diff --git a/.github/workflows/extension-tests.yml b/.github/workflows/extension-tests.yml new file mode 100644 index 00000000..d6e46451 --- /dev/null +++ b/.github/workflows/extension-tests.yml @@ -0,0 +1,29 @@ +name: Explore Assistant Extension CI + +on: + push: + branches: + - '**' # This will run on pushes to any branch + +jobs: + test: + runs-on: ubuntu-latest + + strategy: + matrix: + node-version: [16.x, 18.x] + + steps: + - uses: actions/checkout@v3 + - name: Use Node.js ${{ matrix.node-version }} + uses: actions/setup-node@v3 + with: + node-version: ${{ matrix.node-version }} + - name: Change to project directory + run: cd explore-assistant-extension + - name: Install dependencies + working-directory: ./explore-assistant-extension + run: npm ci + - name: Run Unit tests + working-directory: ./explore-assistant-extension + run: npm test tests/unit_tests \ No newline at end of file diff --git a/explore-assistant-extension/jest-raw-loader.js b/explore-assistant-extension/jest-raw-loader.js new file mode 100644 index 00000000..07071125 --- /dev/null +++ b/explore-assistant-extension/jest-raw-loader.js @@ -0,0 +1,10 @@ +const fs = require('fs'); + +module.exports = { + process(src, filename) { + const content = fs.readFileSync(filename, 'utf8'); + return { + code: `module.exports = ${JSON.stringify(content)}`, + }; + }, +}; diff --git a/explore-assistant-extension/jest.config.js b/explore-assistant-extension/jest.config.js new file mode 100644 index 00000000..02a5d1cd --- /dev/null +++ b/explore-assistant-extension/jest.config.js @@ -0,0 +1,10 @@ +module.exports = { + preset: 'ts-jest', + testEnvironment: 'jsdom', + setupFiles: ['dotenv/config', '/jest.setup.js'], // Add this line + transform: { + '^.+\\.ts?$': 'ts-jest', + '^.+\\.md$': '/jest-raw-loader.js', // Add this line to use the custom transformer for .md files + }, + transformIgnorePatterns: ['/node_modules/'], + }; \ No newline at end of file diff --git a/explore-assistant-extension/jest.setup.js b/explore-assistant-extension/jest.setup.js new file mode 100644 index 00000000..323e397a --- /dev/null +++ b/explore-assistant-extension/jest.setup.js @@ -0,0 +1,4 @@ +require('regenerator-runtime/runtime'); +const fetch = require('node-fetch'); + +global.fetch = fetch; diff --git a/explore-assistant-extension/package-lock.json b/explore-assistant-extension/package-lock.json index 1911fbcb..76bd6dfe 100644 --- a/explore-assistant-extension/package-lock.json +++ b/explore-assistant-extension/package-lock.json @@ -24,7 +24,6 @@ "@mui/material": "^5.16.5", "@reduxjs/toolkit": "^2.2.2", "@types/crypto-js": "^4.2.2", - 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"node": ">=10.12.0" + } + }, "node_modules/value-equal": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/value-equal/-/value-equal-1.0.1.tgz", @@ -13065,11 +17702,33 @@ "node": ">=0.10.0" } }, + "node_modules/w3c-xmlserializer": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-4.0.0.tgz", + "integrity": "sha512-d+BFHzbiCx6zGfz0HyQ6Rg69w9k19nviJspaj4yNscGjrHu94sVP+aRm75yEbCh+r2/yR+7q6hux9LVtbuTGBw==", + "dev": true, + "license": "MIT", + "dependencies": { + "xml-name-validator": "^4.0.0" + }, + "engines": { + "node": ">=14" + } + }, + "node_modules/walker": { + "version": "1.0.8", + "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz", + "integrity": "sha512-ts/8E8l5b7kY0vlWLewOkDXMmPdLcVV4GmOQLyxuSswIJsweeFZtAsMF7k1Nszz+TYBQrlYRmzOnr398y1JemQ==", + "dev": true, + "license": "Apache-2.0", + "dependencies": { + "makeerror": "1.0.12" + } + }, "node_modules/watchpack": { "version": "2.4.1", "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.1.tgz", "integrity": "sha512-8wrBCMtVhqcXP2Sup1ctSkga6uc2Bx0IIvKyT7yTFier5AXHooSI+QyQQAtTb7+E0IUCCKyTFmXqdqgum2XWGg==", - "devOptional": true, "dependencies": { "glob-to-regexp": "^0.4.1", "graceful-fs": "^4.1.2" @@ -13087,11 +17746,20 @@ "minimalistic-assert": "^1.0.0" } }, + "node_modules/webidl-conversions": { + "version": "7.0.0", + "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz", + "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==", + "dev": true, + "license": "BSD-2-Clause", + "engines": { + "node": ">=12" + } + }, "node_modules/webpack": { "version": "5.91.0", "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.91.0.tgz", "integrity": "sha512-rzVwlLeBWHJbmgTC/8TvAcu5vpJNII+MelQpylD4jNERPwpBJOE2lEcko1zJX3QJeLjTTAnQxn/OJ8bjDzVQaw==", - "devOptional": true, "dependencies": { "@types/eslint-scope": "^3.7.3", "@types/estree": "^1.0.5", @@ -13464,7 +18132,6 @@ "version": "3.2.3", "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-3.2.3.tgz", "integrity": "sha512-/DyMEOrDgLKKIG0fmvtz+4dUX/3Ghozwgm6iPp8KRhvn+eQf9+Q7GWxVNMk3+uCPWfdXYC4ExGBckIXdFEfH1w==", - "devOptional": true, "engines": { "node": ">=10.13.0" } @@ -13473,7 +18140,6 @@ "version": "5.1.1", "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz", "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==", - "devOptional": true, "dependencies": { "esrecurse": "^4.3.0", "estraverse": "^4.1.1" @@ -13486,7 +18152,6 @@ "version": "4.3.0", "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz", "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==", - "devOptional": true, "engines": { "node": ">=4.0" } @@ -13495,7 +18160,6 @@ "version": "3.3.0", "resolved": 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"license": "MIT", + "dependencies": { + "safer-buffer": ">= 2.1.2 < 3.0.0" + }, + "engines": { + "node": ">=0.10.0" + } + }, + "node_modules/whatwg-mimetype": { + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-3.0.0.tgz", + "integrity": "sha512-nt+N2dzIutVRxARx1nghPKGv1xHikU7HKdfafKkLNLindmPU/ch3U31NOCGGA/dmPcmb1VlofO0vnKAcsm0o/Q==", + "dev": true, + "license": "MIT", + "engines": { + "node": ">=12" + } + }, + "node_modules/whatwg-url": { + "version": "11.0.0", + "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-11.0.0.tgz", + "integrity": "sha512-RKT8HExMpoYx4igMiVMY83lN6UeITKJlBQ+vR/8ZJ8OCdSiN3RwCq+9gH0+Xzj0+5IrM6i4j/6LuvzbZIQgEcQ==", + "dev": true, + "license": "MIT", + "dependencies": { + "tr46": "^3.0.0", + "webidl-conversions": "^7.0.0" + }, + "engines": { + "node": ">=12" + } + }, "node_modules/which": { "version": "2.0.2", "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz", @@ -13694,6 +18408,20 @@ "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", "dev": true }, + "node_modules/write-file-atomic": { + "version": "4.0.2", + "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-4.0.2.tgz", + "integrity": "sha512-7KxauUdBmSdWnmpaGFg+ppNjKF8uNLry8LyzjauQDOVONfFLNKrKvQOxZ/VuTIcS/gge/YNahf5RIIQWTSarlg==", + "dev": true, + "license": "ISC", + "dependencies": { + "imurmurhash": "^0.1.4", + "signal-exit": "^3.0.7" + }, + "engines": { + "node": "^12.13.0 || ^14.15.0 || >=16.0.0" + } + }, "node_modules/ws": { "version": "7.5.10", "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz", @@ -13715,6 +18443,33 @@ } } }, + "node_modules/xml-name-validator": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-4.0.0.tgz", + "integrity": "sha512-ICP2e+jsHvAj2E2lIHxa5tjXRlKDJo4IdvPvCXbXQGdzSfmSpNVyIKMvoZHjDY9DP0zV17iI85o90vRFXNccRw==", + "dev": true, + "license": "Apache-2.0", + "engines": { + "node": ">=12" + } + }, + "node_modules/xmlchars": { + "version": "2.2.0", + "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz", + "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==", + "dev": true, + "license": "MIT" + }, + "node_modules/y18n": { + "version": "5.0.8", + "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz", + "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==", + "dev": true, + "license": "ISC", + "engines": { + "node": ">=10" + } + }, "node_modules/yallist": { "version": "3.1.1", "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz", @@ -13732,6 +18487,57 @@ "node": ">= 14" } }, + "node_modules/yargs": { + "version": "17.7.2", + "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz", + "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==", + "dev": true, + "license": "MIT", + "dependencies": { + "cliui": "^8.0.1", + "escalade": "^3.1.1", + "get-caller-file": "^2.0.5", + "require-directory": "^2.1.1", + "string-width": "^4.2.3", + "y18n": "^5.0.5", + "yargs-parser": "^21.1.1" + }, + "engines": { + "node": ">=12" + } + }, + "node_modules/yargs-parser": { + "version": "21.1.1", + "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", + "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", + "dev": true, + "license": "ISC", + "engines": { + "node": ">=12" + } + }, + "node_modules/yargs/node_modules/emoji-regex": { + "version": "8.0.0", + "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz", + "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==", + "dev": true, + "license": "MIT" + }, + "node_modules/yargs/node_modules/string-width": { + "version": "4.2.3", + "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz", + "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==", + "dev": true, + "license": "MIT", + "dependencies": { + "emoji-regex": "^8.0.0", + "is-fullwidth-code-point": "^3.0.0", + "strip-ansi": "^6.0.1" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/yocto-queue": { "version": "0.1.0", "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", diff --git a/explore-assistant-extension/package.json b/explore-assistant-extension/package.json index 257a4467..dac7a3ab 100644 --- a/explore-assistant-extension/package.json +++ b/explore-assistant-extension/package.json @@ -9,7 +9,8 @@ "build": "export BABEL_ENV=build && webpack --config webpack.prod.js", "clean": "rm -rf dist", "start": "webpack serve --hot --server-type https --port 8080 --config webpack.develop.js", - "prebuild": "npm run clean" + "prebuild": "npm run clean", + "test": "jest" }, "author": "Google LLC", "license": "Apache-2.0", @@ -32,7 +33,6 @@ "@mui/material": "^5.16.5", "@reduxjs/toolkit": "^2.2.2", "@types/crypto-js": "^4.2.2", - "@types/react": "^17.0.80", "@types/uuid": "^10.0.0", "clsx": "^2.1.1", "crypto-js": "^4.2.0", @@ -42,6 +42,7 @@ "marked": "^12.0.1", "marked-highlight": "^2.1.1", "npm": "^10.8.2", + "raw-loader": "^4.0.2", "react": "^17.0.2", "react-dom": "^17.0.2", "react-error-boundary": "^4.0.13", @@ -66,10 +67,14 @@ "@babel/preset-react": "^7.16.0", "@babel/preset-typescript": "^7.16.0", "@babel/runtime": "^7.12.5", + "@testing-library/react-hooks": "^8.0.1", + "@types/jest": "^29.5.12", "@types/node": "^14.14.12", + "@types/react": "^17.0.0", "@types/react-dom": "^16.9.19", "@types/react-router-dom": "^5.1.5", "@types/readable-stream": "^2.3.5", + "@types/redux-mock-store": "^1.0.6", "@types/styled-components": "^5.1.28", "@types/styled-system": "^5.1.18", "@typescript-eslint/eslint-plugin": "^6.7.5", @@ -80,11 +85,16 @@ "dotenv": "^8.6.0", "eslint": "^8.13.0", "file-loader": "^6.2.0", + "jest": "^29.7.0", + "jest-environment-jsdom": "^29.7.0", + "node-fetch": "^2.7.0", "postcss": "^8.4.40", "postcss-loader": "^8.1.1", "prettier": "^2.2.1", "react-hot-loader": "^4.12.20", + "redux-mock-store": "^1.5.4", "style-loader": "^3.3.3", + "ts-jest": "^29.2.3", "typescript": "^4.5.2", "webpack": "^5.67.0", "webpack-bundle-analyzer": "^4.5.0", diff --git a/explore-assistant-extension/src/Globals.d.ts b/explore-assistant-extension/src/Globals.d.ts index 111d69cd..20b544e3 100644 --- a/explore-assistant-extension/src/Globals.d.ts +++ b/explore-assistant-extension/src/Globals.d.ts @@ -47,3 +47,8 @@ declare module '*.scss' { const scss: Record export default scss } + +declare module '*.md' { + const content: string; + export default content; +} diff --git a/explore-assistant-extension/src/components/Chat/ExploreMessage.tsx b/explore-assistant-extension/src/components/Chat/ExploreMessage.tsx index f438e81a..6b171a09 100644 --- a/explore-assistant-extension/src/components/Chat/ExploreMessage.tsx +++ b/explore-assistant-extension/src/components/Chat/ExploreMessage.tsx @@ -4,9 +4,12 @@ import Message from './Message' import { useContext } from 'react' import { ExtensionContext } from '@looker/extension-sdk-react' import { useDispatch } from 'react-redux' + +import { ExploreParams, setSidePanelExploreParams } from '../../slices/assistantSlice' +import { ExploreHelper } from '../../utils/ExploreHelper' + import { openSidePanel, - setSidePanelExploreUrl, } from '../../slices/assistantSlice' import { OpenInNew } from '@material-ui/icons' @@ -14,19 +17,20 @@ interface ExploreMessageProps { exploreId: string modelName: string prompt: string - queryArgs: string + exploreParams: ExploreParams } -const ExploreMessage = ({ modelName, exploreId, prompt, queryArgs }: ExploreMessageProps) => { +const ExploreMessage = ({ modelName, exploreId, prompt, exploreParams }: ExploreMessageProps) => { const dispatch = useDispatch() const { extensionSDK } = useContext(ExtensionContext) - const exploreHref = `/explore/${modelName}/${exploreId}?${queryArgs}` + + const exploreHref = `/explore/${modelName}/${exploreId}?