diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 00000000..9314c8ef --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,78 @@ +# Guia de Contribuição + +Obrigado por considerar contribuir para o projeto RISO! Este documento fornece diretrizes para ajudar você a contribuir de maneira eficaz. + +## Como Contribuir + +### 1. Reporte um Bug + +Se você encontrou um bug, abra uma [issue](https://github.com/mdsreq-fga-unb/2024.1-RISO-/issues) com uma descrição clara do problema. Inclua passos para reproduzir o bug, qual o comportamento esperado e o que realmente aconteceu. Capturas de tela e logs são bem-vindos. + +### 2. Solicite um Novo Recurso + +Para sugerir novas funcionalidades ou melhorias, abra uma [issue](https://github.com/mdsreq-fga-unb/2024.1-RISO-/issues) e descreva o recurso de maneira detalhada. Explique por que você acha que seria útil e como ele beneficiaria os usuários do projeto. + +### 3. Faça um Pull Request + +Se você deseja corrigir um bug, implementar um novo recurso ou melhorar o código, siga os passos abaixo: + +#### Passo 1: Faça um Fork do Repositório + +Crie um fork do repositório clicando no botão “Fork” na página principal do projeto. + +#### Passo 2: Clone o Repositório Forked + +Clone o repositório forked para sua máquina local: + +```bash +git clone https://github.com/mdsreq-fga-unb/2024.1-RISO-.git + +cd 2024.1-RISO- +``` + +#### Passo 3: Crie uma Branch +Crie uma nova branch para suas alterações: + +```bash +git checkout -b feat/minha-feature +``` + +Nomeie sua branch de forma descritiva, como correcao-bug-nome ou feature-novo-recurso. + +#### Passo 4: Faça suas Alterações +Implemente suas alterações de forma clara e concisa. Garanta que o código siga as convenções estabelecidas no projeto. Se possível, adicione testes que validem suas mudanças. + +#### Passo 5: Execute os Testes +Antes de enviar o código, certifique-se de que todos os testes estão passando: + +```bash +npm test +``` + +#### Passo 6: Commit suas Alterações +Faça commits das suas alterações com uma mensagem clara e descritiva: + +```bash +git add . + +git commit -m "Adiciona funcionalidade X para melhorar Y" +``` + +#### Passo 7: Envie as Alterações +Envie suas alterações para o repositório remoto: + +```bash +git push origin minha-feature +``` + +#### Passo 8: Abra um Pull Request +Vá até o repositório original no GitHub e clique em “Compare & pull request”. Descreva suas mudanças no Pull Request e relacione-o com a issue correspondente, se aplicável. + +### Revisão de Pull Requests +As contribuições serão revisadas pela equipe de mantenedores do projeto. O feedback será dado diretamente no Pull Request. Certifique-se de responder às solicitações de mudança e ajustar o código conforme necessário. + +### Políticas de Configuração do Software +Ao contribuir com este projeto, pedimos que você siga nossa [política de configuração do software](https://mdsreq-fga-unb.github.io/2024.1-RISO-/sections/politicas/GCS/GCS/). + +## Agradecimentos +Agradecemos sua contribuição e empenho em melhorar o projeto RISO! \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 00000000..135db56a --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 RISO + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. \ No newline at end of file diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 00000000..e14cfb93 --- /dev/null +++ b/package-lock.json @@ -0,0 +1,6 @@ +{ + "name": "2024.1-RISO-", + "lockfileVersion": 3, + "requires": true, + "packages": {} +} diff --git a/riso_backend/.env.template b/riso_backend/.env.template new file mode 100644 index 00000000..7b29c570 --- /dev/null +++ b/riso_backend/.env.template @@ -0,0 +1,4 @@ +MONGODB_URL= +SOFTWARE_URL= +DB_NAME= +SECRET_JWT= \ No newline at end of file diff --git a/riso_backend/.gitignore b/riso_backend/.gitignore new file mode 100644 index 00000000..f21726c7 --- /dev/null +++ b/riso_backend/.gitignore @@ -0,0 +1,24 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# production +/build + +# misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local +.env + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/riso_backend/README.md b/riso_backend/README.md new file mode 100644 index 00000000..520767b68 --- /dev/null +++ b/riso_backend/README.md @@ -0,0 +1,115 @@ +# RISO - Backend - Serviço + +Este documento serve como um guia para configurar e executar o ambiente de desenvolvimento do serviço backend do projeto RISO. + +## Requisitos + +Antes de começar, certifique-se de ter os seguintes softwares instalados em sua máquina: + +- **Node.js (versão 20.x.x)** +- **NPM (versão compatível com Node.js 20)** +- **Git** (para controle de versão) +- **MongoDB** (caso utilize um banco de dados local) +- **Nodemon** (Caso rode o banco em modo de desenvolvimento) + +## Instalação + +1. **Clone o repositório:** + +```bash +git clone https://github.com/usuario/riso-backend.git + +cd riso-backend +``` + +2. **Instale as dependências** + +Utilize o NPM para instalar todas as dependências necessárias do projeto: + +```bash +npm install + +npm install nodemon +``` + +## Configuração do Ambiente + +### Variáveis de Ambiente: + +Certifique-se de criar um arquivo **.env** na raiz do projeto com as seguintes variáveis de ambiente: + +```env +MONGODB_URL= (Link do Banco de dados) +SOFTWARE_HOST= (Link do domínio do site) +DB_NAME= (Nome do Banco) +``` + +(Se você for um dos desenvolvedores do projeto, converse com o gerente do projeto). + +## Conexão com o Banco de Dados +O projeto RISO utiliza o MongoDB como banco de dados. Para configurar a conexão: + +1. **Local:** + +Se estiver utilizando um banco de dados local, certifique-se de que o MongoDB está rodando na máquina e que as variáveis **MONGODB_URL***, **SOFTWARE_HOST**, **DB_NAME**, estão devidamente configuradas no arquivo **.env**. + +2. **Atlas (nuvem):** + +Caso utilize o MongoDB Atlas, substitua os valores das variáveis de ambiente com os dados fornecidos pelo Atlas. + +## Executando o Servidor +1. **Ambiente de Desenvolvimento:** + +Para iniciar o servidor em ambiente de desenvolvimento, utilize o comando: + +```bash +npm run dev +``` + +Este comando usará o **nodemon** para monitorar as mudanças no código e reiniciar o servidor automaticamente. + +2. **Ambiente de Produção:** + +Para executar o servidor em ambiente de produção, utilize: + +```bash +npm start +``` + +## Estrutura de Pastas +Abaixo está a estrutura básica das pastas do projeto: + +```plaintext +riso-backend/ +│ +├── src/ +│ ├── controllers/ # Lógica de controle das rotas +│ ├── database/ # Configuração com o banco online MongoDB Atlas +│ ├── models/ # Definição dos modelos (Schemas do Mongoose) +│ ├── routes/ # Definição das rotas da API +│ ├── middlewares/ # Middlewares customizados +│ ├── services/ # Definição dos serviços de manipulação das rotas +│ └── index.js # Ponto de entrada do servidor +│ +├── .env # Variáveis de ambiente +├── .env.template # Modelo para ser copiado e transformado em .env +├── .gitignore # Arquivos ignorados pelo Git +├── package-lock.json # Dependências e scripts do projeto +├── package.json # Dependências e scripts do projeto +└── README.md # Este manual +``` + +## Testes +Para executar os testes automatizados, utilize o comando: + +```bash +npm test +``` + +## Contribuindo +Contribuições são bem-vindas! Siga as diretrizes de contribuição descritas no [CONTRIBUTING.md](../CONTRIBUTING.md) + +## Licença +Este projeto está sob a licença MIT. Veja o arquivo [LICENSE](../LICENSE) para mais detalhes. + + diff --git a/riso_backend/package-lock.json b/riso_backend/package-lock.json new file mode 100644 index 00000000..20ca05f6 --- /dev/null +++ b/riso_backend/package-lock.json @@ -0,0 +1,5186 @@ +{ + "name": "riso_backend", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "riso_backend", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "bcrypt": "^5.1.1", + "cors": "^2.8.5", + "dotenv": "^16.4.5", + "express": "^4.19.2", + "jsonwebtoken": "^9.0.2", + "mongodb": "^6.8.0", + "mongoose": "^8.5.2" + }, + "devDependencies": { + "jest": "^29.7.0", + "nodemon": "^3.1.4" + } + }, + "node_modules/@ampproject/remapping": { + "version": "2.3.0", + "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz", + "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==", + "dev": true, + 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"^2.8.5", + "dotenv": "^16.4.5", + "express": "^4.19.2", + "jsonwebtoken": "^9.0.2", + "mongodb": "^6.8.0", + "mongoose": "^8.5.2" + }, + "devDependencies": { + "jest": "^29.7.0", + "nodemon": "^3.1.4" + } +} diff --git a/riso_backend/src/controllers/unit.controller.js