From 421e4fcdb89957c69a892fc4cf6bc28d7e11ee99 Mon Sep 17 00:00:00 2001 From: Alikia2x Date: Wed, 19 Jun 2024 17:14:23 +0800 Subject: [PATCH] feature: intention detection by nlp.js, with demo of showing weather --- .../search/onesearch/handleNLUResult.ts | 42 ++ components/search/onesearch/onesearch.tsx | 28 +- lib/nlp/base.ts | 25 +- lib/nlp/data/en.json | 134 +++++ lib/nlp/data/zh.json | 124 +++++ lib/nlp/load.ts | 55 ++ lib/nlp/stopwords.ts | 4 +- lib/nlp/train.ts | 76 +++ lib/version.ts | 4 +- lib/weather/getCurrentWeather.ts | 39 ++ lib/weather/getLocation.ts | 17 + lib/weather/getWeather.ts | 23 + lib/weather/wmocode.ts | 294 ++++++++++ package.json | 13 +- pnpm-lock.yaml | 505 +++++++++++++++++- public/model | Bin 0 -> 27776 bytes test/NLP/removeStopwords.test.ts | 18 + 17 files changed, 1374 insertions(+), 27 deletions(-) create mode 100644 components/search/onesearch/handleNLUResult.ts create mode 100644 lib/nlp/data/en.json create mode 100644 lib/nlp/data/zh.json create mode 100644 lib/nlp/load.ts create mode 100644 lib/nlp/train.ts create mode 100644 lib/weather/getCurrentWeather.ts create mode 100644 lib/weather/getLocation.ts create mode 100644 lib/weather/getWeather.ts create mode 100644 lib/weather/wmocode.ts create mode 100644 public/model create mode 100644 test/NLP/removeStopwords.test.ts diff --git a/components/search/onesearch/handleNLUResult.ts b/components/search/onesearch/handleNLUResult.ts new file mode 100644 index 0000000..0feaeeb --- /dev/null +++ b/components/search/onesearch/handleNLUResult.ts @@ -0,0 +1,42 @@ +import { suggestionItem } from "@/global"; +import { findClosestDateIndex } from "@/lib/weather/getCurrentWeather"; +import { getLocationNative } from "@/lib/weather/getLocation"; +import { getWeather } from "@/lib/weather/getWeather"; +import { WMOCodeTable } from "@/lib/weather/wmocode"; + +type UpdateSuggestionFunction = (data: suggestionItem[]) => void; + +export function handleNLUResult(result: any, updateSuggestion: UpdateSuggestionFunction){ + if (result.intent == "weather.summary") { + getLocationNative((data: GeolocationCoordinates | GeolocationPositionError) => { + console.log(data); + if (data instanceof GeolocationCoordinates) { + getWeather(data.latitude, data.longitude).then((weather) => { + console.log(weather["hourly"]); + let hourIndex = findClosestDateIndex( + weather["hourly"]["time"], + weather["utc_offset_seconds"] + ); + let temp = weather["hourly"]["apparent_temperature"][hourIndex]; + let weatherCode = weather["hourly"]["weather_code"][hourIndex]; + console.log(temp, weatherCode, hourIndex); + updateSuggestion([ + { + type: "text", + suggestion: `Weather: ${temp}${weather["hourly_units"]["apparent_temperature"]}, ${WMOCodeTable[weatherCode]["day"].description}`, + relevance: 3000 * result.score + } + ]); + }); + } + }); + } else if (result.intent !== "None") { + updateSuggestion([ + { + type: "text", + suggestion: result.intent, + relevance: 2200 * result.score + } + ]); + } +} \ No newline at end of file diff --git a/components/search/onesearch/onesearch.tsx b/components/search/onesearch/onesearch.tsx index 2ebaa8c..1326e80 100644 --- a/components/search/onesearch/onesearch.tsx +++ b/components/search/onesearch/onesearch.tsx @@ -11,12 +11,19 @@ import validLink from "@/lib/url/validLink"; import Link from "./link"; import { selectedSuggestionState } from "@/components/state/suggestionSelection"; import { settingsState } from "@/components/state/settings"; -import { base64NLP } from "@/lib/onesearch/baseCheck"; import PlainText from "./plainText"; import { sendError } from "@/lib/telemetering/sendError"; +import { NLU } from "@/lib/nlp/load"; +import { getLocationNative } from "@/lib/weather/getLocation"; +import { getWeather } from "@/lib/weather/getWeather"; +import { findClosestDateIndex, getClosestHourTimestamp } from "@/lib/weather/getCurrentWeather"; +import { WMOCodeTable } from "@/lib/weather/wmocode"; +import { handleNLUResult } from "./handleNLUResult"; export default function () { const [suggestion, setFinalSuggetsion] = useRecoilState(suggestionsState); + const [location, setLocation] = useState(null); + const [manager, setManager] = useState(null); const lastRequestTimeRef = useRef(0); const selected = useRecoilValue(selectedSuggestionState); const settings = useRecoilValue(settingsState); @@ -78,6 +85,15 @@ export default function () { }); } + const NLUModel = new NLU(); + + useEffect(() => { + NLUModel.init().then((nlu) => { + setManager(nlu.manager); + console.log(nlu.manager); + }); + }, []); + useEffect(() => { cleanSuggestion("default-link", "default", "text"); if (validLink(query)) { @@ -94,9 +110,13 @@ export default function () { } ]); } - const b64 = base64NLP(query); - if (b64.suggestion !== null) { - updateSuggestion([b64 as suggestionItem]); + + if (manager != null) { + // @ts-ignore + manager.process(query).then((result) => { + console.log(result); + handleNLUResult(result, updateSuggestion); + }); } }, [query, engineName]); diff --git a/lib/nlp/base.ts b/lib/nlp/base.ts index c8abaf2..5e38b79 100644 --- a/lib/nlp/base.ts +++ b/lib/nlp/base.ts @@ -1,19 +1,32 @@ import { NLPResult } from "../onesearch/NLPResult"; import { stopwords } from "./stopwords"; -class NLP { +export class NLP { result: NLPResult; constructor( public query: String, - public task: String + public task: String, + public intentionKeywords?: String[], ) { this.result = new NLPResult(); } - public removeStopwords(str: string, extraStopwords: string[] = [], disableDefault: boolean = false){ + public removeStopwords(extraStopwords: string[] = [], disableDefault: boolean = false){ const list = disableDefault ? extraStopwords : stopwords.concat(extraStopwords); - for (let word of list){ - str = str.replace(new RegExp(`\\b${word}\\b`, 'gi'), ''); + if (list.includes(this.query.trim())) { + this.query = ""; } - return str; + for (let word of list){ + this.query = this.query.replace(new RegExp(`\\b${word}\\b`, 'gi'), ''); + } + } + public extractSlots(str: string, useNER = false): string[]{ + const slots: string[] = []; + + return slots; + } + public trim() { + this.query = this.query.trim(); + const wordList = this.query.split(" ").filter(word => word !== ""); + this.query = wordList.join(" "); } } \ No newline at end of file diff --git a/lib/nlp/data/en.json b/lib/nlp/data/en.json new file mode 100644 index 0000000..98e17dc --- /dev/null +++ b/lib/nlp/data/en.json @@ -0,0 +1,134 @@ +{ + "weather.summary": [ + "how's the weather", + "What's going on with the weather?", + "Can you give me an update on the weather?", + "How's the forecast looking today?", + "Give me a summary of the current weather.", + "Can you tell me the current weather?", + "What is the weather situation at the moment?", + "Could you provide a quick weather update?", + "Is it raining or sunny outside?", + "What's the weather like right now?", + "Tell me the current weather conditions.", + "How about the weather today?", + "Is it a good day to be outside?", + "What should I expect in terms of weather today?", + "Is there any severe weather to be aware of?", + "Can you summarize today's weather forecast?", + "What's the weather looking like for the next few hours?", + "Is it going to stay this way all day?", + "Could you give me a brief overview of the weather?", + "What's the general weather situation in our area?", + "Is it cloudy or clear outside?", + "Any weather alerts I should know about?", + "How's the weather looking for outdoor activities?", + "What's the forecast saying for today's weather?", + "Is it going to be a warm day?", + "Are we expecting any storms today?", + "What's the weather condition outside my window?", + "Is it a typical day for this season in terms of weather?", + "how's the weather now?" + ], + + "weather.temp": [ + "What's the temperature like right now?", + "Can you tell me the current temperature?", + "How hot is it outside?", + "What's the temperature supposed to be today?", + "What is the current temp outside?", + "Could you tell me the outdoor temperature?", + "Is it cold or warm outside?", + "What's the high temperature for today?", + "What's the low temperature expected tonight?", + "How does the temperature feel outside?", + "Is it going to get warmer or cooler