E.R2.fmap(r => Continuous.getShape(r).ys->Sparklines.create()) \ No newline at end of file + ->E.R2.fmap(r => Continuous.getShape(r).ys->Sparklines.create()) diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res index 2d7947c0..a1a02a67 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res @@ -14,11 +14,12 @@ type distributionType = [ | #CDF ] -type xyShape = XYShape.xyShape; -type interpolationStrategy = XYShape.interpolationStrategy; -type extrapolationStrategy = XYShape.extrapolationStrategy; -type interpolator = XYShape.extrapolationStrategy; +type xyShape = XYShape.xyShape +type interpolationStrategy = XYShape.interpolationStrategy +type extrapolationStrategy = XYShape.extrapolationStrategy +type interpolator = XYShape.extrapolationStrategy +@genType type rec continuousShape = { xyShape: xyShape, interpolation: interpolationStrategy, @@ -26,12 +27,14 @@ type rec continuousShape = { integralCache: option, } +@genType type discreteShape = { xyShape: xyShape, integralSumCache: option, integralCache: option, } +@genType type mixedShape = { continuous: continuousShape, discrete: discreteShape, diff --git a/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js b/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js index c901dd96..460846e8 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js +++ b/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js @@ -1,4 +1,4 @@ -const pdfast = require('pdfast'); +const pdfast = require("pdfast"); const _ = require("lodash"); const samplesToContinuousPdf = ( @@ -6,13 +6,17 @@ const samplesToContinuousPdf = ( size, width, min = false, - max = false, + max = false ) => { let _samples = _.filter(samples, _.isFinite); - if (_.isFinite(min)) { _samples = _.filter(_samples, r => r > min) }; - if (_.isFinite(max)) { _samples = _.filter(_samples, r => r < max) }; + if (_.isFinite(min)) { + _samples = _.filter(_samples, (r) => r > min); + } + if (_.isFinite(max)) { + _samples = _.filter(_samples, (r) => r < max); + } let pdf = pdfast.create(_samples, { size, width }); - return {xs: pdf.map(r => r.x), ys: pdf.map(r => r.y)}; + return { xs: pdf.map((r) => r.x), ys: pdf.map((r) => r.y) }; }; module.exports = { diff --git a/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res b/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res index f2c1e886..da722036 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res +++ b/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res @@ -1,5 +1,8 @@ open SymbolicDistTypes +let normal95confidencePoint = 1.6448536269514722 +// explained in website/docs/internal/ProcessingConfidenceIntervals + module Normal = { type t = normal let make = (mean: float, stdev: float): result => @@ -11,7 +14,7 @@ module Normal = { let from90PercentCI = (low, high) => { let mean = E.A.Floats.mean([low, high]) - let stdev = (high -. low) /. (2. *. 1.644854) + let stdev = (high -. low) /. (2. *. normal95confidencePoint) #Normal({mean: mean, stdev: stdev}) } let inv = (p, t: t) => Jstat.Normal.inv(p, t.mean, t.stdev) @@ -21,12 +24,12 @@ module Normal = { let add = (n1: t, n2: t) => { let mean = n1.mean +. n2.mean - let stdev = sqrt(n1.stdev ** 2. +. n2.stdev ** 2.) + let stdev = Js.Math.sqrt(n1.stdev ** 2. +. n2.stdev ** 2.) #Normal({mean: mean, stdev: stdev}) } let subtract = (n1: t, n2: t) => { let mean = n1.mean -. n2.mean - let stdev = sqrt(n1.stdev ** 2. +. n2.stdev ** 2.) + let stdev = Js.Math.sqrt(n1.stdev ** 2. +. n2.stdev ** 2.) #Normal({mean: mean, stdev: stdev}) } @@ -44,6 +47,23 @@ module Normal = { | #Subtract => Some(subtract(n1, n2)) | _ => None } + + let operateFloatFirst = (operation: Operation.Algebraic.t, n1: float, n2: t) => + switch operation { + | #Add => Some(#Normal({mean: n1 +. n2.mean, stdev: n2.stdev})) + | #Subtract => Some(#Normal({mean: n1 -. n2.mean, stdev: n2.stdev})) + | #Multiply => Some(#Normal({mean: n1 *. n2.mean, stdev: n1 *. n2.stdev})) + | _ => None + } + + let operateFloatSecond = (operation: Operation.Algebraic.t, n1: t, n2: float) => + switch operation { + | #Add => Some(#Normal({mean: n1.mean +. n2, stdev: n1.stdev})) + | #Subtract => Some(#Normal({mean: n1.mean -. n2, stdev: n1.stdev})) + | #Multiply => Some(#Normal({mean: n1.mean *. n2, stdev: n1.stdev *. n2})) + | #Divide => Some(#Normal({mean: n1.mean /. n2, stdev: n1.stdev /. n2})) + | _ => None + } } module Exponential = { @@ -81,7 +101,7 @@ module Triangular = { low < medium && medium < high ? Ok(#Triangular({low: low, medium: medium, high: high})) : Error("Triangular values must be increasing order.") - let pdf = (x, t: t) => Jstat.Triangular.pdf(x, t.low, t.high, t.medium) // not obvious in jstat docs that high comes before medium? + let pdf = (x, t: t) => Jstat.Triangular.pdf(x, t.low, t.high, t.medium) // not obvious in jstat docs that high comes before medium? let cdf = (x, t: t) => Jstat.Triangular.cdf(x, t.low, t.high, t.medium) let inv = (p, t: t) => Jstat.Triangular.inv(p, t.low, t.high, t.medium) let sample = (t: t) => Jstat.Triangular.sample(t.low, t.high, t.medium) @@ -115,19 +135,22 @@ module Lognormal = { let mean = (t: t) => Ok(Jstat.Lognormal.mean(t.mu, t.sigma)) let sample = (t: t) => Jstat.Lognormal.sample(t.mu, t.sigma) let toString = ({mu, sigma}: t) => j`Lognormal($mu,$sigma)` + let from90PercentCI = (low, high) => { let logLow = Js.Math.log(low) let logHigh = Js.Math.log(high) let mu = E.A.Floats.mean([logLow, logHigh]) - let sigma = (logHigh -. logLow) /. (2.0 *. 1.645) + let sigma = (logHigh -. logLow) /. (2.0 *. normal95confidencePoint) #Lognormal({mu: mu, sigma: sigma}) } let fromMeanAndStdev = (mean, stdev) => { + // https://math.stackexchange.com/questions/2501783/parameters-of-a-lognormal-distribution + // https://wikiless.org/wiki/Log-normal_distribution?lang=en#Generation_and_parameters if stdev > 0.0 { - let variance = Js.Math.pow_float(~base=stdev, ~exp=2.0) - let meanSquared = Js.Math.pow_float(~base=mean, ~exp=2.0) - let mu = Js.Math.log(mean) -. 0.5 *. Js.Math.log(variance /. meanSquared +. 1.0) - let sigma = Js.Math.pow_float(~base=Js.Math.log(variance /. meanSquared +. 1.0), ~exp=0.5) + let variance = stdev ** 2. + let meanSquared = mean ** 2. + let mu = 2. *. Js.Math.log(mean) -. 0.5 *. Js.Math.log(variance +. meanSquared) + let sigma = Js.Math.sqrt(Js.Math.log(variance /. meanSquared +. 1.)) Ok(#Lognormal({mu: mu, sigma: sigma})) } else { Error("Lognormal standard deviation must be larger than 0") @@ -135,13 +158,16 @@ module Lognormal = { } let multiply = (l1, l2) => { + // https://wikiless.org/wiki/Log-normal_distribution?lang=en#Multiplication_and_division_of_independent,_log-normal_random_variables let mu = l1.mu +. l2.mu - let sigma = l1.sigma +. l2.sigma + let sigma = Js.Math.sqrt(l1.sigma ** 2. +. l2.sigma ** 2.) #Lognormal({mu: mu, sigma: sigma}) } let divide = (l1, l2) => { let mu = l1.mu -. l2.mu - let sigma = l1.sigma +. l2.sigma + // We believe the ratiands will have covariance zero. + // See here https://stats.stackexchange.com/questions/21735/what-are-the-mean-and-variance-of-the-ratio-of-two-lognormal-variables for details + let sigma = Js.Math.sqrt(l1.sigma ** 2. +. l2.sigma ** 2.) #Lognormal({mu: mu, sigma: sigma}) } let operate = (operation: Operation.Algebraic.t, n1: t, n2: t) => @@ -150,6 +176,22 @@ module Lognormal = { | #Divide => Some(divide(n1, n2)) | _ => None } + + let operateFloatFirst = (operation: Operation.Algebraic.t, n1: float, n2: t) => + switch operation { + | #Multiply => + n1 > 0.0 ? Some(#Lognormal({mu: Js.Math.log(n1) +. n2.mu, sigma: n2.sigma})) : None + | #Divide => n1 > 0.0 ? Some(#Lognormal({mu: Js.Math.log(n1) -. n2.mu, sigma: n2.sigma})) : None + | _ => None + } + + let operateFloatSecond = (operation: Operation.Algebraic.t, n1: t, n2: float) => + switch operation { + | #Multiply => + n2 > 0.0 ? Some(#Lognormal({mu: n1.mu +. Js.Math.log(n2), sigma: n1.sigma})) : None + | #Divide => n2 > 0.0 ? Some(#Lognormal({mu: n1.mu -. Js.Math.log(n2), sigma: n1.sigma})) : None + | _ => None + } } module Uniform = { @@ -341,12 +383,36 @@ module T = { } | (#Normal(v1), #Normal(v2)) => Normal.operate(op, v1, v2) |> E.O.dimap(r => #AnalyticalSolution(r), () => #NoSolution) + | (#Float(v1), #Normal(v2)) => + Normal.operateFloatFirst(op, v1, v2) |> E.O.dimap( + r => #AnalyticalSolution(r), + () => #NoSolution, + ) + | (#Normal(v1), #Float(v2)) => + Normal.operateFloatSecond(op, v1, v2) |> E.O.dimap( + r => #AnalyticalSolution(r), + () => #NoSolution, + ) | (#Lognormal(v1), #Lognormal(v2)) => Lognormal.operate(op, v1, v2) |> E.O.dimap(r => #AnalyticalSolution(r), () => #NoSolution) + | (#Float(v1), #Lognormal(v2)) => + Lognormal.operateFloatFirst(op, v1, v2) |> E.O.dimap( + r => #AnalyticalSolution(r), + () => #NoSolution, + ) + | (#Lognormal(v1), #Float(v2)) => + Lognormal.operateFloatSecond(op, v1, v2) |> E.O.dimap( + r => #AnalyticalSolution(r), + () => #NoSolution, + ) | _ => #NoSolution } - let toPointSetDist = (~xSelection=#ByWeight, sampleCount, d: symbolicDist): PointSetTypes.pointSetDist => + let toPointSetDist = ( + ~xSelection=#ByWeight, + sampleCount, + d: symbolicDist, + ): PointSetTypes.pointSetDist => switch d { | #Float(v) => Discrete(Discrete.make(~integralSumCache=Some(1.0), {xs: [v], ys: [1.0]})) | _ => diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res b/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res index 2dca6ffc..569912c3 100644 --- a/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res @@ -21,4 +21,4 @@ let toPointSetDist = (samplingInputs, environment, node: node) => let runFunction = (samplingInputs, environment, inputs, fn: ASTTypes.Function.t) => { let params = envs(samplingInputs, environment) ASTTypes.Function.run(params, inputs, fn) -} \ No newline at end of file +} diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res index 17477f8f..873eeb86 100644 --- a/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res @@ -213,19 +213,20 @@ module SamplingDistribution = { let i1 = renderIfIsNotSamplingDistribution(evaluationParams, t1) let i2 = renderIfIsNotSamplingDistribution(evaluationParams, t2) E.R.merge(i1, i2) |> E.R.bind(_, ((a, b)) => { - let samples = getCombinationSamples( - evaluationParams.samplingInputs.sampleCount, - algebraicOp, - a, - b, - ) |> E.O.toResult("Could not get samples") + let samples = + getCombinationSamples( + evaluationParams.samplingInputs.sampleCount, + algebraicOp, + a, + b, + ) |> E.O.toResult("Could not get samples") - let sampleSetDist = samples -> E.R.bind(SampleSetDist.make) + let sampleSetDist = samples->E.R.bind(SampleSetDist.make) - let pointSetDist = - sampleSetDist - -> E.R.bind(r => - SampleSetDist.toPointSetDist(~samplingInputs=evaluationParams.samplingInputs, ~samples=r)); + let pointSetDist = + sampleSetDist->E.R.bind(r => + SampleSetDist.toPointSetDist(~samplingInputs=evaluationParams.samplingInputs, ~samples=r) + ) pointSetDist |> E.R.fmap(r => #Normalize(#RenderedDist(r))) }) } diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res b/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res index 2b1688b0..f3297703 100644 --- a/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res @@ -1,116 +1,87 @@ -open PointSetTypes; +open PointSetTypes @genType -type t = PointSetTypes.distPlus; +type t = PointSetTypes.distPlus -let pointSetDistIntegral = pointSetDist => PointSetDist.T.Integral.get(pointSetDist); -let make = - ( - ~pointSetDist, - ~squiggleString, - (), - ) - : t => { - let integral = pointSetDistIntegral(pointSetDist); - {pointSetDist, integralCache: integral, squiggleString}; -}; +let pointSetDistIntegral = pointSetDist => PointSetDist.T.Integral.get(pointSetDist) +let make = (~pointSetDist, ~squiggleString, ()): t => { + let integral = pointSetDistIntegral(pointSetDist) + {pointSetDist: pointSetDist, integralCache: integral, squiggleString: squiggleString} +} -let update = - ( - ~pointSetDist=?, - ~integralCache=?, - ~squiggleString=?, - t: t, - ) => { +let update = (~pointSetDist=?, ~integralCache=?, ~squiggleString=?, t: t) => { pointSetDist: E.O.default(t.pointSetDist, pointSetDist), integralCache: E.O.default(t.integralCache, integralCache), squiggleString: E.O.default(t.squiggleString, squiggleString), -}; +} let updateShape = (pointSetDist, t) => { - let integralCache = pointSetDistIntegral(pointSetDist); - update(~pointSetDist, ~integralCache, t); -}; + let integralCache = pointSetDistIntegral(pointSetDist) + update(~pointSetDist, ~integralCache, t) +} -let toPointSetDist = ({pointSetDist, _}: t) => pointSetDist; +let toPointSetDist = ({pointSetDist, _}: t) => pointSetDist -let pointSetDistFn = (fn, {pointSetDist}: t) => fn(pointSetDist); +let pointSetDistFn = (fn, {pointSetDist}: t) => fn(pointSetDist) -module T = - Distributions.Dist({ - type t = PointSetTypes.distPlus; - type integral = PointSetTypes.distPlus; - let toPointSetDist = toPointSetDist; - let toContinuous = pointSetDistFn(PointSetDist.T.toContinuous); - let toDiscrete = pointSetDistFn(PointSetDist.T.toDiscrete); +module T = Distributions.Dist({ + type t = PointSetTypes.distPlus + type integral = PointSetTypes.distPlus + let toPointSetDist = toPointSetDist + let toContinuous = pointSetDistFn(PointSetDist.T.toContinuous) + let toDiscrete = pointSetDistFn(PointSetDist.T.toDiscrete) - let normalize = (t: t): t => { - let normalizedShape = t |> toPointSetDist |> PointSetDist.T.normalize; - t |> updateShape(normalizedShape); - }; + let normalize = (t: t): t => { + let normalizedShape = t |> toPointSetDist |> PointSetDist.T.normalize + t |> updateShape(normalizedShape) + } - let truncate = (leftCutoff, rightCutoff, t: t): t => { - let truncatedShape = - t - |> toPointSetDist - |> PointSetDist.T.truncate(leftCutoff, rightCutoff); + let truncate = (leftCutoff, rightCutoff, t: t): t => { + let truncatedShape = t |> toPointSetDist |> PointSetDist.T.truncate(leftCutoff, rightCutoff) - t |> updateShape(truncatedShape); - }; + t |> updateShape(truncatedShape) + } - let xToY = (f, t: t) => - t - |> toPointSetDist - |> PointSetDist.T.xToY(f); + let xToY = (f, t: t) => t |> toPointSetDist |> PointSetDist.T.xToY(f) - let minX = pointSetDistFn(PointSetDist.T.minX); - let maxX = pointSetDistFn(PointSetDist.T.maxX); - let toDiscreteProbabilityMassFraction = - pointSetDistFn(PointSetDist.T.toDiscreteProbabilityMassFraction); + let minX = pointSetDistFn(PointSetDist.T.minX) + let maxX = pointSetDistFn(PointSetDist.T.maxX) + let toDiscreteProbabilityMassFraction = pointSetDistFn( + PointSetDist.T.toDiscreteProbabilityMassFraction, + ) - // This bit is kind of awkward, could probably use rethinking. - let integral = (t: t) => - updateShape(Continuous(t.integralCache), t); + // This bit is kind of awkward, could probably use rethinking. + let integral = (t: t) => updateShape(Continuous(t.integralCache), t) - let updateIntegralCache = (integralCache: option, t) => - update(~integralCache=E.O.default(t.integralCache, integralCache), t); + let updateIntegralCache = (integralCache: option, t) => + update(~integralCache=E.O.default(t.integralCache, integralCache), t) - let downsample = (i, t): t => - updateShape(t |> toPointSetDist |> PointSetDist.T.downsample(i), t); - // todo: adjust for limit, maybe? - let mapY = - ( - ~integralSumCacheFn=previousIntegralSum => None, - ~integralCacheFn=previousIntegralCache => None, - ~fn, - {pointSetDist, _} as t: t, - ) - : t => - PointSetDist.T.mapY(~integralSumCacheFn, ~fn, pointSetDist) - |> updateShape(_, t); + let downsample = (i, t): t => updateShape(t |> toPointSetDist |> PointSetDist.T.downsample(i), t) + // todo: adjust for limit, maybe? + let mapY = ( + ~integralSumCacheFn=previousIntegralSum => None, + ~integralCacheFn=previousIntegralCache => None, + ~fn, + {pointSetDist, _} as t: t, + ): t => PointSetDist.T.mapY(~integralSumCacheFn, ~fn, pointSetDist) |> updateShape(_, t) - // get the total of everything - let integralEndY = (t: t) => { - PointSetDist.T.Integral.sum( - toPointSetDist(t), - ); - }; + // get the total of everything + let integralEndY = (t: t) => { + PointSetDist.T.Integral.sum(toPointSetDist(t)) + } - // TODO: Fix this below, obviously. Adjust for limits - let integralXtoY = (f, t: t) => { - PointSetDist.T.Integral.xToY( - f, - toPointSetDist(t), - ) - }; + // TODO: Fix this below, obviously. Adjust for limits + let integralXtoY = (f, t: t) => { + PointSetDist.T.Integral.xToY(f, toPointSetDist(t)) + } - // TODO: This part is broken when there is a limit, if this is supposed to be taken into account. - let integralYtoX = (f, t: t) => { - PointSetDist.T.Integral.yToX(f, toPointSetDist(t)); - }; + // TODO: This part is broken when there is a limit, if this is supposed to be taken into account. + let integralYtoX = (f, t: t) => { + PointSetDist.T.Integral.yToX(f, toPointSetDist(t)) + } - let mean = (t: t) => { - PointSetDist.T.mean(t.pointSetDist); - }; - let variance = (t: t) => PointSetDist.T.variance(t.pointSetDist); - }); + let mean = (t: t) => { + PointSetDist.T.mean(t.pointSetDist) + } + let variance = (t: t) => PointSetDist.T.variance(t.pointSetDist) +}) diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res index 8302b532..0c2dde67 100644 --- a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res @@ -22,7 +22,7 @@ let makeSymbolicFromTwoFloats = (name, fn) => ~inputTypes=[#Float, #Float], ~run=x => switch x { - | [#Float(a), #Float(b)] => fn(a, b) |> E.R.fmap(r => (#SymbolicDist(r))) + | [#Float(a), #Float(b)] => fn(a, b) |> E.R.fmap(r => #SymbolicDist(r)) | e => wrongInputsError(e) }, (), @@ -90,7 +90,8 @@ let floatFromDist = ( switch t { | #SymbolicDist(s) => SymbolicDist.T.operate(distToFloatOp, s) |> E.R.bind(_, v => Ok(#SymbolicDist(#Float(v)))) - | #RenderedDist(rs) => PointSetDist.operate(distToFloatOp, rs) |> (v => Ok(#SymbolicDist(#Float(v)))) + | #RenderedDist(rs) => + PointSetDist.operate(distToFloatOp, rs) |> (v => Ok(#SymbolicDist(#Float(v)))) } let verticalScaling = (scaleOp, rs, scaleBy) => { @@ -125,10 +126,15 @@ module Multimodal = { ->E.R.bind(TypeSystem.TypedValue.toArray) ->E.R.bind(r => r |> E.A.fmap(TypeSystem.TypedValue.toFloat) |> E.A.R.firstErrorOrOpen) - E.R.merge(dists, weights) -> E.R.bind(((a, b)) => - E.A.length(b) > E.A.length(a) ? - Error("Too many weights provided") : - Ok(E.A.zipMaxLength(a, b) |> E.A.fmap(((a, b)) => (a |> E.O.toExn(""), b |> E.O.default(1.0)))) + E.R.merge(dists, weights)->E.R.bind(((a, b)) => + E.A.length(b) > E.A.length(a) + ? Error("Too many weights provided") + : Ok( + E.A.zipMaxLength(a, b) |> E.A.fmap(((a, b)) => ( + a |> E.O.toExn(""), + b |> E.O.default(1.0), + )), + ) ) | _ => Error("Needs items") } diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res index 51332106..32cc9e1b 100644 --- a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res @@ -86,11 +86,7 @@ module TypedValue = { |> E.R.fmap(r => #Array(r)) | (#Hash(named), #Hash(r)) => let keyValues = - named |> E.A.fmap(((name, intendedType)) => ( - name, - intendedType, - Hash.getByName(r, name), - )) + named |> E.A.fmap(((name, intendedType)) => (name, intendedType, Hash.getByName(r, name))) let typedHash = keyValues |> E.A.fmap(((name, intendedType, optionNode)) => @@ -180,11 +176,7 @@ module Function = { _coerceInputNodes(evaluationParams, t.inputTypes, t.shouldCoerceTypes), ) - let run = ( - evaluationParams: ASTTypes.evaluationParams, - inputNodes: inputNodes, - t: t, - ) => + let run = (evaluationParams: ASTTypes.evaluationParams, inputNodes: inputNodes, t: t) => inputsToTypedValues(evaluationParams, inputNodes, t)->E.R.bind(t.run) |> ( x => diff --git a/packages/squiggle-lang/src/rescript/OldParser/Parser.res b/packages/squiggle-lang/src/rescript/OldParser/Parser.res index 6f5fd9ef..8a5e4390 100644 --- a/packages/squiggle-lang/src/rescript/OldParser/Parser.res +++ b/packages/squiggle-lang/src/rescript/OldParser/Parser.res @@ -121,17 +121,14 @@ module MathAdtToDistDst = { | (_, _, Ok(mu), Ok(sigma)) => Ok(#FunctionCall("lognormal", [mu, sigma])) | _ => Error("Lognormal distribution needs either mean and stdev or mu and sigma") } - | _ => - parseArgs() |> E.R.fmap((args: array) => - #FunctionCall("lognormal", args) - ) + | _ => parseArgs() |> E.R.fmap((args: array) => #FunctionCall("lognormal", args)) } // Error("Dotwise exponentiation needs two operands") - let operationParser = ( - name: string, - args: result, string>, - ): result => { + let operationParser = (name: string, args: result, string>): result< + ASTTypes.node, + string, + > => { let toOkAlgebraic = r => Ok(#AlgebraicCombination(r)) let toOkPointwise = r => Ok(#PointwiseCombination(r)) let toOkTruncate = r => Ok(#Truncate(r)) @@ -169,10 +166,7 @@ module MathAdtToDistDst = { } let functionParser = ( - nodeParser: MathJsonToMathJsAdt.arg => Belt.Result.t< - ASTTypes.node, - string, - >, + nodeParser: MathJsonToMathJsAdt.arg => Belt.Result.t, name: string, args: array, ): result => { @@ -224,17 +218,11 @@ module MathAdtToDistDst = { ) Ok(hash) } - | name => - parseArgs() |> E.R.fmap((args: array) => - #FunctionCall(name, args) - ) + | name => parseArgs() |> E.R.fmap((args: array) => #FunctionCall(name, args)) } } - let rec nodeParser: MathJsonToMathJsAdt.arg => result< - ASTTypes.node, - string, - > = x => + let rec nodeParser: MathJsonToMathJsAdt.arg => result = x => switch x { | Value(f) => Ok(#SymbolicDist(#Float(f))) | Symbol(sym) => Ok(#Symbol(sym)) @@ -267,8 +255,7 @@ module MathAdtToDistDst = { blocks |> E.A.fmap(b => topLevel(b)) |> E.A.R.firstErrorOrOpen |> E.R.fmap(E.A.concatMany) } - let run = (r): result => - r |> MathAdtCleaner.run |> topLevel + let run = (r): result => r |> MathAdtCleaner.run |> topLevel } /* The MathJs parser doesn't support '.+' syntax, but we want it because it diff --git a/packages/squiggle-lang/src/rescript/ProgramEvaluator.res b/packages/squiggle-lang/src/rescript/ProgramEvaluator.res index b2317050..96a765d8 100644 --- a/packages/squiggle-lang/src/rescript/ProgramEvaluator.res +++ b/packages/squiggle-lang/src/rescript/ProgramEvaluator.res @@ -39,17 +39,16 @@ module Inputs = { type exportDistribution = [ | #DistPlus(DistPlus.t) | #Float(float) - | #Function((float) => Belt.Result.t) + | #Function(float => Belt.Result.t) ] type exportEnv = array<(string, ASTTypes.node)> type exportType = { - environment : exportEnv, - exports: array + environment: exportEnv, + exports: array, } - module Internals = { let addVariable = ( {samplingInputs, squiggleString, environment}: Inputs.inputs, @@ -58,9 +57,7 @@ module Internals = { ): Inputs.inputs => { samplingInputs: samplingInputs, squiggleString: squiggleString, - environment: ASTTypes.Environment.update(environment, str, _ => Some( - node, - )), + environment: ASTTypes.Environment.update(environment, str, _ => Some(node)), } type outputs = { @@ -76,8 +73,7 @@ module Internals = { pointSetDistLength: inputs.samplingInputs.pointDistLength |> E.O.default(10000), } - let runNode = (inputs, node) => - AST.toLeaf(makeInputs(inputs), inputs.environment, node) + let runNode = (inputs, node) => AST.toLeaf(makeInputs(inputs), inputs.environment, node) let renderIfNeeded = (inputs: Inputs.inputs, node: ASTTypes.node): result< ASTTypes.node, @@ -106,16 +102,14 @@ module Internals = { let outputToDistPlus = (inputs: Inputs.inputs, pointSetDist: PointSetTypes.pointSetDist) => DistPlus.make(~pointSetDist, ~squiggleString=Some(inputs.squiggleString), ()) - let rec returnDist = (functionInfo : (array, ASTTypes.node), - inputs : Inputs.inputs, - env : ASTTypes.environment) => { - (input : float) => { - let foo: Inputs.inputs = {...inputs, environment: env}; - evaluateFunction( - foo, - functionInfo, - [#SymbolicDist(#Float(input))], - ) |> E.R.bind(_, a => + let rec returnDist = ( + functionInfo: (array, ASTTypes.node), + inputs: Inputs.inputs, + env: ASTTypes.environment, + ) => { + (input: float) => { + let foo: Inputs.inputs = {...inputs, environment: env} + evaluateFunction(foo, functionInfo, [#SymbolicDist(#Float(input))]) |> E.R.bind(_, a => switch a { | #DistPlus(d) => Ok(DistPlus.T.normalize(d)) | n => @@ -126,11 +120,10 @@ module Internals = { } } // TODO: Consider using ExpressionTypes.ExpressionTree.getFloat or similar in this function - and coersionToExportedTypes = ( - inputs, - env: ASTTypes.environment, - ex: ASTTypes.node, - ): result => + and coersionToExportedTypes = (inputs, env: ASTTypes.environment, ex: ASTTypes.node): result< + exportDistribution, + string, + > => ex |> renderIfNeeded(inputs) |> E.R.bind(_, x => @@ -143,56 +136,45 @@ module Internals = { } ) - and evaluateFunction = ( - inputs: Inputs.inputs, - fn: (array, ASTTypes.node), - fnInputs, - ) => { - let output = AST.runFunction( - makeInputs(inputs), - inputs.environment, - fnInputs, - fn, - ) + and evaluateFunction = (inputs: Inputs.inputs, fn: (array, ASTTypes.node), fnInputs) => { + let output = AST.runFunction(makeInputs(inputs), inputs.environment, fnInputs, fn) output |> E.R.bind(_, coersionToExportedTypes(inputs, inputs.environment)) } let runProgram = (inputs: Inputs.inputs, p: ASTTypes.program) => { let ins = ref(inputs) p - |> E.A.fmap(x => - switch x { - | #Assignment(name, node) => - ins := addVariable(ins.contents, name, node) - None - | #Expression(node) => - Some(runNode(ins.contents, node)) - } - ) - |> E.A.O.concatSomes + |> E.A.fmap(x => + switch x { + | #Assignment(name, node) => + ins := addVariable(ins.contents, name, node) + None + | #Expression(node) => Some(runNode(ins.contents, node)) + } + ) + |> E.A.O.concatSomes + |> E.A.R.firstErrorOrOpen + |> E.R.bind(_, d => + d + |> E.A.fmap(x => coersionToExportedTypes(inputs, ins.contents.environment, x)) |> E.A.R.firstErrorOrOpen - |> E.R.bind(_, d => - d - |> E.A.fmap(x => coersionToExportedTypes(inputs, ins.contents.environment, x)) - |> E.A.R.firstErrorOrOpen - ) - |> E.R.fmap(ex => - { - environment: Belt.Map.String.toArray(ins.contents.environment), - exports: ex - } - ) + ) + |> E.R.fmap(ex => { + environment: Belt.Map.String.toArray(ins.contents.environment), + exports: ex, + }) } let inputsToLeaf = (inputs: Inputs.inputs) => Parser.fromString(inputs.squiggleString) |> E.R.bind(_, g => runProgram(inputs, g)) - } - @genType -let runAll : (string, Inputs.SamplingInputs.t, exportEnv) => result = - (squiggleString, samplingInputs, environment) => { +let runAll: (string, Inputs.SamplingInputs.t, exportEnv) => result = ( + squiggleString, + samplingInputs, + environment, +) => { let inputs = Inputs.make( ~samplingInputs, ~squiggleString, diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer.res index bc5f496d..7e93f367 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer.res @@ -5,5 +5,6 @@ module Extra = Reducer_Extra module Js = Reducer_Js module MathJs = Reducer_MathJs -let eval = Expression.eval +type expressionValue = Reducer_Expression.expressionValue +let evaluate = Expression.eval let parse = Expression.parse diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer.resi b/packages/squiggle-lang/src/rescript/Reducer/Reducer.resi index 65b2a62a..6f6a55a8 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer.resi +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer.resi @@ -4,5 +4,10 @@ module Expression = Reducer_Expression module Extra = Reducer_Extra module Js = Reducer_Js module MathJs = Reducer_MathJs -let eval: string => result + +@genType +type expressionValue = ReducerInterface_ExpressionValue.expressionValue + +@genType +let evaluate: string => result let parse: string => result diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn.res index 824e36ef..21c91dc2 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Dispatch/Reducer_Dispatch_BuiltIn.res @@ -14,8 +14,8 @@ exception TestRescriptException let callInternal = (call: functionCall): result<'b, errorValue> => { let callMathJs = (call: functionCall): result<'b, errorValue> => switch call { - | ("jsraise", [msg]) => Js.Exn.raiseError(toString(msg)) // For Tests - | ("resraise", _) => raise(TestRescriptException) // For Tests + | ("javascriptraise", [msg]) => Js.Exn.raiseError(toString(msg)) // For Tests + | ("rescriptraise", _) => raise(TestRescriptException) // For Tests | call => call->toStringFunctionCall->MathJs.Eval.eval } @@ -58,7 +58,7 @@ let callInternal = (call: functionCall): result<'b, errorValue> => { } /* - Lisp engine uses Result monad while reducing expressions + Reducer uses Result monad while reducing expressions */ let dispatch = (call: functionCall): result => try { diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_ErrorValue.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_ErrorValue.res index 4f57bc2c..4ad60732 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_ErrorValue.