${ExploreHelper.exploreQueryArgumentString(exploreParams)}&toggle=vis,data` const openExplore = () => { extensionSDK.openBrowserWindow(exploreHref, '_blank') } const openSidePanelExplore = () => { - dispatch(setSidePanelExploreUrl(queryArgs)) + dispatch(setSidePanelExploreParams(exploreParams)) dispatch(openSidePanel()) } diff --git a/explore-assistant-extension/src/components/Chat/SummaryMessage.tsx b/explore-assistant-extension/src/components/Chat/SummaryMessage.tsx index 38f6e089..f2bab9d9 100644 --- a/explore-assistant-extension/src/components/Chat/SummaryMessage.tsx +++ b/explore-assistant-extension/src/components/Chat/SummaryMessage.tsx @@ -3,20 +3,15 @@ import React, { useEffect } from 'react' import Message from './Message' import useSendVertexMessage from '../../hooks/useSendVertexMessage' import MarkdownText from './MarkdownText' +import { ExploreParams, SummarizeMesage, updateLastHistoryEntry, updateSummaryMessage } from '../../slices/assistantSlice' import { useDispatch } from 'react-redux' -import { - SummarizeMesage, - updateLastHistoryEntry, - updateSummaryMessage, -} from '../../slices/assistantSlice' interface SummaryMessageProps { message: SummarizeMesage + onSummaryComplete: () => void } -const SummaryMessage = ({ message }: SummaryMessageProps) => { - const queryArgs = message.exploreUrl - +const SummaryMessage = ({ message, onSummaryComplete }: SummaryMessageProps) => { const dispatch = useDispatch() const [loading, setLoading] = React.useState(true) const [summary, setSummary] = React.useState('') @@ -31,7 +26,7 @@ const SummaryMessage = ({ message }: SummaryMessageProps) => { } const fetchSummary = async () => { - const response = await summarizeExplore(queryArgs) + const response = await summarizeExplore(message.exploreParams) if (!response) { setSummary('There was an error summarizing the data') } else { @@ -46,6 +41,9 @@ const SummaryMessage = ({ message }: SummaryMessageProps) => { dispatch(updateLastHistoryEntry()) } + // call the parent component to scroll to the bottom + onSummaryComplete() + setLoading(false) } diff --git a/explore-assistant-extension/src/components/ExploreEmbed.tsx b/explore-assistant-extension/src/components/ExploreEmbed.tsx index 3a2b3085..964c5fb5 100644 --- a/explore-assistant-extension/src/components/ExploreEmbed.tsx +++ b/explore-assistant-extension/src/components/ExploreEmbed.tsx @@ -28,21 +28,29 @@ import React, { useContext, useRef, useEffect } from 'react' import styled from 'styled-components' import { LookerEmbedSDK } from '@looker/embed-sdk' import { ExtensionContext } from '@looker/extension-sdk-react' +import { useSelector } from 'react-redux' +import { RootState } from '../store' +import { ExploreHelper } from '../utils/ExploreHelper' +import { ExploreParams } from '../slices/assistantSlice' export interface ExploreEmbedProps { modelName: string | null | undefined exploreId: string | null | undefined - exploreUrl: string | null | undefined + exploreParams: ExploreParams } -export const ExploreEmbed = ({ modelName, exploreId, exploreUrl }: ExploreEmbedProps) => { - - if(!modelName || !exploreId || !exploreUrl) { +export const ExploreEmbed = ({ + modelName, + exploreId, + exploreParams, +}: ExploreEmbedProps) => { + if (!modelName || !exploreId || !exploreParams) { return <> } const { extensionSDK } = useContext(ExtensionContext) const [exploreRunStart, setExploreRunStart] = React.useState(false) + const { settings } = useSelector((state: RootState) => state.assistant) const canceller = (event: any) => { return { cancel: !event.modal } @@ -63,7 +71,7 @@ export const ExploreEmbed = ({ modelName, exploreId, exploreUrl }: ExploreEmbedP useEffect(() => { const hostUrl = extensionSDK?.lookerHostData?.hostUrl const el = ref.current - if (el && hostUrl && exploreUrl) { + if (el && hostUrl && exploreParams) { const paramsObj: any = { // For Looker Original use window.origin for Looker Core use hostUrl embed_domain: hostUrl, //window.origin, //hostUrl, @@ -72,17 +80,20 @@ export const ExploreEmbed = ({ modelName, exploreId, exploreUrl }: ExploreEmbedP key_color: '#174ea6', background_color: '#f4f6fa', }), + toggle: 'pik,vis,dat', + } + + if (settings['show_explore_data'].value) { + paramsObj['toggle'] = 'pik,vis' + } + + const encodedParams = ExploreHelper.encodeExploreParams(exploreParams) + for (const key in encodedParams) { + paramsObj[key] = encodedParams[key] } - exploreUrl.split('&').map((param) => { - const [key, ...rest] = param.split('=') - // paramsObj[key] = rest.join('=') - if (key === 'filter_expression' || key === 'dynamic_fields') { - // console.log('rest', rest) - paramsObj[key] = rest.join('=') - } else { - paramsObj[key] = param.split('=')[1] - } - }) + + console.log('Explore Embed - Params', paramsObj) + el.innerHTML = '' LookerEmbedSDK.init(hostUrl) LookerEmbedSDK.createExploreWithId(modelName + '/' + exploreId) @@ -107,7 +118,11 @@ export const ExploreEmbed = ({ modelName, exploreId, exploreUrl }: ExploreEmbedP }) } // eslint-disable-next-line react-hooks/exhaustive-deps - }, [exploreUrl]) + }, [exploreParams]) + + if (!exploreParams || Object.keys(exploreParams).length === 0) { + return <> + } return ( <> diff --git a/explore-assistant-extension/src/documents/looker_filter_doc.md b/explore-assistant-extension/src/documents/looker_filter_doc.md new file mode 100644 index 00000000..d5df7d48 --- /dev/null +++ b/explore-assistant-extension/src/documents/looker_filter_doc.md @@ -0,0 +1,221 @@ +# Looker Filter Expressions + +Filter expressions are an advanced way to filter Looker queries, and this page describes how to write them. In the Explore section of Looker you can use them by adding a filter and choosing the matches (advanced) option. They are also used in LookML for elements that take a filter parameter. + +## String + +Matches in string filters depend on the case_sensitive setting in your model file, and on whether your dialect supports case-sensitivity. For example, if case_sensitive is enabled in your model, the expression FOO% will not match the word "food". If case_sensitive isn't enabled, or if your dialect doesn't support case-sensitivity, the expression FOO% will match the word "food". + +| Example | Description | +|-----------|-------------------------------------------------------------------------------| +| FOO | is equal to "FOO", exactly | +| FOO,BAR | is equal to either "FOO" or "BAR", exactly | +| %FOO% | contains "FOO", matches "buffoon" and "fast food" | +| FOO% | starts with "FOO", matches "foolish" and "food" but not "buffoon" or "fast food" | +| %FOO | ends with "FOO", matches "buffoo" and "fast foo" but not "buffoon" or "fast food" | +| F%OD | starts with an "F" and ends with "OD", matches "fast food" | +| EMPTY | string is empty (has zero characters) or is null (no value) | +| NULL | value is null (when it is used as part of a LookML filter expression, place NULL in quotes, as shown on the filters documentation page) | +| -FOO | is not equal to "FOO" (is any value except "FOO"), matches "pizza", "trash", "fun" but not "foo" | +| -FOO,-BAR | is not equal to either "FOO" or "BAR", matches any value except "FOO" and "BAR" | +| -%FOO% | doesn't contain "FOO", does not match "buffoon" or "fast food" | +| -FOO% | doesn't start with "FOO", does not match "foolish" or "food" | +| -%FOO | doesn't end with "FOO", does not match "buffoo" or "fast foo" | +| -EMPTY | string is not empty (has at least one character) | +| -NULL | value of column is not null (when it is used as part of a LookML filter expression, place -NULL in quotes, as shown on the filters documentation page) | +| FOO%,BAR | starts with "FOO" or is "BAR" exactly, matches "food" and matches "bar" but not "barfood" | +| FOO%,-FOOD| starts with "FOO" but is not "FOOD" | +| _UF | has any single character followed by "UF", matches "buffoon" | + +## Date and Time + +Looker date filtering allows for English phrases to be used instead of SQL date functions. Use this if the field type starts with date_. It might be date_date, date_time, date_week, date_month, date_quarter, or date_year. + +For the following examples: + +* {n} is an integer. +* {interval} is a time increment such as hours, days, weeks, or months. The phrasing you use determines whether the {interval} will include partial time periods or only complete time periods. For example, the expression 3 days includes the current, partial day as well as the prior two days. The expression 3 days ago for 3 days includes the previous three complete days and excludes the current, partial day. See the Relative Dates section for more information. +* {time} can specify a time formatted as either YYYY-MM-DD HH:MM:SS or YYYY/MM/DD HH:MM:SS, or a date formatted as either YYYY-MM-DD or YYYY/MM/DD. When using the form YYYY-MM-DD, be sure to include both digits for the month and day, for example, 2016-01. Truncating a month or day to a single digit is interpreted as an offset, not a date. For example, 2016-1 is interpreted as 2016 minus one year, or 2015. + +These are all the possible combinations of date filters: + +| Combination | Example | Notes | +|--------------------------------------|---------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| this {interval} | this month | You can use this week, this month, this quarter, or this year. Note that this day isn't supported. If you want to get data from the current day, you can use today. | +| {n} {interval} | 3 days | | +| {n} {interval} ago | 3 days ago | | +| {n} {interval} ago for {n} {interval}| 3 months ago for 2 days | | +| before {n} {interval} ago | before 3 days ago | | +| before {time} | before 2018-01-01 12:00:00 | before is not inclusive of the time you specify. The expression before 2018-01-01 will return data from all dates before 2018-01-01, but it won't return data from 2018-01-01. | +| after {time} | after 2018-10-05 | after is inclusive of the time you specify. So, the expression after 2018-10-05 will return data from 2018-10-05 and all dates later than 2018-10-05. | +| {time} to {time} | 2018-05-18 12:00:00 to 2018-05-18 14:00:00 | The initial time value is inclusive but the latter time value is not. So the expression 2018-05-18 12:00:00 to 2018-05-18 14:00:00 will return data with the time "2018-05-18 12:00:00" through "2018-05-18 13:59:59". | +| this {interval} to {interval} | this year to second | The beginning of each interval is used. For example, the expression this year to second returns data from the beginning of the year the query is run through to the beginning of the second the query is run. | +| {time} for {n} {interval} | 2018-01-01 12:00:00 for 3 days | | +| today | today | | +| yesterday | yesterday | | +| tomorrow | tomorrow | | +| {day of week} | Monday | Specifying a day of week with a Dimension Group Date field returns the most recent date that matches the specified day of week. For example, the expression Dimension Group Date matches (advanced) Monday returns the most recent Monday. You can also use {day of week} with the before and after keywords in this context. For example, the expression Dimension Group Date matches (advanced) after Monday returns the most recent Monday and everything after the most recent Monday. The expression Dimension Group Date matches (advanced) before Monday returns every day before the most recent Monday, but it doesn't return the most recent Monday. Specifying a day of the week with a Dimension Group Day of Week field returns every day that matches the specified day of week. So the expression Dimension Group Day of Week matches (advanced) Monday returns every Monday. | +| next {week, month, quarter, fiscal quarter, year, fiscal year} | next week | The next keyword is unique in that it requires one of the intervals listed previously and won't work with other intervals. | +| {n} {interval} from now | 3 days from now | | +| {n} {interval} from now for {n} {interval}| 3 days from now for 2 weeks | | + + +Date filters can also be combined together: +* To get OR logic: Type multiple conditions into the same filter, separated by commas. For example, today, 7 days ago means "today or 7 days ago". +* To get AND logic: Type your conditions, one by one, into multiple date or time filters. For example, you could put after 2014-01-01 into a Created Date filter, then put before 2 days ago into a Created Time filter. This would mean "January 1st, 2014 and after, and before 2 days ago". + +### Absolute Dates + +Absolute date filters use the specific date values to generate query results. These are useful when creating queries for specific date ranges. + +| Example | Description | +|---------------------------|------------------------------------------------------------------------------------------------------------------------------| +| 2018/05/29 | sometime on 2018/05/29 | +| 2018/05/10 for 3 days | from 2018/05/10 00:00:00 through 2018/05/12 23:59:59 | +| after 2018/05/10 | 2018/05/10 00:00:00 and after | +| before 2018/05/10 | before 2018/05/10 00:00:00 | +| 2018/05 | within the entire month of 2018/05 | +| 2018/05 for 2 months | within the entire months of 2018/05 and 2018/06 | +| 2018/05/10 05:00 for 5 hours | from 2018/05/10 05:00:00 through 2018/05/10 09:59:59 | +| 2018/05/10 for 5 months | from 2018/05/10 00:00:00 through 2018/10/09 23:59:59 | +| 2018 | entire year of 2018 (2018/01/01 00:00:00 through 2018/12/31 23:59:59) | +| FY2018 | entire fiscal year starting in 2018 (if your Looker developers have specified that your fiscal year starts in April then this is 2018/04/01 00:00 through 2019/03/31 23:59) | +| FY2018-Q1 | first quarter of the fiscal year starting in 2018 (if your Looker developers have specified that your fiscal year starts in April then this is 2018/04/01 00:00:00 through 