b/riso_backend/src/controllers/unit.controller.js new file mode 100644 index 00000000..8a466d5a --- /dev/null +++ b/riso_backend/src/controllers/unit.controller.js @@ -0,0 +1,151 @@ +import unitService from "../services/unit.service.js"; +import unitUserService from "../services/unitUser.service.js"; +import dotenv from 'dotenv'; +import jwt from 'jsonwebtoken'; + +const findAllUnit = async (req, res) => { + try{ + const unit = await unitService.findAllService(); + + if (unit.length === 0) { + return res.status(200).send({message: 'Any user was created'}); + } + + return res.status(201).send({ message: 'Units were found', unit }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +} + +const findByCodeUnit = async (req, res) => { + try { + const { code } = req.params; + const unit = await unitService.findByCode(code); + if (!unit) { + return res.status(404).send({ message: 'Unit not found' }); + } + return res.status(200).send({ message: 'Unit was found', unit }); + } catch (err) { + return res.status(500).send({ message: err.message }); + } +}; + +const createUnit = async (req, res) => { + try{ + + const { + name, + numberOfficials, + cnpj, + state, + street, + complement, + } = req.body; + + if (!name || !numberOfficials || !cnpj || !state || !street || !complement) { + return res.status(400).send({ message: 'Submit all fields for unit', substatus: 1}); + }; + + // Função para gerar um código aleatório de 5 dígitos alfanuméricos + const generateCode = () => { + const characters = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789'; + let result = ''; + for (let i = 0; i < 5; i++) { + result += characters.charAt(Math.floor(Math.random() * characters.length)); + } + return result; + }; + + // Função para gerar um código único, garantindo que ele não se repita + const generateUniqueCode = async () => { + let unique = false; + let newCode; + while (!unique) { + newCode = generateCode(); + const existingUnit = await unitService.findByCode(newCode); + if (!existingUnit) { + unique = true; + } + } + return newCode; + }; + + // Se o código não for passado no body, geramos um automaticamente + const generatedCode = await generateUniqueCode(); + + const unitData = { + ...req.body, + code: generatedCode + }; + + const unit = await unitService.createService(unitData); + + // Extração do ID do usuário a partir do token JWT nos headers + const token = req.headers.authorization.split(' ')[1]; // Obtém o token após o 'Bearer' + const decoded = jwt.verify(token, process.env.SECRET_JWT); // Decodifica o token com a chave secreta do JWT + const userId = decoded._id; // Pega o ID do usuário decodificado + + // Criação da relação entre usuário e unidade + await unitUserService.createService({ + user: userId, + unit: unit._id, + master_adm: true, // Define como administrador principal ou ajuste conforme necessário + }); + + return res.status(200).send({message: 'Unity and company successfully created ', unit}); + }catch (err){ + if (err.code === 11000) { // Código de erro para violação de chave única em MongoDB/Mongoose + return res.status(400).send({ message: 'CNPJ already in use', substatus: 2 }); + } + + return res.status(500).send({message: err.message}); + } +} + +const updateUnit = async (req, res) => { + try{ + const {id} = req.params; + + if(!id) { + return res.status(404).send({message: 'Unit ID is required'}); + } + + const unit = await unitService.updateService({_id: id}, req.body); + + if (!unit) { + return res.status(404).send({ message: 'Unit not found' }); + } + + return res.status(200).send({message: 'Unit successfully updated ', unit}); + }catch (err){ + return res.status(500).send({message: err.message}); + } +}; + +const deleteUnit = async (req,res) => { + try{ + const {id} = req.params; + + if (!id) { + return res.status(404).send({message: 'Unit ID is required'}); + } + + const unit = await unitService.deleteService({ _id: id}); + + if (!unit) { + return res.status(404).send({ message: 'This unit does not exist' }); + } + + return res.status(200).send({ message: 'Unit was deleted successfully', unit }); + }catch(err){ + return res.status(500).send({ message: err.message }); + } +} + +export default { + findAllUnit, + findByCodeUnit, + createUnit, + updateUnit, + deleteUnit, +}; \ No newline at end of file diff --git a/riso_backend/src/controllers/unitUser.controller.js b/riso_backend/src/controllers/unitUser.controller.js new file mode 100644 index 00000000..5f0a081b --- /dev/null +++ b/riso_backend/src/controllers/unitUser.controller.js @@ -0,0 +1,227 @@ +import unitUserService from "../services/unitUser.service.js"; +import unitService from "../services/unit.service.js"; +import jwt from 'jsonwebtoken'; // Biblioteca para manipular o JWT + + +// Controller para exibir todas as unidades associadas a um usuário pelo código do usuário +const getUnitsByUserCode = async (req, res) => { + try { + // Extração do código do usuário do token JWT + const token = req.headers.authorization?.split(' ')[1]; + if (!token) { + return res.status(401).send({ message: 'Token not provided', substatus: 1 }); + } + + let userId; + try { + const decoded = jwt.verify(token, process.env.SECRET_JWT); // Decodifica o token + userId = decoded._id; // Pega o ID do usuário decodificado do token + } catch (err) { + return res.status(401).send({ message: 'Invalid token', substatus: 2 }); + } + + // Busca todas as associações UnitUser para o ID do usuário + const unitUsers = await unitUserService.findByUserIdService(userId); + if (!unitUsers || unitUsers.length === 0) { + return res.status(404).send({ message: 'No units found for this user', substatus: 3 }); + } + + // Extrai os IDs das unidades das associações + const unitIds = unitUsers.map((unitUser) => unitUser.unit); + + // Busca as unidades correspondentes aos IDs + const units = await unitService.findByIds(unitIds); + if (!units || units.length === 0) { + return res.status(404).send({ message: 'Units not found', substatus: 4 }); + } + + return res.status(200).send({ + message: 'Units retrieved successfully', + units, + }); + } catch (err) { + return res.status(500).send({ message: err.message }); + } +}; + +const findAllUnitUser = async (req, res) => { + try{ + const unitUser = await unitUserService.findAllService(); + + if (unitUser.length === 0) { + return res.status(200).send({message: 'Any UnitUser was created'}); + } + + return res.status(201).send({message: 'All units and users relationship was returned', unitUser }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +} + +const createUnitUser = async (req, res) => { + try { + const { + user, + unit, + master_adm, + } = req.body; + + if (!user || !unit || !master_adm) { + return res.status(400).send({ message: 'Submit all fields for userUnit', substatus: 1}); + }; + + const unitUser = await unitUserService.createService(req.body); + + return res.status(200).send({message: 'Unity and company successfully created ', unitUser}); + } catch (err) { + if (err.code === 11000) { // Código de erro para violação de chave única em MongoDB/Mongoose + return res.status(400).send({ message: 'Match User and Unit already registrated', substatus: 2 }); + } + + return res.status(500).send({message: err.message}); + } +} + +// Controller para criar relação entre usuário e unidade pelo código da unidade +const createRelationByUnitCode = async (req, res) => { + try { + const { code } = req.body; // Recebe o código da unidade do body da requisição + + // Verifica se o código foi fornecido + if (!code) { + return res.status(400).send({ message: 'Unit code is required', substatus: 1 }); + } + + // Extração do ID do usuário do token JWT + const token = req.headers.authorization?.split(' ')[1]; + if (!token) { + return res.status(401).send({ message: 'Token not provided', substatus: 2 }); + } + + let userId; + try { + const decoded = jwt.verify(token, process.env.SECRET_JWT); // Decodifica o token + userId = decoded._id; // Pega o ID do usuário decodificado do token + } catch (err) { + return res.status(401).send({ message: 'Invalid token', substatus: 3 }); + } + + // Busca a unidade pelo código fornecido + const unit = await unitService.findByCode(code); + if (!unit) { + return res.status(404).send({ message: 'Unit not found', substatus: 4 }); + } + + // Prepara os dados para criar a relação UnitUser + const unitUserData = { + user: userId, + unit: unit._id, + master_adm: false, // Define `master_adm` como necessário, ajuste conforme sua lógica + }; + + // Cria a relação UnitUser utilizando o serviço + const unitUser = await unitUserService.createService(unitUserData); + + return res.status(201).send({ + message: 'Relation