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_ErrorValue.res @@ -1,15 +1,24 @@ +@genType type errorValue = | REArrayIndexNotFound(string, int) + | REAssignmentExpected + | REExpressionExpected | REFunctionExpected(string) | REJavaScriptExn(option, option) // Javascript Exception + | REMacroNotFound(string) | RERecordPropertyNotFound(string, string) + | RESymbolNotFound(string) + | RESyntaxError(string) | RETodo(string) // To do type t = errorValue +@genType let errorToString = err => switch err { | REArrayIndexNotFound(msg, index) => `${msg}: ${Js.String.make(index)}` + | REAssignmentExpected => "Assignment expected" + | REExpressionExpected => "Expression expected" | REFunctionExpected(msg) => `Function expected: ${msg}` | REJavaScriptExn(omsg, oname) => { let answer = "JS Exception:" @@ -23,6 +32,9 @@ let errorToString = err => } answer } + | REMacroNotFound(macro) => `Macro not found: ${macro}` | RERecordPropertyNotFound(msg, index) => `${msg}: ${index}` + | RESymbolNotFound(symbolName) => `${symbolName} is not defined` + | RESyntaxError(desc) => `Syntax Error: ${desc}` | RETodo(msg) => `TODO: ${msg}` } diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.res index 76e75e07..90e79e8e 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.res @@ -11,10 +11,11 @@ type expressionValue = ExpressionValue.expressionValue type t = expression /* - Shows the Lisp Code as text lisp code + Shows the expression as text of expression */ let rec toString = expression => switch expression { + | T.EBindings(bindings) => "$$bound" | T.EList(aList) => `(${Belt.List.map(aList, aValue => toString(aValue)) ->Extra.List.interperse(" ") @@ -30,7 +31,7 @@ let toStringResult = codeResult => } /* - Converts a MathJs code to Lisp Code + Converts a MathJs code to expression */ let parse_ = (expr: string, parser, converter): result => expr->parser->Result.flatMap(node => converter(node)) @@ -38,54 +39,141 @@ let parse_ = (expr: string, parser, converter): result => let parse = (mathJsCode: string): result => mathJsCode->parse_(MathJs.Parse.parse, MathJs.ToExpression.fromNode) -module MapString = Belt.Map.String -type bindings = MapString.t -let defaultBindings: bindings = MapString.fromArray([]) -// TODO Define bindings for function execution context +let defaultBindings: T.bindings = Belt.Map.String.empty /* - After reducing each level of code tree, we have a value list to evaluate + Recursively evaluate/reduce the expression (Lisp AST) */ -let reduceValueList = (valueList: list): result => - switch valueList { - | list{EvSymbol(fName), ...args} => (fName, args->Belt.List.toArray)->BuiltIn.dispatch - | _ => valueList->Belt.List.toArray->ExpressionValue.EvArray->Ok - } - -/* - Recursively evaluate/reduce the code tree -*/ -let rec reduceExpression = (expression: t, bindings): result => - switch expression { - | T.EValue(value) => value->Ok - | T.EList(list) => { - let racc: result, 'e> = list->Belt.List.reduceReverse(Ok(list{}), ( - racc, - each: expression, - ) => - racc->Result.flatMap(acc => { - each - ->reduceExpression(bindings) - ->Result.flatMap(newNode => { - acc->Belt.List.add(newNode)->Ok - }) - }) - ) - racc->Result.flatMap(acc => acc->reduceValueList) +let rec reduceExpression = (expression: t, bindings: T.bindings): result => { + /* + After reducing each level of expression(Lisp AST), we have a value list to evaluate + */ + let reduceValueList = (valueList: list): result => + switch valueList { + | list{EvCall(fName), ...args} => (fName, args->Belt.List.toArray)->BuiltIn.dispatch + | _ => valueList->Belt.List.toArray->ExpressionValue.EvArray->Ok } + + /* + Macros are like functions but instead of taking values as parameters, + they take expressions as parameters and return a new expression. + Macros are used to define language building blocks. They are like Lisp macros. + */ + let doMacroCall = (list: list, bindings: T.bindings): result => { + let dispatchMacroCall = (list: list, bindings: T.bindings): result => { + let rec replaceSymbols = (expression: t, bindings: T.bindings): result => + switch expression { + | T.EValue(EvSymbol(aSymbol)) => + switch bindings->Belt.Map.String.get(aSymbol) { + | Some(boundExpression) => boundExpression->Ok + | None => RESymbolNotFound(aSymbol)->Error + } + | T.EValue(_) => expression->Ok + | T.EBindings(_) => expression->Ok + | T.EList(list) => { + let racc = list->Belt.List.reduceReverse(Ok(list{}), (racc, each: expression) => + racc->Result.flatMap(acc => { + each + ->replaceSymbols(bindings) + ->Result.flatMap(newNode => { + acc->Belt.List.add(newNode)->Ok + }) + }) + ) + racc->Result.map(acc => acc->T.EList) + } + } + + let doBindStatement = (statement: t, bindings: T.bindings) => { + switch statement { + | T.EList(list{T.EValue(EvCall("$let")), T.EValue(EvSymbol(aSymbol)), expression}) => { + let rNewExpression = replaceSymbols(expression, bindings) + rNewExpression->Result.map(newExpression => + Belt.Map.String.set(bindings, aSymbol, newExpression)->T.EBindings + ) + } + | _ => REAssignmentExpected->Error + } + } + + let doBindExpression = (expression: t, bindings: T.bindings) => { + switch expression { + | T.EList(list{T.EValue(EvCall("$let")), ..._}) => REExpressionExpected->Error + | _ => replaceSymbols(expression, bindings) + } + } + + switch list { + | list{T.EValue(EvCall("$$bindings"))} => bindings->T.EBindings->Ok + + | list{T.EValue(EvCall("$$bindStatement")), T.EBindings(bindings), statement} => + doBindStatement(statement, bindings) + | list{T.EValue(EvCall("$$bindExpression")), T.EBindings(bindings), expression} => + doBindExpression(expression, bindings) + | _ => list->T.EList->Ok + } + } + + list->dispatchMacroCall(bindings) } + let rec seekMacros = (expression: t, bindings: T.bindings): result => + switch expression { + | T.EValue(value) => expression->Ok + | T.EList(list) => { + let racc: result, 'e> = list->Belt.List.reduceReverse(Ok(list{}), ( + racc, + each: expression, + ) => + racc->Result.flatMap(acc => { + each + ->seekMacros(bindings) + ->Result.flatMap(newNode => { + acc->Belt.List.add(newNode)->Ok + }) + }) + ) + racc->Result.flatMap(acc => acc->doMacroCall(bindings)) + } + } + + let rec reduceExpandedExpression = (expression: t): result => + switch expression { + | T.EValue(value) => value->Ok + | T.EList(list) => { + let racc: result, 'e> = list->Belt.List.reduceReverse(Ok(list{}), ( + racc, + each: expression, + ) => + racc->Result.flatMap(acc => { + each + ->reduceExpandedExpression + ->Result.flatMap(newNode => { + acc->Belt.List.add(newNode)->Ok + }) + }) + ) + racc->Result.flatMap(acc => acc->reduceValueList) + } + } + + let rExpandedExpression: result = expression->seekMacros(bindings) + rExpandedExpression->Result.flatMap(expandedExpression => + expandedExpression->reduceExpandedExpression + ) +} + let evalWBindingsExpression = (aExpression, bindings): result => reduceExpression(aExpression, bindings) /* - Evaluates MathJs code via Lisp using bindings and answers the result + Evaluates MathJs code via Reducer using bindings and answers the result */ -let evalWBindings = (codeText: string, bindings: bindings) => { +let evalWBindings = (codeText: string, bindings: T.bindings) => { parse(codeText)->Result.flatMap(code => code->evalWBindingsExpression(bindings)) } /* - Evaluates MathJs code via Lisp and answers the result + Evaluates MathJs code via Reducer and answers the result */ let eval = (code: string) => evalWBindings(code, defaultBindings) diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.resi b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.resi deleted file mode 100644 index 8b09c516..00000000 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression.resi +++ /dev/null @@ -1,28 +0,0 @@ -module Result = Belt.Result -module T = Reducer_Expression_T -type expression = T.expression -type expressionValue = ReducerInterface.ExpressionValue.expressionValue -type t = expression -let toString: T.expression => Js.String.t -let toStringResult: result => string -let parse: string => result -module MapString = Belt.Map.String -type bindings = MapString.t -let defaultBindings: bindings -let reduceValueList: list => result< - expressionValue, - Reducer_ErrorValue.t, -> -let reduceExpression: (expression, 'a) => result< - expressionValue, - Reducer_ErrorValue.t, -> -let evalWBindingsExpression: (expression, 'a) => result< - expressionValue, - Reducer_ErrorValue.t, -> -let evalWBindings: (string, bindings) => Result.t< - expressionValue, - Reducer_ErrorValue.t, -> -let eval: string => Result.t diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression_T.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression_T.res index 5f376050..fe938316 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression_T.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_Expression/Reducer_Expression_T.res @@ -1,5 +1,15 @@ open ReducerInterface.ExpressionValue +/* + An expression is a Lisp AST. An expression is either a primitive value or a list of expressions. + In the case of a list of expressions (e1, e2, e3, ...eN), the semantic is + apply e1, e2 -> apply e3 -> ... -> apply eN + This is Lisp semantics. It holds true in both eager and lazy evaluations. + A Lisp AST contains only expressions/primitive values to apply to their left. + The act of defining the semantics of a functional language is to write it in terms of Lisp AST. +*/ type rec expression = | EList(list) // A list to map-reduce | EValue(expressionValue) // Irreducible built-in value. Reducer should not know the internals. External libraries are responsible + | EBindings(bindings) // let/def kind of statements return bindings +and bindings = Belt.Map.String.t diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_Parse.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_Parse.res index bfd186e0..e3e2955c 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_Parse.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_Parse.res @@ -7,25 +7,31 @@ open Reducer_ErrorValue type node = {"type": string, "isNode": bool, "comment": string} type arrayNode = {...node, "items": array} -//assignmentNode -//blockNode +type block = {"node": node} +type blockNode = {...node, "blocks": array} //conditionalNode type constantNode = {...node, "value": unit} //functionAssignmentNode -type functionNode = {...node, "fn": string, "args": array} type indexNode = {...node, "dimensions": array} type objectNode = {...node, "properties": Js.Dict.t} -type accessorNode = {...node, "object": node, "index": indexNode} -type operatorNode = {...functionNode, "op": string} +type accessorNode = {...node, "object": node, "index": indexNode, "name": string} -//parenthesisNode type parenthesisNode = {...node, "content": node} //rangeNode //relationalNode type symbolNode = {...node, "name": string} +type functionNode = {...node, "fn": unit, "args": array} +type operatorNode = {...functionNode, "op": string} +type assignmentNode = {...node, "object": symbolNode, "value": node} +type assignmentNodeWAccessor = {...node, "object": accessorNode, "value": node} +type assignmentNodeWIndex = {...assignmentNodeWAccessor, "index": Js.null} external castAccessorNode: node => accessorNode = "%identity" external castArrayNode: node => arrayNode = "%identity" +external castAssignmentNode: node => assignmentNode = "%identity" +external castAssignmentNodeWAccessor: node => assignmentNodeWAccessor = "%identity" +external castAssignmentNodeWIndex: node => assignmentNodeWIndex = "%identity" +external castBlockNode: node => blockNode = "%identity" external castConstantNode: node => constantNode = "%identity" external castFunctionNode: node => functionNode = "%identity" external castIndexNode: node => indexNode = "%identity" @@ -50,6 +56,8 @@ let parse = (expr: string): result => type mathJsNode = | MjAccessorNode(accessorNode) | MjArrayNode(arrayNode) + | MjAssignmentNode(assignmentNode) + | MjBlockNode(blockNode) | MjConstantNode(constantNode) | MjFunctionNode(functionNode) | MjIndexNode(indexNode) @@ -58,10 +66,21 @@ type mathJsNode = | MjParenthesisNode(parenthesisNode) | MjSymbolNode(symbolNode) -let castNodeType = (node: node) => +let castNodeType = (node: node) => { + let decideAssignmentNode = node => { + let iNode = node->castAssignmentNodeWIndex + if Js.null == iNode["index"] && iNode["object"]["type"] == "SymbolNode" { + node->castAssignmentNode->MjAssignmentNode->Ok + } else { + RESyntaxError("Assignment to index or property not supported")->Error + } + } + switch node["type"] { | "AccessorNode" => node->castAccessorNode->MjAccessorNode->Ok | "ArrayNode" => node->castArrayNode->MjArrayNode->Ok + | "AssignmentNode" => node->decideAssignmentNode + | "BlockNode" => node->castBlockNode->MjBlockNode->Ok | "ConstantNode" => node->castConstantNode->MjConstantNode->Ok | "FunctionNode" => node->castFunctionNode->MjFunctionNode->Ok | "IndexNode" => node->castIndexNode->MjIndexNode->Ok @@ -71,6 +90,19 @@ let castNodeType = (node: node) => | "SymbolNode" => node->castSymbolNode->MjSymbolNode->Ok | _ => RETodo(`Argg, unhandled MathJsNode: ${node["type"]}`)->Error } +} + +external unitAsSymbolNode: unit => symbolNode = "%identity" +external unitAsString: unit => string = "%identity" + +let nameOfFunctionNode = (fNode: functionNode): string => { + let name = fNode["fn"] + if Js.typeof(name) == "string" { + name->unitAsString + } else { + (name->unitAsSymbolNode)["name"] + } +} let rec toString = (mathJsNode: mathJsNode): string => { let toStringValue = (a: 'a): string => @@ -87,9 +119,10 @@ let rec toString = (mathJsNode: mathJsNode): string => { ->Js.String.concatMany("") let toStringFunctionNode = (fnode: functionNode): string => - `${fnode["fn"]}(${fnode["args"]->toStringNodeArray})` + `${fnode->nameOfFunctionNode}(${fnode["args"]->toStringNodeArray})` - let toStringObjectEntry = ((key: string, value: node)): string => `${key}: ${value->toStringMathJsNode}` + let toStringObjectEntry = ((key: string, value: node)): string => + `${key}: ${value->toStringMathJsNode}` let toStringObjectNode = (oNode: objectNode): string => `{${oNode["properties"] @@ -103,16 +136,28 @@ let rec toString = (mathJsNode: mathJsNode): string => { ->Belt.Array.map(each => toStringResult(each->castNodeType)) ->Js.String.concatMany("") + let toStringSymbolNode = (sNode: symbolNode): string => sNode["name"] + + let toStringBlocks = (blocks: array): string => + blocks + ->Belt.Array.map(each => each["node"]->castNodeType->toStringResult) + ->Extra.Array.interperse("; ") + ->Js.String.concatMany("") + switch mathJsNode { - | MjAccessorNode(aNode) => `${aNode["object"]->toStringMathJsNode}[${aNode["index"]->toStringIndexNode}]` + | MjAccessorNode(aNode) => + `${aNode["object"]->toStringMathJsNode}[${aNode["index"]->toStringIndexNode}]` | MjArrayNode(aNode) => `[${aNode["items"]->toStringNodeArray}]` + | MjAssignmentNode(aNode) => + `${aNode["object"]->toStringSymbolNode} = ${aNode["value"]->toStringMathJsNode}` + | MjBlockNode(bNode) => `{${bNode["blocks"]->toStringBlocks}}` | MjConstantNode(cNode) => cNode["value"]->toStringValue | MjFunctionNode(fNode) => fNode->toStringFunctionNode | MjIndexNode(iNode) => iNode->toStringIndexNode | MjObjectNode(oNode) => oNode->toStringObjectNode | MjOperatorNode(opNode) => opNode->castOperatorNodeToFunctionNode->toStringFunctionNode | MjParenthesisNode(pNode) => `(${toStringMathJsNode(pNode["content"])})` - | MjSymbolNode(sNode) => sNode["name"] + | MjSymbolNode(sNode) => sNode->toStringSymbolNode } } and toStringResult = (rMathJsNode: result): string => diff --git a/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_ToExpression.res b/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_ToExpression.res index 5b16fb54..30c8651d 100644 --- a/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_ToExpression.res +++ b/packages/squiggle-lang/src/rescript/Reducer/Reducer_MathJs/Reducer_MathJs_ToExpression.res @@ -1,11 +1,11 @@ module ErrorValue = Reducer_ErrorValue module ExpressionValue = ReducerInterface.ExpressionValue -module ExtressionT = Reducer_Expression_T +module ExpressionT = Reducer_Expression_T module JavaScript = Reducer_Js module Parse = Reducer_MathJs_Parse module Result = Belt.Result -type expression = ExtressionT.expression +type expression = ExpressionT.expression type expressionValue = ExpressionValue.expressionValue type errorValue = ErrorValue.errorValue @@ -18,10 +18,19 @@ let rec fromNode = (mathJsNode: Parse.node): result => ) ) - let castFunctionNode = fNode => { - let fn = fNode["fn"]->ExpressionValue.EvSymbol->ExtressionT.EValue + let toEvCallValue = (name: string): expression => + name->ExpressionValue.EvCall->ExpressionT.EValue + let toEvSymbolValue = (name: string): expression => + name->ExpressionValue.EvSymbol->ExpressionT.EValue + + let passToFunction = (fName: string, rLispArgs): result => { + let fn = fName->toEvCallValue + rLispArgs->Result.flatMap(lispArgs => list{fn, ...lispArgs}->ExpressionT.EList->Ok) + } + + let caseFunctionNode = fNode => { let lispArgs = fNode["args"]->Belt.List.fromArray->fromNodeList - lispArgs->Result.map(argsCode => list{fn, ...argsCode}->ExtressionT.EList) + passToFunction(fNode->Parse.nameOfFunctionNode, lispArgs) } let caseObjectNode = oNode => { @@ -34,15 +43,16 @@ let rec fromNode = (mathJsNode: Parse.node): result => fromNode(value)->Result.map(valueExpression => { let entryCode = list{ - key->ExpressionValue.EvString->ExtressionT.EValue, + key->ExpressionValue.EvString->ExpressionT.EValue, valueExpression, - }->ExtressionT.EList + }->ExpressionT.EList list{entryCode, ...acc} }) ) ) - let lispName = "$constructRecord"->ExpressionValue.EvSymbol->ExtressionT.EValue - rargs->Result.map(args => list{lispName, ExtressionT.EList(args)}->ExtressionT.EList) + rargs->Result.flatMap(args => + passToFunction("$constructRecord", list{ExpressionT.EList(args)}->Ok) + ) // $consturctRecord gets a single argument: List of key-value paiers } oNode["properties"]->Js.Dict.entries->Belt.List.fromArray->fromObjectEntries @@ -54,33 +64,75 @@ let rec fromNode = (mathJsNode: Parse.node): result => Ok(list{}), (racc, currentPropertyMathJsNode) => racc->Result.flatMap(acc => - fromNode(currentPropertyMathJsNode)->Result.map(propertyCode => list{propertyCode, ...acc}) + fromNode(currentPropertyMathJsNode)->Result.map(propertyCode => list{ + propertyCode, + ...acc, + }) ), ) - rpropertyCodeList->Result.map(propertyCodeList => ExtressionT.EList(propertyCodeList)) + rpropertyCodeList->Result.map(propertyCodeList => ExpressionT.EList(propertyCodeList)) } let caseAccessorNode = (objectNode, indexNode) => { - let fn = "$atIndex"->ExpressionValue.EvSymbol->ExtressionT.EValue - caseIndexNode(indexNode)->Result.flatMap(indexCode => { - fromNode(objectNode)->Result.map(objectCode => - list{fn, objectCode, indexCode}->ExtressionT.EList + fromNode(objectNode)->Result.flatMap(objectCode => + passToFunction("$atIndex", list{objectCode, indexCode}->Ok) ) }) } - switch typedMathJsNode { - | MjArrayNode(aNode) => - aNode["items"]->Belt.List.fromArray->fromNodeList->Result.map(list => ExtressionT.EList(list)) - | MjConstantNode(cNode) => - cNode["value"]->JavaScript.Gate.jsToEv->Result.map(v => v->ExtressionT.EValue) - | MjFunctionNode(fNode) => fNode->castFunctionNode - | MjOperatorNode(opNode) => opNode->Parse.castOperatorNodeToFunctionNode->castFunctionNode - | MjParenthesisNode(pNode) => pNode["content"]->fromNode - | MjAccessorNode(aNode) => caseAccessorNode(aNode["object"], aNode["index"]) - | MjObjectNode(oNode) => caseObjectNode(oNode) - | MjSymbolNode(sNode) => sNode["name"]->ExpressionValue.EvSymbol->ExtressionT.EValue->Ok - | MjIndexNode(iNode) => caseIndexNode(iNode) + let caseAssignmentNode = aNode => { + let symbol = aNode["object"]["name"]->toEvSymbolValue + let rValueExpression = fromNode(aNode["value"]) + rValueExpression->Result.flatMap(valueExpression => { + let lispArgs = list{symbol, valueExpression}->Ok + passToFunction("$let", lispArgs) + }) } + + let caseArrayNode = aNode => { + aNode["items"]->Belt.List.fromArray->fromNodeList->Result.map(list => ExpressionT.EList(list)) + } + + let caseBlockNode = (bNode): result => { + let blocks = bNode["blocks"] + let initialBindings = passToFunction("$$bindings", list{}->Ok) + let lastIndex = Belt.Array.length(blocks) - 1 + blocks->Belt.Array.reduceWithIndex(initialBindings, (rPreviousBindings, block, i) => { + rPreviousBindings->Result.flatMap(previousBindings => { + let node = block["node"] + let rStatement: result = node->fromNode + let bindName = if i == lastIndex { + "$$bindExpression" + } else { + "$$bindStatement" + } + rStatement->Result.flatMap((statement: expression) => { + let lispArgs = list{previousBindings, statement}->Ok + passToFunction(bindName, lispArgs) + }) + }) + }) + } + + let rFinalExpression: result = switch typedMathJsNode { + | MjAccessorNode(aNode) => caseAccessorNode(aNode["object"], aNode["index"]) + | MjArrayNode(aNode) => caseArrayNode(aNode) + | MjAssignmentNode(aNode) => caseAssignmentNode(aNode) + | MjSymbolNode(sNode) => { + let expr: expression = toEvSymbolValue(sNode["name"]) + let rExpr: result = expr->Ok + rExpr + } + | MjBlockNode(bNode) => caseBlockNode(bNode) + // | MjBlockNode(bNode) => "statement"->toEvSymbolValue->Ok + | MjConstantNode(cNode) => + cNode["value"]->JavaScript.Gate.jsToEv->Result.flatMap(v => v->ExpressionT.EValue->Ok) + | MjFunctionNode(fNode) => fNode->caseFunctionNode + | MjIndexNode(iNode) => caseIndexNode(iNode) + | MjObjectNode(oNode) => caseObjectNode(oNode) + | MjOperatorNode(opNode) => opNode->Parse.castOperatorNodeToFunctionNode->caseFunctionNode + | MjParenthesisNode(pNode) => pNode["content"]->fromNode + } + rFinalExpression }) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res index bfb79df1..2a8dc2e1 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res @@ -5,26 +5,32 @@ module Extra_Array = Reducer_Extra_Array module ErrorValue = Reducer_ErrorValue +@genType type rec expressionValue = + | EvArray(array) | EvBool(bool) + | EvCall(string) // External function call + | EvDistribution(GenericDist_Types.genericDist) | EvNumber(float) + | EvRecord(Js.Dict.t) | EvString(string) | EvSymbol(string) - | EvArray(array) - | EvRecord(Js.Dict.t) - | EvDistribution(GenericDist_Types.genericDist) type functionCall = (string, array) let rec toString = aValue => switch aValue { | EvBool(aBool) => Js.String.make(aBool) + | EvCall(fName) => `:${fName}` | EvNumber(aNumber) => Js.String.make(aNumber) | EvString(aString) => `'${aString}'` | EvSymbol(aString) => `:${aString}` | EvArray(anArray) => { let args = - anArray->Belt.Array.map(each => toString(each))->Extra_Array.interperse(", ")->Js.String.concatMany("") + anArray + ->Belt.Array.map(each => toString(each)) + ->Extra_Array.interperse(", ") + ->Js.String.concatMany("") `[${args}]` } | EvRecord(aRecord) => { @@ -36,12 +42,13 @@ let rec toString = aValue => ->Js.String.concatMany("") `{${pairs}}` } - | EvDistribution(dist) => `${GenericDist.toString(dist)}` + | EvDistribution(dist) => GenericDist.toString(dist) } let toStringWithType = aValue => switch aValue { | EvBool(_) => `Bool::${toString(aValue)}` + | EvCall(_) => `Call::${toString(aValue)}` | EvNumber(_) => `Number::${toString(aValue)}` | EvString(_) => `String::${toString(aValue)}` | EvSymbol(_) => `Symbol::${toString(aValue)}` diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index ea65b963..f7381f07 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -1,9 +1,11 @@ module ExpressionValue = ReducerInterface_ExpressionValue type expressionValue = ReducerInterface_ExpressionValue.expressionValue +let defaultSampleCount = 10000 + let runGenericOperation = DistributionOperation.run( ~env={ - sampleCount: 1000, + sampleCount: defaultSampleCount, xyPointLength: 1000, }, ) @@ -52,6 +54,13 @@ module Helpers = { FromDist(GenericDist_Types.Operation.ToString(fnCall), dist)->runGenericOperation->Some } + let toBoolFn = ( + fnCall: GenericDist_Types.Operation.toBool, + dist: GenericDist_Types.genericDist, + ) => { + FromDist(GenericDist_Types.Operation.ToBool(fnCall), dist)->runGenericOperation->Some + } + let toDistFn = (fnCall: GenericDist_Types.Operation.toDist, dist) => { FromDist(GenericDist_Types.Operation.ToDist(fnCall), dist)->runGenericOperation->Some } @@ -66,6 +75,65 @@ module Helpers = { dist1, )->runGenericOperation } + let parseNumber = (args: expressionValue): Belt.Result.t => + switch args { + | EvNumber(x) => Ok(x) + | _ => Error("Not a number") + } + + let parseNumberArray = (ags: array): Belt.Result.t, string> => + E.A.fmap(parseNumber, ags) |> E.A.R.firstErrorOrOpen + + let parseDist = (args: expressionValue): Belt.Result.t => + switch args { + | EvDistribution(x) => Ok(x) + | EvNumber(x) => Ok(GenericDist.fromFloat(x)) + | _ => Error("Not a distribution") + } + + let parseDistributionArray = (ags: array): Belt.Result.t< + array, + string, + > => E.A.fmap(parseDist, ags) |> E.A.R.firstErrorOrOpen + + let mixtureWithGivenWeights = ( + distributions: array, + weights: array, + ): DistributionOperation.outputType => + E.A.length(distributions) == E.A.length(weights) + ? Mixture(Belt.Array.zip(distributions, weights))->runGenericOperation + : GenDistError( + ArgumentError("Error, mixture call has different number of distributions and weights"), + ) + + let mixtureWithDefaultWeights = ( + distributions: array, + ): DistributionOperation.outputType => { + let length = E.A.length(distributions) + let weights = Belt.Array.make(length, 1.0 /. Belt.Int.toFloat(length)) + mixtureWithGivenWeights(distributions, weights) + } + + let mixture = (args: array): DistributionOperation.outputType => { + switch E.A.last(args) { + | Some(EvArray(b)) => { + let weights = parseNumberArray(b) + let distributions = parseDistributionArray( + Belt.Array.slice(args, ~offset=0, ~len=E.A.length(args) - 1), + ) + switch E.R.merge(distributions, weights) { + | Ok(d, w) => mixtureWithGivenWeights(d, w) + | Error(err) => GenDistError(ArgumentError(err)) + } + } + | Some(EvDistribution(b)) => + switch parseDistributionArray(args) { + | Ok(distributions) => mixtureWithDefaultWeights(distributions) + | Error(err) => GenDistError(ArgumentError(err)) + } + | _ => GenDistError(ArgumentError("Last argument of mx must be array or distribution")) + } + } } module SymbolicConstructors = { @@ -128,23 +196,29 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< | ("mean", [EvDistribution(dist)]) => Helpers.toFloatFn(#Mean, dist) | ("toString", [EvDistribution(dist)]) => Helpers.toStringFn(ToString, dist) | ("toSparkline", [EvDistribution(dist)]) => Helpers.toStringFn(ToSparkline(20), dist) - | ("toSparkline", [EvDistribution(dist), EvNumber(n)]) => Helpers.toStringFn(ToSparkline(Belt.Float.toInt(n)), dist) + | ("toSparkline", [EvDistribution(dist), EvNumber(n)]) => + Helpers.toStringFn(ToSparkline(Belt.Float.toInt(n)), dist) | ("exp", [EvDistribution(a)]) => // https://mathjs.org/docs/reference/functions/exp.html Helpers.twoDiststoDistFn(Algebraic, "pow", GenericDist.fromFloat(Math.e), a)->Some | ("normalize", [EvDistribution(dist)]) => Helpers.toDistFn(Normalize, dist) + | ("isNormalized", [EvDistribution(dist)]) => Helpers.toBoolFn(IsNormalized, dist) | ("toPointSet", [EvDistribution(dist)]) => Helpers.toDistFn(ToPointSet, dist) | ("cdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Cdf(float), dist) | ("pdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Pdf(float), dist) | ("inv", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Inv(float), dist) | ("toSampleSet", [EvDistribution(dist), EvNumber(float)]) => Helpers.toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) + | ("toSampleSet", [EvDistribution(dist)]) => + Helpers.toDistFn(ToSampleSet(defaultSampleCount), dist) + | ("inspect", [EvDistribution(dist)]) => Helpers.toDistFn(Inspect, dist) | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) => Helpers.toDistFn(Truncate(Some(float), None), dist) | ("truncateRight", [EvDistribution(dist), EvNumber(float)]) => Helpers.toDistFn(Truncate(None, Some(float)), dist) | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist) + | ("mx" | "mixture", args) => Helpers.mixture(args)->Some | ("log", [EvDistribution(a)]) => Helpers.twoDiststoDistFn(Algebraic, "log", a, GenericDist.fromFloat(Math.e))->Some | ("log10", [EvDistribution(a)]) => @@ -183,10 +257,12 @@ let genericOutputToReducerValue = (o: DistributionOperation.outputType): result< | Dist(d) => Ok(ReducerInterface_ExpressionValue.EvDistribution(d)) | Float(d) => Ok(EvNumber(d)) | String(d) => Ok(EvString(d)) + | Bool(d) => Ok(EvBool(d)) | GenDistError(NotYetImplemented) => Error(RETodo("Function not yet implemented")) | GenDistError(Unreachable) => Error(RETodo("Unreachable")) | GenDistError(DistributionVerticalShiftIsInvalid) => - Error(RETodo("Distribution Vertical Shift is Invalid")) + Error(RETodo("Distribution Vertical Shift Is Invalid")) + | GenDistError(ArgumentError(err)) => Error(RETodo("Argument Error: " ++ err)) | GenDistError(Other(s)) => Error(RETodo(s)) } diff --git a/packages/squiggle-lang/src/rescript/TypescriptInterface.res b/packages/squiggle-lang/src/rescript/TypescriptInterface.res index 6fe6f3d4..6a0b7bcf 100644 --- a/packages/squiggle-lang/src/rescript/TypescriptInterface.res +++ b/packages/squiggle-lang/src/rescript/TypescriptInterface.res @@ -8,20 +8,49 @@ The below few seem to work fine. In the future there's definitely more work to d */ @genType -type env = DistributionOperation.env +type samplingParams = DistributionOperation.env @genType -type genericDist = GenericDist_Types.genericDist +type genericDist = DistributionTypes.genericDist @genType -type error = GenericDist_Types.error +type distributionError = DistributionTypes.error @genType -type resultDist = result -@genType -type resultFloat = result -@genType -type resultString = result +type resultDist = result @genType -let makeSampleSetDist = SampleSetDist.make \ No newline at end of file +type resultFloat = result + +@genType +type resultString = result + +@genType +let makeSampleSetDist = SampleSetDist.make + +@genType +let evaluate = Reducer.evaluate + +@genType +type expressionValue = ReducerInterface_ExpressionValue.expressionValue + +@genType +type errorValue = Reducer_ErrorValue.errorValue + +@genType +let toPointSet = GenericDist.toPointSet + +@genType +type mixedShape = PointSetTypes.mixedShape + +@genType +type discreteShape = PointSetTypes.discreteShape + +@genType +type continuousShape = PointSetTypes.continuousShape + +@genType +let errorValueToString = Reducer_ErrorValue.errorToString + +@genType +let distributionErrorToString = GenericDist_Types.Error.toString diff --git a/packages/squiggle-lang/src/rescript/Utility/E.res