2018/06/30 23:59:59) | + + +### Relative Dates + +Relative date filters allow you to create queries with rolling date values relative to the current date. These are useful when creating queries that update each time you run the query. + +For all of the following examples, assume today is Friday, 2018/05/18 18:30:02. In Looker, weeks start on Monday unless you change that setting with week_start_day. + +Relative date filters allow you to create queries with rolling date values relative to the current date. These are useful when creating queries that update each time you run the query. + +For all of the following examples, assume today is Friday, 2018/05/18 18:30:02. In Looker, weeks start on Monday unless you change that setting with `week_start_day`. + +#### Seconds +| Example | Description | +|------------------------------|----------------------------------------------------------| +| 1 second | the current second (2018/05/18 18:30:02) | +| 60 seconds | 60 seconds ago for 60 seconds (2018/05/18 18:29:02 through 2018/05/18 18:30:01) | +| 60 seconds ago for 1 second | 60 seconds ago for 1 second (2018/05/18 18:29:02) | + +#### Minutes +| Example | Description | +|------------------------------|----------------------------------------------------------| +| 1 minute | the current minute (2018/05/18 18:30:00 through 18:30:59) | +| 60 minutes | 60 minutes ago for 60 minutes (2018/05/18 17:31:00 through 2018/05/18 18:30:59) | +| 60 minutes ago for 1 minute | 60 minutes ago for 1 minute (2018/05/18 17:30:00 through 2018/05/18 17:30:59) | + +#### Hours +| Example | Description | +|------------------------------|----------------------------------------------------------| +| 1 hour | the current hour (2018/05/18 18:00 through 2018/05/18 18:59) | +| 24 hours | the same hour of day that was 24 hours ago for 24 hours (2018/05/17 19:00 through 2018/05/18 18:59) | +| 24 hours ago for 1 hour | the same hour of day that was 24 hours ago for 1 hour (2018/05/17 18:00 until 2018/05/17 18:59) | + +#### Days +| Example | Description | +|------------------------------|----------------------------------------------------------| +| today | the current day (2018/05/18 00:00 through 2018/05/18 23:59) | +| 2 days | all of yesterday and today (2018/05/17 00:00 through 2018/05/18 23:59) | +| 1 day ago | just yesterday (2018/05/17 00:00 until 2018/05/17 23:59) | +| 7 days ago for 7 days | the last complete 7 days (2018/05/11 00:00 until 2018/05/17 23:59) | +| today for 7 days | the current day, starting at midnight, for 7 days into the future (2018/05/18 00:00 until 2018/05/24 23:59) | +| last 3 days | 2 days ago through the end of the current day (2018/05/16 00:00 until 2018/05/18 23:59) | +| 7 days from now | 7 days in the future (2018/05/18 00:00 until 2018/05/25 23:59) | + +#### Weeks +| Example | Description | +|------------------------------|----------------------------------------------------------| +| 1 week | top of the current week going forward (2018/05/14 00:00 through 2018/05/20 23:59) | +| this week | top of the current week going forward (2018/05/14 00:00 through 2018/05/20 23:59) | +| before this week | anytime until the top of this week (before 2018/05/14 00:00) | +| after this week | anytime after the top of this week (2018/05/14 00:00 and later) | +| next week | the following Monday going forward 1 week (2018/05/21 00:00 through 2018/05/27 23:59) | +| 2 weeks | a week ago Monday going forward (2018/05/07 00:00 through 2018/05/20 23:59) | +| last week | synonym for "1 week ago" | +| 1 week ago | a week ago Monday going forward 1 week (2018/05/07 00:00 through 2018/05/13 23:59) | + +#### Months +| Example | Description | +|------------------------------|----------------------------------------------------------| +| 1 month | the current month (2018/05/01 00:00 through 2018/05/31 23:59) | +| this month | synonym for "0 months ago" (2018/05/01 00:00 through 2018/05/31 23:59) | +| 2 months | the past two months (2018/04/01 00:00 through 2018/05/31 23:59) | +| last month | all of 2018/04 | +| 2 months ago | all of 2018/03 | +| before 2 months ago | all time before 2018/03/01 | +| next month | all of 2018/06 | +| 2 months from now | all of 2018/07 | +| 6 months from now for 3 months | 2018/11 through 2019/01 | + + +#### Years + +| Example | Description | +|---------------------|------------------------------------------------------------------------------------------------------| +| 1 year | all of the current year (2018/01/01 00:00 through 2018/12/31 23:59) | +| this year | all of the current year (2018/01/01 00:00 through 2018/12/31 23:59) | +| next year | all of the following year (2019/01/01 00:00 through 2019/12/31 23:59) | +| 2 years | the past two years (2017/01/01 00:00 through 2018/12/31 23:59) | +| last year | all of 2017 | +| 2 years ago | all of 2016 | +| before 2 years ago | all time before 2016/01/01 (does not include any days between 2016/01/01 and 2016/05/18) | + +## Boolean + +Filtering on true or false type values in Looker requires you to know what type of true or false value you're interacting with. Use this if the field type is a yesno or boolean. + +### Examples + +| Example | Description | +|--------------|-----------------------------------------------------------------------------------------------------------------------| +| yes or Yes | field evaluates to true | +| | **Looker developers:** for `type: yesno` dimensions use lowercase, for filters parameters (like those used in a measure or used in an `always_filter`) use uppercase | +| no or No | field evaluates to false | +| | **Looker developers:** for `type: yesno` dimensions use lowercase, for filters parameters (like those used in a measure or used in an `always_filter`) use uppercase | +| TRUE | field contains true (for fields that contain Boolean database values) | +| FALSE | field contains false (for fields that contain Boolean database values) | + +## Numbers + +Filters on numbers support both natural language expressions (for example, `3 to 10`) and relational operators (for example, `>20`). Looker supports the `OR` operator to express multiple filter ranges (for example, `3 to 10 OR 30 to 100`). The `AND` operator can be used to express numeric ranges with relational operators (for example, `>=3 AND <=10`) to specify a range. Filters on numbers can also use algebraic interval notation to filter numeric fields. + +**Note:** The syntax for numeric filter expressions using `NOT` may not be intuitive. If the first filter condition contains a `NOT`, and no other filter conditions contain a `NOT`, then all of the filter conditions will be negated. See the following examples for more information. + +#### Examples + +| Example | Description | +|------------------------------|----------------------------------------------------------------------------------------------------------| +| 5 | is exactly 5 | +| NOT 5 | is any value but exactly 5 | +| <>5 | is any value but exactly 5 | +| !=5 | is any value but exactly 5 | +| 1, 3, 5, 7 | is one of the values 1, 3, 5, or 7, exactly | +| NOT 66, 99, 4 | is not one of the values 66, 99, or 4, exactly | +| >1 AND <100, NOT 2 | is greater than 1 and less than 100, is not 2 | +| NOT >1, 2, <100 | is less than or equal to 1, is not 2, and is greater than or equal to 100 (Looker recognizes that this is an impossible condition, and will instead write the SQL `IS NULL`) | +| 5, NOT 6, NOT 7 | is 5, is not 6 or 7 | +| 5.5 to 10 | is 5.5 or greater but also 10 or less | +| >=5.5 AND <=10 | is 5.5 or greater but also 10 or less | +| NOT 3 to 80.44 | is less than 3 or greater than 80.44 | +| <3 OR >80.44 | is less than 3 or greater than 80.44 | +| 1 to | is 1 or greater | +| >=1 | is 1 or greater | +| to 10 | is 10 or less | +| <=10 | is 10 or less | +| >10 AND <=20 OR 90 | is greater than 10 and less than or equal to 20, or is 90 exactly | +| >=50 AND <=100 OR >=500 AND <=1000 | is between 50 and 100, inclusive, or between 500 and 1000, inclusive | +| NULL | has no data in it (when it is used as part of a LookML filter expression, place `NULL` in quotes, as shown on the filters documentation page) | +| NOT NULL | has some data in it (when it is used as part of a LookML filter expression, place `NOT NULL` in quotes, as shown on the filters documentation page) | +| (1, 7) | interpreted as 1 < x < 7 where the endpoints aren't included. While this notation resembles an ordered pair, in this context it refers to the interval upon which you are working. | +| [5, 90] | interpreted as 5 <= x <= 90 where the endpoints are included | +| (12, 20] | interpreted as 12 < x <= 20 where 12 is not included, but 20 is included | +| [12, 20) | interpreted as 12 <= x < 20 where 12 is included, but 20 is not included | +| (500, inf) | interpreted as x > 500 where 500 is not included and infinity is always expressed as being "open" (not included). `inf` may be omitted and (500, inf) may be written as (500,) | +| (-inf, 10] | interpreted as x <= 10 where 10 is included and infinity is always expressed as being "open" (not included). `inf` may be omitted and (-inf, 10] may be written as (,10] | +| [0,9],[20,29] | the numbers between 0 and 9 inclusive or 20 to 29 inclusive | +| [0,10],20 | 0 to 10 inclusive or 20 | +| NOT (3,12) | interpreted as x < 3 and x > 12 + | diff --git a/explore-assistant-extension/src/documents/looker_visualization_doc.md b/explore-assistant-extension/src/documents/looker_visualization_doc.md new file mode 100644 index 00000000..2579438b --- /dev/null +++ b/explore-assistant-extension/src/documents/looker_visualization_doc.md @@ -0,0 +1,243 @@ + +# Looker Visualization Config Documentation + + +## Customizing Visualizations Using the Chart Config Editor + +You can use the Chart Config Editor to customize formatting options on Looker visualizations that use the HighCharts API. This includes most Cartesian charts, such as the column chart, bar chart, and line chart, among others. + +### Prerequisites + +To access the Chart Config Editor, you must have the `can_override_vis_config` permission. + +### Customizing a Visualization + +To customize a visualization with the Chart Config Editor, follow these steps: + +1. **View or Edit a Visualization**: + - View a visualization in an Explore, or edit a visualization in a Look or dashboard. + +2. **Open the Chart Config Editor**: + - Open the Edit menu in the visualization. + - Click the **Edit Chart Config** button in the Plot tab. Looker displays the Edit Chart Config dialog. + +3. **Modify the JSON**: + - The **Chart Config (Source)** pane contains the original JSON of your visualization and cannot be edited. + - The **Chart Config (Override)** pane contains the JSON that should override the source JSON. When you first open the Edit Chart Config dialog, Looker populates the pane with some default JSON. You can start with this JSON or delete it and enter any valid HighCharts JSON. + - Select the Chart Config (Override) section and enter valid HighCharts JSON. The new values will override any values in the Chart Config (Source) section. + +4. **Format and Apply Changes**: + - Click `<>` (Format code) to allow Looker to properly format your JSON. + - Click **Preview** to test your changes. + - Click **Apply** to apply your changes. The visualization will be displayed using the custom JSON values. + +5. **Save the Visualization**: + - Once you've customized your visualization, save it. If you viewed the visualization in an Explore, save the Explore. If you edited a Look or a dashboard, click Save. + +### Caution + +Do not edit the default visualization options after making changes in the Chart Config Editor. Editing the default visualization options may cause unexpected behavior, including blank visualizations. If you'd like to edit the default visualization options, first remove any changes you've made in the Chart Config Editor, then replace them later. Specifically, follow these steps: + +1. Click the **Edit Chart Config** button in the Plot tab. Looker displays the Edit Chart Config dialog. +2. Copy the text in the Chart Config (Override) pane. +3. Click the **Clear Chart Overrides** button to delete all changes. +4. Click **Apply**. +5. Edit your visualization using the default visualization options. +6. Click the **Edit Chart Config** button in the Plot tab. Looker displays the Edit Chart Config dialog. +7. Enter some valid HighCharts JSON in the Chart Config (Override) pane. You can use the text that you copied in step 2 as a template, but be sure to test your changes using the Preview button to ensure there are no conflicts. +8. Click **Apply**. + +### Conditional Formatting with Series Formatters + +The Chart Config Editor accepts most valid HighCharts JSON. It also accepts the `series.formatters` attribute, which only exists in Looker. Each series can have multiple formatters to combine different style rules. + +The `series.formatters` attribute accepts two attributes: `select` and `style`. + +- Enter a logical expression in the `select` attribute to indicate which data values will be formatted. +- Enter some JSON into the `style` attribute to indicate how to format the data values. + +For example, the following JSON will color each data value orange if it is greater than or equal to 380: + +```json +{ + "series": [{ + "formatters": [{ + "select": "value >= 