today?", + "What's the temperature in the shade?", + "Can you provide the current temp in Celsius?", + "What's the temperature in Fahrenheit right now?", + "Is it too hot to be outside?", + "What's the temperature like in the morning?", + "How about the temperature in the evening?", + "Is it warm enough to go swimming?", + "What's the temperature in the city center?", + "Can you tell me the temp in the nearby area?", + "Is it below freezing outside?", + "What's the average temperature for today?", + "Is the temperature dropping or rising?", + "What should I wear considering the temperature?" + ], + + "base64.encode": [ + "Please encode this data with base64: %s", + "I need to encode the following data in base64: %s", + "Could you encode this string using base64? %s", + "Convert this data to b64 encoding: %s", + "I want to encode this information with base64: %s", + "Help me encode this in base64: %s", + "Can you encode this data to base64 format? %s", + "b64 encode", + "base64 encode", + "encode base64 %s" + ], + + "base64.decode": [ + "Please decode this base64 data: %s", + "I have a base64 encoded string that needs decoding: %s", + "Could you decode this base64 string for me? %s", + "Convert this base64 encoded data back to its original form: %s", + "I need to decode this base64 information: %s", + "Help me decode this base64 data: %s", + "Can you translate this base64 back to normal text? %s", + "b64 decode", + "base64 decode", + "decode base64 %s" + ], + + "url.encode": [ + "Please encode this URL: %s", + "I need to encode this URL component: %s", + "Could you encode this part of the URL? %s", + "Convert this URL to its encoded form: %s", + "I want to encode this URL for safe transmission: %s", + "Help me encode this URL segment: %s", + "Can you encode this URL data? %s" + ], + + "url.decode": [ + "Please decode this URL: %s", + "I have an encoded URL that needs decoding: %s", + "Could you decode this URL for me? %s", + "Convert this encoded URL back to its original form: %s", + "I need to decode this URL component: %s", + "Help me decode this URL segment: %s", + "Can you translate this encoded URL back to normal? %s" + ], + + "html.encode": [ + "Please encode this HTML entity: %s", + "I need to encode this text to HTML entity: %s", + "Could you encode this as an HTML entity? %s", + "Convert this text to HTML entity encoding: %s", + "I want to encode this to prevent HTML interpretation: %s", + "Help me encode this into HTML entity: %s", + "Can you encode this for HTML usage? %s" + ], + + "html.decode": [ + "Please decode this HTML entity: %s", + "I have an HTML entity that needs decoding: %s", + "Could you decode this HTML entity for me? %s", + "Convert this HTML entity back to its original text: %s", + "I need to decode this HTML entity to plain text: %s", + "Help me decode this HTML entity: %s", + "Can you translate this HTML entity back to normal text? %s" + ], + + "None": [ + "free weather api", + "js get timezone", + "how", + "how's", + "how's the" + ] +} diff --git a/lib/nlp/data/zh.json b/lib/nlp/data/zh.json new file mode 100644 index 0000000..09cdf11 --- /dev/null +++ b/lib/nlp/data/zh.json @@ -0,0 +1,124 @@ +{ + "weather.summary": [ + "天气如何", + "现在的天气", + "今天的天气预报", + "现在的天气状况", + "今天天气怎么样", + "目前是什么天气", + "今天的天气概述", + "当前天气状况如何", + "今天会下雨吗", + "今天会下雪吗", + "今天晴天吗", + "今天的天气状况如何", + "现在外面是什么天气", + "今天天气好么", + "今天适合外出吗", + "今天的天气适宜做什么", + "今天有没有雾霾", + "今天的空气质量如何", + "今天的紫外线指数是多少", + "今天有没有大风", + "今天会不会很冷", + "今天的天气会变化吗", + "今天晚上的天气如何", + "今天夜里会下雨吗", + "今天的天气对出行有影响吗", + "今天的天气对运动有影响吗", + "今天的天气对工作有影响吗", + "今天的天气对旅游有影响吗", + "今天的天气对健康有影响吗" + ], + "weather.temp": [ + "现在的温度", + "现在多少度", + "外面有多热", + "明天热不热？", + "现在的气温是多少", + "今天最高温度是多少", + "今天最低温度是多少", + "现在外面感觉冷吗", + "现在需要穿外套吗", + "现在适合穿短袖吗", + "现在的温度适合外出吗", + "现在的温度适合运动吗", + "现在的温度适合睡觉吗", + "明天会比今天热吗", + "明天会比今天冷吗", + "今天的温度变化大吗", + "现在的温度适合开空调吗", + "现在的温度适合开暖气吗", + "室外的温度是多少", + "室内的温度是多少", + "现在的温度适合种植吗", + "现在的温度适合养宠物吗", + "现在的温度对健康有影响吗", + "现在的温度是否舒适", + "现在的温度是否适合工作" + ], + "base64.encode": [ + "请将数据使用base64编码：%s", + "需要将以下数据base64编码：%s", + "请将此字符串转为base64：%s", + "将数据转为base64编码：%s", + "信息base64编码：%s", + "请帮忙编码base64：%s", + "将数据编码为base64：%s" + ], + + "base64.decode": [ + "请解码这个base64数据：%s", + "有base64编码字符串需要解码：%s", + "帮忙解码base64：%s", + "将base64编码转回原数据：%s", + "解码base64信息：%s", + "解码这个base64：%s", + "将base64转文本：%s" + ], + + "url.encode": [ + "请编码这个URL：%s", + "URL部分需要编码：%s", + "请将URL部分编码：%s", + "URL编码转换：%s", + "安全传输需编码URL：%s", + "编码URL段：%s", + "URL数据编码：%s" + ], + + "url.decode": [ + "请解码这个URL：%s", + "有URL编码需要解码：%s", + "解码这个URL：%s", + "URL编码转回原URL：%s", + "解码URL部分：%s", + "解码URL段：%s", + "URL编码转文本：%s" + ], + + "html.encode": [ + "请编码HTML实体：%s", + "文本转为HTML实体：%s", + "编码为HTML实体：%s", + "文本HTML实体编码：%s", + "预防HTML解析编码：%s", + "HTML实体编码：%s", + "文本HTML使用编码：%s" + ], + + "html.decode": [ + "请解码HTML实体：%s", + "HTML实体需要解码：%s", + "解码HTML实体：%s", + "HTML实体转回文本：%s", + "HTML实体解码：%s", + "解码HTML实体：%s", + "HTML实体转文本：%s" + ], + + "None": [ + "你好", + "为什么计算机使用二进制" + ] +} diff --git a/lib/nlp/load.ts b/lib/nlp/load.ts new file mode 100644 index 0000000..63d0517 --- /dev/null +++ b/lib/nlp/load.ts @@ -0,0 +1,55 @@ +// @ts-ignore +import { containerBootstrap } from "@nlpjs/core"; +// @ts-ignore +import { Nlp } from "@nlpjs/nlp"; +// @ts-ignore +import { NluManager, NluNeural } from "@nlpjs/nlu"; +// @ts-ignore +import { LangEn } from "@nlpjs/lang-en-min"; +// @ts-ignore +import { LangZh } from "@nlpjs/lang-zh"; +import * as fflate from 'fflate'; + +let zh: TrainData = {}; +let en: TrainData = {}; + +type TrainData = { + [key: string]: string[]; +}; + +export class NLU { + manager: any; + inited: boolean = false; + async loadIntentionModel() { + const container = await containerBootstrap(); + container.use(Nlp); + container.use(LangEn); + container.use(LangZh); + container.use(NluNeural); + const manager = new NluManager({ + container, + locales: ["en", "zh"], + nlu: { + useNoneFeature: true + } + }); + const response = await fetch("/model"); + + const responseBuf = await response.arrayBuffer(); + const compressed = new Uint8Array(responseBuf); + const decompressed = fflate.decompressSync(compressed); + const modelText = fflate.strFromU8(decompressed); + manager.fromJSON(JSON.parse(modelText)); + this.manager = manager; + // console.log(this.manager); + } + async init() { + await this.loadIntentionModel(); + this.inited = true; + return this; + } + async process(lang: string, text: string): Promise { + const actual = await this.manager.process(lang, text); + return actual; + } +} \ No newline at end of file diff --git a/lib/nlp/stopwords.ts b/lib/nlp/stopwords.ts index 0276f3a..692301a 100644 --- a/lib/nlp/stopwords.ts +++ b/lib/nlp/stopwords.ts @@ -1 +1,3 @@ -export const stopwords = ["a","about","above","after","again","against","all","am","an","and","any","are","aren't","as","at","be","because","been","before","being","below","between","both","but","by","can't","cannot","could","couldn't","did","didn't","do","does","doesn't","doing","don't","down","during","each","few","for","from","further","had","hadn't","has","hasn't","have","haven't","having","he","he'd","he'll","he's","her","here","here's","hers","herself","him","himself","his","how","how's","i","i'd","i'll","i'm","i've","if","in","into","is","isn't","it","it's","its","itself","let's","me","more","most","mustn't","my","myself","no","nor","not","of","off","on","once","only","or","other","ought","our","ours ourselves","out","over","own","same","shan't","she","she'd","she'll","she's","should","shouldn't","so","some","such","than","that","that's","the","their","theirs","them","themselves","then","there","there's","these","they","they'd","they'll","they're","they've","this","those","through","to","too","under","until","up","very","was","wasn't","we","we'd","we'll","we're","we've","were","weren't","what","what's","when","when's","where","where's","which","while","who","who's","whom","why","why's","with","won't","would","wouldn't","you","you'd","you'll","you're","you've","your","yours","yourself","yourselves"]; \ No newline at end of file +export const stopwords = ["a","about","above","after","again","against","all","am","an","and","any","are","aren't","as","at","be","because","been","before","being","below","between","both","but","by","can't","cannot","could","couldn't","did","didn't","do","does","doesn't","doing","don't","down","during","each","few","for","from","further","had","hadn't","has","hasn't","have","haven't","having","he","he'd","he'll","he's","her","here","here's","hers","herself","him","himself","his","how","how's","i","i'd","i'll","i'm","i've","if","in","into","is","isn't","it","it's","its","itself","let's","me","more","most","mustn't","my","myself","no","nor","not","of","off","on","once","only","or","other","ought","our","ours","ourselves","out","over","own","please","same","shan't","she","she'd","she'll","she's","should","shouldn't","so","some","such","than","that","that's","the","their","theirs","them","themselves","then","there","there's","these","they","they'd","they'll","they're","they've","this","those","through","to","too","under","until","up","very","was","wasn't","we","we'd","we'll","we're","we've","were","weren't","what","what's","when","when's","where","where's","which","while","who","who's","whom","why","why's","with","won't","would","wouldn't","you","you'd","you'll","you're","you've","your","yours","yourself","yourselves"]; + +export const convertStopwords = ["transform", "change", "translate", "convert"]; \ No newline at end of file diff --git a/lib/nlp/train.ts b/lib/nlp/train.ts new file mode 100644 index 0000000..21f6972 --- /dev/null +++ b/lib/nlp/train.ts @@ -0,0 +1,76 @@ +// @ts-ignore +import { containerBootstrap } from "@nlpjs/core"; +// @ts-ignore +import { Nlp } from "@nlpjs/nlp"; +// @ts-ignore +import { NluManager, NluNeural } from "@nlpjs/nlu"; +// @ts-ignore +import { LangEn } from "@nlpjs/lang-en-min"; +// @ts-ignore +import { LangZh } from "@nlpjs/lang-zh"; +import fs from "node:fs"; +import * as fflate from 'fflate'; + +let zh: TrainData = {}; +let en: TrainData = {}; + +type TrainData = { + [key: string]: string[]; +}; + +export async function trainIntentionModel() { + try { + const dataZH = fs.readFileSync("./lib/nlp/data/zh.json", "utf8"); + const dataEN = fs.readFileSync("./lib/nlp/data/en.json", "utf8"); + zh = JSON.parse(dataZH); + en = JSON.parse(dataEN); + } catch (err) { + console.error(err); + } + + const container = await containerBootstrap(); + container.use(Nlp); + container.use(LangEn); + container.use(LangZh); + container.use(NluNeural); + const manager = new NluManager({ + container, + locales: ["en", "zh"], + nlu: { + useNoneFeature: true + } + }); + // Adds the utterances and intents for the NLP + + for (const key in zh) { + for (const value of zh[key]) { + manager.add("zh", value, key); + } + } + + for (const key in en) { + for (const value of en[key]) { + manager.add("en", value, key); + } + } + + await manager.train(); + + // let actual = await manager.process("en", "base64 decode bilibili"); + // console.log(actual); + // let actualZH = await manager.process("zh", "去除百分号"); + // console.log(actualZH); + + const resultModel = manager.toJSON(); + + const buf = fflate.strToU8(JSON.stringify(resultModel)); + + const gzipped = fflate.gzipSync(buf, { + filename: 'model.json', + mtime: new Date().getTime() + }); + + fs.writeFileSync("./public/model", Buffer.from(gzipped)); +} + +trainIntentionModel(); diff --git a/lib/version.ts b/lib/version.ts index c478eac..e394c32 100644 --- a/lib/version.ts +++ b/lib/version.ts @@ -1,3 +1,3 @@ -export const SPARKHOME_VERSION="4.14.3"; -export const CLIENT_VERSION="4.14.2"; +export const SPARKHOME_VERSION="4.17.0"; +export const CLIENT_VERSION="4.17.0"; export const NEXT_API_VERSION="4.14.3"; \ No newline at end of file diff --git a/lib/weather/getCurrentWeather.ts b/lib/weather/getCurrentWeather.ts new file mode 100644 index 0000000..b762862 --- /dev/null +++ b/lib/weather/getCurrentWeather.ts @@ -0,0 +1,39 @@ +export function getClosestHourTimestamp(): string { + const now = new Date(); + now.setMinutes(0, 0, 0); // 设置分钟、秒和毫秒为0 + + // 获取本地时间的年份、月份、日期、小时 + const year = now.getFullYear(); + const month = String(now.getMonth() + 1).padStart(2, '0'); // 月份从0开始 + const day = String(now.getDate()).padStart(2, '0'); + const hour = String(now.getHours()).padStart(2, '0'); + + // 拼接成所需的格式 + const