b/packages/squiggle-lang/src/rescript/Utility/E.res index 16d87896..24e7947c 100644 --- a/packages/squiggle-lang/src/rescript/Utility/E.res +++ b/packages/squiggle-lang/src/rescript/Utility/E.res @@ -59,8 +59,9 @@ module O = { let toExn = Rationale.Option.toExn let some = Rationale.Option.some let firstSome = Rationale.Option.firstSome - let toExt = Rationale.Option.toExn + let toExt = Rationale.Option.toExn // wanna flag this-- looks like a typo but `Rationale.OptiontoExt` doesn't exist. let flatApply = (fn, b) => Rationale.Option.apply(fn, Some(b)) |> Rationale.Option.flatten + let flatten = Rationale.Option.flatten let toBool = opt => switch opt { @@ -103,6 +104,7 @@ module O2 = { let toExn = (a, b) => O.toExn(b, a) let fmap = (a, b) => O.fmap(b, a) let toResult = (a, b) => O.toResult(b, a) + let bind = (a, b) => O.bind(b, a) } /* Functions */ @@ -176,17 +178,49 @@ module R = { let errorIfCondition = (errorCondition, errorMessage, r) => errorCondition(r) ? Error(errorMessage) : Ok(r) + + let ap = Rationale.Result.ap + let ap' = (r, a) => + switch r { + | Ok(f) => fmap(f, a) + | Error(err) => Error(err) + } + // (a1 -> a2 -> r) -> m a1 -> m a2 -> m r // not in Rationale + let liftM2: (('a, 'b) => 'c, result<'a, 'd>, result<'b, 'd>) => result<'c, 'd> = (op, xR, yR) => { + ap'(fmap(op, xR), yR) + } + + let liftJoin2: (('a, 'b) => result<'c, 'd>, result<'a, 'd>, result<'b, 'd>) => result<'c, 'd> = ( + op, + xR, + yR, + ) => { + bind(liftM2(op, xR, yR), x => x) + } + + let fmap2 = (f, r) => + switch r { + | Ok(r) => r->Ok + | Error(x) => x->f->Error + } } module R2 = { - let fmap = (a,b) => R.fmap(b,a) - let bind = (a, b) => R.bind(b, a) + let fmap = (a, b) => R.fmap(b, a) + let bind = (a, b) => R.bind(b, a) //Converts result type to change error type only - let errMap = (a, map) => switch(a){ + let errMap = (a, map) => + switch a { | Ok(r) => Ok(r) | Error(e) => map(e) - } + } + + let fmap2 = (xR, f) => + switch xR { + | Ok(x) => x->Ok + | Error(x) => x->f->Error + } } let safe_fn_of_string = (fn, s: string): option<'a> => @@ -257,6 +291,29 @@ module L = { let update = Rationale.RList.update let iter = List.iter let findIndex = Rationale.RList.findIndex + let headSafe = Belt.List.head + let tailSafe = Belt.List.tail + let headExn = Belt.List.headExn + let tailExn = Belt.List.tailExn + let zip = Belt.List.zip + + let combinations2: list<'a> => list<('a, 'a)> = xs => { + let rec loop: ('a, list<'a>) => list<('a, 'a)> = (x', xs') => { + let n = length(xs') + if n == 0 { + list{} + } else { + let combs = fmap(y => (x', y), xs') + let hd = headExn(xs') + let tl = tailExn(xs') + concat(list{combs, loop(hd, tl)}) + } + } + switch (headSafe(xs), tailSafe(xs)) { + | (Some(x'), Some(xs')) => loop(x', xs') + | (_, _) => list{} + } + } } /* A for Array */ @@ -300,7 +357,6 @@ module A = { |> Rationale.Result.return } - // This zips while taking the longest elements of each array. let zipMaxLength = (array1, array2) => { let maxLength = Int.max(length(array1), length(array2)) @@ -456,7 +512,6 @@ module A = { let diff = (arr: array): array => Belt.Array.zipBy(arr, Belt.Array.sliceToEnd(arr, 1), (left, right) => right -. left) - exception RangeError(string) let range = (min: float, max: float, n: int): array => switch n { @@ -474,7 +529,7 @@ module A = { } module A2 = { - let fmap = (a,b) => A.fmap(b,a) + let fmap = (a, b) => A.fmap(b, a) let joinWith = (a, b) => A.joinWith(b, a) } diff --git a/packages/squiggle-lang/src/rescript/Utility/Jstat.res b/packages/squiggle-lang/src/rescript/Utility/Jstat.res index 0fc31d6d..03c43174 100644 --- a/packages/squiggle-lang/src/rescript/Utility/Jstat.res +++ b/packages/squiggle-lang/src/rescript/Utility/Jstat.res @@ -36,8 +36,8 @@ module Exponential = { @module("jstat") @scope("exponential") external pdf: (float, float) => float = "pdf" @module("jstat") @scope("exponential") external cdf: (float, float) => float = "cdf" @module("jstat") @scope("exponential") external inv: (float, float) => float = "inv" - @module("jstat") @scope("exponential") external sample: (float) => float = "sample" - @module("jstat") @scope("exponential") external mean: (float) => float = "mean" + @module("jstat") @scope("exponential") external sample: float => float = "sample" + @module("jstat") @scope("exponential") external mean: float => float = "mean" } module Cauchy = { @@ -56,7 +56,6 @@ module Triangular = { @module("jstat") @scope("triangular") external mean: (float, float, float) => float = "mean" } - module Pareto = { @module("jstat") @scope("pareto") external pdf: (float, float, float) => float = "pdf" @module("jstat") @scope("pareto") external cdf: (float, float, float) => float = "cdf" @@ -66,20 +65,20 @@ module Pareto = { module Poisson = { @module("jstat") @scope("poisson") external pdf: (float, float) => float = "pdf" @module("jstat") @scope("poisson") external cdf: (float, float) => float = "cdf" - @module("jstat") @scope("poisson") external sample: (float) => float = "sample" - @module("jstat") @scope("poisson") external mean: (float) => float = "mean" + @module("jstat") @scope("poisson") external sample: float => float = "sample" + @module("jstat") @scope("poisson") external mean: float => float = "mean" } module Weibull = { @module("jstat") @scope("weibull") external pdf: (float, float, float) => float = "pdf" - @module("jstat") @scope("weibull") external cdf: (float, float,float ) => float = "cdf" - @module("jstat") @scope("weibull") external sample: (float,float) => float = "sample" - @module("jstat") @scope("weibull") external mean: (float,float) => float = "mean" + @module("jstat") @scope("weibull") external cdf: (float, float, float) => float = "cdf" + @module("jstat") @scope("weibull") external sample: (float, float) => float = "sample" + @module("jstat") @scope("weibull") external mean: (float, float) => float = "mean" } module Binomial = { @module("jstat") @scope("binomial") external pdf: (float, float, float) => float = "pdf" - @module("jstat") @scope("binomial") external cdf: (float, float,float ) => float = "cdf" + @module("jstat") @scope("binomial") external cdf: (float, float, float) => float = "cdf" } @module("jstat") external sum: array => float = "sum" diff --git a/packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js b/packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js index 3546ba42..99bb3776 100644 --- a/packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js +++ b/packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js @@ -1,9 +1,9 @@ const math = require("mathjs"); function parseMath(f) { - return JSON.parse(JSON.stringify(math.parse(f))) -}; + return JSON.parse(JSON.stringify(math.parse(f))); +} module.exports = { - parseMath, -}; \ No newline at end of file + parseMath, +}; diff --git a/packages/squiggle-lang/src/rescript/shims/Js.shim.ts b/packages/squiggle-lang/src/rescript/shims/Js.shim.ts new file mode 100644 index 00000000..76f971a3 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/shims/Js.shim.ts @@ -0,0 +1 @@ +export type Dict_t = { [key: string]: T }; diff --git a/packages/squiggle-lang/tsconfig.json b/packages/squiggle-lang/tsconfig.json index 2f41e5e1..7a610d10 100644 --- a/packages/squiggle-lang/tsconfig.json +++ b/packages/squiggle-lang/tsconfig.json @@ -7,6 +7,7 @@ "removeComments": true, "preserveConstEnums": true, "sourceMap": true, + "strict": true, "outDir": "./dist", "declarationDir": "./dist", "declaration": true, diff --git a/packages/squiggle-lang/webpack.config.js b/packages/squiggle-lang/webpack.config.js index 685cecd3..c352544d 100644 --- a/packages/squiggle-lang/webpack.config.js +++ b/packages/squiggle-lang/webpack.config.js @@ -1,26 +1,26 @@ -const path = require('path'); +const path = require("path"); module.exports = { - mode: 'production', - entry: './src/js/index.ts', + mode: "production", + entry: "./src/js/index.ts", module: { rules: [ { test: /\.tsx?$/, - use: 'ts-loader', + use: "ts-loader", exclude: /node_modules/, }, ], }, resolve: { - extensions: ['.tsx', '.ts', '.js'], + extensions: [".tsx", ".ts", ".js"], }, output: { - filename: 'bundle.js', - path: path.resolve(__dirname, 'dist'), + filename: "bundle.js", + path: path.resolve(__dirname, "dist"), library: { - name: 'squiggle_lang', - type: 'umd', + name: "squiggle_lang", + type: "umd", }, }, }; diff --git a/packages/website/README.md b/packages/website/README.md index bd186b8b..a1af1e40 100644 --- a/packages/website/README.md +++ b/packages/website/README.md @@ -2,27 +2,33 @@ This website is built using [Docusaurus 2](https://docusaurus.io/), a modern static website generator. -## Build for development and production +# Build for development -This one actually works without running `yarn` at the monorepo level, but it doesn't hurt. You must at least run it at this package level +We assume you ran `yarn` at monorepo level. -``` sh -yarn -``` +The website depends on `squiggle-lang`, which you have to build manually. -This command generates static content into the `build` directory and can be served using any static contents hosting service. -``` sh +```sh +cd ../squiggle-lang yarn build ``` -Your local dev server is here, opening up a browser window. -``` sh +Generate static content, to the `build` directory. + +```sh +yarn build +``` + +Open a local dev server + +```sh yarn start ``` Most changes are reflected live without having to restart the server. -Clean up the build artefacts. -``` sh +Clean up the build artefacts. + +```sh yarn clean ``` diff --git a/packages/website/babel.config.js b/packages/website/babel.config.js index 0894ee0f..5dd99299 100644 --- a/packages/website/babel.config.js +++ b/packages/website/babel.config.js @@ -1,6 +1,6 @@ module.exports = { presets: [ - require.resolve('@docusaurus/core/lib/babel/preset'), - ["@babel/preset-react", { "runtime": "automatic" }] + require.resolve("@docusaurus/core/lib/babel/preset"), + ["@babel/preset-react", { runtime: "automatic" }], ], }; diff --git a/packages/website/blog/2019-09-05-short-presentation.md b/packages/website/blog/2019-09-05-short-presentation.md index 7297f8a6..b4ed72d0 100644 --- a/packages/website/blog/2019-09-05-short-presentation.md +++ b/packages/website/blog/2019-09-05-short-presentation.md @@ -1,28 +1,29 @@ --- -slug: squiggle-talk +slug: squiggle-talk title: The Squiggly language (Short Presentation) authors: ozzie --- # Multivariate estimation & the Squiggly language -*This post was originally published on Aug 2020, on [LessWrong](https://www.lesswrong.com/posts/g9QdXySpydd6p8tcN/sunday-august-16-12pm-pdt-talks-by-ozzie-gooen-habryka-ben). The name of the project has since been changed from Suiggly to Squiggle* -*(Talk given at the LessWrong Lighting Talks in 2020. Ozzie Gooen is responsible for the talk, Jacob Lagerros and Justis Mills edited the transcript.* [an event on Sunday 16th of August](https://www.lesswrong.com/posts/g9QdXySpydd6p8tcN/sunday-august-16-12pm-pdt-talks-by-ozzie-gooen-habryka-ben)) +_This post was originally published on Aug 2020, on [LessWrong](https://www.lesswrong.com/posts/g9QdXySpydd6p8tcN/sunday-august-16-12pm-pdt-talks-by-ozzie-gooen-habryka-ben). The name of the project has since been changed from Suiggly to Squiggle_ + +_(Talk given at the LessWrong Lighting Talks in 2020. Ozzie Gooen is responsible for the talk, Jacob Lagerros and Justis Mills edited the transcript._ [an event on Sunday 16th of August](https://www.lesswrong.com/posts/g9QdXySpydd6p8tcN/sunday-august-16-12pm-pdt-talks-by-ozzie-gooen-habryka-ben)) ![](https://lh5.googleusercontent.com/ebsMFHLu-qE2ZABLhk8aWYx9SqfswabLWxpZKr0iq5PSsv1ruQnRwcDGUzryILT3GuXqL1w1WZARv6Zbjq-o8I4xS0yErm_JHihDYMScY65xLsYgy4svUzI3E6mmBoVTO9IZg4Sv) -**Ozzie:** This image is my [TLDR](https://en.wikipedia.org/wiki/Wikipedia:Too_long;_didn%27t_read) on probability distributions: +**Ozzie:** This image is my [TLDR](https://en.wikipedia.org/wiki/Wikipedia:Too_long;_didn%27t_read) on probability distributions: ![](https://lh4.googleusercontent.com/axqy1MImst0AL-JXV3X7NJd9LFCwZljG05zBD7bQAyBppSrBacchtUXB3zvrtC3xwmqpsUPLznXP4Yfwg_uZOmTuaQ6HrcElhN1_ZgNqOHP2UvGbBAw6kDGb0qZPE1mcnAS39aFT) -Basically, distributions are kind of old school. People are used to estimating and predicting them. We don't want that. We want functions that return distributions -- those are way cooler. The future is functions, not distributions. +Basically, distributions are kind of old school. People are used to estimating and predicting them. We don't want that. We want functions that return distributions -- those are way cooler. The future is functions, not distributions. What do I mean by this? For an example, let's look at some of the existing COVID models. This is one of them, from the IHME: ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/d706215f87f158776e6829b718c24979872247a32f51748f.png/w_1332) -You can see that it made projections for total deaths, daily deaths, and a bunch of other variables. And for each indicator, you could choose a country or a location, and it gives you a forecast of what that indicator may look like. -So basically there's some function that for any parameter, which could be deaths or daily deaths or time or whatever, outputs a probability density. That's the core thing that's happening. +You can see that it made projections for total deaths, daily deaths, and a bunch of other variables. And for each indicator, you could choose a country or a location, and it gives you a forecast of what that indicator may look like. +So basically there's some function that for any parameter, which could be deaths or daily deaths or time or whatever, outputs a probability density. That's the core thing that's happening. ![](https://lh3.googleusercontent.com/U42cHcDlBq2FFQMK7OeabjmCf5Wc7INRPwu8_S9FjPXc2n3JslKM5LlBHEwHezsR34GFQ1mD9LxUR2dVBGys_2gdpoueY-2X99Bk31uMprP9ZKvfk_rS8hCxCOJ0FJkKif50FAGQ) -So if you were able to parameterize the model in that way, and format it in these terms, you could basically wrap the function in some encoding. And then do the same forecast, but now using a centralized encoding. +So if you were able to parameterize the model in that way, and format it in these terms, you could basically wrap the function in some encoding. And then do the same forecast, but now using a centralized encoding. So right now, basically for people to make something like the COVID dashboard from before, they have to use this intense output and write some custom GUI. It's a whole custom process. Moreover, it's very difficult to write*your own* function that calls their underlying model. ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/d37e5e0b2cff20d1fe04033eda56e4762631546d108fe1a3.png/w_406) @@ -30,37 +31,38 @@ So right now, basically for people to make something like the COVID dashboard fr ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/d706215f87f158776e6829b718c24979872247a32f51748f.png/w_1332) -But, hypothetically, if we had an encoding layer between the model and the output, these forecasters could basically write the results of their model into one function, or into one big file. Then that file could be interpreted and run on demand. That would be a much nicer format. +But, hypothetically, if we had an encoding layer between the model and the output, these forecasters could basically write the results of their model into one function, or into one big file. Then that file could be interpreted and run on demand. That would be a much nicer format. Let’s take a look at Metaculus, which is about the best forecasting platform we have right now. ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/7253f0b0ee81213ddd384b9e60d3375c2fb459686acf71d8.png/w_706) On Metaculus, everything is a point estimate, which is limiting. In general, it's great that we have good point estimates, but most people don't want to look at this. They’d rather look at the pretty dashboard from before, right? -So we need to figure out ways of getting our predictors to work together to make things that look more like the pretty graphs. And one of those questions is: how do we get predictors to write functions that return distributions? +So we need to figure out ways of getting our predictors to work together to make things that look more like the pretty graphs. And one of those questions is: how do we get predictors to write functions that return distributions? -Ultimately, I think this is something that we obviously want. But it is kind of tricky to get there. +Ultimately, I think this is something that we obviously want. But it is kind of tricky to get there. ![](https://lh6.googleusercontent.com/fJjV1pe4DFSbeWRqSvg8RlgE7_vAD1f2NGRrBaGRxi_gfDDkMqDOM7Q2K7hsc6w_KziZsc3xVkcpcjUvCNYJvqvH9u_pk1PvweYvFYfMHIFJj-IGo-Dt2D1gx_VJ7aWgnwQLcZOO) So in Estimation Utopia, as I call it, we’d allow for people to take the results of their data science models and convert them into a unified format. But also, humans could just intuitively go ahead and write in the unified format directly. And if we have unified formats that are portable and could be run in different areas with different programming languages, then it would be very easy to autogenerate GUIs for them, including aggregates which combined multiple models at the same time. We could also do scoring, which is something that is obvious that we want, as well as compose models together. -So that's why I've been working on the Squiggly language. -Let’s look at some quick examples! +So that's why I've been working on the Squiggly language. +Let’s look at some quick examples! ![](https://lh6.googleusercontent.com/bis1Gdsp9jx4o36j_vBjE7NEYc5xKud9K1yjnv2K2YbFB5UhFAsR0uDjgGXMlKqg99fNVMTrIBj1YDuRVh5cxwPZ1QYum8JMujhQxnH-1JQDbH9BKtQ9mA5BdwCzx8LC_l6RtvgE) -This is a classic normal distribution, but once you have this, some of the challenge is making it as easy as possible to make functions that return distributions. -Here's a case for any *t*: +This is a classic normal distribution, but once you have this, some of the challenge is making it as easy as possible to make functions that return distributions. +Here's a case for any _t_: ![](https://lh4.googleusercontent.com/QZr0XwYQNmilOhboJXGT3J2Gpt9X7W9aifA_E1PorGeKPjKF3XYOXrhRcn38xh4KKwA6TEDXoF5B9C78MBIAJ6mO7E9tS4_9-jwh1eKlp9wYkc_StUXsi4KRwC8nhBoVXm3lZbis) -We're going to give you a normal, with *t* as a mean and the standard deviation of 3. This is a plot where it's basically showing bars at each one of the deciles. It gets a bit wider at the end. It's very easy once you have this to just create it for any specific combination of values. -It’s also cool, because once you have it in this format, it’s very easy to combine multiple models. For instance, here’s a lognormal. +We're going to give you a normal, with _t_ as a mean and the standard deviation of 3. This is a plot where it's basically showing bars at each one of the deciles. It gets a bit wider at the end. It's very easy once you have this to just create it for any specific combination of values. +It’s also cool, because once you have it in this format, it’s very easy to combine multiple models. For instance, here’s a lognormal. ![](https://lh6.googleusercontent.com/g4dYJBmu6ScK9CePMAu_6h9u2PRbRScQlLy_0uKWLmMAOPgJXLp4IXGCUOigCmKetxXtfcpQHLb9Rilkch4FMPV94bZ_MaNWpBSfDYsR0ll4dYdedmkdjwQ1M5FhIa891fu53Hcf) -For example, if I have an estimate and my friend Jacob has an estimate, then we could write a function that for every time *t*, basically queries each one of our estimates and gives that as a combined result. -This kind of shows you a problem with fan charts, that they don’t show the fact that all the probability amasses on the very top and the very bottom. That’s an issue that we’ll get over soon. Here’s what it looks like if I aggregate my model with Jacob’s. +For example, if I have an estimate and my friend Jacob has an estimate, then we could write a function that for every time _t_, basically queries each one of our estimates and gives that as a combined result. +This kind of shows you a problem with fan charts, that they don’t show the fact that all the probability amasses on the very top and the very bottom. That’s an issue that we’ll get over soon. Here’s what it looks like if I aggregate my model with Jacob’s. ![](https://lh3.googleusercontent.com/mG50mXS2kUXx9mhBksx39s-GgY-yBs0HT4Acl2KAUba-WZ---aSOUONzvrtxYr9q__dLbf7vKzg_TVe7rKJH4c8sHPdM2k4Wi0p_FfQJr_UYzFexee6p9tfigHicmPI0NZw9ggXC) ## Questions + **Raemon:** -I had a little bit of excitement, and then fear, and then excitement again, when you talked about a unified format. The excitement was like, “Ah, a unified format, that sounds nice.” Then I had an image of all of the giant coordination problems that result from failed attempts to create a new unified format, where the attempted unified format becomes [yet another distinct format](https://xkcd.com/927/) among all the preexisting options. +I had a little bit of excitement, and then fear, and then excitement again, when you talked about a unified format. The excitement was like, “Ah, a unified format, that sounds nice.” Then I had an image of all of the giant coordination problems that result from failed attempts to create a new unified format, where the attempted unified format becomes [yet another distinct format](https://xkcd.com/927/) among all the preexisting options. Then I got kind of excited again because to a first approximation, as far as I can tell, in the grand scheme of things currently, approximately zero people use prediction markets. You might actually be able to figure out the right format and get it right the first time. You also might run into the same problems that all the other people that tried to come up with unified formats did, which was that it was hard to figure that out right at the beginning. Maybe now I am scared again. Do you have any thoughts on this? @@ -75,9 +77,10 @@ Yeah, you can build the thing that seems good for you. That seems good. If you g **Ozzie:** Yeah. Right now, I’m aiming for something that’s good at a bunch of things but not that great at any one of them. I’m also very curious to get outside opinions. Hopefully people could start playing with this, and I can get their thoughts. -- - - - +--- + **habryka:** -This feels very similar to [Guesstimate](https://www.getguesstimate.com/) , which you also built, just in programming language as opposed to visual language. How does this project differ? +This feels very similar to [Guesstimate](https://www.getguesstimate.com/) , which you also built, just in programming language as opposed to visual language. How does this project differ? **Ozzie:** Basically, you could kind of think about this as “Guesstimate: The Language”. But it does come with a lot of advantages. The main one is that you could write functions. With Guesstimate you couldn’t write functions. That was a gigantic limitation! @@ -86,19 +89,20 @@ Really, a lot of Squiggly is me trying to remake for my sins with Guesstimate. W So I think these new features are pretty fundamental. I think that this is a pretty big step in the right direction. In general text-based solutions have a lot of benefits when you can use them, but it is kind of tricky to use them. -- - - - -**Johnswentworth:** -I’m getting sort of mixed vibes about what exactly the use case here is. If we’re thinking of this as a sort of standard for representing models, then I should be able to convert models in other formats, right? Like, if I have a model in Excel or I have a model in [Pyro](https://pyro.ai/) , then there should be some easy way to turn it into this standard format? +--- -On the other hand, if we’re trying to create a language in which people write models, then that’s a whole different use case where being a standard isn’t really part of it at all (instead it looks more like the actual UI you showed us). +**Johnswentworth:** +I’m getting sort of mixed vibes about what exactly the use case here is. If we’re thinking of this as a sort of standard for representing models, then I should be able to convert models in other formats, right? Like, if I have a model in Excel or I have a model in [Pyro](https://pyro.ai/) , then there should be some easy way to turn it into this standard format? + +On the other hand, if we’re trying to create a language in which people write models, then that’s a whole different use case where being a standard isn’t really part of it at all (instead it looks more like the actual UI you showed us). So I’m sort of not sure what the picture is in your head for how someone is actually going to use this and what it’s going to do for them, or what the value add is compared to Excel or Pyro. -**Ozzie:** Yeah, great question. So I would say that I’d ideally have both data scientists and judgemental forecasters trying to use it, and those are two very distinct types of use cases, as you mentioned. It’s very possible that they both want their own ideal format, and it doesn’t make sense to have one format for the two of them. I’m excited for users who don’t have any way of making these methods intuitively at the moment. +**Ozzie:** Yeah, great question. So I would say that I’d ideally have both data scientists and judgemental forecasters trying to use it, and those are two very distinct types of use cases, as you mentioned. It’s very possible that they both want their own ideal format, and it doesn’t make sense to have one format for the two of them. I’m excited for users who don’t have any way of making these methods intuitively at the moment. -Suppose, for example, that you’re trying to forecast the GDP of US for each year in the coming decades. +Suppose, for example, that you’re trying to forecast the GDP of US for each year in the coming decades. -Step one is making sure that, basically, people on Metaculus or existing other forecasting platforms, could basically be writing functions using this language and then submitting those instead of just submitting point forecasts. So you’d be able to say “given as input a specific year, and some other parameters, output this distribution” — instead of having to make a new and separate forecast for each and every year. Then having the whole rest of the forecasting pipeline work with that (e.g. scoring, visualisations, and so forth). +Step one is making sure that, basically, people on Metaculus or existing other forecasting platforms, could basically be writing functions using this language and then submitting those instead of just submitting point forecasts. So you’d be able to say “given as input a specific year, and some other parameters, output this distribution” — instead of having to make a new and separate forecast for each and every year. Then having the whole rest of the forecasting pipeline work with that (e.g. scoring, visualisations, and so forth). When you do that, though, it is pretty easy to take some results from other, more advanced tools, and put them into probably very simple functions. So, for instance, if there is a distribution over time (as in the GDP example), that may be something they could interpolate with a few different points. There could be some very simple setups where you take your different Pyro model or something that actually did some intense equations, and then basically put them into this very simple function that just interpolates based on that and then uses this new format. @@ -112,9 +116,9 @@ It’s complicated. If you made your model in Pyro and you wanted to then export Why would people run that though? Why do people want that compressed model? **Ozzie:** -I mean, a lot of the COVID models are like that, where basically the *running* of the simulation was very time intensive and required one person’s whole PC. But it would still be nice to be able to export the *results*of that and then make those interactable, right? +I mean, a lot of the COVID models are like that, where basically the _running_ of the simulation was very time intensive and required one person’s whole PC. But it would still be nice to be able to export the *results*of that and then make those interactable, right? -**Johnswentworth:** +**Johnswentworth:** Oh, I see. Okay, I buy that. **Ozzie:** @@ -123,9 +127,10 @@ I also don’t want to have to write all of the work to do all of the Pyro stuff **Johnswentworth:** Usually, when I’m thinking about this sort of thing, and I look at someone’s model, I really want to know what the underlying gears were behind it. Which is exactly the opposite of what you’re talking about. So it’s just a use case that I’m not used to thinking through. But I agree, it does make sense. -- - - - -**habryka:** +--- + +**habryka:** Why call the language Squiggly? There were a surprising lack of squiggles in the language. I was like, “Ah, it makes sense, you just use the squiggles as the primary abstraction” — but then you showed me your code editor and there were no squiggles, and I was very disappointed. **Ozzie:** - Yeah, so I haven’t written my own parser yet. I’ve been using the one from math.js. When I write my own, it’s possible I’ll add it. I also am just really unsure about the name. +Yeah, so I haven’t written my own parser yet. I’ve been using the one from math.js. When I write my own, it’s possible I’ll add it. I also am just really unsure about the name. diff --git a/packages/website/blog/2019-11-25-technical-overview.md b/packages/website/blog/2019-11-25-technical-overview.md index 24830506..a1893f18 100644 --- a/packages/website/blog/2019-11-25-technical-overview.md +++ b/packages/website/blog/2019-11-25-technical-overview.md @@ -3,24 +3,30 @@ slug: technical-overview title: Technical Overview authors: ozzie --- -# Squiggle Technical Overview -This piece is meant to be read after [Squiggle: An Overview](https://www.lesswrong.com/posts/i5BWqSzuLbpTSoTc4/squiggle-an-overview) . It includes technical information I thought best separated out for readers familiar with coding. As such, it’s a bit of a grab-bag. It explains the basic internals of Squiggle, outlines ways it could be used in other programming languages, and details some of the history behind it. -The Squiggle codebase is organized in [this github repo](https://github.com/foretold-app/squiggle) . It’s open source. The code is quite messy now, but do ping me if you’re interested in running it or understanding it. +# Squiggle Technical Overview + +This piece is meant to be read after [Squiggle: An Overview](https://www.lesswrong.com/posts/i5BWqSzuLbpTSoTc4/squiggle-an-overview) . It includes technical information I thought best separated out for readers familiar with coding. As such, it’s a bit of a grab-bag. It explains the basic internals of Squiggle, outlines ways it could be used in other programming languages, and details some of the history behind it. + +The Squiggle codebase is organized in [this github repo](https://github.com/foretold-app/squiggle) . It’s open source. The code is quite messy now, but do ping me if you’re interested in running it or understanding it. ## Project Subcomponents + I think of Squiggle in three distinct clusters. + 1. A high-level ReasonML library for probability distributions. 