between user and unit created successfully', + unitUser, + }); + } catch (err) { + if (err.code === 11000) { + // Trata o erro de violação de chave única do MongoDB/Mongoose + return res.status(400).send({ message: 'Relation already exists', substatus: 5 }); + } + + return res.status(500).send({ message: err.message }); + } +}; + +const findByUserIdUnitUser = async (req, res) => { + try { + const { userId } = req.body; + + if (!userId) { + return res.status(400).send({ message: 'User ID is required' }); + } + + const unitUser = await unitUserService.findByUserIdService(userId); + if (!unitUser || unitUser.length === 0) { + return res.status(404).send({ message: 'This user doesn\'t have any unit associations' }); + } + + return res.status(200).send({ message: 'UserUnit found', unitUser }); + } catch (err) { + return res.status(500).send({ message: err.message }); + } +}; + +const findAllUsersByUnitIdUserUnit = async (req, res) => { + try { + const { unitId } = req.params; + + if (!unitId) { + return res.status(400).send({ message: 'Unit ID is required' }); + } + + const users = await unitUserService.findAllUsersByUnitIdService(unitId); + + if (!users || users.length === 0) { + return res.status(404).send({ message: 'No users found for this unit' }); + } + + return res.status(200).send({ message: 'Users found', users }); + } catch (err) { + return res.status(500).send({ message: err.message }); + } +}; + +const updateUnitUser = async (req, res) => { + try{ + const { id } = req.params; + + if(!id) { + return res.status(404).send({ message: 'User ID is required' }); + } + + const unitUser = await unitUserService.updateService({_id: id}, req.body); + + if (!unitUser) { + return res.status(404).send({ message: 'This unit and user relationship does not exist' }); + } + + return res.status(200).send({ message: 'This unit and user relationship were updated', unitUser }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +}; + +const deleteUnitUser = async (req,res) => { + try{ + const {id} = req.params; + + if (!id) { + return res.status(404).send({message: 'UnitUser ID is required'}); + } + + const unitUser = await unitUserService.deleteService({ _id: id}); + + if (!unit) { + return res.status(404).send({ message: 'This unitUser does not exist' }); + } + + return res.status(200).send({ message: 'UnitUser was deleted successfully', unitUser }); + }catch(err){ + return res.status(500).send({ message: err.message }); + } +}; + +export default { + getUnitsByUserCode, + findAllUnitUser, + createUnitUser, + findByUserIdUnitUser, + findAllUsersByUnitIdUserUnit, + updateUnitUser, + deleteUnitUser, + createRelationByUnitCode +}; \ No newline at end of file diff --git a/riso_backend/src/controllers/user.controller.js b/riso_backend/src/controllers/user.controller.js new file mode 100644 index 00000000..747b2e0d --- /dev/null +++ b/riso_backend/src/controllers/user.controller.js @@ -0,0 +1,140 @@ +import userService from '../services/user.service.js'; +import bcrypt from 'bcrypt'; + +// ===================================================== +// DEFINIÇÃO DE CRIPTOGRAFIA: +var salt = '$2b$10$oGNYbTMTWMhrxSxxiKWu8.'; +// ================================================================== + +// ================================ +// DICIONÁRIO DE ERROS: + +// 202 - Aceito; +// 204 - Aceito, contudo sem necessidade de reposta; +// 403 - Erro por quebra de servidor; +// 404 - Erro por não existência de dado; +// 412 - Pré-Requisitos de requisição ausente. + +// ================================ + +const findAllUser = async (req, res) => { + try{ + const user = await userService.findAllService(); + + if (user.length === 0) { + return res.status(200).send({message: 'Any user was created'}); + } + + return res.status(201).send({ message: 'Users were found', user }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +}; + +const createUser = async (req, res) => { + try { + const {name, email, password} = req.body; + + if(!name || !email || !password){ + return res.status(400).send({ message: 'Submit all fields for registration', substatus: 1 }) + } + + // Verificação do formato do email + const emailRegex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/; + if (!emailRegex.test(email)) { + return res.status(400).send({ message: 'Invalid email format', substatus: 3 }); + } + + const user = await userService.createService({ + name, + email, + 'password': bcrypt.hashSync(req.body.password, salt), + }); + + if(!user){ + return res.status(403).send({ message: 'Error creating User' }); + } + + const token = userService.generateToken(user.id); + + return res.status(201).send({message: 'User created sucefully', token }); + }catch(err){ + if (err.code === 11000) { // Código de erro para violação de chave única em MongoDB/Mongoose + return res.status(400).send({ message: 'Email already in use', substatus: 2 }); + } + return res.status(500).send({ message: err.message }); + } +}; + +const loginUser = async (req, res) => { + try { + const {email, password} = req.body; + + if(!email || !password){ + return res.status(400).send({ message: 'Submit all fields for login', substatus: 1}) + } + + const user = await userService.findOneService({ email }); + if (!user) { + return res.status(404).send({ message: 'User not found', substatus: 1}); + } + + if (user.password != bcrypt.hashSync(password, salt)) { + return res.status(400).send({ message: 'Password or email is invalid', substatus: 2}); + } + + const token = userService.generateToken(user.id); + + return res.status(200).send({ message: 'User was found it', token }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +} + +const updateUser = async (req, res) => { + try{ + const {id} = req.params; + + if(!id) { + return res.status(404).send({ message: 'User ID is required' }); + } + + const user = await userService.updateService({_id: id}, req.body); + + if (!user) { + return res.status(404).send({ message: 'This user does not exist' }); + } + + return res.status(200).send({ message: 'This user was updated', user }); + }catch(err) { + return res.status(500).send({ message: err.message }); + } +} + +const deleteUser = async (req, res) => { + try{ + const {id} = req.params; + + if (!id) { + return res.status(404).send({message: 'User ID is required'}); + } + + const user = await userService.deleteService({ _id: id}); + + if (!user) { + return res.status(404).send({ message: 'This user does not exist' }); + } + + return res.status(200).send({ message: 'This user was deleted successfully', user }); + }catch(err){ + return res.status(500).send({ message: err.message }); + } +} + +export default { + findAllUser, + createUser, + loginUser, + updateUser, + deleteUser, +}; \ No newline at end of file diff --git a/riso_backend/src/database/db.js b/riso_backend/src/database/db.js new file mode 100644 index 00000000..b2d9ad37 --- /dev/null +++ b/riso_backend/src/database/db.js @@ -0,0 +1,16 @@ +import mongoose from 'mongoose'; +import dotenv from 'dotenv'; +dotenv.config(); + +const connectDatabase = () => { + console.log('Wait connection to the database'); + mongoose.connect( + process.env.MONGODB_URL, { + dbName: process.env.DB_NAME + } + ) + .then(() => console.log('MongoDB Atlas Connected')) + .catch((error) => console.log(error)); +} + +export default connectDatabase; \ No newline at end of file diff --git a/riso_backend/src/index.js b/riso_backend/src/index.js new file mode 100644 index 00000000..8db55682 --- /dev/null +++ b/riso_backend/src/index.js @@ -0,0 +1,32 @@ +import express from 'express'; +import connectDatabase from './database/db.js'; +import cors from 'cors'; +import dotenv from 'dotenv'; +dotenv.config(); + +import router from './routes/index.js'; + +const port = process.env.PORT || 3000; +const app = express(); + +const allowedOrigins = [ + process.env.SOFTWARE_URL +]; + +const corsOptionsDelegate = function (req, callback) { + let corsOptions; + if (allowedOrigins.indexOf(req.header('Origin')) !== -1) { + corsOptions = { origin: true }; + } else { + corsOptions = { origin: false }; + } + callback(null, corsOptions); +}; + +app.use(cors(corsOptionsDelegate)); +app.use(express.json()); +app.use(router); + +connectDatabase(); + +app.listen(port, () => console.log(`Servidor rodando na porta ${port}`)); \ No newline at end of file diff --git a/riso_backend/src/middleware/auth.middleware.js b/riso_backend/src/middleware/auth.middleware.js new file mode 100644 index 00000000..d9bbecc8 --- /dev/null +++ b/riso_backend/src/middleware/auth.middleware.js @@ -0,0 +1,35 @@ +import dotenv from 'dotenv'; +import jwt from 'jsonwebtoken'; +import userService from '../services/user.service.js'; + +dotenv.config(); + +export const authMiddleware = (req, res, next) => { + try { + const { authorization } = req.headers; + + if (!authorization) return res.status(401).send({message: 'User Unauthorized'}); + + const parts = authorization.split(" "); + + if (parts.length !