380", + "style": { + "color": "orange" + } + }] + }] +} +``` + +#### The `select` Attribute + +You can use the following values in a `select` expression: + +- `value`: This variable returns the value of the series. For example, you could use `select: value > 0` to target all positive values, or `value = 100` to only match series with a value of 100. +- `max`: Use `select: max` to target the series value that has the maximum value. +- `min`: Use `select: min` to target the series value that has the minimum value. +- `percent_rank`: This variable targets the series value with a specified percentile. For example, you could use `select: percent_rank >= 0.9` to target series values in the ninetieth percentile. +- `name`: This variable returns the dimension value of the series. For example, if you had a report showing Sold, Canceled, and Returned orders, you could use `select: name = Sold` to target the series where the dimension value is Sold. +- `AND/OR`: Use `AND` and `OR` to combine multiple logical expressions. + +#### The `style` Attribute + +The `style` attribute can be used to apply styles that HighCharts supports. For example, you can color series values using `style.color`, color series borders using `style.borderColor`, and set series border width using `style.borderWidth`. For a more complete list of style options, see the Highcharts options for `series.column.data`. + +For line visualizations, use `style.marker.fillColor` and `style.marker.lineColor` instead of `style.color`. For a more complete list of line style options, see the Highcharts options for `series.line.data.marker`. + +### Examples + +The following sections provide examples of some common use cases for the Chart Config Editor. For a complete list of the attributes that you can edit, see the [HighCharts API documentation](https://api.highcharts.com/highcharts/). + +#### Change the Background Color and Axis Text Color + +To change the background color of a visualization, use the `chart.backgroundColor` attribute. + +Similarly, to change the text color of the axes in a visualization, use the following attributes: + +- `xAxis.labels.style.color` +- `xAxis.title.style.color` +- `yAxis.labels.style.color` +- `yAxis.title.style.color` + +The following HighCharts JSON changes the background color of the visualization to purple, and the text of the axis titles and labels to white. + +```json +{ + "chart": { + "backgroundColor": "purple" + }, + "xAxis": { + "labels": { + "style": { + "color": "white" + } + }, + "title": { + "style": { + "color": "white" + } + } + }, + "yAxis": { + "labels": { + "style": { + "color": "white" + } + }, + "title": { + "style": { + "color": "white" + } + } + } +} +``` + +#### Customize Tooltip Color + +To customize the color of the tooltip, use the following attributes: + +- `tooltip.backgroundColor` +- `tooltip.style.color` + +The following HighCharts JSON changes the background color of the tooltip to cyan, and changes the color of the tooltip text to black. + +```json +{ + "tooltip": { + "backgroundColor": "cyan", + "style": { + "color": "black" + } + } +} +``` + +#### Customize Tooltip Content and Styles + +To customize the content of the tooltip, use the following attributes: + +- `tooltip.format` +- `tooltip.shared` + +The following HighCharts JSON changes the tooltip format such that the x-axis value appears at the top of the tooltip in larger font, followed by a list of all series values at that point. + +This example uses the following HighCharts functions and variables: + +- `{key}` is a variable that returns the x-axis value of the selected point. (in this example, the month and year). +- `{#each points}{/each}` is a function that repeats the enclosed code for each series in the chart. +- `{series.name}` is a variable that returns the name of the series. +- `{y:.2f}` is a variable that returns the y-axis value of the selected point, rounded to two decimal places. +- `{y}` is a variable that returns the y-axis value of the selected point. +- `{variable:.2f}` rounds `variable` to two decimal places. See the [Highcharts templating documentation](https://api.highcharts.com/highcharts/tooltip.formatter) for more examples of value formatting. + +```json +{ + "tooltip": { + "format": "{key}
{#each points}\\u25CF {series.name}: {y:.2f}
{/each}", + "shared": true + } +} +``` + +#### Add Chart Annotations and Captions + +To add an annotation, use the `annotations` attribute. To add a caption to the chart, use the `caption` attribute. + +To get the coordinates for a point, click **Inspect Point Metadata** at the top of the Edit Chart Config dialog. Then, hold the pointer over the data point that you'd like to annotate. Looker displays a point ID, which you can use in the `annotations.labels.point` attribute. + +The following HighCharts JSON adds two annotations to the chart to explain a decrease in inventory items after certain periods of time. It also adds a caption to the bottom of the chart to explain the annotations in more detail. + +```json +{ + "caption": { + "text": "Items go on clearance after 60 days, and are thrown away after 80 days. Thus we see large drops in inventory after these events." + }, + "annotations": [{ + "labels": [{ + "point": "inventory_items.count-60- + +79", + "text": "Clearance sale" + }, + { + "point": "inventory_items.count-80+", + "text": "Thrown away" + } + ] + }] +} +``` + +#### Add Vertical Reference Bands + +To add a vertical reference band, use the `xAxis.plotBands` attribute. + +The following HighCharts JSON adds a vertical reference band between November 24, 2022 and November 29, 2022 to denote a sale period. It also adds a caption to the bottom of the chart to explain the significance of the band. + +Note that the `to` and `from` attributes of `xAxis.plotBands` must correspond to data values in the chart. In this example, since the data is time-based, the attributes accept Unix timestamp values (1669680000000 for November 29, 2022 and 1669248000000 for November 24, 2022). String-based date formats like MM/DD/YYYY and DD-MM-YY are not supported in the `to` and `from` HighCharts attributes. + +```json +{ + "caption": { + "text": "This chart uses the HighCharts plotBands attribute to display a band around the Black Friday Cyber Monday sale period." + }, + "xAxis": { + "plotBands": [{ + "to": 1669680000000, + "from": 1669248000000, + "label": { + "text": "BFCM Sale Period" + } + }] + } +} +``` + +#### Color the Maximum, Minimum, and Percentile Values + +See the [Getting the most out of Looker visualizations cookbook: Conditional formatting customization in Cartesian charts](https://cloud.google.com/looker/docs/visualizations-custom-chart-editor) page for an in-depth example about coloring the maximum, minimum, and percentile values of a Cartesian visualization. \ No newline at end of file diff --git a/explore-assistant-extension/src/hooks/useSendVertexMessage.ts b/explore-assistant-extension/src/hooks/useSendVertexMessage.ts index 32a58616..f81a610b 100644 --- a/explore-assistant-extension/src/hooks/useSendVertexMessage.ts +++ b/explore-assistant-extension/src/hooks/useSendVertexMessage.ts @@ -1,76 +1,57 @@ import { ExtensionContext } from '@looker/extension-sdk-react' import { useCallback, useContext } from 'react' import { useSelector } from 'react-redux' -import { UtilsHelper } from '../utils/Helper' import CryptoJS from 'crypto-js' import { RootState } from '../store' import process from 'process' import { useErrorBoundary } from 'react-error-boundary' import { AssistantState } from '../slices/assistantSlice' -const unquoteResponse = (response: string | null | undefined) => { - if(!response) { - return '' - } - return response - .substring(response.indexOf('fields=')) - .replace(/^`+|`+$/g, '') - .trim() -} - -interface ModelParameters { - max_output_tokens?: number -} +import looker_filter_doc from '../documents/looker_filter_doc.md' +import looker_visualization_doc from '../documents/looker_visualization_doc.md' -const generateSQL = ( - model_id: string, - prompt: string, - parameters: ModelParameters, -) => { - const escapedPrompt = UtilsHelper.escapeQueryAll(prompt) - const subselect = `SELECT '` + escapedPrompt + `' AS prompt` +import { ModelParameters } from '../utils/VertexHelper' +import { BigQueryHelper } from '../utils/BigQueryHelper' +import { ExploreParams } from '../slices/assistantSlice' +import { ExploreFilterValidator, FieldType } from '../utils/ExploreFilterHelper' - return ` - - SELECT ml_generate_text_llm_result AS generated_content - FROM - ML.GENERATE_TEXT( - MODEL \`${model_id}\`, - ( - ${subselect} - ), - STRUCT( - 0.05 AS temperature, - 1024 AS max_output_tokens, - 0.98 AS top_p, - TRUE AS flatten_json_output, - 1 AS top_k) - ) +const parseJSONResponse = (jsonString: string | null | undefined) => { + if(!jsonString) { + return '' + } - ` + if (jsonString.startsWith('```json') && jsonString.endsWith('```')) { + jsonString = jsonString.slice(7, -3).trim() + } + + try { + return JSON.parse(jsonString) + } catch (error) { + return jsonString + } } -function formatContent(field: { +function formatRow(field: { name?: string type?: string label?: string description?: string tags?: string[] }) { - let result = '' - if (field.name) result += 'name: ' + field.name - if (field.type) result += (result ? ', ' : '') + 'type: ' + field.type - if (field.label) result += (result ? ', ' : '') + 'label: ' + field.label - if (field.description) - result += (result ? ', ' : '') + 'description: ' + field.description - if (field.tags && field.tags.length) - result += (result ? ', ' : '') + 'tags: ' + field.tags.join(', ') - - return result + // Initialize properties with default values if not provided + const name = field.name || '' + const type = field.type || '' + const label = field.label || '' + const description = field.description || '' + const tags = field.tags ? field.tags.join(', ') : '' + + // Return a markdown row + return `| ${name} | ${type} | ${label} | ${description} | ${tags} |` } const useSendVertexMessage = () => { const { showBoundary } = useErrorBoundary() + // cloud function const VERTEX_AI_ENDPOINT = process.env.VERTEX_AI_ENDPOINT || '' const VERTEX_CF_AUTH_TOKEN = process.env.VERTEX_CF_AUTH_TOKEN || '' @@ -81,25 +62,31 @@ const useSendVertexMessage = () => { const VERTEX_BIGQUERY_MODEL_ID = process.env.VERTEX_BIGQUERY_MODEL_ID || '' const { core40SDK } = useContext(ExtensionContext) - const { settings, examples, currentExplore} = - useSelector((state: RootState) => state.assistant as AssistantState) + const { settings, examples, currentExplore } = useSelector( + (state: RootState) => state.assistant as AssistantState, + ) const currentExploreKey = currentExplore.exploreKey - const exploreRefinementExamples = examples.exploreRefinementExamples[currentExploreKey] + const exploreRefinementExamples = + examples.exploreRefinementExamples[currentExploreKey] - const vertextBigQuery = async ( + const vertexBigQuery = async ( contents: string, parameters: ModelParameters, ) => { const createSQLQuery = await core40SDK.ok( core40SDK.create_sql_query({ connection_name: VERTEX_BIGQUERY_LOOKER_CONNECTION_NAME, - sql: generateSQL(VERTEX_BIGQUERY_MODEL_ID, contents, parameters), + sql: BigQueryHelper.generateSQL( + VERTEX_BIGQUERY_MODEL_ID, + contents, + parameters, + ), }), ) if (createSQLQuery.slug) { - const runSQLQuery = await core40SDK.ok( + const runSQLQuery: any = await core40SDK.ok( core40SDK.run_sql_query(createSQLQuery.slug, 'json'), ) const exploreData = await runSQLQuery[0]['generated_content'] @@ -114,7 +101,7 @@ const useSendVertexMessage = () => { } } - const vertextCloudFunction = async ( + const vertexCloudFunction = async ( contents: string, parameters: ModelParameters, ) => { @@ -148,12 +135,15 @@ const useSendVertexMessage = () => { Here are some example prompts the user has asked so far and how to summarize them: -${exploreRefinementExamples && exploreRefinementExamples - .map((item) => { - const inputText = '"' + item.input.join('", "') + '"' - return `- The sequence of prompts from the user: ${inputText}. The summarized prompts: "${item.output}"` - }) - .join('\n')} +${ + exploreRefinementExamples && + exploreRefinementExamples + .map((item) => { + const inputText = '"' + item.input.join('", "') + '"' + return `- The sequence of prompts from the user: ${inputText}. The summarized prompts: "${item.output}"` + }) + .join('\n') +} Conversation so far ---------- @@ -173,6 +163,16 @@ ${exploreRefinementExamples && exploreRefinementExamples [exploreRefinementExamples], ) + const promptWrapper = (prompt: string) => { + // wrap the prompt with the current date + const currentDate = new Date().toLocaleString() + return `The current date is ${currentDate} + + + ${prompt} + ` + } + const isSummarizationPrompt = async (prompt: string) => { const contents = ` Primer @@ -204,39 +204,23 @@ ${exploreRefinementExamples && exploreRefinementExamples } const summarizeExplore = useCallback( - async (exploreQueryArgs: string) => { - const params = new URLSearchParams(exploreQueryArgs) - - // Initialize an object to construct the query - const queryParams: { - fields: string[] - filters: Record - sorts: string[] - limit: string - } = { - fields: [], - filters: {}, - sorts: [], - limit: '', - } - - // Iterate over the parameters to fill the query object - params.forEach((value, key) => { - if (key === 'fields') { - queryParams.fields = value.split(',') - } else if (key.startsWith('f[')) { - const filterKey = key.match(/\[(.