2. A simple programming language. 3. Custom visualizations and GUIs. -### 1. A high-level ReasonML library for probability distribution functions -Python has some great libraries for working with probabilities and symbolic mathematics. Javascript doesn’t. Squiggle is to be run in Javascript (for interactive editing and use), so the first step for this is to have good libraries to do the basic math. +### 1. A high-level ReasonML library for probability distribution functions + +Python has some great libraries for working with probabilities and symbolic mathematics. Javascript doesn’t. Squiggle is to be run in Javascript (for interactive editing and use), so the first step for this is to have good libraries to do the basic math. The second step is to have-level types that could express various types of distributions and functions of distributions. For example, some distributions have symbolic representations, and others are rendered (stored as x-y coordinates). These two types have to be dealt with separately. Squiggle also has limited support for continuous and discrete mixtures, and the math for this adds more complexity. When it comes to performing functions on expressions, there’s a lot of optimization necessary for this to go smoothly. Say you were to write the function, + ``` multimodal(normal(5,2), normal(10,1) + uniform(1,10)) * 100 ``` @@ -29,8 +35,9 @@ You’d want to apply a combination of symbolic, numeric, and sampling technique This type-dependent function operations can be confusing to users, but hopefully less confusing than having to figure out how to do each of the three and doing them separately. I imagine there could be some debugging UI to better explain what operations are performed. -### 2. Simple programming language functionality -It can be useful to think of Squiggle as similar to SQL, Excel, or Probabilistic Programming Languages like [WebPPL](http://webppl.org/) . There are simple ways to declare variables and write functions, but don’t expect to use classes, inheritance, or monads. There’s no for loops, though it will probably have some kinds of reduce() methods in the future. +### 2. Simple programming language functionality + +It can be useful to think of Squiggle as similar to SQL, Excel, or Probabilistic Programming Languages like [WebPPL](http://webppl.org/) . There are simple ways to declare variables and write functions, but don’t expect to use classes, inheritance, or monads. There’s no for loops, though it will probably have some kinds of reduce() methods in the future. So far the parsing is done with MathJS, meaning we can’t change the syntax. I’m looking forward to doing so and have been thinking about what it should be like. One idea I’m aiming for is to allow for simple dependent typing for the sake of expressing limited functions. For instance, @@ -43,44 +50,48 @@ This function would return an error if called with a float less than 0 or greate With some introspection it should be possible to auto-generate calculator-like interfaces. -### 3. Visualizations and GUIs +### 3. Visualizations and GUIs + The main visualizations need to be made from scratch because there’s little out there now in terms of quality open-source visualizations of probability distributions and similar. This is especially true for continuous and discrete mixtures. D3 seems like the main library here, and D3 can be gnarly to write and maintain. -Right now we’re using a basic [Vega](https://vega.github.io/) chart for the distribution over a variable, but this will be replaced later. +Right now we’re using a basic [Vega](https://vega.github.io/) chart for the distribution over a variable, but this will be replaced later. In the near term, I’m interested in making calculator-like user interfaces of various kinds. I imagine one prediction function could be used for many interfaces of calculators. - -## Deployment Story, or, Why Javascript? + +## Deployment Story, or, Why Javascript? + Squiggle is written in ReasonML which compiles to Javascript. The obvious alternative is Python. Lesser obvious but interesting options are Mathematica or Rust via WebAssembly. -The plan for Squiggle is to prioritize small programs that could be embedded in other programs and run quickly. Perhaps there will be 30 submissions for a “Covid-19 over time per location” calculator, and we’d want to run them in parallel in order to find the average answer or to rank them. I could imagine many situations where it would be useful to run these functions for many different inputs; for example, for kinds of sensitivity analyses. +The plan for Squiggle is to prioritize small programs that could be embedded in other programs and run quickly. Perhaps there will be 30 submissions for a “Covid-19 over time per location” calculator, and we’d want to run them in parallel in order to find the average answer or to rank them. I could imagine many situations where it would be useful to run these functions for many different inputs; for example, for kinds of sensitivity analyses. -One nice-to-have feature would be functions that call other functions. Perhaps a model of your future income levels depends on some other aggregated function of the S&P 500, which further depends on models of potential tail risks to the economy. If this were the case you would want to have those model dependencies be easily accessible. This could be done via downloading or having a cloud API to quickly call them remotely. +One nice-to-have feature would be functions that call other functions. Perhaps a model of your future income levels depends on some other aggregated function of the S&P 500, which further depends on models of potential tail risks to the economy. If this were the case you would want to have those model dependencies be easily accessible. This could be done via downloading or having a cloud API to quickly call them remotely. Challenges like these require some programmatic architecture where functions can be fully isolated/sandboxed and downloaded and run on the fly. There are very few web application infrastructures aimed to do things like this, I assume in part because of the apparent difficulty. -Python is open source and has the most open-source tooling for probabilistic work. Ought’s [Ergo](https://github.com/oughtinc/ergo) is in Python, and their Elicit uses Ergo (I believe). [Pyro](https://pyro.ai/) and [Edward](http://edwardlib.org/) , two of the most recent and advanced probabilistic programming languages, are accessible in Python. Generally, Python is the obvious choice. +Python is open source and has the most open-source tooling for probabilistic work. Ought’s [Ergo](https://github.com/oughtinc/ergo) is in Python, and their Elicit uses Ergo (I believe). [Pyro](https://pyro.ai/) and [Edward](http://edwardlib.org/) , two of the most recent and advanced probabilistic programming languages, are accessible in Python. Generally, Python is the obvious choice. -Unfortunately, the current tooling to run small embedded Python programs, particularly in the browser, is quite mediocre. There are a few attempts to bring Python directly to the browser, like [Pyrodide](https://hacks.mozilla.org/2019/04/pyodide-bringing-the-scientific-python-stack-to-the-browser/) , but these are quite early and relatively poorly supported. If you want to run a bunch of Python jobs on demand, you could use Serverless platforms like [AWS Lambda](https://aws.amazon.com/lambda/) or something more specialized like [PythonAnywhere](https://www.pythonanywhere.com/) . Even these are relatively young and raise challenges around speed, cost, and complexity. +Unfortunately, the current tooling to run small embedded Python programs, particularly in the browser, is quite mediocre. There are a few attempts to bring Python directly to the browser, like [Pyrodide](https://hacks.mozilla.org/2019/04/pyodide-bringing-the-scientific-python-stack-to-the-browser/) , but these are quite early and relatively poorly supported. If you want to run a bunch of Python jobs on demand, you could use Serverless platforms like [AWS Lambda](https://aws.amazon.com/lambda/) or something more specialized like [PythonAnywhere](https://www.pythonanywhere.com/) . Even these are relatively young and raise challenges around speed, cost, and complexity. I’ve looked a fair bit into various solutions. I think that for at least the next 5 to 15 years, the Python solutions will be challenging to run as conveniently as Javascript solutions would. For this time it’s expected that Python will have to run in separate servers, and this raises issues of speed, cost, and complexity. -At [Guesstimate](https://www.getguesstimate.com/) , we experimented with solutions that had sampling running on a server and found this to hurt the experience. We tested latency of around 40ms to 200ms. Being able to see the results of calculations as you type is a big deal and server computation prevented this. It’s possible that newer services with global/local server infrastructures could help here (as opposed to setups with only 10 servers spread around globally), but it would be tricky. [Fly.io](https://fly.io/) launched in the last year, maybe that would be a decent fit for near-user computation. +At [Guesstimate](https://www.getguesstimate.com/) , we experimented with solutions that had sampling running on a server and found this to hurt the experience. We tested latency of around 40ms to 200ms. Being able to see the results of calculations as you type is a big deal and server computation prevented this. It’s possible that newer services with global/local server infrastructures could help here (as opposed to setups with only 10 servers spread around globally), but it would be tricky. [Fly.io](https://fly.io/) launched in the last year, maybe that would be a decent fit for near-user computation. Basically, at this point, it seems important that Squiggle programs could be easily imported and embedded in the browser and servers, and for this, Javascript currently seems like the best bet. Javascript currently has poor support for probability, but writing our own probability libraries is more feasible than making Python portable. All of the options seem fairly mediocre, but Javascript a bit less so. -Javascript obviously runs well in the browser, but its versatility is greater than that. [Observable](https://observablehq.com/) and other in-browser Javascript coding platforms load in [NPM](https://www.npmjs.com/) libraries on the fly to run directly in the browser, which demonstrates that such functionality is possible. It’s [possible](https://code.google.com/archive/p/pyv8/) (though I imagine a bit rough) to call Javascript programs from Python. +Javascript obviously runs well in the browser, but its versatility is greater than that. [Observable](https://observablehq.com/) and other in-browser Javascript coding platforms load in [NPM](https://www.npmjs.com/) libraries on the fly to run directly in the browser, which demonstrates that such functionality is possible. It’s [possible](https://code.google.com/archive/p/pyv8/) (though I imagine a bit rough) to call Javascript programs from Python. ReasonML compiles to OCaml before it compiles to Javascript. I’ve found it convenient for writing complicated code and now am hesitant to go back to a dynamic, non-functional language. There’s definitely a whole lot to do (the existing Javascript support for math is very limited), but at least there are decent approaches to doing it. I imagine the landscape will change a lot in the next 3 to 10 years. I’m going to continue to keep an eye on the space. If things change I could very much imagine pursuing a rewrite, but I think it will be a while before any change seems obvious. -## Using Squiggle with other languages +## Using Squiggle with other languages + Once the basics of Squiggle are set up, it could be used to describe the results of models that come from other programs. Similar to how many programming languages have ORMs to generate custom SQL statements, similar tools could be made to generate Squiggle functions. The important thing to grok is that Squiggle functions are submitted information, not just internally useful tools. If there were an API to accept “predictions”, people would submit Squiggle code snippets directly to this API. -*I’d note here that I find it somewhat interesting how few public APIs do accept code snippets. I could imagine a version of Facebook where you could submit a Javascript function that would take in information about a post and return a number that would be used for ranking it in your feed. This kind of functionality seems like it could be very powerful. My impression is that it’s currently thought to be too hard to do given existing technologies. This of course is not a good sign for the feasibility of my proposal here, but this coarse seems like a necessary one to do at some time.* +_I’d note here that I find it somewhat interesting how few public APIs do accept code snippets. I could imagine a version of Facebook where you could submit a Javascript function that would take in information about a post and return a number that would be used for ranking it in your feed. This kind of functionality seems like it could be very powerful. My impression is that it’s currently thought to be too hard to do given existing technologies. This of course is not a good sign for the feasibility of my proposal here, but this coarse seems like a necessary one to do at some time._ ### Example #1: + Say you calculate a few parameters, but know they represent a multimodal combination of a normal distribution and a uniform distribution. You want to submit that as your prediction or estimate via the API of Metaculus or Foretold. You could write that as (in Javascript): ``` @@ -91,7 +102,8 @@ The alternative to this is that you send a bunch of X-Y coordinates representing With Squiggle, you don’t need to calculate the shape of the function in your code, you just need to express it symbolically and send that off. -### Example #2: +### Example #2: + Say you want to describe a distribution with a few or a bunch of calculated CDF points. You could do this by wrapping these points into a function that would convert them into a smooth distribution using one of several possible interpolation methods. Maybe in Javascript this would be something like, ``` @@ -102,6 +114,7 @@ var squiggleValue = `interpolatePoints(${points}, metalog)` I could imagine it is possible that the majority of distributions generated from other code would be sent this way. However, I can’t tell what the specifics of that now or what interpolation strategies may be favored. Doing it with many options would allow us to wait and learn what seems to be best. If there is one syntax used an overwhelming proportion of the time, perhaps that could be separated into its own simpler format. ### Example #3: + Say you want to estimate Tesla stock at every point in the next 10 years. You decide to estimate this using a simple analytical equation, where you predict that the price of Tesla stock can be modeled as growing by a mean of -3 to 8 percent each year from the current price using a normal distribution (apologies to Nassim Taleb). You have a script that fetches Tesla’s current stock, then uses that in the following string template: @@ -112,14 +125,15 @@ var squiggleValue = `(t) => ${current_price} * (0.97 to 1.08)^t` It may seem a bit silly to not just fetch Tesla’s price from within Squiggle, but it does help separate concerns. Data fetching within Squiggle would raise a bunch of issues, especially when trying to score Squiggle functions.It may seem a bit silly to not just fetch Tesla’s price from within Squiggle, but it does help separate concerns. Data fetching within Squiggle would raise a bunch of issues, especially when trying to score Squiggle functions. -## History: From Guesstimate to Squiggle +## History: From Guesstimate to Squiggle + The history of “Squiggle” goes back to early Guesstimate. It’s been quite a meandering journey. I was never really expecting things to go the particular way they did, but at least am relatively satisfied with how things are right now. I imagine these details won’t be interesting to most readers, but wanted to include it for those particularly close to the project, or for those curious on what I personally have been up to. 90% of the work on Squiggle has been on a probability distribution editor (“A high-level ReasonML library for probability distribution functions**”)**. This has been a several year process, including my time with Guesstimate. The other 10% of the work, with the custom functions, is much more recent. -Things started with [Guesstimate](https://www.getguesstimate.com/) in around 2016. The Guesstimate editor used a simple sampling setup. It was built with [Math.js](https://mathjs.org/) plus a bit of tooling to support sampling and a few custom functions.[1] The editor produced histograms, as opposed to smooth shapes. +Things started with [Guesstimate](https://www.getguesstimate.com/) in around 2016. The Guesstimate editor used a simple sampling setup. It was built with [Math.js](https://mathjs.org/) plus a bit of tooling to support sampling and a few custom functions.[1] The editor produced histograms, as opposed to smooth shapes. -When I started working on [Foretold](https://www.foretold.io/) , in 2018, I hoped we could directly take the editor from Guesstimate. It soon became clear the histograms it produced wouldn’t be adequate. +When I started working on [Foretold](https://www.foretold.io/) , in 2018, I hoped we could directly take the editor from Guesstimate. It soon became clear the histograms it produced wouldn’t be adequate. In Foretold we needed to score distributions. Scoring distributions requires finding the probability density function at different points, and that requires a continuous representation of the distribution. Converting random samples to continuous distributions requires kernel density estimation. I tried simple kernel density estimation, but couldn’t get this to work well. Randomness in distribution shape is quite poor for forecasting users. It brings randomness into scoring, it looks strange (confusing), and it’s terrible when there are long tails. @@ -128,21 +142,23 @@ Limited distribution editors like those in Metaculus or Elicit don’t use sampl It took a while, but we eventually created a simple editor that would use numeric techniques to combine a small subset of distributions and functions using a semi-flexible string representation. If users would request functionality not available in this editor (like multiplying two distributions together, which would require sampling), it would fall back to using the old editor. This was useful but suboptimal. It required us to keep two versions of the editor with slightly different syntaxes, which was not fun for users to keep track of. The numeric solver could figure out syntaxes like, + ``` multimodal(normal(5,2), uniform(10,13), [.2,.8]) ``` But would break anytime you wanted to use any other function, like, + ``` multimodal(normal(5,2) + lognormal(1,1.5), uniform(10,13), [.2,.8])*100 ``` -The next step was making a system that would more precisely use numeric methods and Monte Carlo sampling. +The next step was making a system that would more precisely use numeric methods and Monte Carlo sampling. -At this point we needed to replace most of Math.js. Careful control over the use of Monte Carlo techniques vs. numeric techniques required us to write our own interpreter. [Sebastian Kosch](https://aldusleaf.org/) did the first main stab at this. I then read a fair bit about how to write interpreted languages and fleshed out the functionality. If you’re interested, the book [Crafting Interpreters](https://craftinginterpreters.com/) is pretty great on this topic.{interpreters} +At this point we needed to replace most of Math.js. Careful control over the use of Monte Carlo techniques vs. numeric techniques required us to write our own interpreter. [Sebastian Kosch](https://aldusleaf.org/) did the first main stab at this. I then read a fair bit about how to write interpreted languages and fleshed out the functionality. If you’re interested, the book [Crafting Interpreters](https://craftinginterpreters.com/) is pretty great on this topic.{interpreters} At this point we were 80% of the way there to having simple variables and functions, so those made sense to add as well. Once we had functions, it was simple to try out visualizations of single variable distributions, something I’ve been wanting to test out for a long time. This proved surprisingly fun, though of course it was limited (and still is.) After messing with these functions, and spending a lot more time thinking about them, I decided to focus more on making this a formalized language in order to better explore a few areas. This is when I took this language out of its previous application (called WideDomain, it’s not important now), and renamed it Squiggle. - -[1] It was great this worked at the time; writing my own version may have been too challenging, so it’s possible this hack was counterfactually responsible for Guesstimate. \ No newline at end of file + +[1] It was great this worked at the time; writing my own version may have been too challenging, so it’s possible this hack was counterfactually responsible for Guesstimate. diff --git a/packages/website/blog/2021-11-23-overview.md b/packages/website/blog/2021-11-23-overview.md index f46e467e..12ba0cd1 100644 --- a/packages/website/blog/2021-11-23-overview.md +++ b/packages/website/blog/2021-11-23-overview.md @@ -4,59 +4,64 @@ title: Squiggle Overview authors: ozzie --- -I’ve spent a fair bit of time over the last several years iterating on a text-based probability distribution editor (the ``5 to 10`` input editor in Guesstimate and Foretold). Recently I’ve added some programming language functionality to it, and have decided to refocus it as a domain-specific language. +I’ve spent a fair bit of time over the last several years iterating on a text-based probability distribution editor (the `5 to 10` input editor in Guesstimate and Foretold). Recently I’ve added some programming language functionality to it, and have decided to refocus it as a domain-specific language. -The language is currently called *Squiggle*. Squiggle is made for expressing distributions and functions that return distributions. I hope that it can be used one day for submitting complex predictions on Foretold and other platforms. +The language is currently called _Squiggle_. Squiggle is made for expressing distributions and functions that return distributions. I hope that it can be used one day for submitting complex predictions on Foretold and other platforms. Right now Squiggle is very much a research endeavor. I’m making significant sacrifices for stability and deployment in order to test out exciting possible features. If it were being developed in a tech company, it would be in the “research” or “labs” division. -You can mess with the current version of Squiggle [here](https://squiggle-language.com/dist-builder) . Consider it in pre-alpha stage. If you do try it out, please do contact me with questions and concerns. It is still fairly buggy and undocumented. +You can mess with the current version of Squiggle [here](https://squiggle-language.com/dist-builder) . Consider it in pre-alpha stage. If you do try it out, please do contact me with questions and concerns. It is still fairly buggy and undocumented. I expect to spend a lot of time on Squiggle in the next several months or years. I’m curious to get feedback from the community. In the short term I’d like to get high-level feedback, in the longer term I’d appreciate user testing. If you have thoughts or would care to just have a call and chat, please reach out! We ( [The Quantified Uncertainty Research Institute](https://quantifieduncertainty.org/) ) have some funding now, so I’m also interested in contractors or hires if someone is a really great fit. -Squiggle was previously introduced in a short talk that was transcribed [here](https://www.lesswrong.com/posts/kTzADPE26xh3dyTEu/multivariate-estimation-and-the-squiggly-language) , and NuÃąo Sempere wrote a post about using it [here](https://www.lesswrong.com/posts/kTzADPE26xh3dyTEu/multivariate-estimation-and-the-squiggly-language) . - -*Note: the code for this has developed since my time on Guesstimate. With Guesstimate, I had one cofounder, Matthew McDermott. During the last two years, I’ve had a lot of help from a handful of programmers and enthusiasts. Many thanks to Sebastian Kosch and NuÃąo Sempere, who both contributed. I’ll refer to this vague collective as “we” throughout this post.* +Squiggle was previously introduced in a short talk that was transcribed [here](https://www.lesswrong.com/posts/kTzADPE26xh3dyTEu/multivariate-estimation-and-the-squiggly-language) , and NuÃąo Sempere wrote a post about using it [here](https://www.lesswrong.com/posts/kTzADPE26xh3dyTEu/multivariate-estimation-and-the-squiggly-language) . + +_Note: the code for this has developed since my time on Guesstimate. With Guesstimate, I had one cofounder, Matthew McDermott. During the last two years, I’ve had a lot of help from a handful of programmers and enthusiasts. Many thanks to Sebastian Kosch and NuÃąo Sempere, who both contributed. I’ll refer to this vague collective as “we” throughout this post._ --- + # Video Demo + ## A Quick Tour + The syntax is forked from Guesstimate and Foretold. -**A simple normal distribution** +**A simple normal distribution** ``` normal(5,2) -``` +``` + ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/61eb60718ef462e8788ae077aff49e80561774e1917fecf8.png/w_512) You may notice that unlike Guesstimate, the distribution is nearly perfectly smooth. It’s this way because it doesn’t use sampling for (many) functions where it doesn’t need to. -**Lognormal shorthand** +**Lognormal shorthand** + ``` 5 to 10 ``` -![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/a6138557d6e6cc00a2fa641e83d7778df31a8773840ec8d8.png/w_519) +![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/a6138557d6e6cc00a2fa641e83d7778df31a8773840ec8d8.png/w_519) This results in a lognormal distribution with 5 to 10 being the 5th and 95th confidence intervals respectively. You can also write lognormal distributions as: ### lognormal(1,2) - or ### lognormal({mean: 3, stdev: 8}) +or ### lognormal({mean: 3, stdev: 8}) . **Mix distributions with the multimodal function** -```multimodal(normal(5,2), uniform(14,19), [.2, .8])``` +`multimodal(normal(5,2), uniform(14,19), [.2, .8])` ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/f87a3805adb027cc7f4c42c75a82f96cf9443ba4517ac93d.png/w_1252) -You can also use the shorthand *mm*(), and add an array at the end to represent the weights of each combined distribution. -*Note: Right now, in the demo, I believe “multimodal” is broken, but you can use “mm”.* +You can also use the shorthand _mm_(), and add an array at the end to represent the weights of each combined distribution. +_Note: Right now, in the demo, I believe “multimodal” is broken, but you can use “mm”._ **Mix distributions with discrete data** -*Note: This is particularly buggy.* . +_Note: This is particularly buggy._ . ``` multimodal(0, 10, normal(4,5), [.4,.1, .5]) @@ -65,6 +70,7 @@ multimodal(0, 10, normal(4,5), [.4,.1, .5]) ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/f87a3805adb027cc7f4c42c75a82f96cf9443ba4517ac93d.png/w_1252) **Variables** + ``` expected_case = normal(5,2) long_tail = 3 to 1000 @@ -73,6 +79,7 @@ multimodal(expected_case, long_tail, [.2,.8]) **Simple calculations** When calculations are done on two distributions, and there is no trivial symbolic solution the system will use Monte Carlo sampling for these select combinations. This assumes they are perfectly independent. + ``` multimodal(normal(5,2) + uniform(10,3), (5 to 10) + 10) * 100 ``` @@ -81,6 +88,7 @@ multimodal(normal(5,2) + uniform(10,3), (5 to 10) + 10) * 100 **Pointwise calculations** We have an infix for what can be described as pointwise distribution calculations. Calculations are done along the y-axis instead of the x-axis, so to speak. “Pointwise” multiplication is equivalent to an independent Bayesian update. After each calculation, the distributions are renormalized. + ``` normal(10,4) .