== 2) return res.status(401).send({message: 'User Unauthorized'}); + + const [schema, token] = parts; + + if (schema !== "Bearer") return res.status(401).send({message: 'User Unauthorized'}); + + jwt.verify(token, process.env.SECRET_JWT, async (error, decoded) => { + if(error) return res.status(401).send({message: 'Token Invalid'}); + + const user = await userService.findOneService({ _id: decoded._id}); + + if (!user || !user.id) return res.status(401).send({message: "Invalid User!"}); + + req.userID = decoded._id; + + return next(); + }); + } catch(err) { + return res.status(500).send({ message: err.message }); + } +} \ No newline at end of file diff --git a/riso_backend/src/models/Facial.js b/riso_backend/src/models/Facial.js new file mode 100644 index 00000000..46d595e4 --- /dev/null +++ b/riso_backend/src/models/Facial.js @@ -0,0 +1,12 @@ +import mongoose from 'mongoose'; + +const FacialSchema = new mongoose.Schema({ + numberOfSmiles: { + type: Number, + required: true, + }, + +}, {timestamps:true}); + +const Unit = mongoose.model('Unit', UnitSchema); +export default Unit; \ No newline at end of file diff --git a/riso_backend/src/models/Unit.js b/riso_backend/src/models/Unit.js new file mode 100644 index 00000000..074f6685 --- /dev/null +++ b/riso_backend/src/models/Unit.js @@ -0,0 +1,41 @@ +import mongoose from 'mongoose'; + +const UnitSchema = new mongoose.Schema({ + name: { + type: String, + required: true + }, + numberOfficials: { + type: Number, + required: true + }, + cnpj: { + type: String, + required: true, + unique: true, + }, + state: { + type: String, + required: true + }, + street: { + type: String, + required: true + }, + complement: { + type: String, + required: true + }, + number: { + type: Number, + required: false + }, + code: { + type: String, + required: true, + unique: true, + } +}, {timestamps:true}); + +const Unit = mongoose.model('Unit', UnitSchema); +export default Unit; \ No newline at end of file diff --git a/riso_backend/src/models/UnitUser.js b/riso_backend/src/models/UnitUser.js new file mode 100644 index 00000000..41a71aa9 --- /dev/null +++ b/riso_backend/src/models/UnitUser.js @@ -0,0 +1,24 @@ +import mongoose from 'mongoose'; + +const UnitUserSchema = new mongoose.Schema({ + user: { + type: mongoose.Schema.Types.ObjectId, + ref: 'User', + required: true + }, + unit: { + type: mongoose.Schema.Types.ObjectId, + ref: 'Unit', + required: true + }, + master_adm: { + type: Boolean, + required: true, + }, +}, {timestamps: true}); + +// Garantir que um usuário não possa estar na mesma unidade mais de uma vez +UnitUserSchema.index({ user: 1, unit: 1 }, { unique: true }); + +const UnitUser = mongoose.model('UnitUser', UnitUserSchema); +export default UnitUser; \ No newline at end of file diff --git a/riso_backend/src/models/User.js b/riso_backend/src/models/User.js new file mode 100644 index 00000000..d09707f6 --- /dev/null +++ b/riso_backend/src/models/User.js @@ -0,0 +1,21 @@ +import mongoose from 'mongoose'; + +const UserSchema = new mongoose.Schema({ + name: { + type: String, + required: true, + }, + email: { + type: String, + required: true, + unique: true, + }, + password: { + type: String, + required: true, + } +}, {timestamps:true}); + +const User = mongoose.model('User', UserSchema); + +export default User; \ No newline at end of file diff --git a/riso_backend/src/routes/index.js b/riso_backend/src/routes/index.js new file mode 100644 index 00000000..14240d74 --- /dev/null +++ b/riso_backend/src/routes/index.js @@ -0,0 +1,13 @@ +import { Router } from "express"; +import cors from 'cors'; +import userRouter from "./user.route.js"; +import unitRouter from "./unit.route.js"; +import unitUserRouter from "./unitUser.route.js"; + +const router = Router(); + +router.use("/user", cors(), userRouter); +router.use("/unit", cors(), unitRouter); +router.use("/unitUser", cors(), unitUserRouter); + +export default router; \ No newline at end of file diff --git a/riso_backend/src/routes/unit.route.js b/riso_backend/src/routes/unit.route.js new file mode 100644 index 00000000..5a8461d5 --- /dev/null +++ b/riso_backend/src/routes/unit.route.js @@ -0,0 +1,13 @@ +import express from 'express'; +import unitController from '../controllers/unit.controller.js'; +import { authMiddleware } from '../middleware/auth.middleware.js'; + +const unitRouter = express.Router() + +unitRouter.get('/findAllUnit', authMiddleware, unitController.findAllUnit); +unitRouter.get('/findByCode/:code', authMiddleware, unitController.findByCodeUnit); +unitRouter.post('/createUnit', authMiddleware,unitController.createUnit); +unitRouter.patch('/updateUnit/:id', authMiddleware, unitController.updateUnit); +unitRouter.delete('/deleteUnit/:id', authMiddleware, unitController.deleteUnit); + +export default unitRouter; \ No newline at end of file diff --git a/riso_backend/src/routes/unitUser.route.js b/riso_backend/src/routes/unitUser.route.js new file mode 100644 index 00000000..96b37a8d --- /dev/null +++ b/riso_backend/src/routes/unitUser.route.js @@ -0,0 +1,14 @@ +import express from 'express'; +import unitUserController from '../controllers/unitUser.controller.js'; + +const unitUserRouter = express.Router() + +unitUserRouter.get('/findAllUnitUser', unitUserController.findAllUnitUser); +unitUserRouter.post('/createUnitUser',unitUserController.createUnitUser); +unitUserRouter.post('/createRelationByUnitCode', unitUserController.createRelationByUnitCode); +unitUserRouter.get('/findByUserId/:UserId', unitUserController.findByUserIdUnitUser); +unitUserRouter.get('/findAllUsersByUnitId/:UnitId', unitUserController.findAllUsersByUnitIdUserUnit); +unitUserRouter.patch('/updateUnitUser/:id', unitUserController.updateUnitUser); +unitUserRouter.delete('/deleteUnitUser/:id',unitUserController.deleteUnitUser); + +export default unitUserRouter; \ No newline at end of file diff --git a/riso_backend/src/routes/user.route.js b/riso_backend/src/routes/user.route.js new file mode 100644 index 00000000..b3308a58 --- /dev/null +++ b/riso_backend/src/routes/user.route.js @@ -0,0 +1,14 @@ +import express from 'express'; +import { authMiddleware } from '../middleware/auth.middleware.js'; + +const userRouter = express.Router(); + +import userController from '../controllers/user.controller.js'; + +userRouter.get('/findAllUser', authMiddleware, userController.findAllUser); +userRouter.post('/createUser', userController.createUser); +userRouter.post('/loginUser', userController.loginUser); +userRouter.patch('/updateUser/:id', authMiddleware, userController.updateUser); +userRouter.delete("/deleteUser/:id", authMiddleware, userController.deleteUser); + +export default userRouter; \ No newline at end of file diff --git a/riso_backend/src/services/unit.service.js b/riso_backend/src/services/unit.service.js new file mode 100644 index 00000000..482505a9 --- /dev/null +++ b/riso_backend/src/services/unit.service.js @@ -0,0 +1,31 @@ +import Unit from "../models/Unit.js"; + +/** + * Encontra todas as associações UnitUser para um ID de usuário específico. + * @param {string} userId - O ID do usuário. + * @returns {Promise} - Uma promessa que resolve para uma lista de associações UnitUser. + */ + +const findAllService = () => Unit.find(); +const findByCode = (code) => Unit.findOne({ code }); +const createService = (body) => Unit.create(body); +const updateService = (params, body) => Unit.updateOne(params, body, {new: true}); +const deleteService = (params) => Unit.deleteOne(params); +const findByIds = async (ids) => { + try { + // Encontra todas as unidades cujos IDs estão na lista fornecida + const units = await Unit.find({ _id: { $in: ids } }); + return units; + } catch (err) { + throw new Error('Error finding units by IDs: ' + err.message); + } + }; + +export default { + findByIds, + findAllService, + findByCode, + createService, + updateService, + deleteService, +} \ No newline at end of file diff --git a/riso_backend/src/services/unitUser.service.js b/riso_backend/src/services/unitUser.service.js new file mode 100644 index 00000000..f64e8c2a --- /dev/null +++ b/riso_backend/src/services/unitUser.service.js @@ -0,0 +1,32 @@ +import UnitUser from "../models/UnitUser.js"; + +/** + * Encontra todas as associações UnitUser para um ID de usuário específico. + * @param {string} userId - O ID do usuário. + * @returns {Promise} - Uma promessa que