localHourTimestamp = `${year}-${month}-${day}T${hour}:00`; + + return localHourTimestamp; +} + +export function findClosestDateIndex(dates: string[], utc_offset_seconds: number): number { + const now = new Date(); + const nowTimestamp = now.getTime(); + const offsetMilliseconds = utc_offset_seconds * 1000; + + let closestIndex = -1; + let closestDiff = Infinity; + + for (let i = 0; i < dates.length; i++) { + const date = new Date(dates[i]); + const adjustedTimestamp = date.getTime(); + + if (adjustedTimestamp <= nowTimestamp) { + const diff = nowTimestamp - adjustedTimestamp; + if (diff < closestDiff) { + closestDiff = diff; + closestIndex = i; + } + } + } + + return closestIndex; +} \ No newline at end of file diff --git a/lib/weather/getLocation.ts b/lib/weather/getLocation.ts new file mode 100644 index 0000000..93774cc --- /dev/null +++ b/lib/weather/getLocation.ts @@ -0,0 +1,17 @@ +const options = { + enableHighAccuracy: true, + timeout: 10000, + maximumAge: 3600 +}; + +export function getLocationNative(callback: Function) { + navigator.geolocation.getCurrentPosition( + (pos: GeolocationPosition) => { + callback(pos.coords); + }, + (err: GeolocationPositionError) => { + callback(err); + }, + options + ); +} diff --git a/lib/weather/getWeather.ts b/lib/weather/getWeather.ts new file mode 100644 index 0000000..b9cc28c --- /dev/null +++ b/lib/weather/getWeather.ts @@ -0,0 +1,23 @@ +export async function getWeather(lat: number, lon: number) { + const timezone = Intl.DateTimeFormat().resolvedOptions().timeZone; + const cacheKey = `weather-cache-${lat.toFixed(2)}-${lon.toFixed(2)}-${timezone}`; + const localData = localStorage.getItem(cacheKey); + if (localData != null) { + console.log('Using cache'); + const parsedLocalData = JSON.parse(localData); + if (parsedLocalData["hourly"]["time"][0] != undefined && + new Date().getTime() - new Date(parsedLocalData["hourly"]["time"][0]).getTime() < 86400 * 1000 + ) { + return parsedLocalData; + } + else { + console.log('Cache expired'); + localStorage.removeItem(cacheKey); + } + } + const url = `https://api.open-meteo.com/v1/cma?latitude=${lat.toString()}&longitude=${lon.toString()}&hourly=apparent_temperature,precipitation,weather_code&timezone=${encodeURIComponent(timezone)}&forecast_days=1`; + const response = await fetch(url); + const responseJson = await response.json(); + localStorage.setItem(cacheKey, JSON.stringify(responseJson)); + return responseJson; +} \ No newline at end of file diff --git a/lib/weather/wmocode.ts b/lib/weather/wmocode.ts new file mode 100644 index 0000000..d852747 --- /dev/null +++ b/lib/weather/wmocode.ts @@ -0,0 +1,294 @@ +type WeatherInfo = { + description: string; + image: string; +}; + +type WMOCodeTable = { + [key: string]: { + day: WeatherInfo; + night: WeatherInfo; + }; +}; + +export let WMOCodeTable: WMOCodeTable = { + "0": { + day: { + description: "Sunny", + image: "http://openweathermap.org/img/wn/01d@2x.png" + }, + night: { + description: "Clear", + image: "http://openweathermap.org/img/wn/01n@2x.png" + } + }, + "1": { + day: { + description: "Mainly Sunny", + image: "http://openweathermap.org/img/wn/01d@2x.png" + }, + night: { + description: "Mainly Clear", + image: "http://openweathermap.org/img/wn/01n@2x.png" + } + }, + "2": { + day: { + description: "Partly Cloudy", + image: "http://openweathermap.org/img/wn/02d@2x.png" + }, + night: { + description: "Partly Cloudy", + image: "http://openweathermap.org/img/wn/02n@2x.png" + } + }, + "3": { + day: { + description: "Cloudy", + image: "http://openweathermap.org/img/wn/03d@2x.png" + }, + night: { + description: "Cloudy", + image: "http://openweathermap.org/img/wn/03n@2x.png" + } + }, + "45": { + day: { + description: "Foggy", + image: "http://openweathermap.org/img/wn/50d@2x.png" + }, + night: { + description: "Foggy", + image: "http://openweathermap.org/img/wn/50n@2x.png" + } + }, + "48": { + day: { + description: "Rime Fog", + image: "http://openweathermap.org/img/wn/50d@2x.png" + }, + night: { + description: "Rime Fog", + image: "http://openweathermap.org/img/wn/50n@2x.png" + } + }, + "51": { + day: { + description: "Light