*?)\]/)?.[1] - if (filterKey) { - queryParams.filters[filterKey] = value + async (exploreParams: ExploreParams) => { + const filters: Record = {} + if (exploreParams.filters !== undefined) { + const exploreFiltters = exploreParams.filters + Object.keys(exploreFiltters).forEach((key: string) => { + if (!exploreFiltters[key]) { + return } - } else if (key === 'sorts') { - queryParams.sorts = value.split(',') - } else if (key === 'limit') { - queryParams.limit = value - } - }) - - console.log(params) + const filter: string[] | string = exploreFiltters[key] + if (typeof filter === 'string') { + filters[key] = filter + } + if (Array.isArray(filter)) { + filters[key] = filter.join(', ') + } + }) + } // get the contents of the explore query const createQuery = await core40SDK.ok( @@ -244,10 +228,10 @@ ${exploreRefinementExamples && exploreRefinementExamples model: currentExplore.modelName, view: currentExplore.exploreId, - fields: queryParams.fields || [], - filters: queryParams.filters || {}, - sorts: queryParams.sorts || [], - limit: queryParams.limit || '1000', + fields: exploreParams.fields || [], + filters: filters, + sorts: exploreParams.sorts || [], + limit: exploreParams.limit || '1000', }), ) @@ -291,97 +275,320 @@ ${exploreRefinementExamples && exploreRefinementExamples }, [currentExplore], ) + const generateFilterParams = useCallback( + async (prompt: string, dimensions: any[], measures: any[]) => { + // get the filters + const filterContents = ` + + ${looker_filter_doc} + + # LookML Definitions + + Below is a table of dimensions and measures that can be used to determine what the filters should be. Pay attention to the dimension type when translating the filters. + + | Field Id | Field Type | LookML Type | Label | Description | Tags | + |------------|------------|-------------|-------|-------------|------| + ${dimensions.map(formatRow).join('\n')} + ${measures.map(formatRow).join('\n')} + + # Instructions + + The user asked the following question: + + \`\`\` + ${prompt} + \`\`\` + + + Your job is to follow the steps below and generate a JSON object. + + * Step 1: Your task is the look at the following data question that the user is asking and determine the filter expression for it. You should return a JSON list of filters to apply. Each element in the list will be a pair of the field id and the filter expression. Your output will look like \`[ { "field_id": "example_view.created_date", "filter_expression": "this year" } ]\` + * Step 2: verify that you're only using valid expressions for the filter values. If you do not know what the valid expressions are, refer to the table above. If you are still unsure, don't use the filter. + * Step 3: verify that the field ids are indeed Field Ids from the table. If they are not, you should return an empty dictionary. There should be a period in the field id. + ` + console.log(filterContents) + const filterResponseInitial = await sendMessage(filterContents, {}) + + // check the response + const filterContentsCheck = + filterContents + + ` + + # Output + + ${filterResponseInitial} + + # Instructions + + Verify the output, make changes and return the JSON + + ` + const filterResponseCheck = await sendMessage(filterContentsCheck, {}) + const filterResponseCheckJSON = parseJSONResponse(filterResponseCheck) + + // Iterate through each filter + const filterResponseJSON: any = {} + + // Validate each filter + filterResponseCheckJSON.forEach(function (filter: { + field_id: string + filter_expression: string + }) { + const field = + dimensions.find((d) => d.name === filter.field_id) || + measures.find((m) => m.name === filter.field_id) + + if (!field) { + console.log(`Invalid field: ${filter.field_id}`) + return + } - const generateExploreUrl = useCallback( - async ( - prompt: string, - dimensions: any[], - measures: any[], - exploreGenerationExamples: any[], - ) => { - try { - const contents = ` - Context - ---------- + console.log(field) - You are a developer who would transalate questions to a structured Looker URL query based on the following instructions. + const isValid = ExploreFilterValidator.isFilterValid( + field.type as FieldType, + filter.filter_expression, + ) - Instructions: - - choose only the fields in the below lookml metadata - - prioritize the field description, label, tags, and name for what field(s) to use for a given description - - generate only one answer, no more. - - use the Examples (at the bottom) for guidance on how to structure the Looker url query - - try to avoid adding dynamic_fields, provide them when very similar example is found in the bottom - - never respond with sql, always return an looker explore url as a single string - - response should start with fields= , as in the Examples section at the bottom + if (!isValid) { + console.log( + `Invalid filter expression for field ${filter.field_id}: ${filter.filter_expression}`, + ) + return + } - LookML Metadata - ---------- + // Check if the field_id already exists in the hash + if (!filterResponseJSON[filter.field_id]) { + // If not, create an empty array for this field_id + filterResponseJSON[filter.field_id] = [] + } + // Push the filter_expression into the array + filterResponseJSON[filter.field_id].push(filter.filter_expression) + }) - Dimensions Used to group by information (follow the instructions in tags when using a specific field; if map used include a location or lat long dimension;): + console.log('filterResponseInitial', filterResponseInitial) + console.log('filterResponseCheckJSON', filterResponseCheckJSON) + console.log('filterResponseJSON', filterResponseJSON) - ${dimensions.map(formatContent).join('\n')} + return filterResponseJSON + }, + [], + ) - Measures are used to perform calculations (if top, bottom, total, sum, etc. are used include a measure): + const generateVisualizationParams = async ( + exploreParams: ExploreParams, + prompt: string, + ) => { + const contents = ` - ${measures.map(formatContent).join('\n')} + ${looker_visualization_doc} - Example - ---------- + # User Request - ${exploreGenerationExamples && exploreGenerationExamples - .map((item) => `input: "${item.input}" ; output: ${item.output}`) - .join('\n')} + ## Prompt - Input - ---------- - ${prompt} + The user asked the following question: - Output - ---------- - ` - const parameters = { - max_output_tokens: 1000, - } - console.log(contents) - const response = await sendMessage(contents, parameters) + \`\`\` + ${prompt} + \`\`\` - const cleanResponse = unquoteResponse(response) - console.log(cleanResponse) + ## Explore Definition - let toggleString = '&toggle=dat,pik,vis' - if (settings['show_explore_data'].value) { - toggleString = '&toggle=pik,vis' - } + The user is asking for the following explore definition: - const newExploreUrl = cleanResponse + toggleString + \`\`\` + ${JSON.stringify(exploreParams)} + \`\`\` - return newExploreUrl - } catch (error) { - console.error( - 'Error waiting for data (lookml fields & training examples) to load:', - error, - ) - showBoundary({ - message: - 'Error waiting for data (lookml fields & training examples) to load:', - error, - }) + ## Determine Visualization JSON + + Based on the question, and on the original question, determine what the visualization config should be. The visualization config should be a JSON object that is compatible with the Looker API run_inline_query function. Only contain values that are different than the defaults. Here is an example: + + \`\`\` + { + "type": "looker_column", + } + \`\`\` + + ` + const parameters = { + max_output_tokens: 1000, + } + const response = await sendMessage(contents, parameters) + return parseJSONResponse(response) + } + + const generateBaseExploreParams = useCallback( + async ( + prompt: string, + dimensions: any[], + measures: any[], + exploreGenerationExamples: any[], + ) => { + if (!dimensions.length || !measures.length) { + showBoundary(new Error('Dimensions or measures are not defined')) return } + const currentDateTime = new Date().toISOString() + + let exampleText = '' + if(exploreGenerationExamples && exploreGenerationExamples.length > 0) { + exampleText = exploreGenerationExamples.map((item) => `input: "${item.input}" ; output: ${item.output}`).join('\n') + } + + const contents = ` + # Context + + Your job is to convert a user question in plain language to the JSON payload that we will use to generate a Looker API call to the run_inline_query function. + + ## Format of query object + + | Field | Type | Description | + |--------------------|--------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | model | string | Model | + | view | string | Explore Name | + | fields | string[] | Fields | + | pivots | string[] | Pivots | + | fill_fields | string[] | Fill Fields | + | filters | object | Filters | + | filter_expression | string | Filter Expression | + | sorts | string[] | Sorts | + | limit | string | Limit | + | column_limit | string | Column Limit | + | total | boolean | Total | + | row_total | string | Raw Total | + | subtotals | string[] | Subtotals | + | vis_config | object | Visualization configuration properties. These properties are typically opaque and differ based on the type of visualization used. There is no specified set of allowed keys. The values can be any type supported by JSON. A "type" key with a string value is often present, and is used by Looker to determine which visualization to present. Visualizations ignore unknown vis_config properties. | + | filter_config | object | The filter_config represents the state of the filter UI on the explore page for a given query. When running a query via the Looker UI, this parameter takes precedence over "filters". When creating a query or modifying an existing query, "filter_config" should be set to null. Setting it to any other value could cause unexpected filtering behavior. The format should be considered opaque. | + + + # LookML Metadata + + Model: ${currentExplore.modelName} + Explore: ${currentExplore.exploreId} + + Dimensions Used to group by information (follow the instructions in tags when using a specific field; if map used include a location or lat long dimension;): + + | Field Id | Field Type | LookML Type | Label | Description | Tags | + |------------|------------|-------------|-------|-------------|------| + ${dimensions.map(formatRow).join('\n')} + + Measures are used to perform calculations (if top, bottom, total, sum, etc. are used include a measure): + + | Field Id | Field Type | LookML Type | Label | Description | Tags | + |------------|------------|-------------|-------|-------------|------| + ${measures.map(formatRow).join('\n')} + + # Examples + Examples Below were taken at a different date. ALL DATE RANGES ARE WRONG COMPARING TO CURRENT DATE. + (BE CAREFUL WITH DATES, DO NOT OUTPUT THE Examples 1:1, as changes could happen with timeframes and date ranges) + ${exampleText} + + + Output + ---------- + + Return a JSON that is compatible with the Looker API run_inline_query function as per the spec. Here is an example: + + { + "model":"${currentExplore.modelName}", + "view":"${currentExplore.exploreId}", + "fields":["category.name","inventory_items.days_in_inventory_tier","products.count"], + "filters":{"category.name":"socks"}, + "sorts":["products.count desc 0"], + "limit":"500", + } + + Instructions: + - choose only the fields in the below lookml metadata + - prioritize the field description, label, tags, and name for what field(s) to use for a given description + - generate only one answer, no more. + - use the Examples for guidance on how to structure the body + - try to avoid adding dynamic_fields, provide them when very similar example is found in the bottom + - Always use the provided current date (${currentDateTime}) when generating Looker URL queries that involve TIMEFRAMES. + - only respond with a JSON object + + + User Request + ---------- + ${prompt} + + ` + + const parameters = { + max_output_tokens: 1000, + } + console.log(contents) + const response = await sendMessage(contents, parameters) + const responseJSON = parseJSONResponse(response) + + return responseJSON + }, + [currentExplore], + ) + + const generateExploreParams = useCallback( + async ( + prompt: string, + dimensions: any[], + measures: any[], + exploreGenerationExamples: any[], + ) => { + if (!dimensions.length || !measures.length) { + showBoundary(new Error('Dimensions or measures are not defined')) + return + } + + const [filterResponseJSON, responseJSON] = await Promise.all([ + generateFilterParams(prompt, dimensions, measures), + generateBaseExploreParams(prompt, dimensions, measures, exploreGenerationExamples), + ]) + + responseJSON['filters'] = filterResponseJSON + console.log(responseJSON) + + // get the visualizations + const visualizationResponseJSON = await generateVisualizationParams( + responseJSON, + prompt, + ) + console.log(visualizationResponseJSON) + + //responseJSON['vis_config'] = visualizationResponseJSON + + return responseJSON }, [settings], ) const sendMessage = async (message: string, parameters: ModelParameters) => { + const wrappedMessage = promptWrapper(message) try { + if ( + VERTEX_AI_ENDPOINT && + VERTEX_BIGQUERY_LOOKER_CONNECTION_NAME && + VERTEX_BIGQUERY_MODEL_ID + ) { + throw new Error( + 'Both Vertex AI and BigQuery are enabled. Please only enable one', + ) + } + let response = '' if (VERTEX_AI_ENDPOINT) { - response = await vertextCloudFunction(message, parameters) + response = await vertexCloudFunction(wrappedMessage, parameters) + } else if ( + VERTEX_BIGQUERY_LOOKER_CONNECTION_NAME && + VERTEX_BIGQUERY_MODEL_ID + ) { + response = await vertexBigQuery(wrappedMessage, parameters) + } else { + throw new Error('No Vertex AI or BigQuery connection found') } - if (VERTEX_BIGQUERY_LOOKER_CONNECTION_NAME && VERTEX_BIGQUERY_MODEL_ID) { - response = await vertextBigQuery(message, parameters) + if (response.startsWith('```json') && response.endsWith('```')) { + response = response.slice(7, -3).trim() } return response @@ -389,10 +596,15 @@ ${exploreRefinementExamples && exploreRefinementExamples showBoundary(error) return } + + return '' } return { - generateExploreUrl, + generateExploreParams, + generateBaseExploreParams, + generateFilterParams, + generateVisualizationParams, sendMessage, summarizePrompts, isSummarizationPrompt, diff --git a/explore-assistant-extension/src/pages/AgentPage/MessageThread.tsx b/explore-assistant-extension/src/pages/AgentPage/MessageThread.tsx index 58e71196..7eb19fd9 100644 --- a/explore-assistant-extension/src/pages/AgentPage/MessageThread.tsx +++ b/explore-assistant-extension/src/pages/AgentPage/MessageThread.tsx @@ -1,4 +1,4 @@ -import React from 'react' +import React, { useCallback, useEffect } from 'react' import { useSelector } from 'react-redux' import { RootState } from '../../store' import Message from '../../components/Chat/Message' @@ -7,11 +7,27 @@ import SummaryMessage from '../../components/Chat/SummaryMessage' import { CircularProgress } from '@material-ui/core' import { AssistantState, ChatMessage } from '../../slices/assistantSlice' -const MessageThread = () => { +interface MessageThreadProps { + endOfMessageRef: React.RefObject +} + +const MessageThread = ({ endOfMessageRef }: MessageThreadProps) => { const { currentExploreThread, isQuerying } = useSelector( (state: RootState) => state.assistant as AssistantState, ) + const scrollIntoView = useCallback(() => { + endOfMessageRef.current?.scrollIntoView({ behavior: 'smooth' }) + }, [endOfMessageRef]) + + const handleSummaryComplete = () => { + scrollIntoView() + } + + useEffect(() => { + scrollIntoView() + }, [currentExploreThread]) + if(currentExploreThread === null) { return <> } @@ -24,14 +40,14 @@ const MessageThread = () => { return ( ) } else if (message.type === 'summarize') { - return + return } else { return ( { )} +
) } diff --git a/explore-assistant-extension/src/pages/AgentPage/Sidebar.tsx b/explore-assistant-extension/src/pages/AgentPage/Sidebar.tsx index b4b920f4..1fc69500 100644 --- a/explore-assistant-extension/src/pages/AgentPage/Sidebar.tsx +++ b/explore-assistant-extension/src/pages/AgentPage/Sidebar.tsx @@ -12,7 +12,7 @@ import { resetChat, setCurrentThread, setIsChatMode, - setSidePanelExploreUrl, + setSidePanelExploreParams, AssistantState, } from '../../slices/assistantSlice' import { RootState } from '../../store' @@ -55,7 +55,7 @@ const Sidebar = ({ expanded, toggleDrawer }: SidebarProps) => { dispatch(resetChat()) dispatch(setCurrentThread(thread)) dispatch(setIsChatMode(true)) - dispatch(setSidePanelExploreUrl(thread.exploreUrl)) + dispatch(setSidePanelExploreParams(thread.exploreParams)) dispatch(openSidePanel()) } diff --git a/explore-assistant-extension/src/pages/AgentPage/index.tsx b/explore-assistant-extension/src/pages/AgentPage/index.tsx index b774f79e..3280998a 100644 --- a/explore-assistant-extension/src/pages/AgentPage/index.tsx +++ b/explore-assistant-extension/src/pages/AgentPage/index.tsx @@ -17,7 +17,7 @@ import { setCurrenExplore, setIsQuerying, setQuery, - setSidePanelExploreUrl, + setSidePanelExploreParams, updateCurrentThread, updateLastHistoryEntry, } from '../../slices/assistantSlice' @@ -52,12 +52,13 @@ const AgentPage = () => { const endOfMessagesRef = useRef(null) // Ref for the last message const dispatch = useDispatch() const [expanded, setExpanded] = useState(false) - const { generateExploreUrl, isSummarizationPrompt, summarizePrompts } = + const { generateExploreParams, isSummarizationPrompt, summarizePrompts } = useSendVertexMessage() const { isChatMode, query, + isQuerying, currentExploreThread, currentExplore, sidePanel, @@ -76,6 +77,14 @@ const AgentPage = () => { } }) + const scrollIntoView = useCallback(() => { + endOfMessagesRef.current?.scrollIntoView({ behavior: 'smooth' }) + }, [endOfMessagesRef]) + + useEffect(() => { + scrollIntoView() + }, [currentExploreThread, query, isQuerying]) + const submitMessage = useCallback(async () => { if (query === '') { return @@ -95,7 +104,8 @@ const AgentPage = () => { }), ) - const exploreKey = currentExploreThread?.exploreKey || currentExplore.exploreKey + const exploreKey = + currentExploreThread?.exploreKey || currentExplore.exploreKey // set the explore if it is not set if (!currentExploreThread?.modelName || !currentExploreThread?.exploreId) { @@ -136,28 +146,19 @@ const AgentPage = () => { const exploreGenerationExamples = examples.exploreGenerationExamples[exploreKey] - const newExploreUrl = await generateExploreUrl( + const newExploreParams = await generateExploreParams( promptSummary, dimensions, measures, exploreGenerationExamples, ) - console.log('New Explore URL: ', newExploreUrl) + console.log('New Explore URL: ', newExploreParams) dispatch(setIsQuerying(false)) dispatch(setQuery('')) - // If the newExploreUrl is empty, do not update the current thread - if ( - newExploreUrl === '' || - newExploreUrl === null || - newExploreUrl === undefined - ) { - return - } - dispatch( updateCurrentThread({ - exploreUrl: newExploreUrl, + exploreParams: newExploreParams, summarizedPrompt: promptSummary, }), ) @@ -165,8 +166,8 @@ const AgentPage = () => { if (isSummary) { dispatch( addMessage({ + exploreParams: newExploreParams, uuid: uuidv4(), - exploreUrl: newExploreUrl, actor: 'system', createdAt: Date.now(), summary: '', @@ -174,13 +175,13 @@ const AgentPage = () => { }), ) } else { - dispatch(setSidePanelExploreUrl(newExploreUrl)) + dispatch(setSidePanelExploreParams(newExploreParams)) dispatch(openSidePanel()) dispatch( addMessage({ + exploreParams: newExploreParams, uuid: uuidv4(), - exploreUrl: newExploreUrl, summarizedPrompt: promptSummary, actor: 'system', createdAt: Date.now(), @@ -189,6 +190,9 @@ const AgentPage = () => { ) } + // scroll to bottom of message thread + scrollIntoView() + // update the history with the current contents of the thread dispatch(updateLastHistoryEntry()) }, [query, semanticModels, examples, currentExplore, currentExploreThread]) @@ -196,14 +200,12 @@ const AgentPage = () => { const isDataLoaded = isBigQueryMetadataLoaded && isSemanticModelLoaded useEffect(() => { - if (!query || query === '') { + if (!query || query === '' || !isDataLoaded) { return } - if (query !== '' && isDataLoaded) { - submitMessage() - endOfMessagesRef.current?.scrollIntoView({ behavior: 'smooth' }) - } + submitMessage() + scrollIntoView() }, [query, isDataLoaded]) const toggleDrawer = () => { @@ -315,26 +317,8 @@ const AgentPage = () => { )} >
-
- {!isDataLoaded ? ( -
-

- - Hello. - -

-

- Loading the conversation and LookML Metadata...{' '} -

-
- -
-
- ) : ( -
- -
- )} +
+
{
@@ -422,7 +406,6 @@ const AgentPage = () => { )}
-
{/* Ref for the last message */}
) diff --git a/explore-assistant-extension/src/slices/assistantSlice.ts b/explore-assistant-extension/src/slices/assistantSlice.ts index 83170b49..bf0c3845 100644 --- a/explore-assistant-extension/src/slices/assistantSlice.ts +++ b/explore-assistant-extension/src/slices/assistantSlice.ts @@ -1,6 +1,16 @@ import { createSlice, PayloadAction } from '@reduxjs/toolkit' import { v4 as uuidv4 } from 'uuid' +export interface ExploreParams { + fields?: string[] + filters?: Record + pivots?: string[] + vis_config?: any + sorts?: string[] + limit?: string + +} + export interface Setting { name: string description: string @@ -52,7 +62,7 @@ export interface Message { export interface ExploreMessage { uuid: string - exploreUrl: string + exploreParams: ExploreParams actor: 'system' createdAt: number type: 'explore' @@ -61,7 +71,7 @@ export interface ExploreMessage { export interface SummarizeMesage { uuid: string - exploreUrl: string + exploreParams: ExploreParams actor: 'system' createdAt: number type: 'summarize' @@ -76,7 +86,7 @@ export type ExploreThread = { modelName: string exploreKey: string messages: ChatMessage[] - exploreUrl: string + exploreParams: ExploreParams summarizedPrompt: string promptList: string[] createdAt: number @@ -102,7 +112,7 @@ export interface AssistantState { } sidePanel: { isSidePanelOpen: boolean - exploreUrl: string + exploreParams: ExploreParams } history: ExploreThread[] semanticModels: { @@ -126,7 +136,7 @@ export const newThreadState = () => { exploreId: '', modelName: '', messages: [], - exploreUrl: '', + exploreParams: {}, summarizedPrompt: '', promptList: [], createdAt: Date.now() @@ -145,7 +155,7 @@ export const initialState: AssistantState = { }, sidePanel: { isSidePanelOpen: false, - exploreUrl: '', + exploreParams: {}, }, history: [], query: '', @@ -201,8 +211,8 @@ export const assistantSlice = createSlice({ closeSidePanel: (state) => { state.sidePanel.isSidePanelOpen = false }, - setSidePanelExploreUrl: (state, action: PayloadAction) => { - state.sidePanel.exploreUrl = action.payload + setSidePanelExploreParams: (state, action: PayloadAction) => { + state.sidePanel.exploreParams = action.payload }, clearHistory : (state) => { state.history = [] @@ -227,11 +237,11 @@ export const assistantSlice = createSlice({ setSemanticModels: (state, action: PayloadAction) => { state.semanticModels = action.payload }, - setExploreUrl: (state, action: PayloadAction) => { + setExploreParams: (state, action: PayloadAction) => { if (state.currentExploreThread === null) { state.currentExploreThread = newThreadState() } - state.currentExploreThread.exploreUrl = action.payload + state.currentExploreThread.exploreParams = action.payload }, updateCurrentThread: ( state, @@ -324,7 +334,7 @@ export const { setSemanticModels, setIsSemanticModelLoaded, - setExploreUrl, + setExploreParams, setQuery, resetChat, addMessage, @@ -339,7 +349,7 @@ export const { openSidePanel, closeSidePanel, - setSidePanelExploreUrl, + setSidePanelExploreParams, setSetting, resetSettings, diff --git a/explore-assistant-extension/src/store.ts b/explore-assistant-extension/src/store.ts index 65b44187..f60a4a56 100644 --- a/explore-assistant-extension/src/store.ts +++ b/explore-assistant-extension/src/store.ts @@ -1,4 +1,4 @@ -import { configureStore } from '@reduxjs/toolkit' +import { configureStore, Reducer } from '@reduxjs/toolkit' import { persistStore, persistReducer, createTransform } from 'redux-persist' import storage from 'redux-persist/lib/storage' // defaults to localStorage for web import { combineReducers } from 'redux' @@ -38,6 +38,8 @@ const filterTransform = createTransform( } }) + newState.settings = persistedSettings as Settings + return newState } return inboundState @@ -68,9 +70,16 @@ const persistConfig = { transforms: [filterTransform], } -const rootReducer = combineReducers({ - assistant: assistantReducer, -}) +const rootReducer: Reducer<{ + assistant: AssistantState; +}> = (state, action) => { + if (state === undefined) { + return { assistant: initialState } + } + return combineReducers({ + assistant: assistantReducer, + })(state, action) +} const persistedReducer = persistReducer(persistConfig, rootReducer) diff --git a/explore-assistant-extension/src/utils/BigQueryHelper.ts b/explore-assistant-extension/src/utils/BigQueryHelper.ts new file mode 100644 index 00000000..441660f0 --- /dev/null +++ b/explore-assistant-extension/src/utils/BigQueryHelper.ts @@ -0,0 +1,38 @@ +import { UtilsHelper } from "./Helper" +import { ModelParameters } from "./VertexHelper" + +export class BigQueryHelper { + static generateSQL = ( + model_id: string, + prompt: string, + parameters: ModelParameters, + ) => { + const escapedPrompt = UtilsHelper.escapeQueryAll(prompt) + const subselect = `SELECT '` + escapedPrompt + `' AS prompt` + + const { + max_output_tokens = 1024, + temperature = 0.05, + top_p = 0.98, + flatten_json_output = true, + top_k = 1, + } = parameters + + return ` + SELECT ml_generate_text_llm_result AS generated_content + FROM + ML.GENERATE_TEXT( + MODEL \`${model_id}\`, + ( + ${subselect} + ), + STRUCT( + ${temperature} AS temperature, + ${max_output_tokens} AS max_output_tokens, + ${top_p} AS top_p, + ${flatten_json_output} AS flatten_json_output, + ${top_k} AS top_k) + ) + ` + } +} diff --git a/explore-assistant-extension/src/utils/ExploreFilterHelper.ts b/explore-assistant-extension/src/utils/ExploreFilterHelper.ts new file mode 100644 index 00000000..fde8b3de --- /dev/null +++ b/explore-assistant-extension/src/utils/ExploreFilterHelper.ts @@ -0,0 +1,236 @@ +export type FieldType = + | 'string' + | 'number' + | 'date' + | 'boolean' + | 'date_date' + | 'date_time' + | 'date_hour' + | 'date_hour_of_day' + | 'date_millisecond' + | 'date_minute' + | 'date_month' + | 'date_month_num' + | 'date_quarter' + | 'date_quarter_of_year' + | 'date_second' + | 'date_time_of_day' + | 'date_week' + | 'date_day_of_week' + | 'date_week_of_year' + | 'date_year' + | 'date_day_of_year' + | 'location' + | 'location_latitude' + | 'location_longitude' + +export interface Field { + name: string + type: FieldType +} + +export interface FilterExpression { + [key: string]: string[] +} + +export class ExploreFilterValidator { + static isValidStringFilter(filter: string): boolean { + const rules: ((f: string) => boolean)[] = [ + (f) => /^[^%,]+$/.test(f), // Exact match + (f) => /^[^%,]+(,[^%,]+)+$/.test(f), // Multiple exact matches + (f) => /^%[^%]+%$/.test(f), // Contains + (f) => /^[^%]+%$/.test(f), // Starts with + (f) => /^%[^%]+$/.test(f), // Ends with + (f) => /^[^%]+%[^%]+$/.test(f), // Starts with and ends with + (f) => f === 'EMPTY' || f === 'NULL', // EMPTY or NULL + (f) => /^-[^%,]+$/.test(f), // Not equal to + (f) => /^-(%[^%]+%|[^%]+%|%[^%]+)$/.test(f), // Not contains, not starts with, not ends with + (f) => f === '-EMPTY' || f === '-NULL', // Not EMPTY or not NULL + (f) => /^[^%]+%(,[^%,]+)+$/.test(f), // Starts with or exact match + (f) => /^_[^%]+$/.test(f), // Single character wildcard + ] + + return rules.some((rule) => rule(filter)) + } + + static isValidNumberFilter(filter: string): boolean { + const singleRules: ((f: string) => boolean)[] = [ + (f) => /^-?