resolve para uma lista de associações UnitUser. + */ +const findAllService = () => UnitUser.find(); +const createService = (params, body) => UnitUser.create(params, body); +const findByUserIdService = (userID) => UnitUser.find({ user: userID }); +const findAllUsersByUnitIdService = (unitID) => UnitUser.find({ unit: unitID }); +const updateService = (params, body) => UnitUser.updateOne(params, body, {new: true}); +const deleteService = (params) => UnitUser.deleteOne(params); +const findByUserId = async (userId) => { + try { + // Encontra todas as associações UnitUser para o ID do usuário + const unitUsers = await UnitUser.find({ user: userId }).populate('unit'); + return unitUsers; + } catch (err) { + throw new Error('Error finding UnitUser associations: ' + err.message); + } + }; + +export default { + findByUserId, + findAllService, + createService, + findByUserIdService, + findAllUsersByUnitIdService, + updateService, + deleteService, +} \ No newline at end of file diff --git a/riso_backend/src/services/user.service.js b/riso_backend/src/services/user.service.js new file mode 100644 index 00000000..4ca62ba1 --- /dev/null +++ b/riso_backend/src/services/user.service.js @@ -0,0 +1,18 @@ +import User from '../models/User.js'; +import jwt from 'jsonwebtoken'; + +const findAllService = () => User.find(); +const createService = (body) => User.create(body); +const findOneService = (body) => User.findOne(body); +const updateService = (params, body) => User.findOneAndUpdate(params, body, {new: true}); +const deleteService = (params) 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i < "+r+"; i++) {\n int inIdx = "+u+";\n float candidate = getA(batch, inIdx);\n if (candidate "+s+" bestValue) {\n bestValue = candidate;\n bestIndex = inIdx;\n }\n }\n setOutput(float(bestIndex));\n }\n "};function vn(e,t){return["x","y","z","w","u","v"].slice(0,t).map(function(t){return e+"."+t})}function mn(t,e){return 1===e?[t]:vn(t,e)}function gn(t,e){for(var n=t.length,r=[],o=0;o= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n for (int wC = 0; wC < "+u+";\n wC+= "+a+") {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n float dyValue = getDy(b, idyR, idyC, d);\n\n dotProd += dyValue * avgMultiplier;\n }\n }\n setOutput(dotProd);\n }\n "},Ln=function(t,e,n,r,o,i){this.outputShape=[],this.variableNames=["x","mean","variance"],xn(t,e),xn(t,n);var a="0.0";null!=r&&(xn(t,r),this.variableNames.push("offset"),a="getOffsetAtOutCoords()");var s="1.0";null!=o&&(xn(t,o),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=t,this.userCode="\n void main() {\n float x = getXAtOutCoords();\n float mean = getMeanAtOutCoords();\n float variance = getVarianceAtOutCoords();\n float offset = "+a+";\n float scale = "+s+";\n float inv = scale * inversesqrt(variance + float("+i+"));\n setOutput(dot(vec3(x, -mean, offset), vec3(inv, inv, 1)));\n }\n "},Bn=function(t,e,n,r,o,i){this.usesPackedTextures=!0,this.variableNames=["x","mean","variance"],xn(t,e),xn(t,n);var a="vec4(0.0)";null!=r&&(xn(t,r),this.variableNames.push("offset"),a="getOffsetAtOutCoords()");var s="vec4(1.0)";null!=o&&(xn(t,o),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=t,this.userCode="\n void main() {\n vec4 offset = "+a+";\n vec4 scale = "+s+";\n\n vec4 x = getXAtOutCoords();\n vec4 mean = getMeanAtOutCoords();\n vec4 variance = getVarianceAtOutCoords();\n\n vec4 inv = scale * inversesqrt(variance + vec4("+i+"));\n\n setOutput((x - mean) * inv + offset);\n }\n "},Wn="return areal * breal - aimag * bimag;",zn="return areal * bimag + aimag * breal;",Un=function(t,e,n){this.variableNames=["AReal","AImag","BReal","BImag"],this.outputShape=xn(e,n),this.userCode="\n float binaryOpComplex(\n float areal, float aimag, float breal, float bimag) {\n "+t+"\n }\n\n void main() {\n float areal = getARealAtOutCoords();\n float aimag = getAImagAtOutCoords();\n float breal = getBRealAtOutCoords();\n float bimag = getBImagAtOutCoords();\n setOutput(binaryOpComplex(areal, aimag, breal, bimag));\n }\n "},Gn="return a + b;",Vn="return a - b;",Hn="return a * b;",qn="return (a - b) * (a - b);",jn=function(t,e,n){this.variableNames=["A","B"],this.outputShape=xn(e,n),this.userCode="\n float binaryOperation(float a, float b) {\n "+t+"\n }\n\n void main() {\n float a = getAAtOutCoords();\n float b = getBAtOutCoords();\n setOutput(binaryOperation(a, b));\n }\n "},$n=function(t,e,n){this.variableNames=["A","B"],this.supportsBroadcasting=!0,this.usesPackedTextures=!0,this.outputShape=xn(e,n),this.userCode="\n vec4 binaryOperation(vec4 a, vec4 b) {\n "+t+"\n }\n\n void main() {\n vec4 a = getAAtOutCoords();\n vec4 b = getBAtOutCoords();\n setOutput(binaryOperation(a, b));\n }\n "},Kn=function(){function t(t){this.variableNames=["A"],this.outputShape=t,this.userCode="\n uniform float min;\n uniform float max;\n\n void main() {\n float value = getAAtOutCoords();\n if (isnan(value)) {\n setOutput(value);\n return;\n }\n\n setOutput(clamp(value, min, max));\n }\n "}return t.prototype.getCustomSetupFunc=function(n,r){var o=this;return function(t,e){null==o.minLoc&&(o.minLoc=t.getUniformLocationNoThrow(e,"min"),o.maxLoc=t.getUniformLocationNoThrow(e,"max")),t.gl.uniform1f(o.minLoc,n),t.gl.uniform1f(o.maxLoc,r)}},t}(),Xn=function(){function t(t){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=t,this.userCode="\n uniform float min;\n uniform float max;\n\n void main() {\n vec4 value = getAAtOutCoords();\n\n if (any(isnan(value))) {\n setOutput(value);\n return;\n }\n\n setOutput(clamp(value, vec4(min), vec4(max)));\n }\n "}return t.prototype.getCustomSetupFunc=function(n,r){var o=this;return function(t,e){null==o.minLoc&&(o.minLoc=t.getUniformLocationNoThrow(e,"min"),o.maxLoc=t.getUniformLocationNoThrow(e,"max")),t.gl.uniform1f(o.minLoc,n),t.gl.uniform1f(o.maxLoc,r)}},t}(),Yn=function(t){this.variableNames=["real","imag"],this.outputShape=t,this.userCode="\n void main() {\n float re = abs(getRealAtOutCoords());\n float im = abs(getImagAtOutCoords());\n float mx = max(re, im);\n\n // sadly the length function in glsl is not underflow-safe\n // (at least not on Intel GPUs). So the safe solution is\n // to ensure underflow-safety in all cases.\n setOutput(\n mx == 0.0 ? 0.0 : mx * length(vec2(1, min(re, im)/mx))\n );\n }\n "},Qn=function(t){this.outputShape=[],this.outputShape=Re(t,1),this.variableNames=t.map(function(t,e){return"T"+e});var e=new Array(t.length-1);e[0]=t[0][1];for(var n=1;n= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+n+" - "+o+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yR, yC, d2);\n float xValue = getX(b, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n setOutput(dotProd);\n }\n "},tr=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterHeight,n=t.filterWidth,r=t.strideHeight,o=t.strideWidth,i=e-1-t.padInfo.top,a=n-1-t.padInfo.left;this.userCode="\n const ivec2 pads = ivec2("+i+", "+a+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d1 = coords[3];\n\n ivec2 dyCorner = coords.yz - pads;\n int dyRCorner = dyCorner.x;\n int dyCCorner = dyCorner.y;\n\n // Convolve dy(?, ?, d2) with w(:, :, d1, d2) to compute dx(xR, xC, d1).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+e+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+r+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+e+" - 1 - wR;\n\n for (int wC = 0; wC < "+n+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+n+" - 1 - wC;\n\n for (int d2 = 0; d2 < "+t.outChannels+"; d2++) {\n float xValue = getDy(batch, idyR, idyC, d2);\n float wValue = getW(wRPerm, wCPerm, d1, d2);\n dotProd += xValue * wValue;\n }\n }\n }\n setOutput(dotProd);\n }\n "},er=function(t){this.variableNames=["x","dy"],this.outputShape=t.filterShape;var e=t.strideDepth,n=t.strideHeight,r=t.strideWidth,o=t.padInfo.front,i=t.padInfo.top,a=t.padInfo.left;this.userCode="\n void main() {\n ivec5 coords = getOutputCoords();\n int wF = coords.x;\n int wR = coords.y;\n int wC = coords.z;\n int d1 = coords.w;\n int d2 = coords.u;\n\n float dotProd = 0.0;\n\n for (int b = 0; b < "+t.batchSize+"; b++) {\n for (int yF = 0; yF < "+t.outDepth+"; yF++) {\n int xF = wF + yF * "+e+" - "+o+";\n\n if (xF < 0 || xF >= "+t.inDepth+") {\n continue;\n }\n\n for (int yR = 0; yR < "+t.outHeight+"; yR++) {\n int xR = wR + yR * "+n+" - "+i+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+r+" - "+a+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yF, yR, yC, d2);\n float xValue = getX(b, xF, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},nr=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterDepth,n=t.filterHeight,r=t.filterWidth,o=t.strideDepth,i=t.strideHeight,a=t.strideWidth,s=e-1-t.padInfo.front,u=n-1-t.padInfo.top,c=r-1-t.padInfo.left;this.userCode="\n