* normal(14,3) ``` @@ -105,18 +113,20 @@ myFunction ![](https://39669.cdn.cke-cs.com/rQvD3VnunXZu34m86e5f/images/33004fd2282ad10d42608301c4cf8cd9342351410a1e290d.png/w_1378) ## Reasons to Focus on Functions -Up until recently, Squiggle didn’t have function support. Going forward this will be the primary feature. -Functions are useful for two distinct purposes. First, they allow composition of models. Second, they can be used directly to be submitted as predictions. For instance, in theory you could predict, “For any point in time T, and company N, from now until 2050, this function will predict the market cap of the company.” +Up until recently, Squiggle didn’t have function support. Going forward this will be the primary feature. + +Functions are useful for two distinct purposes. First, they allow composition of models. Second, they can be used directly to be submitted as predictions. For instance, in theory you could predict, “For any point in time T, and company N, from now until 2050, this function will predict the market cap of the company.” At this point I’m convinced of a few things: -* It’s possible to intuitively write distributions and functions that return distributions, with the right tooling. -* Functions that return distributions are highly preferable to specific distributions, if possible. -* It would also be great if existing forecasting models could be distilled into common formats. -* There’s very little activity in this space now. -* There’s a high amount of value of information to further exploring the space. -* Writing a small DSL like this will be a fair bit of work, but can be feasible if the functionality is kept limited. -* Also, there are several other useful aspects about having a simple language equivalent for Guesstimate style models. + +- It’s possible to intuitively write distributions and functions that return distributions, with the right tooling. +- Functions that return distributions are highly preferable to specific distributions, if possible. +- It would also be great if existing forecasting models could be distilled into common formats. +- There’s very little activity in this space now. +- There’s a high amount of value of information to further exploring the space. +- Writing a small DSL like this will be a fair bit of work, but can be feasible if the functionality is kept limited. +- Also, there are several other useful aspects about having a simple language equivalent for Guesstimate style models. I think that this is a highly neglected area and I’m surprised it hasn’t been explored more. It’s possible that doing a good job is too challenging for a small team, but I think it’s worth investigating further. @@ -132,36 +142,40 @@ A second possible use case is to embed the results of computational models. Func One thing that Squiggle is **not** meant for is heavy calculation. It’s not a probabilistic programming language, because it doesn’t specialize in inference. Squiggle is a high-level language and is not great for performance optimization. The idea is that if you need to do heavy computational modeling, you’d do so using separate tools, then convert the results to lookup tables or other simple functions that you could express in Squiggle. -One analogy is to think about the online estimation “calculators” and “model explorers”. See the [microCOVID Project](https://www.microcovid.org/?distance=normal&duration=120&interaction=oneTime&personCount=20&riskProfile=closedPod20&setting=outdoor&subLocation=US_06001&theirMask=basic&topLocation=US_06&voice=normal&yourMask=basic) calculator and the [COVID-19 Predictions](https://covid19.healthdata.org/united-states-of-america?view=total-deaths&tab=trend) . In both of these, I assume there was some data analysis and processing stage done on the local machines of the analysts. The results were translated into some processed format (like a set of CSV files), and then custom code was written for a front end to analyze and display that data. +One analogy is to think about the online estimation “calculators” and “model explorers”. See the [microCOVID Project](https://www.microcovid.org/?distance=normal&duration=120&interaction=oneTime&personCount=20&riskProfile=closedPod20&setting=outdoor&subLocation=US_06001&theirMask=basic&topLocation=US_06&voice=normal&yourMask=basic) calculator and the [COVID-19 Predictions](https://covid19.healthdata.org/united-states-of-america?view=total-deaths&tab=trend) . In both of these, I assume there was some data analysis and processing stage done on the local machines of the analysts. The results were translated into some processed format (like a set of CSV files), and then custom code was written for a front end to analyze and display that data. If they were to use a hypothetical front end unified format, this would mean converting their results into a Javascript function that could be called using a standardized interface. This standardization would make it easier for these calculators to be called by third party wigets and UIs, or for them to be downloaded and called from other workflows. The priority here is that the calculators could be run quickly and that the necessary code and data is minimized in size. Heavy calculation and analysis would still happen separately. -### Future “Comprehensive” Uses +### Future “Comprehensive” Uses + On the more comprehensive end, it would be interesting to figure out how individuals or collectives could make large clusters of these functions, where many functions call other functions, and continuous data is pulled in. The latter would probably require some server/database setup that ingests Squiggle files. I think the comprehensive end is significantly more exciting than simpler use cases but also significantly more challenging. It’s equivalent to going from Docker the core technology, to Docker hub, then making an attempt at Kubernetes. Here we barely have a prototype of the proverbial Docker, so there’s a lot of work to do. ### Why doesn’t this exist already? + I will briefly pause here to flag that I believe the comprehensive end seems fairly obvious as a goal and I’m quite surprised it hasn’t really been attempted yet, from what I can tell. I imagine such work could be useful to many important actors, conditional on them understanding how to use it. My best guess is this is due to some mix between: -* It’s too technical for many people to be comfortable with. -* There’s a fair amount of work to be done, and it’s difficult to monetize quickly. -* There’s been an odd, long-standing cultural bias against clearly intuitive estimates. -* The work is substantially harder than I realize. + +- It’s too technical for many people to be comfortable with. +- There’s a fair amount of work to be done, and it’s difficult to monetize quickly. +- There’s been an odd, long-standing cultural bias against clearly intuitive estimates. +- The work is substantially harder than I realize. # Related Tools + **Guesstimate** -I previously made Guesstimate and take a lot of inspiration from it. Squiggle will be a language that uses pure text, not a spreadsheet. Perhaps Squiggle could one day be made available within Guesstimate cells. +I previously made Guesstimate and take a lot of inspiration from it. Squiggle will be a language that uses pure text, not a spreadsheet. Perhaps Squiggle could one day be made available within Guesstimate cells. **Ergo** - [Ought](https://ought.org/) has a Python library called [Ergo](https://github.com/oughtinc/ergo) with a lot of tooling for judgemental forecasting. It’s written in Python so works well with the Python ecosystem. My impression is that it’s made much more to do calculations of specific distributions than to represent functions. Maybe Ergo results could eventually be embedded into Squiggle functions. - + [Ought](https://ought.org/) has a Python library called [Ergo](https://github.com/oughtinc/ergo) with a lot of tooling for judgemental forecasting. It’s written in Python so works well with the Python ecosystem. My impression is that it’s made much more to do calculations of specific distributions than to represent functions. Maybe Ergo results could eventually be embedded into Squiggle functions. + **Elicit** - [Elicit](https://elicit.org/) is also made by [Ought](https://ought.org/) . It does a few things, I recommend just checking it out. Perhaps Squiggle could one day be an option in Elicit as a forecasting format. + [Elicit](https://elicit.org/) is also made by [Ought](https://ought.org/) . It does a few things, I recommend just checking it out. Perhaps Squiggle could one day be an option in Elicit as a forecasting format. **Causal** - [Causal](https://www.causal.app/) is a startup that makes it simple to represent distributions over time. It seems fairly optimized for clever businesses. I imagine it probably is going to be the most polished and easy to use tool in its targeted use cases for quite a while. Causal has an innovative UI with HTML blocks for the different distributions; it’s not either a spreadsheet-like Guesstimate or a programming language, but something in between. + [Causal](https://www.causal.app/) is a startup that makes it simple to represent distributions over time. It seems fairly optimized for clever businesses. I imagine it probably is going to be the most polished and easy to use tool in its targeted use cases for quite a while. Causal has an innovative UI with HTML blocks for the different distributions; it’s not either a spreadsheet-like Guesstimate or a programming language, but something in between. **Spreadsheets** Spreadsheets are really good at organizing large tables of parameters for complex estimations. Regular text files aren’t. I could imagine ways Squiggle could have native support for something like Markdown Tables that get converted into small editable spreadsheets when being edited. Another solution would be to allow the use of JSON or TOML in the language, and auto-translate that into easier tools like tables in editors that allow for them.[2] @@ -176,18 +190,19 @@ Most of these tools have fairly simple inputs or forecasting types. If Squiggle Many declarative programming languages seem relevant. There are several logical or ontological languages, but my impression is that most assume certainty, which seems vastly suboptimal. I think that there’s a lot of exploration for languages that allow users to basically state all of their beliefs probabilistically, including statements about the relationships between these beliefs. The purpose wouldn’t be to find one specific variable (as often true with probabilistic programming languages), but to more to express one’s beliefs to those interested, or do various kinds of resulting analyses. **Knowledge Graphs** -Knowledge graphs seem like the best tool for describing semantic relationships in ways that anyone outside a small group could understand. I tried making my own small knowledge graph library called [Ken](https://kenstandard.com/) , which we’ve been using a little in [Foretold](https://www.foretold.io/) . If Squiggle winds up achieving the comprehensive vision mentioned, I imagine there will be a knowledge graph somewhere. +Knowledge graphs seem like the best tool for describing semantic relationships in ways that anyone outside a small group could understand. I tried making my own small knowledge graph library called [Ken](https://kenstandard.com/) , which we’ve been using a little in [Foretold](https://www.foretold.io/) . If Squiggle winds up achieving the comprehensive vision mentioned, I imagine there will be a knowledge graph somewhere. -For example, someone could write a function that takes in a “standard location schema” and returns a calculation of the number of piano tuners at that location. Later when someone queries Wikipedia for a town, it will recognize that that town has data on [Wikidata](https://www.wikidata.org/wiki/Wikidata:Main_Page) , which can be easily converted into the necessary schema. +For example, someone could write a function that takes in a “standard location schema” and returns a calculation of the number of piano tuners at that location. Later when someone queries Wikipedia for a town, it will recognize that that town has data on [Wikidata](https://www.wikidata.org/wiki/Wikidata:Main_Page) , which can be easily converted into the necessary schema. ## Next Steps -Right now I’m the only active developer of Squiggle. My work is split between Squiggle, writing blog posts and content, and other administrative and organizational duties for QURI. + +Right now I’m the only active developer of Squiggle. My work is split between Squiggle, writing blog posts and content, and other administrative and organizational duties for QURI. My first plan is to add some documentation, clean up the internals, and begin writing short programs for personal and group use. If things go well and we could find a good developer to hire, I would be excited to see what we could do after a year or two. -Ambitious versions of Squiggle would be a *lot* of work (as in, 50 to 5000+ engineer years work), so I want to take things one step at a time. I would hope that if progress is sufficiently exciting, it would be possible to either raise sufficient funding or encourage other startups and companies to attempt their own similar solutions. +Ambitious versions of Squiggle would be a _lot_ of work (as in, 50 to 5000+ engineer years work), so I want to take things one step at a time. I would hope that if progress is sufficiently exciting, it would be possible to either raise sufficient funding or encourage other startups and companies to attempt their own similar solutions. -## Footnotes +## Footnotes [1] The main challenge comes from having a language that represents symbolic mathematics and programming statements. Both of these independently seem challenging, and I have yet to find a great way to combine them. If you read this and have suggestions for learning about making mathematical languages (like Wolfram), please do let me know. diff --git a/packages/website/blog/authors.yml b/packages/website/blog/authors.yml index e132ee5d..e67a3201 100644 --- a/packages/website/blog/authors.yml +++ b/packages/website/blog/authors.yml @@ -1,5 +1,5 @@ ozzie: - name: Ozzie Gooen + name: Ozzie Gooen title: QURI President url: https://forum.effectivealtruism.org/users/oagr - image_url: https://avatars.githubusercontent.com/u/377065?v=4 \ No newline at end of file + image_url: https://avatars.githubusercontent.com/u/377065?v=4 diff --git a/packages/website/docs/Future-Features.md b/packages/website/docs/Discussions/Future-Features.md similarity index 87% rename from packages/website/docs/Future-Features.md rename to packages/website/docs/Discussions/Future-Features.md index a479ddd2..fe0b5a48 100644 --- a/packages/website/docs/Future-Features.md +++ b/packages/website/docs/Discussions/Future-Features.md @@ -3,16 +3,18 @@ sidebar_position: 4 --- # Future Features + Squiggle is still very early. The main first goal is to become stable. This means having a clean codebase, having decent test coverage, and having a syntax we are reasonably confident in. Later on, there are many other features that will be interesting to explore. ## Programming Language Features + - Equality (a == b) - If/else statements -- Arrays +- Arrays - Tables / Matrices - Simple objects - A simple type system -- Simple module system (``Dist.Normal`` instead of ``normal``) +- Simple module system (`Dist.Normal` instead of `normal`) - A simple time library & notation - Optional and default paramaters for functions - Anonymous Functions (This is particularly convenient in cases where tiny functions are submitted in forecasting competitions) @@ -21,16 +23,17 @@ Squiggle is still very early. The main first goal is to become stable. This mean - "Partial-domain" distributions. For example, maybe someone has a distribution for when AGI will happen, but doesn't want to make any estimates past 2200. ## Distribution Features -``Distribution.fromSamples([])`` + +`Distribution.fromSamples([])` Converts a list of samples, for example, from Guesstimate, into a distribution shape. Maybe takes a list of optional parameters. -``Distribution.fromCoordinates({xs, ys})`` +`Distribution.fromCoordinates({xs, ys})` Convert XY coordinates into a distribution. Figure out a good way to do this for continuous, discrete, and mixed distributions. [Metalog Distribution](https://en.wikipedia.org/wiki/Metalog_distribution) Add the Metalog distribution, and some convenient methods for generating these distributions. This might be a bit tricky because we might need or build a library to fit data. There's no Metalog javascript library yet, this would be pretty useful. There's already a Metalog library in Python, so that one could be used for inspiration. -``Distribution.smoothen(p)`` +`Distribution.smoothen(p)` Takes a distribution and smoothens it. For example, [Elicit Forecast](https://forecast.elicit.org/) does something like this, with uniform distributions. ## Major Future Additions @@ -48,7 +51,7 @@ A full Javascript library that accesses most of the probabilistic functionality Workflows/functionality to declare the importance and coveredness of each part of the paramater space. For example, some subsets of the paramater space of a function might be much more important to get right than others. Similarly, the analyst might be much more certain about some parts than others. Ideally. they could decline sections. **An interface to interpret & score Squiggle files** -Squiggle functions need to be aggregated and scored. This should be done outside one Squiggle file. Maybe this should also be done in Squiggle, or maybe it should be done using Javascript. +Squiggle functions need to be aggregated and scored. This should be done outside one Squiggle file. Maybe this should also be done in Squiggle, or maybe it should be done using Javascript. My guess is that there should eventually be some way for people to declare that some of their Squiggle values are meant to be formally declared, to be scored and similar by others. Then other programs can read these files, and either use the values, or score them. @@ -60,7 +63,7 @@ This interface should also be able to handle changing Squiggle values. This is b It would be great to be able to call other people's Squiggle functions, from other Squiggle functions. This could raise a whole bunch of challenging issues. Additionally, it would be neat to call other data, both from knowledge graphs, and from regular APIs. Note that this could obviously complicate scoring a lot; I imagine that either easy scoring, or simple data fetching, would have to accept sacrifices. **Correlated uncertainties** -Right now there's no functionality to declare that two different distributions are correlated. +Right now there's no functionality to declare that two different distributions are correlated. **Static / Sensitivity Analysis** Guesstimate has Sensitivity analysis that's pretty useful. This could be quite feasible to add, though it will likely require some thinking. @@ -72,39 +75,39 @@ It might be useful to allow people to annotate functions and variables with long Right now, Monte Carlo simulations are totally random. It would be nicer to be able to enter a seed somehow in order to control the randomness. Or, with the same seed, the function should always return the same values. This would make debugging and similar easier. ## Major Standard Language Features + - Some testing story. - A custom code highlighting format. - Possibly a decent web GUI (a much more advanced playground). - A VS Code extention and similar. ## Bugs -- Discrete distributions are particularly buggy. Try ``mm(1,2,3,4,5,6,7,8,9,10) .* (5 to 8)`` + +- Discrete distributions are particularly buggy. Try `mm(1,2,3,4,5,6,7,8,9,10) .* (5 to 8)` ## New Functions ### Distributions + ```js -cauchy() -pareto() -metalog() +cauchy(); +pareto(); +metalog(); ``` Possibly change mm to mix, or mx(). Also, change input format, maybe to mx([a,b,c], [a,b,c]). - ### Functions + ```js -samples(distribution, n) -toPdf(distribution) -toCdf(distribution) -toHash(distribution) -trunctate(distribution, leftValue, rightValue) -leftTrunctate(distribution, leftValue) -rightTrunctate(distribution, rightValue) -distributionFromSamples(array, params) -distributionFromPoints() -distributionFromHash() +samples(distribution, n); +toPdf(distribution); +toCdf(distribution); +toHash(distribution); +trunctate(distribution, leftValue, rightValue); +leftTrunctate(distribution, leftValue); +rightTrunctate(distribution, rightValue); +distributionFromSamples(array, params); +distributionFromPoints(); +distributionFromHash(); ``` - - - diff --git a/packages/website/docs/Three-Types-Of-Distributions.md b/packages/website/docs/Discussions/Three-Types-Of-Distributions.md similarity index 58% rename from packages/website/docs/Three-Types-Of-Distributions.md rename to packages/website/docs/Discussions/Three-Types-Of-Distributions.md index cb4c0043..ffd99fc1 100644 --- a/packages/website/docs/Three-Types-Of-Distributions.md +++ b/packages/website/docs/Discussions/Three-Types-Of-Distributions.md @@ -4,18 +4,18 @@ sidebar_position: 5 # Three Formats of Distributions -*Author: Ozzie Gooen* -*Written on: Feb 19, 2022* +_Author: Ozzie Gooen_ +_Written on: Feb 19, 2022_ Probability distributions have several subtle possible formats. Three important ones that we deal with in Squiggle are symbolic, sample set, and graph formats. -_Symbolic_ formats are just the math equations. ``normal(5,3)`` is the symbolic representation of a normal distribution. +_Symbolic_ formats are just the math equations. `normal(5,3)` is the symbolic representation of a normal distribution. When you sample distributions (usually starting with symbolic formats), you get lists of samples. Monte Carlo techniques return lists of samples. Let’s call this the “_Sample Set_” format. -Lastly is what I’ll refer to as the _Graph_ format. It describes the coordinates, or the shape, of the distribution. You can save these formats in JSON, for instance, like, ``{xs: [1, 2, 3, 4â€Ļ], ys: [.0001, .0003, .002, â€Ļ]}``. +Lastly is what I’ll refer to as the _Graph_ format. It describes the coordinates, or the shape, of the distribution. You can save these formats in JSON, for instance, like, `{xs: [1, 2, 3, 4â€Ļ], ys: [.0001, .0003, .002, â€Ļ]}`. -Symbolic, Sample Set, and Graph formats all have very different advantages and disadvantages. +Symbolic, Sample Set, and Graph formats all have very different advantages and disadvantages. Note that the name "Symbolic" is fairly standard, but I haven't found common names for what I'm referring to as "Sample Set" and "Graph" formats. The formats aren't often specifically referred to for these purposes, from what I can tell. @@ -25,8 +25,8 @@ Note that the name "Symbolic" is fairly standard, but I haven't found common nam Mathematical representations. Require analytic solutions. These are often ideal where they can be applied, but apply to very few actual functions. Typically used sparsely, except for the starting distributions (before any computation is performed). **Examples** -```Normal(5,2)``` -```pdf(normal(2,5), 1.2) + beta(5, log(2))``` +`Normal(5,2)` +`pdf(normal(2,5), 1.2) + beta(5, log(2))` **How to Do Computation** To perform calculations of symbolic systems, you need to find analytical solutions. For example, there are equations to find the pdf or cdf of most distribution shapes at any point. There are also lots of simplifications that could be done in particular situations. For example, there’s an analytical solution for combining normal distributions. @@ -34,110 +34,122 @@ To perform calculations of symbolic systems, you need to find analytical solutio **Special: The Metalog Distribution** The Metalog distribution seems like it can represent almost any reasonable distribution. It’s symbolic. This is great for storage, but it’s not clear if it helps with calculation. My impression is that we don’t have symbolic ways of doing most functions (addition, multiplication, etc) on metalog distributions. Also, note that it can take a fair bit of computation to fit a shape to the Metalog distribution. -**Advantages** -* Maximally compressed; i.e. very easy to store. -* Very readable. -* When symbolic operations are feasible and easy to discover, they are trivially fast and completely accurate. +**Advantages** -**Disadvantages** -* It’s often either impossible or computationally infeasible to find analytical solutions to most symbolic equations. -* Solving symbolic equations requires very specialized tooling that’s very rare. There are a few small symbolic solver libraries out there, but not many. Wolfram Research is the main group that seems very strong here, and their work is mostly closed source + expensive. +- Maximally compressed; i.e. very easy to store. +- Very readable. +- When symbolic operations are feasible and easy to discover, they are trivially fast and completely accurate. -**Converting to Graph Formats** -* Very easy. Choose X points such that you capture most of the distribution (you can set a threshold, like 99.9%). For each X point, calculate the pdf, and save as the Y points. +**Disadvantages** -**Converting to Sample List Formats** -* Very easy. Just sample a bunch of times. The regular way is to randomly sample (This is trivial to do for all distributions with inverse-cdf functions.) If you want to get more fancy, you could provide extra samples from the tails, that would be weighted lower. Or, you could take samples in equal distances (of probability mass) along the entire distribution, then optionally shuffle it. (In the latter case, these would not be random samples, but sometimes that’s fine.) +- It’s often either impossible or computationally infeasible to find analytical solutions to most symbolic equations. +- Solving symbolic equations requires very specialized tooling that’s very rare. There are a few small symbolic solver libraries out there, but not many. Wolfram Research is the main group that seems very strong here, and their work is mostly closed source + expensive. + +**Converting to Graph Formats** + +- Very easy. Choose X points such that you capture most of the distribution (you can set a threshold, like 99.9%). For each X point, calculate the pdf, and save as the Y points. + +**Converting to Sample List Formats** + +- Very easy. Just sample a bunch of times. The regular way is to randomly sample (This is trivial to do for all distributions with inverse-cdf functions.) If you want to get more fancy, you could provide extra samples from the tails, that would be weighted lower. Or, you could take samples in equal distances (of probability mass) along the entire distribution, then optionally shuffle it. (In the latter case, these would not be random samples, but sometimes that’s fine.) **How to Visualize** Convert to graph, then display that. (Optionally, you can also convert to samples, then display those using a histogram, but this is often worse you have both options.) - ## Graph Formats + **TLDR** -Lists of the x-y coordinates of the shape of a distribution. (Usually the pdf, which is more compressed than the cdf). Some key functions (like pdf, cdf) and manipulations can work on almost any graphally-described distribution. +Lists of the x-y coordinates of the shape of a distribution. (Usually the pdf, which is more compressed than the cdf). Some key functions (like pdf, cdf) and manipulations can work on almost any graphally-described distribution. **Alternative Names:** Grid, Mesh, Graph, Vector, Pdf, PdfCoords/PdfPoints, Discretised, Bezier, Curve See [this facebook thread](https://www.facebook.com/ozzie.gooen/posts/10165936265785363?notif_id=1644937423623638¬if_t=feedback_reaction_generic&ref=notif). **How to Do Computation** -Use graph techniques. These can be fairly computationally-intensive (particularly finding integrals, which take a whole lot of adding). In the case that you want to multiply independent distributions, you can try convolution, but it’s pretty expensive. +Use graph techniques. These can be fairly computationally-intensive (particularly finding integrals, which take a whole lot of adding). In the case that you want to multiply independent distributions, you can try convolution, but it’s pretty expensive. **Examples** -``{xs: [1, 2, 3, 4â€Ļ], ys: [.0001, .0003, .002, .04, ...]} `` -``[[1, .0001], [2, .0003], [3, .002]...] `` +`{xs: [1, 2, 3, 4â€Ļ], ys: [.0001, .0003, .002, .04, ...]