\d+(\.\d+)?$/.test(f), // Exact number (including negative) + (f) => /^NOT\s+-?\d+(\.\d+)?$/.test(f), // NOT number + (f) => /^(<>|!=|[<>]=?)-?\d+(\.\d+)?$/.test(f), // Relational operators + (f) => /^(-?\d+(\.\d+)?(,\s*-?\d+(\.\d+)?)+)$/.test(f), // List of numbers + (f) => /^NOT\s+(-?\d+(\.\d+)?(,\s*-?\d+(\.\d+)?)+)$/.test(f), // NOT list of numbers + (f) => /^-?\d+(\.\d+)?\s+to\s+-?\d+(\.\d+)?$/.test(f), // Range + (f) => /^to\s+-?\d+(\.\d+)?$/.test(f), // "to X" (X or less) + (f) => /^-?\d+(\.\d+)?\s+to$/.test(f), // "X to" (X or greater) + (f) => /^NULL$/.test(f), // NULL + (f) => /^NOT\s+NULL$/.test(f), // NOT NULL + (f) => /^[\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])]$/.test(f), // Single interval notation + (f) => /^NOT\s+[\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])]$/.test(f), // NOT single interval + (f) => /^[\[(](-inf|-?\d+(\.\d+)?),\s*(inf|-?\d+(\.\d+)?)[\])]$/.test(f), // Interval with infinity + (f) => + /^([\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])])(,\s*([\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])])+)$/.test( + f, + ), // Multiple intervals + (f) => + /^([\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])])\s*,\s*-?\d+(\.\d+)?$/.test( + f, + ), // Interval and exact number + (f) => + /^-?\d+(\.\d+)?\s*,\s*[\[(]-?\d+(\.\d+)?,\s*-?\d+(\.\d+)?[\])]$/.test( + f, + ), // Exact number and interval + (f) => /^NOT\s+(-?\d+(\.\d+)?\s+to\s+-?\d+(\.\d+)?)$/.test(f), // NOT range + (f) => /^((-?\d+(\.\d+)?|NOT\s+-?\d+(\.\d+)?)(,\s*|$))+$/.test(f), // Combination of exact and NOT + ] + + const complexRules: ((f: string) => boolean)[] = [ + (f) => /^(>=|>)-?\d+(\.\d+)?\s+AND\s+(<=|<)-?\d+(\.\d+)?$/.test(f), // AND range + (f) => /^(<|<=)-?\d+(\.\d+)?\s+OR\s+(>|>=)-?\d+(\.\d+)?$/.test(f), // OR range + ] + + const parts = filter.split(/\s+OR\s+/) + return parts.every( + (part) => + singleRules.some((rule) => rule(part)) || + complexRules.some((rule) => rule(part)), + ) + } + + static isValidDateFilter(filter: string): boolean { + const rules: ((f: string) => boolean)[] = [ + // This {interval} + (f) => /^(this|next|last)\s+(week|month|quarter|year)$/.test(f), + // {n} {interval}, {n} {interval} ago, {n} {interval} ago for {n} {interval}, {n} {interval} from now, {n} {interval} from now for {n} {interval} + (f) => + /^\d+\s+(second|minute|hour|day|week|month|year)s?(\s+(ago|from\s+now))?$/.test( + f, + ), + (f) => + /^\d+\s+(second|minute|hour|day|week|month|year)s?\s+ago\s+for\s+\d+\s+(second|minute|hour|day|week|month|year)s?$/.test( + f, + ), + (f) => + /^\d+\s+(second|minute|hour|day|week|month|year)s?\s+from\s+now\s+for\s+\d+\s+(second|minute|hour|day|week|month|year)s?$/.test( + f, + ), + // before {n} {interval} ago + (f) => + /^before\s+\d+\s+(second|minute|hour|day|week|month|year)s?\s+ago$/.test( + f, + ), + // before {time}, after {time} + (f) => + /^(before|after)\s+\d{4}-\d{2}-\d{2}(\s+\d{2}:\d{2}:\d{2})?$/.test(f), + // {time} to {time} + (f) => + /^\d{4}-\d{2}-\d{2}(\s+\d{2}:\d{2}:\d{2})?\s+to\s+\d{4}-\d{2}-\d{2}(\s+\d{2}:\d{2}:\d{2})?$/.test( + f, + ), + // today, yesterday, tomorrow + (f) => /^(today|yesterday|tomorrow)$/.test(f), + // {day of week} + (f) => + /^(monday|tuesday|wednesday|thursday|friday|saturday|sunday)$/i.test(f), + // next {week, month, quarter, fiscal quarter, year, fiscal year} + (f) => + /^next\s+(week|month|quarter|fiscal\s+quarter|year|fiscal\s+year)$/.test( + f, + ), + // this {interval} to {interval} + (f) => + /^this\s+(year|month|week|quarter|fiscal\s+year)\s+to\s+(second|minute|hour|day|week|month|quarter|fiscal\s+year)$/.test( + f, + ), + // {time} for {n} {interval} + (f) => + /^\d{4}-\d{2}-\d{2}(\s+\d{2}:\d{2}:\d{2})?\s+for\s+\d+\s+(second|minute|hour|day|week|month|year)s?$/.test( + f, + ), + // FY{year}, FY{year}-Q{quarter} + (f) => /^FY\d{4}$/.test(f), + (f) => /^FY\d{4}-Q[1-4]$/.test(f), + // Absolute Dates + (f) => /^\d{4}\/(0[1-9]|1[0-2])\/(0[1-9]|[12][0-9]|3[01])$/.test(f), + (f) => /^\d{4}\/(0[1-9]|1[0-2])$/.test(f), + (f) => /^\d{4}$/.test(f), + // {time} for {n} {interval} (using slashes) + (f) => + /^\d{4}\/\d{2}\/\d{2}(\s+\d{2}:\d{2}:\d{2})?\s+for\s+\d+\s+(second|minute|hour|day|week|month|year)s?$/.test( + f, + ), + ] + + const parts = filter.split(/\s*,\s*/) + return parts.every((part) => rules.some((rule) => rule(part))) + } + + static isValidBooleanFilter(filter: string): boolean { + return /^(yes|no|true|false)$/i.test(filter) + } + + static isValidLocationFilter(filter: string): boolean { + return /^(latitude|longitude):-?\d+(\.\d+)?$/.test(filter) + } + + static isFilterValid(fieldType: FieldType, filter: string): boolean { + switch (fieldType) { + case 'string': + return this.isValidStringFilter(filter) + case 'number': + return this.isValidNumberFilter(filter) + case 'date': + case 'date_date': + case 'date_time': + case 'date_hour': + case 'date_hour_of_day': + case 'date_millisecond': + case 'date_minute': + case 'date_month': + case 'date_month_num': + case 'date_quarter': + case 'date_quarter_of_year': + case 'date_second': + case 'date_time_of_day': + case 'date_week': + case 'date_day_of_week': + case 'date_week_of_year': + case 'date_year': + case 'date_day_of_year': + return this.isValidDateFilter(filter) + case 'boolean': + return this.isValidBooleanFilter(filter) + case 'location': + case 'location_latitude': + case 'location_longitude': + return this.isValidLocationFilter(filter) + default: + return false + } + } + + static validateFilters( + fields: Field[], + filterExpression: FilterExpression, + ): boolean { + const fieldMap = new Map(fields.map((field) => [field.name, field.type])) + + for (const [filterField, filterValues] of Object.entries( + filterExpression, + )) { + if (!fieldMap.has(filterField)) { + return false // Field does not exist in the field list + } + + const fieldType = fieldMap.get(filterField) + + for (const filter of filterValues) { + if (!this.isFilterValid(fieldType!, filter)) { + return false // Invalid filter expression + } + } + } + + return true // All checks passed + } +} diff --git a/explore-assistant-extension/src/utils/ExploreHelper.ts b/explore-assistant-extension/src/utils/ExploreHelper.ts new file mode 100644 index 00000000..440dff34 --- /dev/null +++ b/explore-assistant-extension/src/utils/ExploreHelper.ts @@ -0,0 +1,46 @@ +import { ExploreParams } from '../slices/assistantSlice' + +export class ExploreHelper { + + static exploreQueryArgumentString = (exploreParams: ExploreParams): string => { + const encodedParams = ExploreHelper.encodeExploreParams(exploreParams) + return new URLSearchParams(encodedParams).toString() + } + + static encodeExploreParams = ( + exploreParams: ExploreParams , + ): { [key: string]: string } => { + if (!exploreParams || Object.keys(exploreParams).length === 0) { + return {} + } + + const { fields, filters, sorts, limit, pivots, vis_config } = exploreParams + + const fieldsString = fields?.join(',') || '' + + const sortsString = Array.isArray(sorts) + ? sorts.map((sort) => sort).join(',') + : '' + + const limitString = limit ? limit.toString() : '' + + const pivotsString = pivots?.join(',') || '' + const visString = vis_config ? JSON.stringify(vis_config) : '' + + const encodedParams: { [key: string]: string } = { + fields: fieldsString, + sorts: sortsString, + limit: limitString, + pivots: pivotsString, + vis: visString, + } + + if (filters) { + Object.entries(filters).forEach(([key, value]) => { + encodedParams[`f[${key}]`] = value + }) + } + + return encodedParams + } +} diff --git a/explore-assistant-extension/src/utils/VertexHelper.ts b/explore-assistant-extension/src/utils/VertexHelper.ts new file mode 100644 index 00000000..c49053c8 --- /dev/null +++ b/explore-assistant-extension/src/utils/VertexHelper.ts @@ -0,0 +1,7 @@ +export interface ModelParameters { + max_output_tokens?: number + temperature?: number + top_p?: number + flatten_json_output?: boolean + top_k?: number + } \ No newline at end of file diff --git a/explore-assistant-extension/tests/generateFilterParams.test.tsx b/explore-assistant-extension/tests/generateFilterParams.test.tsx new file mode 100644 index 00000000..c5a150e9 --- /dev/null +++ b/explore-assistant-extension/tests/generateFilterParams.test.tsx @@ -0,0 +1,107 @@ +import React from 'react' +import { renderHook, act } from '@testing-library/react-hooks' +import useSendVertexMessage from '../src/hooks/useSendVertexMessage' +import dotenv from 'dotenv' +import { ExtensionContext } from '@looker/extension-sdk-react' +import { Provider } from 'react-redux' +import { ErrorBoundary } from 'react-error-boundary' +import { setSemanticModels } from '../src/slices/assistantSlice' +import { store } from '../src/store' + +dotenv.config() + +const mockCore40SDK = { + ok: jest.fn(), + create_sql_query: jest.fn(), + run_sql_query: jest.fn(), + create_query: jest.fn(), + run_query: jest.fn(), +} + +const mockExtensionContextValue = { + core40SDK: mockCore40SDK, + route: jest.fn(), + visualizationSDK: jest.fn(), + tileHostData: jest.fn(), + tileSDK: jest.fn(), + extensionSDK: jest.fn(), +} + +// Fallback render function for ErrorBoundary +const FallbackRender = ({ error }: { error: Error }) => ( +
Error: {error.message}
+) + +describe('useSendVertexMessage', () => { + let result: ReturnType + + const dimensions = [ + { + name: 'orders.created_date', + type: 'string', + description: 'desc1', + tags: ['tag1'], + }, + ] + + const measures = [ + { + name: 'orders.sum_revenue', + type: 'number', + description: 'The sum of the revenue', + tags: ['tag1'], + }, + ] + const semanticModels = { + 'ecommerce:orders': { + exploreKey: 'ecommerce:orders', + modelName: 'ecommerce', + exploreId: 'orders', + dimensions, + measures, + } + } + + beforeEach(async () => { + // Set initial dimensions and measures + await act(async () => { + store.dispatch(setSemanticModels(semanticModels)) + }) + + const { result: hookResult } = renderHook(() => useSendVertexMessage(), { + wrapper: ({ children }) => ( + + {/* @ts-ignore */} + + + {children} + + + + ), + }) + result = hookResult.current + }) + + test('generateFilterParams should return correct filter parameters', async () => { + const prompt = 'Show me the sales data for this year' + + await act(async () => { + const filterParams = await result.generateFilterParams( + prompt, + dimensions, + measures, + ) + + expect( + Object.prototype.hasOwnProperty.call( + filterParams, + 'orders.created_date', + ), + ).toBe(true) + expect(filterParams['orders.created_date']).toContain('this year') + }) + }) + + // Additional test cases can be added here +}) diff --git a/explore-assistant-extension/tests/unit_tests/ExploreFilterHelper.test.ts b/explore-assistant-extension/tests/unit_tests/ExploreFilterHelper.test.ts new file mode 100644 index 00000000..772119b5 --- /dev/null +++ b/explore-assistant-extension/tests/unit_tests/ExploreFilterHelper.test.ts @@ -0,0 +1,435 @@ +import { + ExploreFilterValidator, + Field, + FilterExpression, +} from '../../src/utils/ExploreFilterHelper' + +describe('ExploreFilterValidator', () => { + describe('String Filters', () => { + const testCases = [ + { input: 'FOO', expected: true, description: 'Exact match' }, + { + input: 'FOO,BAR', + expected: true, + description: 'Multiple exact matches', + }, + { input: '%FOO%', expected: true, description: 'Contains' }, + { input: 'FOO%', expected: true, description: 'Starts with' }, + { input: '%FOO', expected: true, description: 'Ends with' }, + { + input: 'F%OD', + expected: true, + description: 'Starts with and ends with', + }, + { input: 'EMPTY', expected: true, description: 'EMPTY' }, + { input: 'NULL', expected: true, description: 'NULL' }, + { input: '-FOO', expected: true, description: 'Not equal to' }, + { + input: '-FOO,-BAR', + expected: true, + description: 'Multiple not equal to', + }, + { input: '-%FOO%', expected: true, description: 'Not contains' }, + { input: '-FOO%', expected: true, description: 'Not starts with' }, + { input: '-%FOO', expected: true, description: 'Not ends with' }, + { input: '-EMPTY', expected: true, description: 'Not EMPTY' }, + { input: '-NULL', expected: true, description: 'Not NULL' }, + { + input: 'FOO%,BAR', + expected: true, + description: 'Starts with or exact match', + }, + { + input: 'FOO%,-FOOD', + expected: true, + description: 'Starts with and not equal to', + }, + { + input: '_UF', + expected: true, + description: 'Single character wildcard', + }, + ] + + testCases.forEach(({ input, expected, description }) => { + it(`isValidStringFilter: ${description} - ${input}`, () => { + expect(ExploreFilterValidator.isValidStringFilter(input)).toBe(expected) + }) + }) + }) + + describe('Number Filters', () => { + const testCases = [ + { input: '5', expected: true, description: 'Exact number' }, + { input: 'NOT 5', expected: true, description: 'NOT number' }, + { input: '<>5', expected: true, description: 'Not equal to' }, + { + input: '!