const ivec3 pads = ivec3("+s+", "+u+", "+c+");\n\n void main() {\n ivec5 coords = getOutputCoords();\n int batch = coords.x;\n int d1 = coords.u;\n\n\n ivec3 dyCorner = ivec3(coords.y, coords.z, coords.w) - pads;\n int dyFCorner = dyCorner.x;\n int dyRCorner = dyCorner.y;\n int dyCCorner = dyCorner.z;\n\n float dotProd = 0.0;\n for (int wF = 0; wF < "+e+"; wF++) {\n float dyF = float(dyFCorner + wF) / "+o+".0;\n\n if (dyF < 0.0 || dyF >= "+t.outDepth+".0 || fract(dyF) > 0.0) {\n continue;\n }\n int idyF = int(dyF);\n\n int wFPerm = "+e+" - 1 - wF;\n\n for (int wR = 0; wR < "+n+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+i+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 ||\n fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+n+" - 1 - wR;\n\n for (int wC = 0; wC < "+r+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+a+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+r+" - 1 - wC;\n\n for (int d2 = 0; d2 < "+t.outChannels+"; d2++) {\n float xValue = getDy(batch, idyF, idyR, idyC, d2);\n float wValue = getW(wFPerm, wRPerm, wCPerm, d1, d2);\n dotProd += xValue * wValue;\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},rr=function(t){this.variableNames=["x","dy"],this.outputShape=t.filterShape;var e=t.strideHeight,n=t.strideWidth,r=t.padInfo.top,o=t.padInfo.left,i=t.outChannels/t.inChannels;this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int wR = coords.x;\n int wC = coords.y;\n int d1 = coords.z;\n int dm = coords.w;\n int d2 = d1 * "+i+" + dm;\n\n float dotProd = 0.0;\n\n // TODO: Vec4 over the batch size\n for (int b = 0; b < "+t.batchSize+"; b++) {\n for (int yR = 0; yR < "+t.outHeight+"; yR++) {\n int xR = wR + yR * "+e+" - "+r+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+n+" - "+o+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yR, yC, d2);\n float xValue = getX(b, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n setOutput(dotProd);\n }\n "},or=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterHeight,n=t.filterWidth,r=t.strideHeight,o=t.strideWidth,i=e-1-t.padInfo.top,a=n-1-t.padInfo.left,s=t.outChannels/t.inChannels;this.userCode="\n const ivec2 pads = ivec2("+i+", "+a+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d1 = coords[3];\n ivec2 dyCorner = coords.yz - pads;\n int dyRCorner = dyCorner.x;\n int dyCCorner = dyCorner.y;\n\n float dotProd = 0.0;\n\n for (int wR = 0; wR < "+e+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+r+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+e+" - 1 - wR;\n\n for (int wC = 0; wC < "+n+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+n+" - 1 - wC;\n\n // TODO: Vec4 over the channelMul\n for (int dm = 0; dm < "+s+"; dm++) {\n int d2 = d1 * "+s+" + dm;\n float xValue = getDy(batch, idyR, idyC, d2);\n float wValue = getW(wRPerm, wCPerm, d1, dm);\n dotProd += xValue * wValue;\n }\n }\n }\n setOutput(dotProd);\n }\n "},ir=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.padInfo.top,n=t.padInfo.left,r=t.strideHeight,o=t.strideWidth,i=t.dilationHeight,a=t.dilationWidth,s=t.filterHeight,u=t.filterWidth,c=4*Math.floor(t.inChannels/4),l=t.inChannels%4;this.userCode="\n const ivec2 strides = ivec2("+r+", "+o+");\n const ivec2 pads = ivec2("+e+", "+n+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d2 = coords[3];\n\n ivec2 xRCCorner = coords.yz * strides - pads;\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // Convolve x(?, ?, d1) with w(:, :, d1, d2) to get y(yR, yC, d2).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+s+"; wR++) {\n int xR = xRCorner + wR * "+i+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+u+"; wC++) {\n int xC = xCCorner + wC * "+a+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n for (int d1 = 0; d1 < "+c+"; d1 += 4) {\n vec4 xValues = vec4(\n getX(batch, xR, xC, d1),\n getX(batch, xR, xC, d1 + 1),\n getX(batch, xR, xC, d1 + 2),\n getX(batch, xR, xC, d1 + 3)\n );\n vec4 wValues = vec4(\n getW(wR, wC, d1, d2),\n getW(wR, wC, d1 + 1, d2),\n getW(wR, wC, d1 + 2, d2),\n getW(wR, wC, d1 + 3, d2)\n );\n\n dotProd += dot(xValues, wValues);\n }\n\n if ("+(1===l)+") {\n dotProd +=\n getX(batch, xR, xC, "+c+") *\n getW(wR, wC, "+c+", d2);\n } else if ("+(2===l)+") {\n vec2 xValues = vec2(\n getX(batch, xR, xC, "+c+"),\n getX(batch, xR, xC, "+c+" + 1)\n );\n vec2 wValues = vec2(\n getW(wR, wC, "+c+", d2),\n getW(wR, wC, "+c+" + 1, d2)\n );\n dotProd += dot(xValues, wValues);\n } else if ("+(3===l)+") {\n vec3 xValues = vec3(\n getX(batch, xR, xC, "+c+"),\n getX(batch, xR, xC, "+c+" + 1),\n getX(batch, xR, xC, "+c+" + 2)\n );\n vec3 wValues = vec3(\n getW(wR, wC, "+c+", d2),\n getW(wR, wC, "+c+" + 1, d2),\n getW(wR, wC, "+c+" + 2, d2)\n );\n dotProd += dot(xValues, wValues);\n }\n }\n }\n setOutput(dotProd);\n }\n "},ar=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.padInfo.front,n=t.padInfo.top,r=t.padInfo.left,o=t.strideDepth,i=t.strideHeight,a=t.strideWidth,s=t.dilationDepth,u=t.dilationHeight,c=t.dilationWidth,l=t.filterDepth,h=t.filterHeight,p=t.filterWidth,f=4*Math.floor(t.inChannels/4),d=t.inChannels%4;this.userCode="\n const ivec3 strides = ivec3("+o+", "+i+", "+a+");\n const ivec3 pads = ivec3("+e+", "+n+", "+r+");\n\n void main() {\n ivec5 coords = getOutputCoords();\n int batch = coords.x;\n int d2 = coords.u;\n\n ivec3 xFRCCorner = ivec3(coords.y, coords.z, coords.w) * strides - pads;\n int xFCorner = xFRCCorner.x;\n int xRCorner = xFRCCorner.y;\n int xCCorner = xFRCCorner.z;\n\n // Convolve x(?, ?, ?, d1) with w(:, :, :, d1, d2) to get\n // y(yF, yR, yC, d2). ? = to be determined. : = across all\n // values in that axis.\n float dotProd = 0.0;\n for (int wF = 0; wF < "+l+"; wF++) {\n int xF = xFCorner + wF * "+s+";\n\n if (xF < 0 || xF >= "+t.inDepth+") {\n continue;\n }\n\n for (int wR = 0; wR < "+h+"; wR++) {\n int xR = xRCorner + wR * "+u+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+p+"; wC++) {\n int xC = xCCorner + wC * "+c+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n for (int d1 = 0; d1 < "+f+"; d1 += 4) {\n vec4 xValues = vec4(\n getX(batch, xF, xR, xC, d1),\n getX(batch, xF, xR, xC, d1 + 1),\n getX(batch, xF, xR, xC, d1 + 2),\n getX(batch, xF, xR, xC, d1 + 3)\n );\n vec4 wValues = vec4(\n getW(wF, wR, wC, d1, d2),\n getW(wF, wR, wC, d1 + 1, d2),\n getW(wF, wR, wC, d1 + 2, d2),\n getW(wF, wR, wC, d1 + 3, d2)\n );\n\n dotProd += dot(xValues, wValues);\n }\n\n if ("+(1===d)+") {\n dotProd +=\n getX(batch, xF, xR, xC, "+f+") *\n getW(wF, wR, wC, "+f+", d2);\n } else if ("+(2===d)+") {\n vec2 xValues = vec2(\n getX(batch, xF, xR, xC, "+f+"),\n getX(batch, xF, xR, xC, "+f+" + 1)\n );\n vec2 wValues = vec2(\n getW(wF, wR, wC, "+f+", d2),\n getW(wF, wR, wC, "+f+" + 1, d2)\n );\n dotProd += dot(xValues, wValues);\n } else if ("+(3===d)+") {\n vec3 xValues = vec3(\n getX(batch, xF, xR, xC, "+f+"),\n getX(batch, xF, xR, xC, "+f+" + 1),\n getX(batch, xF, xR, xC, "+f+" + 2)\n );\n vec3 wValues = vec3(\n getW(wF, wR, wC, "+f+", d2),\n getW(wF, wR, wC, "+f+" + 1, d2),\n getW(wF, wR, wC, "+f+" + 2, d2)\n );\n dotProd += dot(xValues, wValues);\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},sr=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.inHeight,n=t.inWidth,r=t.padInfo.top,o=t.padInfo.left,i=t.strideHeight,a=t.strideWidth,s=t.dilationHeight,u=t.dilationWidth,c=t.filterHeight,l=t.filterWidth,h=t.outChannels/t.inChannels;this.userCode="\n const ivec2 strides = ivec2("+i+", "+a+");\n const ivec2 pads = ivec2("+r+", "+o+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords.x;\n ivec2 xRCCorner = coords.yz * strides - pads;\n int d2 = coords.w;\n int d1 = d2 / "+h+";\n int q = d2 - d1 * "+h+";\n\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // Convolve x(?, ?, d1) with w(:, :, d1, q) to get y(yR, yC, d2).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n // TODO(dsmilkov): Flatten the two for loops and vec4 the operations.\n for (int wR = 0; wR < "+c+"; wR++) {\n int xR = xRCorner + wR * "+s+";\n\n if (xR < 0 || xR >= "+e+") {\n continue;\n }\n\n for (int wC = 0; wC < "+l+"; wC++) {\n int xC = xCCorner + wC * "+u+";\n\n if (xC < 0 || xC >= "+n+") {\n continue;\n }\n\n float xVal = getX(batch, xR, xC, d1);\n float wVal = getW(wR, wC, d1, q);\n dotProd += xVal * wVal;\n }\n }\n setOutput(dotProd);\n }\n "},ur=function(t){this.variableNames=["x","W"],this.usesPackedTextures=!0,this.outputShape=t.outShape;for(var e=t.inHeight,n=t.inWidth,r=t.padInfo.top,o=t.padInfo.left,i=t.strideHeight,a=t.strideWidth,s=t.dilationHeight,u=t.dilationWidth,c=t.filterHeight,l=t.filterWidth,h=l,p="int xR; int xC; int xCOffset;",f=0;f= 0 && xR < "+e+" && xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+d+" = getX(batch, xR, 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topLeft) * fracCR.x;\n float bottom = bottomLeft + (bottomRight - bottomLeft) * fracCR.x;\n float newValue = top + (bottom - top) * fracCR.y;\n setOutput(newValue);\n } else {\n // Compute the coordinators of nearest neighbor point.