Drizzle", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Light Drizzle", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "53": { + day: { + description: "Drizzle", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Drizzle", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "55": { + day: { + description: "Heavy Drizzle", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Heavy Drizzle", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "56": { + day: { + description: "Light Freezing Drizzle", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Light Freezing Drizzle", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "57": { + day: { + description: "Freezing Drizzle", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Freezing Drizzle", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "61": { + day: { + description: "Light Rain", + image: "http://openweathermap.org/img/wn/10d@2x.png" + }, + night: { + description: "Light Rain", + image: "http://openweathermap.org/img/wn/10n@2x.png" + } + }, + "63": { + day: { + description: "Rain", + image: "http://openweathermap.org/img/wn/10d@2x.png" + }, + night: { + description: "Rain", + image: "http://openweathermap.org/img/wn/10n@2x.png" + } + }, + "65": { + day: { + description: "Heavy Rain", + image: "http://openweathermap.org/img/wn/10d@2x.png" + }, + night: { + description: "Heavy Rain", + image: "http://openweathermap.org/img/wn/10n@2x.png" + } + }, + "66": { + day: { + description: "Light Freezing Rain", + image: "http://openweathermap.org/img/wn/10d@2x.png" + }, + night: { + description: "Light Freezing Rain", + image: "http://openweathermap.org/img/wn/10n@2x.png" + } + }, + "67": { + day: { + description: "Freezing Rain", + image: "http://openweathermap.org/img/wn/10d@2x.png" + }, + night: { + description: "Freezing Rain", + image: "http://openweathermap.org/img/wn/10n@2x.png" + } + }, + "71": { + day: { + description: "Light Snow", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Light Snow", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "73": { + day: { + description: "Snow", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Snow", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "75": { + day: { + description: "Heavy Snow", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Heavy Snow", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "77": { + day: { + description: "Snow Grains", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Snow Grains", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "80": { + day: { + description: "Light Showers", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Light Showers", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "81": { + day: { + description: "Showers", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Showers", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "82": { + day: { + description: "Heavy Showers", + image: "http://openweathermap.org/img/wn/09d@2x.png" + }, + night: { + description: "Heavy Showers", + image: "http://openweathermap.org/img/wn/09n@2x.png" + } + }, + "85": { + day: { + description: "Light Snow Showers", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Light Snow Showers", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "86": { + day: { + description: "Snow Showers", + image: "http://openweathermap.org/img/wn/13d@2x.png" + }, + night: { + description: "Snow Showers", + image: "http://openweathermap.org/img/wn/13n@2x.png" + } + }, + "95": { + day: { + description: "Thunderstorm", + image: "http://openweathermap.org/img/wn/11d@2x.png" + }, + night: { + description: "Thunderstorm", + image: "http://openweathermap.org/img/wn/11n@2x.png" + } + }, + "96": { + day: { + description: "Light Thunderstorms With Hail", + image: "http://openweathermap.org/img/wn/11d@2x.png" + }, + night: { + description: "Light Thunderstorms With Hail", + image: "http://openweathermap.org/img/wn/11n@2x.png" + } + }, + "99": { + day: { + description: "Thunderstorm With Hail", + image: "http://openweathermap.org/img/wn/11d@2x.png" + }, + night: { + description: "Thunderstorm With Hail", + image: "http://openweathermap.org/img/wn/11n@2x.png" + } + } +}; diff --git a/package.json b/package.json index 48ab966..dbe8f46 100644 --- a/package.json +++ b/package.json @@ -1,10 +1,11 @@ { "name": "sparkhome", - "version": "4.10.2", + "version": "4.17.0", "private": false, "scripts": { "dev": "next dev", "build": "next build", + "build:NLP": "tsx ./lib/nlp/train.ts", "start": "next start", "lint": "next lint", "test": "jest", @@ -14,11 +15,19 @@ }, "dependencies": { "@nextui-org/react": "^2.3.6", + "@nlpjs/basic": "^4.27.0", + "@nlpjs/builtin-compromise": "^4.26.1", + "@nlpjs/core": "^4.26.1", + "@nlpjs/lang-en-min": "^4.26.1", + "@nlpjs/lang-zh": "^4.26.1", + "@nlpjs/nlp": "^4.27.0", "clsx": "^2.1.1", + "fflate": "^0.8.2", "framer-motion": "^11.1.7", "next": "14.1.4", "next-intl": "^3.12.0", "next-themes": "^0.3.0", + "openmeteo": "^1.1.4", "pino": "^9.0.0", "punycode": "^2.3.1", "react": "^18.3.0", @@ -26,7 +35,6 @@ "recoil": "^0.7.7", "search-engine-autocomplete": "^0.4.3", "tailwind-merge": "^2.3.0", - "ts-node": "^10.9.2", "unicode-encode": "^1.4.2", "valid-url": "^1.0.9", "validate-color": "^2.2.4" @@ -48,6 +56,7 @@ "postcss": "^8.4.38", "tailwindcss": "^3.4.3", "ts-jest": "^29.1.2", + "tsx": "^4.15.6", "typescript": "^5.4.5", "vitepress": "^1.2.3", "vue": "^3.4.29" diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index d807500..0ddf7e0 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -11,9 +11,30 @@ importers: '@nextui-org/react': specifier: ^2.3.6 version: 2.3.6(@types/react@18.3.0)(framer-motion@11.1.7(react-dom@18.3.0(react@18.3.0))(react@18.3.0))(react-dom@18.3.0(react@18.3.0))(react@18.3.0)(tailwind-variants@0.2.1(tailwindcss@3.4.3(ts-node@10.9.2(@types/node@20.12.7)(typescript@5.4.5))))(tailwindcss@3.4.3(ts-node@10.9.2(@types/node@20.12.7)(typescript@5.4.5))) + '@nlpjs/basic': + specifier: ^4.27.0 + version: 4.27.0 + '@nlpjs/builtin-compromise': + specifier: ^4.26.1 + version: 4.26.1 + '@nlpjs/core': + specifier: ^4.26.1 + version: 4.26.1 + '@nlpjs/lang-en-min': + specifier: ^4.26.1 + version: 4.26.1 + '@nlpjs/lang-zh': + specifier: ^4.26.1 + version: 4.26.1 + '@nlpjs/nlp': + specifier: ^4.27.0 + version: 4.27.0 clsx: specifier: ^2.1.1 version: 2.1.1 + fflate: + specifier: ^0.8.2 + version: 0.8.2 framer-motion: specifier: ^11.1.7 version: 11.1.7(react-dom@18.3.0(react@18.3.0))(react@18.3.0) @@ -26,6 +47,9 @@ importers: next-themes: specifier: ^0.3.0 version: 0.3.0(react-dom@18.3.0(react@18.3.0))(react@18.3.0) + openmeteo: + specifier: ^1.1.4 + version: 1.1.4 pino: specifier: ^9.0.0 version: 9.0.0 @@ -47,9 +71,6 @@ importers: tailwind-merge: specifier: ^2.3.0 version: 2.3.0 - ts-node: - specifier: ^10.9.2 - version: 10.9.2(@types/node@20.12.7)(typescript@5.4.5) unicode-encode: specifier: ^1.4.2 version: 1.4.2 @@ -108,6 +129,9 @@ importers: ts-jest: specifier: ^29.1.2 version: 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string-length@4.0.2: @@ -8835,6 +9302,10 @@ snapshots: dependencies: any-promise: 1.3.0 + thread-stream@0.15.2: + dependencies: + real-require: 0.1.0 + thread-stream@2.7.0: dependencies: real-require: 0.2.0 @@ -8894,9 +9365,17 @@ snapshots: typescript: 5.4.5 v8-compile-cache-lib: 3.0.1 yn: 3.1.1 + optional: true tslib@2.6.2: {} + tsx@4.15.6: + dependencies: + esbuild: 0.21.5 + get-tsconfig: 4.7.5 + optionalDependencies: + fsevents: 2.3.3 + type-detect@4.0.8: {} type-fest@0.21.3: {} @@ -8963,7 +9442,8 @@ snapshots: util-deprecate@1.0.2: {} - v8-compile-cache-lib@3.0.1: {} + v8-compile-cache-lib@3.0.1: + optional: true v8-to-istanbul@9.2.0: dependencies: @@ -9138,6 +9618,7 @@ snapshots: y18n: 5.0.8 yargs-parser: 21.1.1 - yn@3.1.1: {} + yn@3.1.1: + optional: true yocto-queue@0.1.0: {} diff --git a/public/model b/public/model new file mode 100644 index 0000000000000000000000000000000000000000..5c0b6b7721e0ac443bf35ddf9bfa3a6bbd3a71bf GIT binary patch literal 27776 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expect(nlp.query).toBe(""); + }); + test("convert something", () => { + const nlp = new NLP("please convert 1cm to m", "remove-stopword"); + nlp.removeStopwords(convertStopwords); + nlp.trim(); + expect(nlp.query).toBe("1cm m"); + }); +});