} ` +`[[1, .0001], [2, .0003], [3, .002]...] ` -**Advantages** -* Much more compressed than Sample List formats, but much less compressed than Symbolic formats. -* Many functions (pdf, cdf, percentiles, mean, integration, etc) and manipulations (truncation, scaling horizontally or vertically), are possible on essentially all graph distributions. +**Advantages** -**Disadvantages** -* Most calculations are infeasible/impossible to perform graphally. In these cases, you need to use sampling. -* Not as accurate or fast as symbolic methods, where the symbolic methods are applicable. -* The tails get cut off, which is subideal. It’s assumed that the value of the pdf outside of the bounded range is exactly 0, which is not correct. (Note: If you have ideas on how to store graph formats that don’t cut off tails, let me know) +- Much more compressed than Sample List formats, but much less compressed than Symbolic formats. +- Many functions (pdf, cdf, percentiles, mean, integration, etc) and manipulations (truncation, scaling horizontally or vertically), are possible on essentially all graph distributions. -**Converting to Symbolic Formats** -* Okay, if you are okay with a Metalog approximation or similar. Metaculus uses an additive combination of up to [Logistic distributions](https://www.metaculus.com/help/faq/); you could also fit this. Fitting takes a little time (it requires several attempts and some optimization), can be arbitrarily accurate. -* If you want to be very fancy, you could try to fit graph distributions into normal / lognormal / etc. but this seems like a lot of work for little gain. +**Disadvantages** -**Converting to Sample List Formats** -* Just sample a lot. The same as converting symbolic formats into samples. +- Most calculations are infeasible/impossible to perform graphally. In these cases, you need to use sampling. +- Not as accurate or fast as symbolic methods, where the symbolic methods are applicable. +- The tails get cut off, which is subideal. It’s assumed that the value of the pdf outside of the bounded range is exactly 0, which is not correct. (Note: If you have ideas on how to store graph formats that don’t cut off tails, let me know) -**How to Visualize** -* It’s already in a good format for visualization, just plot it in any library. +**Converting to Symbolic Formats** -**Handling Long Tails / Optimization** -* You can choose specific points to use to save computation. For example, taking extra points at the ends. +- Okay, if you are okay with a Metalog approximation or similar. Metaculus uses an additive combination of up to [Logistic distributions](https://www.metaculus.com/help/faq/); you could also fit this. Fitting takes a little time (it requires several attempts and some optimization), can be arbitrarily accurate. +- If you want to be very fancy, you could try to fit graph distributions into normal / lognormal / etc. but this seems like a lot of work for little gain. -**Additional Metadata** -* The format mentioned above does not suggest any specific form of interpolation, or strategy of dealing with the tails. Several interpolation methods are possible; for example, linear interpolation, or stepwise interpolation. +**Converting to Sample List Formats** -**Potential Alternatives** -* [BÊzier curves](https://en.wikipedia.org/wiki/B%C3%A9zier_curve) could, in theory, be more optimal. BÊzier are used for vector image programs. They represent a more complicated format than a list of x-y coordinate pairs, but come with much more flexibility. Arguably, they sit somewhere between fitting distributions to Metalog distributions, and just taking many x-y points. +- Just sample a lot. The same as converting symbolic formats into samples. +**How to Visualize** + +- It’s already in a good format for visualization, just plot it in any library. + +**Handling Long Tails / Optimization** + +- You can choose specific points to use to save computation. For example, taking extra points at the ends. + +**Additional Metadata** + +- The format mentioned above does not suggest any specific form of interpolation, or strategy of dealing with the tails. Several interpolation methods are possible; for example, linear interpolation, or stepwise interpolation. + +**Potential Alternatives** + +- [BÊzier curves](https://en.wikipedia.org/wiki/B%C3%A9zier_curve) could, in theory, be more optimal. BÊzier are used for vector image programs. They represent a more complicated format than a list of x-y coordinate pairs, but come with much more flexibility. Arguably, they sit somewhere between fitting distributions to Metalog distributions, and just taking many x-y points. ## Sample Set Formats **TLDR** -Random samples. Use Monte Carlo simulation to perform calculations. This is the predominant technique using Monte Carlo methods; in these cases, most nodes are essentially represented as sample sets. [Guesstimate](https://www.getguesstimate.com/) works this way. +Random samples. Use Monte Carlo simulation to perform calculations. This is the predominant technique using Monte Carlo methods; in these cases, most nodes are essentially represented as sample sets. [Guesstimate](https://www.getguesstimate.com/) works this way. **How to Do Computation** Use [Monte Carlo methods](https://en.wikipedia.org/wiki/Monte_Carlo_method). You could get fancy with these with a [probabilistic programming language](https://en.wikipedia.org/wiki/Probabilistic_programming), which often have highly optimized Monte Carlo tooling. Variational inference is used for very similar problems. **Examples** -``[3.23848, 4.82081, 1.382833, 9.238383â€Ļ]`` +`[3.23848, 4.82081, 1.382833, 9.238383â€Ļ]` -**Advantages** -* Monte Carlo methods are effectively the only ways to calculate many/most functions. -* The use of Monte Carlo methods make for very easy sensitivity analysis. -* [Probabilistic inference](https://machinelearningmastery.com/markov-chain-monte-carlo-for-probability/) is only possible using Monte Carlo methods. -* In some cases, Monte Carlo computation functionally represents possible worlds. There’s no very clear line between Monte Carlo methods and agent based modeling simulations. -* You can handle math with distributions that are correlated with each other. (I believe, but am not sure). +**Advantages** -**Disadvantages** -* Monte Carlo methods can be very slow. -* Requires fairly heavy tooling to make efficient. -* Sampling methods are very lossy, especially for tails. +- Monte Carlo methods are effectively the only ways to calculate many/most functions. +- The use of Monte Carlo methods make for very easy sensitivity analysis. +- [Probabilistic inference](https://machinelearningmastery.com/markov-chain-monte-carlo-for-probability/) is only possible using Monte Carlo methods. +- In some cases, Monte Carlo computation functionally represents possible worlds. There’s no very clear line between Monte Carlo methods and agent based modeling simulations. +- You can handle math with distributions that are correlated with each other. (I believe, but am not sure). + +**Disadvantages** + +- Monte Carlo methods can be very slow. +- Requires fairly heavy tooling to make efficient. +- Sampling methods are very lossy, especially for tails. **Converting to Symbolic Formats** I don’t know of a straightforward way of doing this. Convert to Sample List first, then you can convert to Metalog or similar. **Converting to Sample List Formats** -[Kernel density estimation](https://en.wikipedia.org/wiki/Kernel_density_estimation) works. However, it requires a few parameters from the user, for tuning. There are functions to estimate these parameters, but this is tricky. Two forms of density estimation are shown as code [here](https://github.com/jasondavies/science.js/blob/master/src/stats/bandwidth.js). There’s some more description in the webppl documentation [here](https://webppl.readthedocs.io/en/master/distributions.html#KDE). +[Kernel density estimation](https://en.wikipedia.org/wiki/Kernel_density_estimation) works. However, it requires a few parameters from the user, for tuning. There are functions to estimate these parameters, but this is tricky. Two forms of density estimation are shown as code [here](https://github.com/jasondavies/science.js/blob/master/src/stats/bandwidth.js). There’s some more description in the webppl documentation [here](https://webppl.readthedocs.io/en/master/distributions.html#KDE). -**Handling Long Tails / Optimization** -* You can weight samples differently. This allows you to save more at the tails, for more granularity there, without biasing the results. (I’m not sure how difficult this would be.) +**Handling Long Tails / Optimization** + +- You can weight samples differently. This allows you to save more at the tails, for more granularity there, without biasing the results. (I’m not sure how difficult this would be.) **How to Visualize** Use a histogram. - - -| | Symbolic | Symbolic(metalog) | Numeric | Samples/MC | -|------------------------|--------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------|------------------------------------------------------------------------------------------------|-------------------------------------| -| Example | normal(5,2) | metalog([(2,3)]) | [[1,2,3,4], [3,5,9,10]] | [1.38483, 0.233, 38.8383, â€Ļ] | -| Techniques | Analytic | Analytic | Numeric | Monte Carlo, variational inference | -| Available calculations | Pdf(), cdf(), sample, inverse Add or multiply normal distributions Add lognormal distributions Select other calculations | Pdf(), cdf(), sample(), inverseCdf() | Pointwise operations Truncate Mixture Select regular operations by constants (normal(5,2) * 3) | Normal operations, most functions. Not pointwise functions. | -| Use for computation | Lossless, Very fast, Extremely limited | | Medium speed, Minor accuracy loss, Select useful, but limited functions | Slow and lossy, but very general-purpose. | -| Use for storage | Tiny, Lossless, Extremely limited | (Assuming other data is fit to metalog) High information densityt | Medium information density | Low information density | +| | Symbolic | Symbolic(metalog) | Numeric | Samples/MC | +| ---------------------- | ------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------- | ----------------------------------------------------------------------------------------------- | ----------------------------------------------------------- | +| Example | normal(5,2) | metalog([(2,3)]) | [[1,2,3,4], [3,5,9,10]] | [1.38483, 0.233, 38.8383, â€Ļ] | +| Techniques | Analytic | Analytic | Numeric | Monte Carlo, variational inference | +| Available calculations | Pdf(), cdf(), sample, inverse Add or multiply normal distributions Add lognormal distributions Select other calculations | Pdf(), cdf(), sample(), inverseCdf() | Pointwise operations Truncate Mixture Select regular operations by constants (normal(5,2) \* 3) | Normal operations, most functions. Not pointwise functions. | +| Use for computation | Lossless, Very fast, Extremely limited | | Medium speed, Minor accuracy loss, Select useful, but limited functions | Slow and lossy, but very general-purpose. | +| Use for storage | Tiny, Lossless, Extremely limited | (Assuming other data is fit to metalog) High information densityt | Medium information density | Low information density | diff --git a/packages/website/docs/Functions.mdx b/packages/website/docs/Features/Functions.mdx similarity index 92% rename from packages/website/docs/Functions.mdx rename to packages/website/docs/Features/Functions.mdx index b2adab45..7e0d1fc6 100644 --- a/packages/website/docs/Functions.mdx +++ b/packages/website/docs/Features/Functions.mdx @@ -2,7 +2,7 @@ sidebar_position: 7 --- -import { SquiggleEditor } from '../src/components/SquiggleEditor' +import { SquiggleEditor } from "../../src/components/SquiggleEditor"; # Squiggle Functions Reference @@ -22,7 +22,6 @@ two given numbers. - ### Lognormal distribution The `lognormal(mu, sigma)` returns the log of a normal distribution with parameters @@ -42,7 +41,6 @@ and standard deviation, using `lognormalFromMeanAndStdDev`. - ### Beta distribution The `beta(a, b)` function creates a beta distribution with parameters a and b: @@ -56,7 +54,6 @@ mean. - ### The Triangular distribution The `triangular(a,b,c)` function creates a triangular distribution with lower @@ -71,19 +68,20 @@ combination of the two. The first positional arguments represent the distributio to be combined, and the last argument is how much to weigh every distribution in the combination. - + It's possible to create discrete distributions using this method. - + As well as mixed distributions: - + ## Other Functions ### PDF of a distribution + The `pdf(distribution, x)` function returns the density of a distribution at the given point x. @@ -104,11 +102,13 @@ or all values lower than x. It is the inverse of `inv`. ### Mean of a distribution + The `mean(distribution)` function gives the mean (expected value) of a distribution. ### Sampling a distribution + The `sample(distribution)` samples a given distribution. diff --git a/packages/website/docs/Javscript-library.md b/packages/website/docs/Features/Javascript-Libraries.md similarity index 80% rename from packages/website/docs/Javscript-library.md rename to packages/website/docs/Features/Javascript-Libraries.md index 60f70426..c782be6f 100644 --- a/packages/website/docs/Javscript-library.md +++ b/packages/website/docs/Features/Javascript-Libraries.md @@ -5,8 +5,9 @@ sidebar_position: 3 # Javascript Libraries There are two JavaScript packages currently available for Squiggle: - - [`@quri/squiggle-lang`](https://www.npmjs.com/package/@quri/squiggle-lang) - - [`@quri/squiggle-components`](https://www.npmjs.com/package/@quri/squiggle-components) + +- [`@quri/squiggle-lang`](https://www.npmjs.com/package/@quri/squiggle-lang) +- [`@quri/squiggle-components`](https://www.npmjs.com/package/@quri/squiggle-components) Types are available for both packages. @@ -30,7 +31,7 @@ this library to help navigate the return type. The `@quri/squiggle-components` package offers several components and utilities for people who want to embed Squiggle components into websites. This documentation -relies on `@quri/squiggle-components` frequently. +relies on `@quri/squiggle-components` frequently. -We host [a storybook](https://components.squiggle-language.com/) with details +We host [a storybook](https://squiggle-components.netlify.app/) with details and usage of each of the components made available. diff --git a/packages/website/docs/Language.mdx b/packages/website/docs/Features/Language.mdx similarity index 66% rename from packages/website/docs/Language.mdx rename to packages/website/docs/Features/Language.mdx index 221bd4b5..e559fb60 100644 --- a/packages/website/docs/Language.mdx +++ b/packages/website/docs/Features/Language.mdx @@ -2,23 +2,25 @@ sidebar_position: 2 --- -import { SquiggleEditor } from '../src/components/SquiggleEditor' +import { SquiggleEditor } from "../../src/components/SquiggleEditor"; # Squiggle Language The squiggle language has a very simple syntax. The best way to get to understand it is by simply looking at examples. -## Basic Language +## Basic Language As an example: - + Squiggle can declare variables (`value_of_work = 10 to 70`) and declare exports (the lone `value_of_work` line). Variables can be used later in a squiggle program -and even in other notebooks! +and even in other notebooks! An export is rendered to the output view so you can see your result. @@ -30,7 +32,8 @@ the exports can be expressions, such as: Squiggle supports functions, including the rendering of functions: - - +`} +/> diff --git a/packages/website/docs/Internal/Invariants.md b/packages/website/docs/Internal/Invariants.md new file mode 100644 index 00000000..c1c0fd79 --- /dev/null +++ b/packages/website/docs/Internal/Invariants.md @@ -0,0 +1,126 @@ +--- +title: Statistical properties of algebraic combinations of distributions for property testing. +urlcolor: blue +author: + - NuÃąo Sempere + - Quinn Dougherty +abstract: This document outlines some properties about algebraic combinations of distributions. It is meant to facilitate property tests for [Squiggle](https://squiggle-language.com/), an estimation language for forecasters. So far, we are focusing on the means, the standard deviation and the shape of the pdfs. +--- + +_This document right now is normative and aspirational, not a description of the testing that's currently done_. + +The academic keyword to search for in relation to this document is "[algebra of random variables](https://wikiless.org/wiki/Algebra_of_random_variables?lang=en)". Squiggle doesn't yet support getting the standard deviation, denoted by $\sigma$, but such support could yet be added. + +## Means and standard deviations + +### Sums + +$$ +mean(f+g) = mean(f) + mean(g) +$$ + +$$ +\sigma(f+g) = \sqrt{\sigma(f)^2 + \sigma(g)^2} +$$ + +In the case of normal distributions, + +$$ +mean(normal(a,b) + normal(c,d)) = mean(normal(a+c, \sqrt{b^2 + d^2})) +$$ + +### Subtractions + +$$ +mean(f-g) = mean(f) - mean(g) +$$ + +$$ +\sigma(f-g) = \sqrt{\sigma(f)^2 + \sigma(g)^2} +$$ + +### Multiplications + +$$ +mean(f \cdot g) = mean(f) \cdot mean(g) +$$ + +$$ +\sigma(f \cdot g) = \sqrt{ (\sigma(f)^2 + mean(f)) \cdot (\sigma(g)^2 + mean(g)) - (mean(f) \cdot mean(g))^2} +$$ + +### Divisions + +Divisions are tricky, and in general we don't have good expressions to characterize properties of ratios. In particular, the ratio of two normals is a Cauchy distribution, which doesn't have to have a mean. + +## Probability density functions (pdfs) + +Specifying the pdf of the sum/multiplication/... of distributions as a function of the pdfs of the individual arguments can still be done. But it requires integration. My sense is that this is still doable, and I (NuÃąo) provide some _pseudocode_ to do this. + +### Sums + +Let $f, g$ be two independently distributed functions. Then, the pdf of their sum, evaluated at a point $z$, expressed as $(f + g)(z)$, is given by: + +$$ +(f + g)(z)= \int_{-\infty}^{\infty} f(x)\cdot g(z-x) \,dx +$$ + +See a proof sketch [here](https://www.milefoot.com/math/stat/rv-sums.htm) + +Here is some pseudocode to approximate this: + +```js +// pdf1 and pdf2 are pdfs, +// and cdf1 and cdf2 are their corresponding cdfs + +let epsilonForBounds = 2 ** -16; +let getBounds = (cdf) => { + let cdf_min = -1; + let cdf_max = 1; + let n = 0; + while ( + (cdf(cdf_min) > epsilonForBounds || 1 - cdf(cdf_max) > epsilonForBounds) && + n < 10 + ) { + if (cdf(cdf_min) > epsilonForBounds) { + cdf_min = cdf_min * 2; + } + if (1 - cdf(cdf_max) > epsilonForBounds) { + cdf_max = cdf_max * 2; + } + } + return [cdf_min, cdf_max]; +}; + +let epsilonForIntegrals = 2 ** -16; +let pdfOfSum = (pdf1, pdf2, cdf1, cdf2, z) => { + let bounds1 = getBounds(cdf1); + let bounds2 = getBounds(cdf2); + let bounds = [ + Math.min(bounds1[0], bounds2[0]), + Math.max(bounds1[1], bounds2[1]), + ]; + + let result = 0; + for (let x = bounds[0]; (x = x + epsilonForIntegrals); x < bounds[1]) { + let delta = pdf1(x) * pdf2(z - x); + result = result + delta * epsilonForIntegrals; + } + return result; +}; +``` + +## Cumulative density functions + +TODO + +## Inverse cumulative density functions + +TODO + +# To do: + +- Provide sources or derivations, useful as this document becomes more complicated +- Provide definitions for the probability density function, exponential, inverse, log, etc. +- Provide at least some tests for division +- See if playing around with characteristic functions turns out anything useful diff --git a/packages/website/docs/Internal/ProcessingConfidenceIntervals.md b/packages/website/docs/Internal/ProcessingConfidenceIntervals.md new file mode 100644 index 00000000..99e72e5a --- /dev/null +++ b/packages/website/docs/Internal/ProcessingConfidenceIntervals.md @@ -0,0 +1,32 @@ +# Processing confidence intervals + +This page explains what we are doing when we take a 95% confidence interval, and we get a mean and a standard deviation from it + +## For normals + +```js +module Normal = { + //... + let from90PercentCI = (low, high) => { + let mean = E.A.Floats.mean([low, high]) + let stdev = (high -. low) /. (2. *. 1.6448536269514722) + #Normal({mean: mean, stdev: stdev}) + } + //... +} +``` + +We know that for a normal with mean $\mu$ and standard deviation $\sigma$, + +$$ + +a \cdot Normal(\mu, \sigma) = Normal(a\cdot \mu, |a|\cdot \sigma) + + +$$ + +We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 95% point is reached at $1.6448536269514722$. ([source](https://stackoverflow.com/questions/20626994/how-to-calculate-the-inverse-of-the-normal-cumulative-distribution-function-in-p)) This means that the 90% confidence interval is $[-1.6448536269514722, 1.6448536269514722]$, which has a width of $2 \cdot 1.6448536269514722$. + +So then, if we take a $Normal(0,1)$ and we multiply it by $\frac{(high -. low)}{(2. *. 1.6448536269514722)}$, it's 90% confidence interval will be multiplied by the same amount. Then we just have to shift it by the mean to get our target normal. + +## For lognormals diff --git a/packages/website/docusaurus.config.js b/packages/website/docusaurus.config.js index 7d1bfc54..c5d03327 100644 --- a/packages/website/docusaurus.config.js +++ b/packages/website/docusaurus.config.js @@ -1,56 +1,66 @@ // @ts-check // Note: type annotations allow type checking and IDEs autocompletion +const math = require("remark-math"); +const katex = require("rehype-katex"); -const lightCodeTheme = require('prism-react-renderer/themes/github'); -const darkCodeTheme = require('prism-react-renderer/themes/dracula'); -const path = require('path'); +const lightCodeTheme = require("prism-react-renderer/themes/github"); +const darkCodeTheme = require("prism-react-renderer/themes/dracula"); +const path = require("path"); /** @type {import('@docusaurus/types').Config} */ const config = { - title: 'Squiggle (alpha)', + title: "Squiggle (alpha)", tagline: "Estimation language for forecasters", - url: 'https://squiggle-language.com', - baseUrl: '/', - onBrokenLinks: 'throw', - onBrokenMarkdownLinks: 'warn', - favicon: 'img/favicon.ico', - organizationName: 'QURIResearch', // Usually your GitHub org/user name. - projectName: 'squiggle', // Usually your repo name. + url: "https://squiggle-language.com", + baseUrl: "/", + onBrokenLinks: "throw", + onBrokenMarkdownLinks: "warn", + favicon: "img/favicon.ico", + organizationName: "quantified-uncertainty", // Usually your GitHub org/user name. + projectName: "squiggle", // Usually your repo name. plugins: [ () => ({ configureWebpack(config, isServer, utils, content) { return { - resolve: { - alias : { - "@quri/squiggle-components": path.resolve(__dirname, "../components/src"), - "@quri/squiggle-lang": path.resolve(__dirname, "../squiggle-lang/src/js") - } - } - + resolve: { + alias: { + "@quri/squiggle-components": path.resolve( + __dirname, + "../components/src" + ), + "@quri/squiggle-lang": path.resolve( + __dirname, + "../squiggle-lang/src/js" + ), + }, + }, }; - } - }) + }, + }), ], presets: [ [ - 'classic', + "classic", /** @type {import('@docusaurus/preset-classic').Options} */ ({ docs: { - sidebarPath: require.resolve('./sidebars.js'), + sidebarPath: require.resolve("./sidebars.js"), // Please change this to your repo. - editUrl: 'https://github.com/foretold-app/squiggle/tree/main/packages/website/', + editUrl: + "https://github.com/quantified-uncertainty/squiggle/tree/master/packages/website/", + remarkPlugins: [math], + rehypePlugins: [katex], }, blog: { showReadingTime: true, // Please change this to your repo. editUrl: - 'https://github.com/foretold-app/squiggle/tree/main/packages/website/', + "https://github.com/quantified-uncertainty/squiggle/tree/master/packages/website/", }, theme: { - customCss: require.resolve('./src/css/custom.css'), + customCss: require.resolve("./src/css/custom.css"), }, }), ], @@ -60,53 +70,40 @@ const config = { /** @type {import('@docusaurus/preset-classic').ThemeConfig} */ ({ navbar: { - title: 'Squiggle', + title: "Squiggle", logo: { - alt: 'Squiggle Logo', - src: 'img/logo.svg', + alt: "Squiggle Logo", + src: "img/logo.svg", }, items: [ { - type: 'doc', - docId: 'Introduction', - position: 'left', - label: 'Documentation', + type: "doc", + docId: "Introduction", + position: "left", + label: "Documentation", }, - {to: '/blog', label: 'Blog', position: 'left'}, + { to: "/blog", label: "Blog", position: "left" }, + { to: "/playground", label: "Playground", position: "left" }, { - href: 'https://playground.squiggle-language.com/dist-builder', - label: 'Playground', - position: 'left', - }, - { - href: 'https://github.com/QURIresearch/squiggle', - label: 'GitHub', - position: 'right', + href: "https://github.com/QURIresearch/squiggle", + label: "GitHub", + position: "right", }, ], }, footer: { - style: 'dark', + style: "dark", links: [ { - title: 'Blog', + title: "More", items: [ { - label: 'Overview', - to: '/docs/Language', - }, - ], - }, - { - title: 'More', - items: [ - { - label: 'Blog', - to: '/blog', + label: "Blog", + to: "/blog", }, { - label: 'GitHub', - href: 'https://github.com/QURIresearch/squiggle', + label: "GitHub", + href: "https://github.com/QURIresearch/squiggle", }, ], }, @@ -118,6 +115,15 @@ const config = { darkTheme: darkCodeTheme, }, }), + stylesheets: [ + { + href: "https://cdn.jsdelivr.net/npm/katex@0.13.24/dist/katex.min.css", + type: "text/css", + integrity: + "sha384-odtC+0UGzzFL/6PNoE8rX/SPcQDXBJ+uRepguP4QkPCm2LBxH3FA3y+fKSiJ+AmM", + crossorigin: "anonymous", + }, + ], }; module.exports = config; diff --git a/packages/website/netlify.toml b/packages/website/netlify.toml new file mode 100644 index 00000000..1827c88e --- /dev/null +++ b/packages/website/netlify.toml @@ -0,0 +1,8 @@ +[build] + base = "packages/website/" + command = "cd ../squiggle-lang && yarn build && cd ../website && yarn build" + publish = "build/" + ignore = "node -e 'process.exitCode = process.env.BRANCH.includes(\"dependabot\") ? 0 : 1' && git diff --quiet $CACHED_COMMIT_REF $COMMIT_REF ../" + +[build.environment] + NETLIFY_USE_YARN = "true" diff --git a/packages/website/package-lock.json b/packages/website/package-lock.json deleted file mode 100644 index 9fc37334..00000000 --- a/packages/website/package-lock.json +++ /dev/null @@ -1,22133 +0,0 @@ -{ - 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}, - "zwitch": { - "version": "1.0.5", - "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-1.0.5.tgz", - "integrity": "sha512-V50KMwwzqJV0NpZIZFwfOD5/lyny3WlSzRiXgA0G7VUnRlqttta1L6UQIHzd6EuBY/cHGfwTIck7w1yH6Q5zUw==" - } - } -} diff --git a/packages/website/package.json b/packages/website/package.json index 7479556c..986dfb22 100644 --- a/packages/website/package.json +++ b/packages/website/package.json @@ -6,15 +6,21 @@ "start": "docusaurus start", "build": "docusaurus build", "clean": "docusaurus clear", - "all": "yarn build" + "all": "yarn build", + "lint": "prettier --check .", + "format": "prettier --write ." }, "dependencies": { "@docusaurus/core": "2.0.0-beta.18", "@docusaurus/preset-classic": "2.0.0-beta.18", + "@quri/squiggle-components": "0.1.8", "clsx": "^1.1.1", "prism-react-renderer": "^1.2.1", "react": "^18.0.0", - "react-dom": "^18.0.0" + "react-dom": "^18.0.0", + "remark-math": "^3", + "rehype-katex": "^5", + "hast-util-is-element": "2.1.2" }, "browserslist": { "production": [ diff --git a/packages/website/sidebars.js b/packages/website/sidebars.js index fd342f2c..78ad249f 100644 --- a/packages/website/sidebars.js +++ b/packages/website/sidebars.js @@ -14,7 +14,43 @@ /** @type {import('@docusaurus/plugin-content-docs').SidebarsConfig} */ const sidebars = { // By default, Docusaurus generates a sidebar from the docs folder structure - tutorialSidebar: [{type: 'autogenerated', dirName: '.'}], + tutorialSidebar: [ + { + type: "doc", + id: "Introduction", + label: "Introduction", + }, + { + type: "category", + label: "Features", + items: [ + { + type: "autogenerated", + dirName: "Features", + }, + ], + }, + { + type: "category", + label: "Discussions", + items: [ + { + type: "autogenerated", + dirName: "Discussions", + }, + ], + }, + { + type: "category", + label: "Internal", + items: [ + { + type: "autogenerated", + dirName: "Internal", + }, + ], + }, + ], // But you can create a sidebar manually /* diff --git a/packages/website/src/components/HomepageFeatures.js b/packages/website/src/components/HomepageFeatures.js index ed348764..f396ff33 100644 --- a/packages/website/src/components/HomepageFeatures.js +++ b/packages/website/src/components/HomepageFeatures.js @@ -1,37 +1,37 @@ -import React from 'react'; -import clsx from 'clsx'; -import styles from './HomepageFeatures.module.css'; +import React from "react"; +import clsx from "clsx"; +import styles from "./HomepageFeatures.module.css"; const FeatureList = [ { - title: 'Probabilistic', + title: "Probabilistic", + description: ( + <>Squiggle makes working with probability distributions really easy. + ), + }, + { + title: "Portable", description: ( <> - Squiggle makes working with probability distributions really easy. + Squiggle is in a small Rescript / Javascript library. It can be used + wherever Rescript and Javascript are available. ), }, { - title: 'Portable', + title: "Fast", description: ( <> - Squiggle is in a small Rescript / Javascript library. It can be used wherever Rescript and Javascript are available. - - ), - }, - { - title: 'Fast', - description: ( - <> - Squiggle tries to get as far as it can without resorting to Monte Carlo simulation, but does so when necessary. + Squiggle tries to get as far as it can without resorting to Monte Carlo + simulation, but does so when necessary. ), }, ]; -function Feature({Svg, title, description}) { +function Feature({ Svg, title, description }) { return ( -
+

{title}

{description}

diff --git a/packages/website/src/components/SquiggleEditor.jsx b/packages/website/src/components/SquiggleEditor.jsx index 7d69ff21..1bcd9b54 100644 --- a/packages/website/src/components/SquiggleEditor.jsx +++ b/packages/website/src/components/SquiggleEditor.jsx @@ -1,11 +1,11 @@ -import BrowserOnly from '@docusaurus/BrowserOnly'; +import BrowserOnly from "@docusaurus/BrowserOnly"; export function SquiggleEditor(props) { return ( Loading...