\n ivec2 sourceNearestCR = ivec2(floor(\n sourceFracIndexCR + vec2(0.5,0.5)));\n float newValue = getImage(b, sourceNearestCR.y, sourceNearestCR.x, d);\n setOutput(newValue);\n }\n }\n "},lr=function(t,e,n){this.variableNames=["x"];var r=(this.outputShape=t).length,o=t[t.length-1],i=n?"<":">";this.userCode="\n int getIndex(int i) {\n "+(n?"return "+o+" -i - 1;":"return i;")+"\n }\n\n void main() {\n "+Dn(r)+" coords = getOutputCoords();\n int end = "+hr(r,"coords")+";\n float val = 0.0;\n for (int i = "+o+" - 1; i >= 0; i -= 1) {\n int idx = getIndex(i);\n if (idx "+i+" end) {\n continue;\n }\n if (idx == end && "+e+") {\n continue;\n }\n "+hr(r,"coords")+" = idx;\n val += getX("+function(t,e){if(1===t)return""+e;if(2===t)return e+".x, 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FLOAT_MAX) {\n return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;\n } else if(v < -FLOAT_MAX) {\n return vec4(0.0, 0.0, 128.0, 255.0) / 255.0;\n }\n\n highp vec4 c = vec4(0,0,0,0);\n\n highp float e = floor(log2(av));\n highp float m = exp2(fract(log2(av))) - 1.0;\n\n c[2] = floor(128.0 * m);\n m -= c[2] / 128.0;\n c[1] = floor(32768.0 * m);\n m -= c[1] / 32768.0;\n c[0] = floor(8388608.0 * m);\n\n highp float ebias = e + 127.0;\n c[3] = floor(ebias / 2.0);\n ebias -= c[3] * 2.0;\n c[2] += floor(ebias) * 128.0;\n\n c[3] += 128.0 * step(0.0, -v);\n\n return c / 255.0;\n }\n\n void main() {\n float x = getAAtOutCoords();\n "+e.output+" = encode_float(x);\n }\n "},dr="return real * expR - imag * expI;",vr="return real * expI + imag * expR;",mr=function(t,e,n){this.variableNames=["real","imag"];var r=e[1];this.outputShape=e;var o=n?"2.0 * "+Math.PI:"-2.0 * "+Math.PI,i=n?r+".0":"1.0";this.userCode="\n const float exponentMultiplier = "+o+";\n\n float unaryOpComplex(float real, float expR, float 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t.bindTexture(t.TEXTURE_2D,n)}),Ar(t,e,function(){return t.texSubImage2D(t.TEXTURE_2D,0,0,0,r,o,a,t.FLOAT,i)}),Ar(t,e,function(){return t.bindTexture(t.TEXTURE_2D,null)})}function _o(t,e,n,r,o,i,a,s){var u,c=Sr(r,o),l=c[0],h=c[1],p=r*o;1===s.defaultNumChannels&&p===i.length?u=i:function(t,e,n){var r=Rr(t.length,n);if(e.length= "+r);for(var o=0,i=0;i= "+t[1]+" || pos >= "+t[0]+") continue;\n\n int offsetY = int(blockIndex / ("+u+")) * "+a+" - "+p+";\n int d0 = offsetY + "+l+" * (pos / "+f+");\n\n if(d0 >= "+e[0]+" || d0 < 0) continue;\n\n int offsetX = int(mod(float(blockIndex), "+u+".) * "+i+". - "+h+".);\n int d1 = offsetX + "+c+" * (int(mod(float(pos), "+f+".) / "+o+".));\n\n if(d1 >= "+e[1]+" || d1 < 0) continue;\n\n vec2 innerDims = vec2(d1, int(mod(float(pos), "+o+".)));\n result[row * 2 + col] = getChannel(getA(d0, int(innerDims.x),\n int(innerDims.y)), innerDims);\n }\n }\n\n "+d.output+" = result;\n }\n "},Fo=function(t,e,n,r,o){this.variableNames=["x"],this.outputShape=[];var i,a=e,s=t[3]-1;this.outputShape=t;var u="float("+n+") + float("+r+") * sum";i=.5===o?"inversesqrt("+u+")":1===o?"1.0/("+u+")":"exp(log("+u+") * float(-"+o+"));",this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int r = coords[1];\n int c = coords[2];\n int d = coords[3];\n float x = getX(b, r, c, d);\n float sum = 0.0;\n for (int j = -"+a+"; j <= "+a+"; j++) {\n int idx = d + j;\n if (idx >= 0 && idx <= "+s+") {\n float z = getX(b, r, c, idx);\n sum += z * z;\n }\n }\n float val = x * "+i+";\n setOutput(val);\n }\n "},Lo=function(t,e,n,r,o){this.variableNames=["inputImage","outputImage","dy"],this.outputShape=[],this.outputShape=t,this.depth=t[3],this.depthRadius=e,this.bias=n,this.alpha=r,this.beta=o,this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int r = coords[1];\n int c = coords[2];\n\n float result = 0.0;\n for (int d = 0; d < "+this.depth+"; ++d) {\n int depthBegin = int(max(0.0, float(d - "+e+")));\n int depthEnd = int(min(float("+this.depth+"),\n float(d + "+e+" + 1)));\n\n const int MIN_DEPTH_BEGIN = 0;\n const int MAX_DEPTH_END = "+this.depth+";\n\n float norm = 0.0;\n for (int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k) {\n if (k < depthBegin){\n continue;\n }\n else if (k >= depthBegin && k < depthEnd) {\n norm += getInputImage(b, r, c, k) * getInputImage(b, r, c, k);\n }\n else {\n break;\n }\n }\n\n norm = float("+r+") * norm + float("+n+");\n\n for(int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k){\n if (k < depthBegin){\n continue;\n }\n else if (k >= depthBegin && k < depthEnd){\n float dyi = -2.0 * float("+r+")\n * float("+o+")\n * getInputImage(b ,r ,c, k) * getOutputImage(b, r, c, d)\n / norm;\n if (k == d) {\n dyi += pow(norm, -1.0 * "+o+");\n }\n if (k == coords[3]) {\n dyi *= getDy(b, r, c, d);\n result += dyi;\n }\n }\n else {\n break;\n }\n }\n }\n setOutput(result);\n }\n "},Bo=function(t){this.variableNames=["dy","maxPos"],this.outputShape=t.inShape;var e=t.strideHeight,n=t.strideWidth,r=t.dilationHeight,o=t.effectiveFilterHeight,i=t.effectiveFilterWidth,a=o-1-t.padInfo.top,s=i-1-t.padInfo.left,u=o*i-1;this.userCode="\n const ivec2 pads = ivec2("+a+", "+s+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int d = coords[3];\n\n ivec2 dyRCCorner = coords.yz - pads;\n int dyRCorner = dyRCCorner.x;\n int dyCCorner = dyRCCorner.y;\n\n // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+o+";\n wR += "+r+") {\n float dyR = float(dyRCorner + wR) / "+e+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n for (int wC = 0; wC < "+i+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+n+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n float dyValue = getDy(b, idyR, idyC, d);\n int maxPosValue = "+u+" - int(getMaxPos(b, idyR, idyC, d));\n\n // Get the current value, check it against the value from the\n // position matrix.\n int curPosValue = wR * "+i+" + wC;\n float mask = float(maxPosValue == curPosValue ? 1.0 : 0.0);\n\n dotProd += dyValue * mask;\n }\n }\n setOutput(dotProd);\n }\n "},Wo=function(t,e,n,r,o,i){void 0===n&&(n=!1),void 0===r&&(r=!1),void 0===o&&(o=!1),void 0===i&&(i=null),this.variableNames=["matrixA","matrixB"],this.usesPackedTextures=!0,this.outputShape=e;var a=n?t[1]:t[2],s=Math.ceil(a/2),u=n?"i * 2, rc.y":"rc.y, i * 2",c=r?"rc.z, i * 2":"i * 2, rc.z",l=n?["a.xxyy","a.zzww"]:["a.xxzz","a.yyww"],h=r?["b.xzxz","b.ywyw"]:["b.xyxy","b.zwzw"],p="",f="";i&&(p="vec4 activation(vec4 x) {\n "+i+"\n }",f="result = activation(result);");var d=o?"result += getBiasAtOutCoords();":"";o&&this.variableNames.push("bias"),this.userCode="\n "+p+"\n\n const float sharedDimension = "+s+".0;\n\n vec4 dot2x2ARowBCol(ivec3 rc) {\n vec4 result = vec4(0);\n for (int i = 0; i < "+s+"; i++) {\n vec4 a = getMatrixA(rc.x, "+u+");\n vec4 b = getMatrixB(rc.x, "+c+");\n\n result += ("+l[0]+" * "+h[0]+") + ("+l[1]+" * "+h[1]+");\n }\n return result;\n }\n\n void main() {\n ivec3 rc = getOutputCoords();\n vec4 result = dot2x2ARowBCol(rc);\n\n "+d+"\n\n "+f+"\n\n setOutput(result);\n }\n "},zo=function(){function t(t,e,n){this.variableNames=["probs"],this.outputShape=[t,n],this.userCode="\n uniform float seed;\n\n void main() {\n ivec2 coords = getOutputCoords();\n int batch = coords[0];\n\n float r = random(seed);\n float cdf = 0.0;\n\n for (int i = 0; i < "+(e-1)+"; i++) {\n cdf += getProbs(batch, i);\n\n if (r < cdf) {\n setOutput(float(i));\n return;\n }\n }\n\n // If no other event happened, last event happened.\n setOutput(float("+(e-1)+"));\n }\n "}return t.prototype.getCustomSetupFunc=function(n){var r=this;return function(t,e){null==r.seedLoc&&(r.seedLoc=t.getUniformLocation(e,"seed")),t.gl.uniform1f(r.seedLoc,n)}},t}(),Uo=function(t,e,n,r){this.variableNames=["indices"],this.outputShape=[t,e],this.userCode="\n void main() {\n ivec2 coords = getOutputCoords();\n int index = round(getIndices(coords.x));\n setOutput(mix(float("+r+"), float("+n+"),\n float(index == coords.y)));\n }\n "},Go=function(t){this.variableNames=["A"],this.isPackShader=!0;var e,n,r,o,i=(this.outputShape=t).length;if(0===i)this.userCode="\n void main() {\n setOutput(vec4(getA(), 0., 0., 0.));\n }\n ";else{var a=mn("rc",i),s=Dn(i),u=function(t,e,n){if(1===t)return"rc > "+e[0];for(var r="",o=t-2;o= "+e[o],o= "+e+";\n bool rEdge = rp1 >= "+n+";\n "}(i,t[t.length-1],t[t.length-2],a),l=(n=a,r=(e=t).length,o=function(t,e){for(var n=[],r=0;r<=1;r++)for(var o=0;o<=1;o++){for(var i=(0===r?"r":"rp1")+", "+(0===o?"c":"cp1"),a=2;a= "+e[0]+" ? 