=5', + expected: true, + description: 'Not equal to (alternative)', + }, + { input: '1, 3, 5, 7', expected: true, description: 'List of numbers' }, + { + input: 'NOT 66, 99, 4', + expected: true, + description: 'NOT list of numbers', + }, + { input: '>1 AND <100', expected: true, description: 'Range with AND' }, + { + input: '5, NOT 6, NOT 7', + expected: true, + description: 'Combination of exact and NOT', + }, + { input: '5.5 to 10', expected: true, description: 'Range with to' }, + { + input: '>=5.5 AND <=10', + expected: true, + description: 'Range with AND and =', + }, + { input: 'NOT 3 to 80.44', expected: true, description: 'NOT range' }, + { + input: '<3 OR >80.44', + expected: true, + description: 'Less than OR greater than', + }, + { input: '1 to', expected: true, description: '1 or greater' }, + { input: '>=1', expected: true, description: 'Greater than or equal to' }, + { input: 'to 10', expected: true, description: '10 or less' }, + { input: '<=10', expected: true, description: 'Less than or equal to' }, + { + input: '>10 AND <=20 OR 90', + expected: true, + description: 'Complex condition', + }, + { + input: '>=50 AND <=100 OR >=500 AND <=1000', + expected: true, + description: 'Multiple ranges', + }, + { input: 'NULL', expected: true, description: 'NULL' }, + { input: 'NOT NULL', expected: true, description: 'NOT NULL' }, + { input: '(1, 7)', expected: true, description: 'Open interval' }, + { input: '[5, 90]', expected: true, description: 'Closed interval' }, + { input: '(12, 20]', expected: true, description: 'Half-open interval' }, + { input: '[12, 20)', expected: true, description: 'Half-open interval' }, + { input: '(500, inf)', expected: true, description: 'Open upper bound' }, + { input: '(-inf, 10]', expected: true, description: 'Open lower bound' }, + { + input: '[0, 9],[20, 29]', + expected: true, + description: 'Multiple intervals', + }, + { + input: '[0, 10], 20', + expected: true, + description: 'Interval and exact number', + }, + { + input: 'NOT (3, 12)', + expected: true, + description: 'NOT open interval', + }, + { input: 'INVALID', expected: false, description: 'Invalid input' }, + ] + + testCases.forEach(({ input, expected, description }) => { + it(`isValidNumberFilter: ${description} - ${input}`, () => { + expect(ExploreFilterValidator.isValidNumberFilter(input)).toBe(expected) + }) + }) + }) + + describe('Date Filters', () => { + const testCases = [ + // This {interval} + { input: 'this year', expected: true, description: 'This year' }, + { input: 'this month', expected: true, description: 'This month' }, + { input: 'this week', expected: true, description: 'This week' }, + { input: 'this quarter', expected: true, description: 'This quarter' }, + { input: 'this day', expected: false, description: 'Invalid interval' }, + + // Next {interval} + { input: 'next year', expected: true, description: 'Next year' }, + { input: 'next month', expected: true, description: 'Next month' }, + { input: 'next week', expected: true, description: 'Next week' }, + { input: 'next quarter', expected: true, description: 'Next quarter' }, + { input: 'next day', expected: false, description: 'Invalid interval' }, + + // Last {interval} + { input: 'last year', expected: true, description: 'Last year' }, + { input: 'last month', expected: true, description: 'Last month' }, + { input: 'last week', expected: true, description: 'Last week' }, + { input: 'last quarter', expected: true, description: 'Last quarter' }, + { input: 'last day', expected: false, description: 'Invalid interval' }, + + // {n} {interval}, {n} {interval} ago + { input: '3 days', expected: true, description: 'N days' }, + { input: '3 days ago', expected: true, description: 'N days ago' }, + { input: '5 months', expected: true, description: 'N months' }, + { input: '5 months ago', expected: true, description: 'N months ago' }, + { input: '10 years', expected: true, description: 'N years' }, + { input: '10 years ago', expected: true, description: 'N years ago' }, + + // {n} {interval} ago for {n} {interval} + { + input: '3 months ago for 2 days', + expected: true, + description: 'N months ago for N days', + }, + { + input: '2 years ago for 1 month', + expected: true, + description: 'N years ago for N months', + }, + { + input: '1 week ago for 3 hours', + expected: true, + description: 'N weeks ago for N hours', + }, + { + input: '3 days ago for 2 seconds', + expected: true, + description: 'N days ago for N seconds', + }, + + // Before {n} {interval} ago + { + input: 'before 3 days ago', + expected: true, + description: 'Before N days ago', + }, + { + input: 'before 5 months ago', + expected: true, + description: 'Before N months ago', + }, + { + input: 'before 1 year ago', + expected: true, + description: 'Before N years ago', + }, + + // Before {time}, after {time} + { + input: 'before 2018-01-01 12:00:00', + expected: true, + description: 'Before specific datetime', + }, + { + input: 'after 2018-10-05', + expected: true, + description: 'After specific date', + }, + { + input: 'before 2018-01-01', + expected: true, + description: 'Before specific date', + }, + { + input: 'after 2018-10-05 14:30:00', + expected: true, + description: 'After specific datetime', + }, + + // {time} to {time} + { + input: '2018-05-18 12:00:00 to 2018-05-18 14:00:00', + expected: true, + description: 'Datetime range', + }, + { + input: '2020-01-01 to 2020-12-31', + expected: true, + description: 'Date range', + }, + { + input: '2021-06-01 09:00:00 to 2021-06-01 18:00:00', + expected: true, + description: 'Datetime range within a day', + }, + { + input: '2022-03-15 to 2022-03-16', + expected: true, + description: 'Date range over two days', + }, + + // This {interval} to {interval} + { + input: 'this year to second', + expected: true, + description: 'This year to second', + }, + { + input: 'this month to day', + expected: true, + description: 'This month to day', + }, + { + input: 'this week to hour', + expected: true, + description: 'This week to hour', + }, + + // {time} for {n} {interval} + { + input: '2018-01-01 12:00:00 for 3 days', + expected: true, + description: 'Specific datetime for N days', + }, + { + input: '2020-05-10 for 1 month', + expected: true, + description: 'Specific date for N months', + }, + { + input: '2019-12-31 for 2 years', + expected: true, + description: 'Specific date for N years', + }, + + // Today, yesterday, tomorrow + { input: 'today', expected: true, description: 'Today' }, + { input: 'yesterday', expected: true, description: 'Yesterday' }, + { input: 'tomorrow', expected: true, description: 'Tomorrow' }, + + // Day of week + { input: 'Monday', expected: true, description: 'Day of week' }, + { input: 'Tuesday', expected: true, description: 'Day of week' }, + { input: 'Wednesday', expected: true, description: 'Day of week' }, + { input: 'Thursday', expected: true, description: 'Day of week' }, + { input: 'Friday', expected: true, description: 'Day of week' }, + { input: 'Saturday', expected: true, description: 'Day of week' }, + { input: 'Sunday', expected: true, description: 'Day of week' }, + + // Next {week, month, quarter, fiscal quarter, year, fiscal year} + { input: 'next week', expected: true, description: 'Next week' }, + { input: 'next month', expected: true, description: 'Next month' }, + { input: 'next quarter', expected: true, description: 'Next quarter' }, + { input: 'next fiscal quarter', expected: true, description: 'Next fiscal quarter' }, + { input: 'next year', expected: true, description: 'Next year' }, + { input: 'next fiscal year', expected: true, description: 'Next fiscal year' }, + + // {n} {interval} from now + { + input: '3 days from now', + expected: true, + description: 'N days from now', + }, + { + input: '5 months from now', + expected: true, + description: 'N months from now', + }, + { + input: '10 years from now', + expected: true, + description: 'N years from now', + }, + + // {n} {interval} from now for {n} {interval} + { + input: '3 days from now for 2 weeks', + expected: true, + description: 'N days from now for N weeks', + }, + { + input: '1 month from now for 3 days', + expected: true, + description: 'N months from now for N days', + }, + { + input: '1 year from now for 2 months', + expected: true, + description: 'N years from now for N months', + }, + + // FY{year}, FY{year}-Q{quarter} + { input: 'FY2018', expected: true, description: 'Fiscal year' }, + { input: 'FY2019-Q1', expected: true, description: 'Fiscal quarter' }, + { input: 'FY2020-Q4', expected: true, description: 'Fiscal quarter' }, + { input: 'FY2021', expected: true, description: 'Fiscal year' }, + + // Absolute dates + { input: '2018/05/29', expected: true, description: 'Specific date' }, + { input: '2018/05', expected: true, description: 'Specific month' }, + { input: '2018', expected: true, description: 'Specific year' }, + + // Invalid inputs + { input: 'INVALID', expected: false, description: 'Invalid input' }, + { input: '3 days before now', expected: false, description: 'Invalid input' }, + { input: '2018/13', expected: false, description: 'Invalid month' }, + { input: '2018-05-32', expected: false, description: 'Invalid date' }, + { input: 'next decade', expected: false, description: 'Invalid interval' }, + ] + + testCases.forEach(({ input, expected, description }) => { + it(`isValidDateFilter: ${description} - ${input}`, () => { + expect(ExploreFilterValidator.isValidDateFilter(input)).toBe(expected) + }) + }) + }) + + describe('Boolean Filters', () => { + const testCases = [ + { input: 'yes', expected: true, description: 'yes (lowercase)' }, + { input: 'Yes', expected: true, description: 'Yes (capitalized)' }, + { input: 'no', expected: true, description: 'no (lowercase)' }, + { input: 'No', expected: true, description: 'No (capitalized)' }, + { input: 'TRUE', expected: true, description: 'TRUE (uppercase)' }, + { input: 'FALSE', expected: true, description: 'FALSE (uppercase)' }, + { input: 'true', expected: true, description: 'true (lowercase)' }, + { input: 'false', expected: true, description: 'false (lowercase)' }, + { input: 'INVALID', expected: false, description: 'Invalid input' }, + ] + + testCases.forEach(({ input, expected, description }) => { + it(`isValidBooleanFilter: ${description} - ${input}`, () => { + expect(ExploreFilterValidator.isValidBooleanFilter(input)).toBe( + expected, + ) + }) + }) + }) + + describe('validateFilters', () => { + const fields: Field[] = [ + { name: 'string_field', type: 'string' }, + { name: 'number_field', type: 'number' }, + { name: 'date_field', type: 'date' }, + { name: 'boolean_field', type: 'boolean' }, + ] + + it('should return true for valid filters', () => { + const filterExpression: FilterExpression = { + string_field: ['FOO%', 'BAR'], + number_field: ['5', '>10 AND <=20'], + date_field: ['this year', '3 days ago'], + boolean_field: ['yes'], + } + expect( + ExploreFilterValidator.validateFilters(fields, filterExpression), + ).toBe(true) + }) + + it('should return false for invalid filters', () => { + const filterExpression: FilterExpression = { + string_field: ['INVALID%'], + number_field: ['5', 'INVALID'], + date_field: ['this year', 'INVALID'], + boolean_field: ['INVALID'], + } + expect( + ExploreFilterValidator.validateFilters(fields, filterExpression), + ).toBe(false) + }) + + it('should return false for non-existing fields', () => { + const filterExpression: FilterExpression = { + non_existing_field: ['FOO'], + } + expect( + ExploreFilterValidator.validateFilters(fields, filterExpression), + ).toBe(false) + }) + }) +}) diff --git a/explore-assistant-extension/tsconfig.json b/explore-assistant-extension/tsconfig.json index c5f60a44..427057b1 100644 --- a/explore-assistant-extension/tsconfig.json +++ b/explore-assistant-extension/tsconfig.json @@ -54,5 +54,6 @@ SOFTWARE. "exclude": [ "explore-assistant-extension/node_modules", "explore-assistant-extension/dist", - ] + ], + "include": ["src/**/*.ts", "tests/**/*.ts"] } diff --git a/explore-assistant-extension/webpack.config.js b/explore-assistant-extension/webpack.config.js index 891d09c8..02c0c480 100644 --- a/explore-assistant-extension/webpack.config.js +++ b/explore-assistant-extension/webpack.config.js @@ -69,6 +69,10 @@ module.exports = { test: /\.(css|scss|sass)$/i, use: ["style-loader", "css-loader", 'postcss-loader', "sass-loader"], }, + { + test: /\.md$/, + use: 'raw-loader', + }, { test: /\.(png|jpe?g|gif)$/i, use: [