}> {() => { const LibComponent = - require('@quri/squiggle-components').SquiggleEditor; + require("@quri/squiggle-components").SquiggleEditor; return ; }} diff --git a/packages/website/src/components/SquigglePlayground.jsx b/packages/website/src/components/SquigglePlayground.jsx new file mode 100644 index 00000000..4d46e7ea --- /dev/null +++ b/packages/website/src/components/SquigglePlayground.jsx @@ -0,0 +1,13 @@ +import BrowserOnly from "@docusaurus/BrowserOnly"; + +export function SquigglePlayground(props) { + return ( + Loading...
}> + {() => { + const LibComponent = + require("@quri/squiggle-components").SquigglePlayground; + return ; + }} + + ); +} diff --git a/packages/website/src/css/custom.css b/packages/website/src/css/custom.css index 034bb16c..02c5ff6b 100644 --- a/packages/website/src/css/custom.css +++ b/packages/website/src/css/custom.css @@ -17,7 +17,7 @@ } /* For readability concerns, you should choose a lighter palette in dark mode. */ -html[data-theme='dark'] { +html[data-theme="dark"] { --ifm-color-primary: #25c2a0; --ifm-color-primary-dark: #21af90; --ifm-color-primary-darker: #1fa588; @@ -34,6 +34,6 @@ html[data-theme='dark'] { padding: 0 var(--ifm-pre-padding); } -html[data-theme='dark'] .docusaurus-highlight-code-line { +html[data-theme="dark"] .docusaurus-highlight-code-line { background-color: rgba(0, 0, 0, 0.3); } diff --git a/packages/website/src/pages/index.js b/packages/website/src/pages/index.js index d1bd7e3b..452c7ef0 100644 --- a/packages/website/src/pages/index.js +++ b/packages/website/src/pages/index.js @@ -1,31 +1,31 @@ -import React from 'react'; -import clsx from 'clsx'; -import Layout from '@theme/Layout'; -import Link from '@docusaurus/Link'; -import useDocusaurusContext from '@docusaurus/useDocusaurusContext'; -import styles from './index.module.css'; -import HomepageFeatures from '../components/HomepageFeatures'; +import React from "react"; +import clsx from "clsx"; +import Layout from "@theme/Layout"; +import Link from "@docusaurus/Link"; +import useDocusaurusContext from "@docusaurus/useDocusaurusContext"; +import styles from "./index.module.css"; +import HomepageFeatures from "../components/HomepageFeatures"; function HomepageHeader() { - const {siteConfig} = useDocusaurusContext(); + const { siteConfig } = useDocusaurusContext(); return ( -
+

{siteConfig.title}

{siteConfig.tagline}

-
-
+
); } export default function Home() { - const {siteConfig} = useDocusaurusContext(); + const { siteConfig } = useDocusaurusContext(); return ( + description="Description will go into a meta tag in " + >
diff --git a/packages/website/src/pages/playground.js b/packages/website/src/pages/playground.js new file mode 100644 index 00000000..4f36e4c3 --- /dev/null +++ b/packages/website/src/pages/playground.js @@ -0,0 +1,17 @@ +import React from "react"; +import Layout from "@theme/Layout"; +import { SquigglePlayground } from "../components/SquigglePlayground"; + +export default function PlaygroundPage() { + return ( + +
+ +
+
+ ); +} diff --git a/packages/website/yarn.lock b/packages/website/yarn.lock deleted file mode 100644 index f905ff9c..00000000 --- a/packages/website/yarn.lock +++ /dev/null @@ -1,7892 +0,0 @@ -# THIS IS AN AUTOGENERATED FILE. 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version "6.4.21" - resolved "https://registry.yarnpkg.com/@storybook/addon-backgrounds/-/addon-backgrounds-6.4.21.tgz#872a5a0232318dd5414cc929b4562d9a454c8333" - integrity sha512-W7FTIBdztuj3zwQX6c+YdnQQqqk5JrWGJ+OwMIRusG7uPOLeADLVHNwC19avytWuK5xsioawzsj7ZB/Od+z9aA== +"@storybook/addon-backgrounds@6.4.22": + version "6.4.22" + resolved "https://registry.yarnpkg.com/@storybook/addon-backgrounds/-/addon-backgrounds-6.4.22.tgz#5d9dbff051eefc1ca6e6c7973c01d17fbef4c2f5" + integrity sha512-xQIV1SsjjRXP7P5tUoGKv+pul1EY8lsV7iBXQb5eGbp4AffBj3qoYBSZbX4uiazl21o0MQiQoeIhhaPVaFIIGg== dependencies: - "@storybook/addons" "6.4.21" - "@storybook/api" "6.4.21" - "@storybook/client-logger" "6.4.21" - "@storybook/components" "6.4.21" - "@storybook/core-events" "6.4.21" + "@storybook/addons" "6.4.22" + "@storybook/api" "6.4.22" + "@storybook/client-logger" "6.4.22" + "@storybook/components" "6.4.22" + "@storybook/core-events" "6.4.22" "@storybook/csf" "0.0.2--canary.87bc651.0" - "@storybook/theming" "6.4.21" + "@storybook/theming" "6.4.22" core-js "^3.8.2" global "^4.4.0" memoizerific "^1.11.3" @@ -2457,28 +2496,28 @@ ts-dedent "^2.0.0" util-deprecate "^1.0.2" -"@storybook/addon-controls@6.4.21": - version "6.4.21" - resolved "https://registry.yarnpkg.com/@storybook/addon-controls/-/addon-controls-6.4.21.tgz#72c43c75a1bf9a2379aac07d733067d897939fc6" - integrity sha512-lrBmFB/Zog41rIKOohYXmA6yjeust5AtO+ZK02iqQZVCSMfYF9FXN7XRsnd0wv4WbFgPtQbLyWRWerb+IPOvBw== +"@storybook/addon-controls@6.4.22": + version "6.4.22" + resolved "https://registry.yarnpkg.com/@storybook/addon-controls/-/addon-controls-6.4.22.tgz#42c7f426eb7ba6d335e8e14369d6d13401878665" + integrity sha512-f/M/W+7UTEUnr/L6scBMvksq+ZA8GTfh3bomE5FtWyOyaFppq9k8daKAvdYNlzXAOrUUsoZVJDgpb20Z2VBiSQ== dependencies: - "@storybook/addons" "6.4.21" - "@storybook/api" "6.4.21" - "@storybook/client-logger" "6.4.21" - "@storybook/components" "6.4.21" - "@storybook/core-common" "6.4.21" + "@storybook/addons" "6.4.22" + "@storybook/api" "6.4.22" + "@storybook/client-logger" "6.4.22" + "@storybook/components" "6.4.22" + "@storybook/core-common" "6.4.22" "@storybook/csf" "0.0.2--canary.87bc651.0" - "@storybook/node-logger" "6.4.21" - "@storybook/store" "6.4.21" - 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integrity sha512-zflvls11DCy+dQWzTW2dzuilv8Z5X/pjfmZOWba6TNIVDm+2UDaJmXSOXlasHKfNBs8oo3M0aT50fDEWfKZjXg== + version "2.6.4" + resolved "https://registry.yarnpkg.com/async/-/async-2.6.4.tgz#706b7ff6084664cd7eae713f6f965433b5504221" + integrity sha512-mzo5dfJYwAn29PeiJ0zvwTo04zj8HDJj0Mn8TD7sno7q12prdbnasKJHhkm2c1LgrhlJ0teaea8860oxi51mGA== dependencies: lodash "^4.17.14" @@ -5957,9 +6017,9 @@ caniuse-api@^3.0.0: lodash.uniq "^4.5.0" caniuse-lite@^1.0.0, caniuse-lite@^1.0.30001109, caniuse-lite@^1.0.30001317: - version "1.0.30001327" - resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001327.tgz#c1546d7d7bb66506f0ccdad6a7d07fc6d668c858" - integrity sha512-1/Cg4jlD9qjZzhbzkzEaAC2JHsP0WrOc8Rd/3a3LuajGzGWR/hD7TVyvq99VqmTy99eVh8Zkmdq213OgvgXx7w== + version "1.0.30001332" + resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001332.tgz#39476d3aa8d83ea76359c70302eafdd4a1d727dd" + integrity sha512-10T30NYOEQtN6C11YGg411yebhvpnC6Z102+B95eAsN0oB6KUs01ivE8u+G6FMIRtIrVlYXhL+LUwQ3/hXwDWw== capture-exit@^2.0.0: version "2.0.0" @@ -6212,13 +6272,13 @@ cli-boxes@^3.0.0: integrity sha512-/lzGpEWL/8PfI0BmBOPRwp0c/wFNX1RdUML3jK/RcSBA9T8mZDdQpqYBKtCFTOfQbwPqWEOpjqW+Fnayc0969g== cli-table3@^0.6.1: - version "0.6.1" - resolved "https://registry.yarnpkg.com/cli-table3/-/cli-table3-0.6.1.tgz#36ce9b7af4847f288d3cdd081fbd09bf7bd237b8" - integrity sha512-w0q/enDHhPLq44ovMGdQeeDLvwxwavsJX7oQGYt/LrBlYsyaxyDnp6z3QzFut/6kLLKnlcUVJLrpB7KBfgG/RA== + version "0.6.2" + resolved "https://registry.yarnpkg.com/cli-table3/-/cli-table3-0.6.2.tgz#aaf5df9d8b5bf12634dc8b3040806a0c07120d2a" + integrity sha512-QyavHCaIC80cMivimWu4aWHilIpiDpfm3hGmqAmXVL1UsnbLuBSMd21hTX6VY4ZSDSM73ESLeF8TOYId3rBTbw== dependencies: string-width "^4.2.0" optionalDependencies: - colors "1.4.0" + "@colors/colors" "1.5.0" cliui@^7.0.2: version "7.0.4" @@ -6336,11 +6396,6 @@ colorette@^2.0.10, colorette@^2.0.14: resolved "https://registry.yarnpkg.com/colorette/-/colorette-2.0.16.tgz#713b9af84fdb000139f04546bd4a93f62a5085da" integrity sha512-hUewv7oMjCp+wkBv5Rm0v87eJhq4woh5rSR+42YSQJKecCqgIqNkZ6lAlQms/BwHPJA5NKMRlpxPRv0n8HQW6g== -colors@1.4.0: - version "1.4.0" - resolved "https://registry.yarnpkg.com/colors/-/colors-1.4.0.tgz#c50491479d4c1bdaed2c9ced32cf7c7dc2360f78" - integrity sha512-a+UqTh4kgZg/SlGvfbzDHpgRu7AAQOmmqRHJnxhRZICKFUT91brVhNNt58CMWU9PsBbv3PDCZUHbVxuDiH2mtA== - combine-promises@^1.1.0: version "1.1.0" resolved "https://registry.yarnpkg.com/combine-promises/-/combine-promises-1.1.0.tgz#72db90743c0ca7aab7d0d8d2052fd7b0f674de71" @@ -6383,7 +6438,7 @@ commander@^6.2.1: resolved "https://registry.yarnpkg.com/commander/-/commander-6.2.1.tgz#0792eb682dfbc325999bb2b84fddddba110ac73c" integrity sha512-U7VdrJFnJgo4xjrHpTzu0yrHPGImdsmD95ZlgYSEajAn2JKzDhDTPG9kBTefmObL2w/ngeZnilk+OV9CG3d7UA== -commander@^8.3.0: +commander@^8.0.0, commander@^8.3.0: version "8.3.0" resolved "https://registry.yarnpkg.com/commander/-/commander-8.3.0.tgz#4837ea1b2da67b9c616a67afbb0fafee567bca66" integrity sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww== @@ -6404,9 +6459,9 @@ commondir@^1.0.1: integrity sha1-3dgA2gxmEnOTzKWVDqloo6rxJTs= complex.js@^2.1.0: - version "2.1.0" - resolved "https://registry.yarnpkg.com/complex.js/-/complex.js-2.1.0.tgz#211258e271345213c6f004c0ea90a34eb1e0c753" - integrity sha512-RdcrDz7YynXp/YXGwXIZ4MtmxXXniT5WmLFRX93cuXUX+0geWAqB8l1BoLXF+3BkzviVzHlpw27P9ow7MvlcmA== + version "2.1.1" + resolved "https://registry.yarnpkg.com/complex.js/-/complex.js-2.1.1.tgz#0675dac8e464ec431fb2ab7d30f41d889fb25c31" + integrity sha512-8njCHOTtFFLtegk6zQo0kkVX1rngygb/KQI6z1qZxlFI3scluC+LVTCFbrkWjBv4vvLlbQ9t88IPMC6k95VTTg== component-emitter@^1.2.1: version "1.3.0" @@ -7023,9 +7078,9 @@ cyclist@^1.0.1: integrity sha1-WW6WmP0MgOEgOMK4LW6xs1tiJNk= "d3-array@1 - 3", "d3-array@2 - 3", "d3-array@2.10.0 - 3", "d3-array@2.5.0 - 3", d3-array@^3.1.1: - version "3.1.5" - resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-3.1.5.tgz#ba8a09fc50aee6c02c3ca2a97c485b9ce68a8e34" - integrity sha512-Rs6syGyepVjAYXWvhiFiVWUM8l4B/0p33tvlS+eXCVOaFrbz1dU7t+T16SJx/frnaLMXmFmKoXg/5aUVXxmMKQ== + version "3.1.6" + resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-3.1.6.tgz#0342c835925826f49b4d16eb7027aec334ffc97d" + integrity sha512-DCbBBNuKOeiR9h04ySRBMW52TFVc91O9wJziuyXw6Ztmy8D3oZbmCkOO3UHKC7ceNJsN2Mavo9+vwV8EAEUXzA== dependencies: internmap "1 - 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version "7.0.0" - resolved "https://registry.yarnpkg.com/eslint-config-react-app/-/eslint-config-react-app-7.0.0.tgz#0fa96d5ec1dfb99c029b1554362ab3fa1c3757df" - integrity sha512-xyymoxtIt1EOsSaGag+/jmcywRuieQoA2JbPCjnw9HukFj9/97aGPoZVFioaotzk1K5Qt9sHO5EutZbkrAXS0g== +eslint-config-react-app@^7.0.1: + version "7.0.1" + resolved "https://registry.yarnpkg.com/eslint-config-react-app/-/eslint-config-react-app-7.0.1.tgz#73ba3929978001c5c86274c017ea57eb5fa644b4" + integrity sha512-K6rNzvkIeHaTd8m/QEh1Zko0KI7BACWkkneSs6s9cKZC/J27X3eZR6Upt1jkmZ/4FK+XUOPPxMEN7+lbUXfSlA== dependencies: "@babel/core" "^7.16.0" "@babel/eslint-parser" "^7.16.3" @@ -8032,9 +8094,9 @@ eslint-plugin-react@^7.27.1: string.prototype.matchall "^4.0.6" eslint-plugin-testing-library@^5.0.1: - version "5.2.1" - resolved "https://registry.yarnpkg.com/eslint-plugin-testing-library/-/eslint-plugin-testing-library-5.2.1.tgz#3f89cd28ade81329a11584e0bbea129bede01619" - integrity sha512-88qJv6uzYALtiYJDzhelP3ov0Px/GLgnu+UekjjDxL2nMyvgdTyboKqcDBsvFPmAeizlCoSWOjeBN4DxO0BxaA== + version "5.3.1" + resolved "https://registry.yarnpkg.com/eslint-plugin-testing-library/-/eslint-plugin-testing-library-5.3.1.tgz#7638ee79cc86fd8bb57d671af35a1cbaa77e9548" + integrity sha512-OfF4dlG/q6ck6DL3P8Z0FPdK0dU5K57gsBu7eUcaVbwYKaNzjgejnXiM9CCUevppORkvfek+9D3Uj/9ZZ8Vz8g== dependencies: "@typescript-eslint/utils" "^5.13.0" @@ -9260,6 +9322,19 @@ hast-util-from-parse5@^6.0.0: vfile-location "^3.2.0" web-namespaces "^1.0.0" +hast-util-is-element@2.1.2: + version "2.1.2" + resolved "https://registry.yarnpkg.com/hast-util-is-element/-/hast-util-is-element-2.1.2.tgz#fc0b0dc7cef3895e839b8d66979d57b0338c68f3" + integrity sha512-thjnlGAnwP8ef/GSO1Q8BfVk2gundnc2peGQqEg2kUt/IqesiGg/5mSwN2fE7nLzy61pg88NG6xV+UrGOrx9EA== + dependencies: + "@types/hast" "^2.0.0" + "@types/unist" "^2.0.0" + +hast-util-is-element@^1.0.0: + version "1.1.0" + resolved "https://registry.yarnpkg.com/hast-util-is-element/-/hast-util-is-element-1.1.0.tgz#3b3ed5159a2707c6137b48637fbfe068e175a425" + integrity sha512-oUmNua0bFbdrD/ELDSSEadRVtWZOf3iF6Lbv81naqsIV99RnSCieTbWuWCY8BAeEfKJTKl0gRdokv+dELutHGQ== + hast-util-parse-selector@^2.0.0: version "2.2.5" resolved "https://registry.yarnpkg.com/hast-util-parse-selector/-/hast-util-parse-selector-2.2.5.tgz#d57c23f4da16ae3c63b3b6ca4616683313499c3a" @@ -9292,6 +9367,15 @@ hast-util-to-parse5@^6.0.0: xtend "^4.0.0" zwitch "^1.0.0" +hast-util-to-text@^2.0.0: + version "2.0.1" + resolved "https://registry.yarnpkg.com/hast-util-to-text/-/hast-util-to-text-2.0.1.tgz#04f2e065642a0edb08341976084aa217624a0f8b" + integrity sha512-8nsgCARfs6VkwH2jJU9b8LNTuR4700na+0h3PqCaEk4MAnMDeu5P0tP8mjk9LLNGxIeQRLbiDbZVw6rku+pYsQ== + dependencies: + hast-util-is-element "^1.0.0" + repeat-string "^1.0.0" + unist-util-find-after "^3.0.0" + hastscript@^5.0.0: version "5.1.2" resolved "https://registry.yarnpkg.com/hastscript/-/hastscript-5.1.2.tgz#bde2c2e56d04c62dd24e8c5df288d050a355fb8a" @@ -9568,9 +9652,9 @@ https-browserify@^1.0.0: integrity sha1-7AbBDgo0wPL68Zn3/X/Hj//QPHM= https-proxy-agent@^5.0.0: - version "5.0.0" - resolved "https://registry.yarnpkg.com/https-proxy-agent/-/https-proxy-agent-5.0.0.tgz#e2a90542abb68a762e0a0850f6c9edadfd8506b2" - integrity sha512-EkYm5BcKUGiduxzSt3Eppko+PiNWNEpa4ySk9vTC6wDsQJW9rHSa+UhGNJoRYp7bz6Ht1eaRIa6QaJqO5rCFbA== + version "5.0.1" + resolved "https://registry.yarnpkg.com/https-proxy-agent/-/https-proxy-agent-5.0.1.tgz#c59ef224a04fe8b754f3db0063a25ea30d0005d6" + integrity sha512-dFcAjpTQFgoLMzC2VwU+C/CbS7uRL0lWmxDITmqm7C+7F0Odmj6s9l6alZc6AELXhrnggM2CeWSXHGOdX2YtwA== dependencies: agent-base "6" debug "4" @@ -10108,7 +10192,7 @@ is-set@^2.0.2: resolved "https://registry.yarnpkg.com/is-set/-/is-set-2.0.2.tgz#90755fa4c2562dc1c5d4024760d6119b94ca18ec" integrity sha512-+2cnTEZeY5z/iXGbLhPrOAaK/Mau5k5eXq9j14CpRTftq0pAJu2MwVRSZhyZWBzx3o6X795Lz6Bpb6R0GKf37g== -is-shared-array-buffer@^1.0.1: +is-shared-array-buffer@^1.0.2: version "1.0.2" resolved "https://registry.yarnpkg.com/is-shared-array-buffer/-/is-shared-array-buffer-1.0.2.tgz#8f259c573b60b6a32d4058a1a07430c0a7344c79" integrity sha512-sqN2UDu1/0y6uvXyStCOzyhAjCSlHceFoMKJW8W9EU9cvic/QdsZ0kEU93HEy3IUEFZIiH/3w+AH/UQbPHNdhA== @@ -10950,6 +11034,13 @@ junk@^3.1.0: resolved "https://registry.yarnpkg.com/junk/-/junk-3.1.0.tgz#31499098d902b7e98c5d9b9c80f43457a88abfa1" integrity sha512-pBxcB3LFc8QVgdggvZWyeys+hnrNWg4OcZIU/1X59k5jQdLBlCsYGRQaz234SqoRLTCgMH00fY0xRJH+F9METQ== +katex@^0.13.0: + version "0.13.24" + resolved "https://registry.yarnpkg.com/katex/-/katex-0.13.24.tgz#fe55455eb455698cb24b911a353d16a3c855d905" + integrity sha512-jZxYuKCma3VS5UuxOx/rFV1QyGSl3Uy/i0kTJF3HgQ5xMinCQVF8Zd4bMY/9aI9b9A2pjIBOsjSSm68ykTAr8w== + dependencies: + commander "^8.0.0" + keyv@^3.0.0: version "3.1.0" resolved "https://registry.yarnpkg.com/keyv/-/keyv-3.1.0.tgz#ecc228486f69991e49e9476485a5be1e8fc5c4d9" @@ -11065,9 +11156,9 @@ loader-runner@^2.4.0: integrity sha512-Jsmr89RcXGIwivFY21FcRrisYZfvLMTWx5kOLc+JTxtpBOG6xML0vzbc6SEQG2FO9/4Fc3wW4LVcB5DmGflaRw== loader-runner@^4.2.0: - 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version "2.0.2" - resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.2.tgz#7139fe71e2f4f11b47d4d2986aaf8c48699e0c01" - integrity sha512-XxYDdcQ6eKqp/YjI+tb2C5WM2LgjnZrfYg4vgQt49EK268b6gYCHsBLrK2qvJo4FmCtqmKezb0WZFK4fkrZNsg== + version "2.0.3" + resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.3.tgz#225ee7488e4a5e636da8da52854844f9d716ca96" + integrity sha512-maHFz6OLqYxz+VQyCAtA3PTX4UP/53pa05fyDNc9CwjvJ0yEh6+xBwKsgCxMNhS8taUKBFYxfuiaD9U/55iFaw== normalize-package-data@^2.5.0: version "2.5.0" @@ -12019,10 +12105,10 @@ object-copy@^0.1.0: define-property "^0.2.5" kind-of "^3.0.3" -object-hash@^2.2.0: - version "2.2.0" - resolved "https://registry.yarnpkg.com/object-hash/-/object-hash-2.2.0.tgz#5ad518581eefc443bd763472b8ff2e9c2c0d54a5" - integrity sha512-gScRMn0bS5fH+IuwyIFgnh9zBdo4DV+6GhygmWM9HyNJSgS0hScp1f5vjtm7oIIOiT9trXrShAkLFSc2IqKNgw== +object-hash@^3.0.0: + version "3.0.0" + resolved "https://registry.yarnpkg.com/object-hash/-/object-hash-3.0.0.tgz#73f97f753e7baffc0e2cc9d6e079079744ac82e9" + integrity sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw== object-inspect@^1.12.0, object-inspect@^1.9.0: version "1.12.0" @@ -12836,7 +12922,7 @@ postcss-lab-function@^4.1.2: "@csstools/postcss-progressive-custom-properties" "^1.1.0" postcss-value-parser "^4.2.0" -postcss-load-config@^3.1.0: +postcss-load-config@^3.1.4: version "3.1.4" resolved "https://registry.yarnpkg.com/postcss-load-config/-/postcss-load-config-3.1.4.tgz#1ab2571faf84bb078877e1d07905eabe9ebda855" integrity sha512-6DiM4E7v4coTE4uzA8U//WhtPwyhiim3eyjEMFCnUpzbrkK9wJHgKDT2mR+HbtSrd/NubVaYTOpSpjUl8NQeRg== @@ -13247,7 +13333,7 @@ postcss@^7.0.14, postcss@^7.0.26, postcss@^7.0.32, postcss@^7.0.35, postcss@^7.0 picocolors "^0.2.1" source-map "^0.6.1" -postcss@^8.2.15, postcss@^8.3.11, postcss@^8.3.5, postcss@^8.4.12, postcss@^8.4.4, postcss@^8.4.6, postcss@^8.4.7: +postcss@^8.2.15, postcss@^8.3.11, postcss@^8.3.5, postcss@^8.4.12, postcss@^8.4.4, postcss@^8.4.7: version "8.4.12" resolved "https://registry.yarnpkg.com/postcss/-/postcss-8.4.12.tgz#1e7de78733b28970fa4743f7da6f3763648b1905" integrity sha512-lg6eITwYe9v6Hr5CncVbK70SoioNQIq81nsaG86ev5hAidQvmOeETBqs7jm43K2F5/Ley3ytDtriImV6TpNiSg== @@ -13536,6 +13622,11 @@ quick-lru@^5.1.1: resolved "https://registry.yarnpkg.com/quick-lru/-/quick-lru-5.1.1.tgz#366493e6b3e42a3a6885e2e99d18f80fb7a8c932" integrity sha512-WuyALRjWPDGtt/wzJiadO5AXY+8hZ80hVpe6MyivgraREW751X3SbhRvG3eLKOYN+8VEvqLcf3wdnt44Z4S4SA== +raf-schd@^4.0.2: + version "4.0.3" + resolved "https://registry.yarnpkg.com/raf-schd/-/raf-schd-4.0.3.tgz#5d6c34ef46f8b2a0e880a8fcdb743efc5bfdbc1a" + integrity sha512-tQkJl2GRWh83ui2DiPTJz9wEiMN20syf+5oKfB03yYP7ioZcJwsIK8FjrtLwH1m7C7e+Tt2yYBlrOpdT+dyeIQ== + raf@^3.4.1: version "3.4.1" resolved "https://registry.yarnpkg.com/raf/-/raf-3.4.1.tgz#0742e99a4a6552f445d73e3ee0328af0ff1ede39" @@ -13778,9 +13869,9 @@ rc-pagination@~3.1.9: classnames "^2.2.1" rc-picker@~2.6.4: - version "2.6.5" - resolved "https://registry.yarnpkg.com/rc-picker/-/rc-picker-2.6.5.tgz#a7cf8eb0723ec81e379c784c4b798b7fe076dd8c" - integrity sha512-4pcg0PgEz4YXBfdwMuHIKaRWaADm3k3g0NtoPIgeGM+VVeOBdUowTx0YSXnT8mQEXcE9lWXX+ZX3biAzQwDM1w== + version "2.6.7" + resolved "https://registry.yarnpkg.com/rc-picker/-/rc-picker-2.6.7.tgz#bdde4156e219ef36b0006b7d4d72020373f21229" + integrity sha512-+P2Grt0r2kmCkw2XTp9ew3zTCwBCFEOQLd5BYs+hFaGDSSZwEWJtlbGXAGqWnAUMFx6JrCsKYkDKXDxAWlRz3A== dependencies: "@babel/runtime" "^7.10.1" classnames "^2.2.1" @@ -13833,9 +13924,9 @@ rc-select@~14.0.0-alpha.23, rc-select@~14.0.0-alpha.8, rc-select@~14.0.2: rc-virtual-list "^3.2.0" rc-slider@~10.0.0-alpha.4: - version "10.0.0-alpha.6" - resolved "https://registry.yarnpkg.com/rc-slider/-/rc-slider-10.0.0-alpha.6.tgz#d1f0098a2044a0063c912d049a1309e3357404d6" - integrity sha512-4tMChJ3lzX0qlttcXqJ2xecQ+CmZYPXJGDOvPnIS5YWsiSl452vt377/l8A1ZnwjwKAAy2V6nrOXNdqPP2Tq7w== + version "10.0.0" + resolved "https://registry.yarnpkg.com/rc-slider/-/rc-slider-10.0.0.tgz#8ffe1dd3c8799c9d1f81ac808976f18af3dca206" + integrity sha512-Bk54UIKWW4wyhHcL8ehAxt+wX+n69dscnHTX6Uv0FMxSke/TGrlkZz1LSIWblCpfE2zr/dwR2Ca8nZGk3U+Tbg== dependencies: "@babel/runtime" "^7.10.1" classnames "^2.2.5" @@ -13926,9 +14017,9 @@ rc-tree@~5.4.3: rc-virtual-list "^3.4.2" rc-trigger@^5.0.0, rc-trigger@^5.0.4, rc-trigger@^5.1.2, rc-trigger@^5.2.10: - version "5.2.12" - resolved "https://registry.yarnpkg.com/rc-trigger/-/rc-trigger-5.2.12.tgz#023728bf2e31a3bdd07bdca016e0991aae98e504" - integrity sha512-+rymZRe23f2imQwuelWqWSKj3tAnlDbjEU8yjKzW5zh8AlChJ/brda7Qg3FQ4f2jcAquL7phVOwq5BZp2PdhAg== + version "5.2.15" + resolved "https://registry.yarnpkg.com/rc-trigger/-/rc-trigger-5.2.15.tgz#f6bfed418e602513cc3e07853ddaf37e5c5339f4" + integrity sha512-VxZWqCObtUOzs9V9Be0dDA2JGchriDpvQaJpsCI2EQ4+KWHIvjFz6Ziina4uxK5drRsn0RnBi7nngmTl9j/F7Q== dependencies: "@babel/runtime" "^7.11.2" classnames "^2.2.6" @@ -13946,9 +14037,9 @@ rc-upload@~4.3.0: rc-util "^5.2.0" rc-util@^5.0.1, rc-util@^5.0.6, rc-util@^5.12.0, rc-util@^5.14.0, rc-util@^5.15.0, rc-util@^5.16.1, rc-util@^5.17.0, rc-util@^5.18.1, rc-util@^5.19.2, rc-util@^5.19.3, rc-util@^5.2.0, rc-util@^5.2.1, rc-util@^5.3.0, rc-util@^5.4.0, rc-util@^5.5.0, rc-util@^5.6.1, rc-util@^5.7.0, rc-util@^5.8.0, rc-util@^5.9.4, rc-util@^5.9.8: - version "5.19.6" - resolved "https://registry.yarnpkg.com/rc-util/-/rc-util-5.19.6.tgz#76d714fd116d22bc5fd7421939589e27c1dfad19" - integrity sha512-/xJ8UtpbuJj7+2ftxVQM6gUzLY+Towq4iB6sP6/2hhn6mwWNLij2I+1qOkLv75I1jqWKpS+gU8A2EmbfLtGxNg== + version "5.20.1" + resolved "https://registry.yarnpkg.com/rc-util/-/rc-util-5.20.1.tgz#323590df56175f60b1a67d2ba76f04c3c2cb84cd" + integrity sha512-2IEyErPAYl0Up5gBu71e8IkOs+/SL9XRUvnGhtsr7IHlXLx2OsbQKTDpWacJbzLCmNcgJylDGj1kiklx+zagRA== dependencies: "@babel/runtime" "^7.12.5" react-is "^16.12.0" @@ -13973,12 +14064,12 @@ rc@^1.2.8: minimist "^1.2.0" strip-json-comments "~2.0.1" -react-ace@9.5.0: - version "9.5.0" - resolved "https://registry.yarnpkg.com/react-ace/-/react-ace-9.5.0.tgz#b6c32b70d404dd821a7e01accc2d76da667ff1f7" - integrity sha512-4l5FgwGh6K7A0yWVMQlPIXDItM4Q9zzXRqOae8KkCl6MkOob7sC1CzHxZdOGvV+QioKWbX2p5HcdOVUv6cAdSg== +react-ace@10.0.0: + version "10.0.0" + resolved "https://registry.yarnpkg.com/react-ace/-/react-ace-10.0.0.tgz#1760e302604cff35ba40963db43eb027513b6572" + integrity sha512-AUoA2OsKOCv8fXLqcFM232dF/Z8w14bwPUZ9z5I2zjBfqfZOZLqxnhXN+qKL6VrQXs1DLUvalGOuM5TABAFOCA== dependencies: - ace-builds "^1.4.13" + ace-builds "^1.4.14" diff-match-patch "^1.0.5" lodash.get "^4.4.2" lodash.isequal "^4.5.0" @@ -14018,10 +14109,10 @@ react-colorful@^5.1.2: resolved "https://registry.yarnpkg.com/react-colorful/-/react-colorful-5.5.1.tgz#29d9c4e496f2ca784dd2bb5053a3a4340cfaf784" integrity sha512-M1TJH2X3RXEt12sWkpa6hLc/bbYS0H6F4rIqjQZ+RxNBstpY67d9TrFXtqdZwhpmBXcCwEi7stKqFue3ZRkiOg== -react-dev-utils@^12.0.0: - version "12.0.0" - resolved "https://registry.yarnpkg.com/react-dev-utils/-/react-dev-utils-12.0.0.tgz#4eab12cdb95692a077616770b5988f0adf806526" - integrity sha512-xBQkitdxozPxt1YZ9O1097EJiVpwHr9FoAuEVURCKV0Av8NBERovJauzP7bo1ThvuhZ4shsQ1AJiu4vQpoT1AQ== +react-dev-utils@^12.0.0, react-dev-utils@^12.0.1: + version "12.0.1" + resolved "https://registry.yarnpkg.com/react-dev-utils/-/react-dev-utils-12.0.1.tgz#ba92edb4a1f379bd46ccd6bcd4e7bc398df33e73" + integrity sha512-84Ivxmr17KjUupyqzFode6xKhjwuEJDROWKJy/BthkL7Wn6NJ8h4WE6k/exAv6ImS+0oZLRRW5j/aINMHyeGeQ== dependencies: "@babel/code-frame" "^7.16.0" address "^1.1.2" @@ -14042,7 +14133,7 @@ react-dev-utils@^12.0.0: open "^8.4.0" pkg-up "^3.1.0" prompts "^2.4.2" - react-error-overlay "^6.0.10" + react-error-overlay "^6.0.11" recursive-readdir "^2.2.2" shell-quote "^1.7.3" strip-ansi "^6.0.1" @@ -14094,10 +14185,10 @@ react-element-to-jsx-string@^14.3.4: is-plain-object "5.0.0" react-is "17.0.2" -react-error-overlay@^6.0.10: - version "6.0.10" - resolved "https://registry.yarnpkg.com/react-error-overlay/-/react-error-overlay-6.0.10.tgz#0fe26db4fa85d9dbb8624729580e90e7159a59a6" - integrity sha512-mKR90fX7Pm5seCOfz8q9F+66VCc1PGsWSBxKbITjfKVQHMNF2zudxHnMdJiB1fRCb+XsbQV9sO9DCkgsMQgBIA== +react-error-overlay@^6.0.11: + version "6.0.11" + resolved "https://registry.yarnpkg.com/react-error-overlay/-/react-error-overlay-6.0.11.tgz#92835de5841c5cf08ba00ddd2d677b6d17ff9adb" + integrity sha512-/6UZ2qgEyH2aqzYZgQPxEnz33NJ2gNsnHA2o5+o4wW9bLM/JYQitNP9xPhsXwC08hMMovfGe/8retsdDsczPRg== react-fast-compare@^3.0.1, react-fast-compare@^3.2.0: version "3.2.0" @@ -14105,9 +14196,9 @@ react-fast-compare@^3.0.1, react-fast-compare@^3.2.0: integrity sha512-rtGImPZ0YyLrscKI9xTpV8psd6I8VAtjKCzQDlzyDvqJA8XOW78TXYQwNRNd8g8JZnDu8q9Fu/1v4HPAVwVdHA== react-helmet-async@*, react-helmet-async@^1.0.7, react-helmet-async@^1.2.3: - version "1.2.3" - resolved "https://registry.yarnpkg.com/react-helmet-async/-/react-helmet-async-1.2.3.tgz#57326a69304ea3293036eafb49475e9ba454cb37" - integrity sha512-mCk2silF53Tq/YaYdkl2sB+/tDoPnaxN7dFS/6ZLJb/rhUY2EWGI5Xj2b4jHppScMqY45MbgPSwTxDchKpZ5Kw== + version "1.3.0" + resolved "https://registry.yarnpkg.com/react-helmet-async/-/react-helmet-async-1.3.0.tgz#7bd5bf8c5c69ea9f02f6083f14ce33ef545c222e" + integrity sha512-9jZ57/dAn9t3q6hneQS0wukqC2ENOBgMNVEhb/ZG9ZSxUetzVIw4iAmEU38IaVg3QGYauQPhSeUTuIUtFglWpg== dependencies: "@babel/runtime" "^7.12.5" invariant "^2.2.4" @@ -14229,10 +14320,10 @@ react-router@6.3.0, react-router@^6.0.0: dependencies: history "^5.2.0" -react-scripts@5.0.0: - version "5.0.0" - resolved "https://registry.yarnpkg.com/react-scripts/-/react-scripts-5.0.0.tgz#6547a6d7f8b64364ef95273767466cc577cb4b60" - integrity sha512-3i0L2CyIlROz7mxETEdfif6Sfhh9Lfpzi10CtcGs1emDQStmZfWjJbAIMtRD0opVUjQuFWqHZyRZ9PPzKCFxWg== +react-scripts@5.0.1: + version "5.0.1" + resolved "https://registry.yarnpkg.com/react-scripts/-/react-scripts-5.0.1.tgz#6285dbd65a8ba6e49ca8d651ce30645a6d980003" + integrity sha512-8VAmEm/ZAwQzJ+GOMLbBsTdDKOpuZh7RPs0UymvBR2vRk4iZWCskjbFnxqjrzoIvlNNRZ3QJFx6/qDSi6zSnaQ== dependencies: "@babel/core" "^7.16.0" "@pmmmwh/react-refresh-webpack-plugin" "^0.5.3" @@ -14250,7 +14341,7 @@ react-scripts@5.0.0: dotenv "^10.0.0" dotenv-expand "^5.1.0" eslint "^8.3.0" - eslint-config-react-app "^7.0.0" + eslint-config-react-app "^7.0.1" eslint-webpack-plugin "^3.1.1" file-loader "^6.2.0" fs-extra "^10.0.0" @@ -14267,7 +14358,7 @@ react-scripts@5.0.0: postcss-preset-env "^7.0.1" prompts "^2.4.2" react-app-polyfill "^3.0.0" - react-dev-utils "^12.0.0" + react-dev-utils "^12.0.1" react-refresh "^0.11.0" resolve "^1.20.0" resolve-url-loader "^4.0.0" @@ -14473,9 +14564,9 @@ regex-parser@^2.2.11: integrity sha512-jbD/FT0+9MBU2XAZluI7w2OBs1RBi6p9M83nkoZayQXXU9e8Robt69FcZc7wU4eJD/YFTjn1JdCk3rbMJajz8Q== regexp.prototype.flags@^1.4.1: - version "1.4.1" - resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.4.1.tgz#b3f4c0059af9e47eca9f3f660e51d81307e72307" - integrity sha512-pMR7hBVUUGI7PMA37m2ofIdQCsomVnas+Jn5UPGAHQ+/LlwKm/aTLJHdasmHRzlfeZwHiAOaRSo2rbBDm3nNUQ== + version "1.4.2" + resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.4.2.tgz#bf635117a2f4b755595ebb0c0ee2d2a49b2084db" + integrity sha512-Ynz8fTQW5/1elh+jWU2EDDzeoNbD0OQ0R+D1VJU5ATOkUaro4A9YEkdN2ODQl/8UQFPPpZNw91fOcLFamM7Pww== dependencies: call-bind "^1.0.2" define-properties "^1.1.3" @@ -14523,6 +14614,18 @@ regjsparser@^0.8.2: dependencies: jsesc "~0.5.0" +rehype-katex@^5: + version "5.0.0" + resolved "https://registry.yarnpkg.com/rehype-katex/-/rehype-katex-5.0.0.tgz#b556f24fde918f28ba1cb642ea71c7e82f3373d7" + integrity sha512-ksSuEKCql/IiIadOHiKRMjypva9BLhuwQNascMqaoGLDVd0k2NlE2wMvgZ3rpItzRKCd6vs8s7MFbb8pcR0AEg== + dependencies: + "@types/katex" "^0.11.0" + hast-util-to-text "^2.0.0" + katex "^0.13.0" + rehype-parse "^7.0.0" + unified "^9.0.0" + unist-util-visit "^2.0.0" + rehype-parse@^6.0.2: version "6.0.2" resolved "https://registry.yarnpkg.com/rehype-parse/-/rehype-parse-6.0.2.tgz#aeb3fdd68085f9f796f1d3137ae2b85a98406964" @@ -14532,6 +14635,14 @@ rehype-parse@^6.0.2: parse5 "^5.0.0" xtend "^4.0.0" +rehype-parse@^7.0.0: + version "7.0.1" + resolved "https://registry.yarnpkg.com/rehype-parse/-/rehype-parse-7.0.1.tgz#58900f6702b56767814afc2a9efa2d42b1c90c57" + integrity sha512-fOiR9a9xH+Le19i4fGzIEowAbwG7idy2Jzs4mOrFWBSJ0sNUgy0ev871dwWnbOo371SjgjG4pwzrbgSVrKxecw== + dependencies: + hast-util-from-parse5 "^6.0.0" + parse5 "^6.0.0" + relateurl@^0.2.7: version "0.2.7" resolved "https://registry.yarnpkg.com/relateurl/-/relateurl-0.2.7.tgz#54dbf377e51440aca90a4cd274600d3ff2d888a9" @@ -14571,6 +14682,11 @@ remark-footnotes@2.0.0: resolved "https://registry.yarnpkg.com/remark-footnotes/-/remark-footnotes-2.0.0.tgz#9001c4c2ffebba55695d2dd80ffb8b82f7e6303f" integrity sha512-3Clt8ZMH75Ayjp9q4CorNeyjwIxHFcTkaektplKGl2A1jNGEUey8cKL0ZC5vJwfcD5GFGsNLImLG/NGzWIzoMQ== +remark-math@^3: + version "3.0.1" + resolved "https://registry.yarnpkg.com/remark-math/-/remark-math-3.0.1.tgz#85a02a15b15cad34b89a27244d4887b3a95185bb" + integrity sha512-epT77R/HK0x7NqrWHdSV75uNLwn8g9qTyMqCRCDujL0vj/6T6+yhdrR7mjELWtkse+Fw02kijAaBuVcHBor1+Q== + remark-mdx@1.6.22: version "1.6.22" resolved "https://registry.yarnpkg.com/remark-mdx/-/remark-mdx-1.6.22.tgz#06a8dab07dcfdd57f3373af7f86bd0e992108bbd" @@ -14655,7 +14771,7 @@ repeat-element@^1.1.2: resolved "https://registry.yarnpkg.com/repeat-element/-/repeat-element-1.1.4.tgz#be681520847ab58c7568ac75fbfad28ed42d39e9" integrity sha512-LFiNfRcSu7KK3evMyYOuCzv3L10TW7yC1G2/+StMjK8Y6Vqd2MG7r/Qjw4ghtuCOjFvlnms/iMmLqpvW/ES/WQ== -repeat-string@^1.5.4, repeat-string@^1.6.1: +repeat-string@^1.0.0, repeat-string@^1.5.4, repeat-string@^1.6.1: version "1.6.1" resolved "https://registry.yarnpkg.com/repeat-string/-/repeat-string-1.6.1.tgz#8dcae470e1c88abc2d600fff4a776286da75e637" integrity sha1-jcrkcOHIirwtYA//Sndihtp15jc= @@ -15032,11 +15148,11 @@ semver@7.0.0: integrity sha512-+GB6zVA9LWh6zovYQLALHwv5rb2PHGlJi3lfiqIHxR0uuwCgefcOJc59v9fv1w8GbStwxuuqqAjI9NMAOOgq1A== semver@7.x, semver@^7.3.2, semver@^7.3.4, semver@^7.3.5: - 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chalk "^4.1.2" chokidar "^3.5.3" color-name "^1.1.4" - cosmiconfig "^7.0.1" detective "^5.2.0" didyoumean "^1.2.2" dlv "^1.1.3" fast-glob "^3.2.11" glob-parent "^6.0.2" is-glob "^4.0.3" + lilconfig "^2.0.5" normalize-path "^3.0.0" - object-hash "^2.2.0" - postcss "^8.4.6" + object-hash "^3.0.0" + picocolors "^1.0.0" + postcss "^8.4.12" postcss-js "^4.0.0" - postcss-load-config "^3.1.0" + postcss-load-config "^3.1.4" postcss-nested "5.0.6" - postcss-selector-parser "^6.0.9" + postcss-selector-parser "^6.0.10" postcss-value-parser "^4.2.0" quick-lru "^5.1.1" resolve "^1.22.0" @@ -16491,6 +16607,18 @@ unified@^8.4.2: trough "^1.0.0" vfile "^4.0.0" +unified@^9.0.0: + version "9.2.2" + resolved "https://registry.yarnpkg.com/unified/-/unified-9.2.2.tgz#67649a1abfc3ab85d2969502902775eb03146975" + integrity sha512-Sg7j110mtefBD+qunSLO1lqOEKdrwBFBrR6Qd8f4uwkhWNlbkaqwHse6e7QvD3AP/MNoJdEDLaf8OxYyoWgorQ== + dependencies: + bail "^1.0.0" + extend "^3.0.0" + is-buffer "^2.0.0" + is-plain-obj "^2.0.0" + trough "^1.0.0" + vfile "^4.0.0" + union-value@^1.0.0: version "1.0.1" resolved "https://registry.yarnpkg.com/union-value/-/union-value-1.0.1.tgz#0b6fe7b835aecda61c6ea4d4f02c14221e109847" @@ -16527,6 +16655,13 @@ unist-builder@2.0.3, unist-builder@^2.0.0: resolved "https://registry.yarnpkg.com/unist-builder/-/unist-builder-2.0.3.tgz#77648711b5d86af0942f334397a33c5e91516436" integrity sha512-f98yt5pnlMWlzP539tPc4grGMsFaQQlP/vM396b00jngsiINumNmsY8rkXjfoi1c6QaM8nQ3vaGDuoKWbe/1Uw== +unist-util-find-after@^3.0.0: + version "3.0.0" + resolved "https://registry.yarnpkg.com/unist-util-find-after/-/unist-util-find-after-3.0.0.tgz#5c65fcebf64d4f8f496db46fa8fd0fbf354b43e6" + integrity sha512-ojlBqfsBftYXExNu3+hHLfJQ/X1jYY/9vdm4yZWjIbf0VuWF6CRufci1ZyoD/wV2TYMKxXUoNuoqwy+CkgzAiQ== + dependencies: + unist-util-is "^4.0.0" + unist-util-generated@^1.0.0: version "1.1.6" resolved "https://registry.yarnpkg.com/unist-util-generated/-/unist-util-generated-1.1.6.tgz#5ab51f689e2992a472beb1b35f2ce7ff2f324d4b" @@ -17068,9 +17203,9 @@ vega-transforms@~4.10.0: vega-util "^1.16.1" vega-typings@~0.22.0: - version "0.22.2" - resolved "https://registry.yarnpkg.com/vega-typings/-/vega-typings-0.22.2.tgz#c5f5037680778664f5246c19a56e4cfffeb0d90b" - integrity sha512-op4bNiyS150V7gnuIdjwFYB1belYB8qnapqLQQ+ZBJQ+r7a+IbvXphEUf8AkBlOoGPN1ITNdhlIsq9WWiuxu8Q== + version "0.22.3" + resolved "https://registry.yarnpkg.com/vega-typings/-/vega-typings-0.22.3.tgz#f6c73b5ffcdb152539cfcc5ad240a413af579ba7" + integrity sha512-PREcya3nXT9Tk7xU0IhEpOLVTlqizNtKXV55NhI6ApBjJtqVYbJL7IBh2ckKxGBy3YeUQ37BQZl56UqqiYVWBw== dependencies: vega-event-selector "^3.0.0" vega-expression "^5.0.0" @@ -17490,7 +17625,7 @@ webpack@4: watchpack "^1.7.4" webpack-sources "^1.4.1" -webpack@^5.64.4, webpack@^5.70.0, webpack@^5.72.0, webpack@^5.9.0: +webpack@^5, webpack@^5.64.4, webpack@^5.70.0, webpack@^5.72.0, webpack@^5.9.0: version "5.72.0" resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.72.0.tgz#f8bc40d9c6bb489a4b7a8a685101d6022b8b6e28" integrity sha512-qmSmbspI0Qo5ld49htys8GY9XhS9CGqFoHTsOVAnjBdg0Zn79y135R+k4IR4rKK6+eKaabMhJwiVB7xw0SJu5w== @@ -17648,25 +17783,25 @@ wordwrap@^1.0.0: resolved "https://registry.yarnpkg.com/wordwrap/-/wordwrap-1.0.0.tgz#27584810891456a4171c8d0226441ade90cbcaeb" integrity sha1-J1hIEIkUVqQXHI0CJkQa3pDLyus= -workbox-background-sync@6.5.2: - 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