0. : getA(rc + 1),\n 0, 0":"getA("+o[0]+"),\n cEdge ? 0. : getA("+o[1]+"),\n rEdge ? 0. : getA("+o[2]+"),\n rEdge || cEdge ? 0. : getA("+o[3]+")");this.userCode="\n void main() {\n "+s+" rc = getOutputCoords();\n\n if("+u+") {\n setOutput(vec4(0));\n } else {\n "+c+"\n\n setOutput(vec4("+l+"));\n }\n }\n "}};var Vo=function(n,t,e){this.variableNames=["x"],this.outputShape=t.map(function(t,e){return t[0]+n[e]+t[1]});var r=n.length,o=Dn(r),i=t.map(function(t){return t[0]}).join(","),a=t.map(function(t,e){return t[0]+n[e]}).join(","),s=["coords[0]","coords[1]","coords[2]","coords[3]"].slice(0,r);this.userCode=1!==r?"\n "+o+" start = "+o+"("+i+");\n "+o+" end = "+o+"("+a+");\n\n void main() {\n "+o+" outC = getOutputCoords();\n if (any(lessThan(outC, start)) || any(greaterThanEqual(outC, end))) {\n setOutput(float("+e+"));\n } else {\n "+o+" coords = outC - start;\n setOutput(getX("+s+"));\n }\n }\n ":"\n int start = "+i+";\n int end = "+a+";\n\n void main() {\n int outC = getOutputCoords();\n if (outC < start || outC >= end) {\n setOutput(float("+e+"));\n } else {\n setOutput(getX(outC - start));\n }\n }\n "},Ho=function(n,t,e){this.variableNames=["x"],this.usesPackedTextures=!0,this.outputShape=t.map(function(t,e){return t[0]+n[e]+t[1]});for(var r=n.length,o=Dn(r),i=t.map(function(t){return t[0]}).join(","),a=t.map(function(t,e){return t[0]+n[e]}).join(","),s=mn("rc",r),u=mn("source",r),c=s[r-1]+" < "+this.outputShape[r-1],l=1===r?"source":"vec2("+u.slice(-2).join()+")",h=[o+" rc = outputLoc;",s[r-1]+" += 1;\n if("+c+") {\n ",1===r?"":"}\n rc = outputLoc;\n "+s[r-2]+" += 1;\n if("+s[r-2]+" < "+this.outputShape[r-2]+") {",1===r?"":" "+s[r-1]+" += 1;\n if("+c+") {"],p=1===r?"rc < start || rc >= end":"any(lessThan(rc, start)) || any(greaterThanEqual(rc, end))",f="",d=0,v=1===r?2:4;d= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+c+";\n wC += "+s+") {\n int xC = xCCorner + wC;\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float value = getX(batch, xR, xC, d);\n\n // If a min / max value has already been found, use it. If not,\n // use the current value.\n float currMinMaxValue = mix(\n value, minMaxValue, minMaxValueFound);\n if (value >= currMinMaxValue) {\n minMaxValue = value;\n minMaxValueFound = 1.0;\n minMaxPosition = wR * "+c+" + wC;\n }\n }\n }\n setOutput(float(minMaxPosition));\n }\n ";else{var d=e+"("+e+"("+e+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"avg"===e&&(d="avgValue / count");var v=4*Math.floor(r/4),m=r%4,g="\n if ("+p+") {\n avgValue += dot(values, ones);\n } else {\n minMaxValue = max(values, minMaxValue);\n }\n ";this.userCode="\n const ivec2 strides = ivec2("+o+", "+i+");\n const ivec2 pads = ivec2("+l+", "+h+");\n const float initializationValue = "+f+";\n const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n float count = 0.0;\n\n float getValue(int batch, int xR, int xC, int d) {\n if (xC < 0 || xC >= "+t.inWidth+") {\n return initializationValue;\n }\n count += 1.0;\n return getX(batch, xR, xC, d);\n }\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d = coords[3];\n\n ivec2 xRCCorner = coords.yz * strides - pads;\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // max/min x(?, ?, d) to get y(yR, yC, d).\n // ? = to be determined\n vec4 minMaxValue = vec4("+f+");\n float avgValue = 0.0;\n count = 0.0;\n\n for (int wR = 0; wR < "+u+";\n wR += "+a+") {\n int xR = xRCorner + wR;\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+v+"; wC += 4) {\n int xC = xCCorner + wC * "+s+";\n\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n getValue(batch, xR, xC + 2 * "+s+", d),\n getValue(batch, xR, xC + 3 * "+s+", d)\n );\n\n "+g+"\n }\n\n int xC = xCCorner + "+v+";\n if ("+(1===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n initializationValue,\n initializationValue,\n initializationValue\n );\n\n "+g+"\n } else if ("+(2===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n initializationValue,\n initializationValue\n );\n\n "+g+"\n } else if ("+(3===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n getValue(batch, xR, xC + 2 * "+s+", d),\n initializationValue\n );\n\n "+g+"\n }\n }\n setOutput("+d+");\n }\n "}},jo=function(t,e){this.variableNames=["x"];var n=t.windowSize,r=t.batchSize,o=t.inSize,i=Math.ceil(o/n);this.outputShape=[r,i];var a="0.0",s="";"prod"===e?a="1.0":"min"===e?(a="1.0 / 1e-20",s="min"):"max"===e&&(a="-1.0 / 1e-20",s="max");var u=e+"("+e+"("+e+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"sum"===e?u="sumValue":"prod"===e?u="prodValue":"all"===e?u="allValue":"any"===e&&(u="anyValue");var c=4*Math.floor(n/4),l=n%4,h="\n if ("+("sum"===e)+") {\n sumValue += dot(values, ones);\n } else if ("+("prod"===e)+") {\n vec2 tmp = vec2(values[0], values[1]) * vec2(values[2], values[3]);\n prodValue *= tmp[0] * tmp[1];\n } else {\n minMaxValue = "+s+"(values, minMaxValue);\n }\n ",p="vec4";"all"===e?(a="1.0",h="\n bool reducedAllValue = all(values);\n float floatedReducedAllValue = float(reducedAllValue);\n allValue = float(allValue >= 1.0 && floatedReducedAllValue >= 1.0);\n ",p="bvec4"):"any"===e&&(a="0.0",h="\n bool reducedAnyValue = any(values);\n float floatedReducedAnyValue = float(reducedAnyValue);\n anyValue = float(anyValue >= 1.0 || floatedReducedAnyValue >= 1.0);\n ",p="bvec4");var f="";0= "+o+") {\n return initializationValue;\n }\n "),this.userCode="\n const float initializationValue = "+a+";\n const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n float getValue(int batch, int inIdx) {\n "+f+"\n return getX(batch, inIdx);\n }\n\n void main() {\n ivec2 coords = getOutputCoords();\n int batch = coords[0];\n int outIdx = coords[1];\n int inOffset = outIdx * "+n+";\n\n vec4 minMaxValue = vec4("+a+");\n float prodValue = 1.0;\n float sumValue = 0.0;\n float allValue = 1.0;\n float anyValue = 0.0;\n\n for (int i = 0; i < "+c+"; i += 4) {\n int inIdx = inOffset + i;\n "+p+" values = "+p+"(\n getValue(batch, inIdx),\n getValue(batch, inIdx + 1),\n getValue(batch, inIdx + 2),\n getValue(batch, inIdx + 3)\n );\n\n "+h+"\n }\n\n int inIdx = inOffset + "+c+";\n if ("+(1===l)+") {\n "+p+" values = "+p+"(\n getValue(batch, inIdx),\n initializationValue,\n initializationValue,\n initializationValue\n );\n\n "+h+"\n } else if ("+(2===l)+") {\n "+p+" values = "+p+"(\n getValue(batch, inIdx),\n getValue(batch, inIdx + 1),\n initializationValue,\n initializationValue\n );\n\n "+h+"\n } else if ("+(3===l)+") {\n "+p+" values = "+p+"(\n getValue(batch, inIdx),\n getValue(batch, inIdx + 1),\n getValue(batch, inIdx + 2),\n initializationValue\n );\n\n "+h+"\n }\n setOutput("+u+");\n }\n "},$o=function(t,e){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=t;for(var n="",r=0;r<4;r++){var o="thisRC = rc;";r%2==1&&(o+="thisRC.z += 1;"),1= "+s+") {\n continue;\n }\n\n for (int dyCOffset = 0; dyCOffset < winWidth; dyCOffset++) {\n int dyC = dyCOffset + startDyC;\n\n // Guard against the window exceeding the bounds of dy\n if (dyC < 0 || dyC >= "+u+") {\n continue;\n }\n\n float dxR = float(dyR) * heightScale;\n int topDxRIndex = int(floor(dxR));\n int bottomDxRIndex = int(min(ceil(dxR), "+(o-1)+".0));\n float dxRLerp = dxR - float(topDxRIndex);\n float inverseDxRLerp = 1.0 - dxRLerp;\n\n float dxC = float(dyC) * widthScale;\n int leftDxCIndex = int(floor(dxC));\n int rightDxCIndex = int(min(ceil(dxC), "+(i-1)+".0));\n float dxCLerp = dxC - float(leftDxCIndex);\n float inverseDxCLerp = 1.0 - dxCLerp;\n\n if (r == topDxRIndex && c == leftDxCIndex) {\n // topLeft\n accumulator +=\n getDy(b, dyR, dyC, d) * inverseDxRLerp * inverseDxCLerp;\n }\n\n if (r == topDxRIndex && c == rightDxCIndex) {\n // topRight\n accumulator += getDy(b, dyR, dyC, d) * inverseDxRLerp * dxCLerp;\n }\n\n if (r == bottomDxRIndex && c == leftDxCIndex) {\n // bottomLeft\n accumulator += getDy(b, dyR, dyC, d) * dxRLerp * inverseDxCLerp;\n }\n\n if (r == bottomDxRIndex && c == rightDxCIndex) {\n // bottomRight\n accumulator += getDy(b, dyR, dyC, d) * dxRLerp * dxCLerp;\n }\n }\n }\n // End loop over dy\n\n setOutput(accumulator);\n }\n "},Xo=function(t,e,n,r){this.variableNames=["A"],this.outputShape=[];var o=t[0],i=t[1],a=t[2],s=t[3];this.outputShape=[o,e,n,s];var u=[r&&1= "+s+") {\n continue;\n }\n\n for (int dyCOffset = 0; dyCOffset < winWidth; dyCOffset++) {\n int dyC = dyCOffset + startDyC;\n\n // Guard against the window exceeding the bounds of dy\n if (dyC < 0 || dyC >= "+u+") {\n continue;\n }\n\n float sourceFracRow =\n float("+c[0]+") *\n (float(dyR) / float("+l[0]+"));\n\n float sourceFracCol =\n float("+c[1]+") *\n (float(dyC) / float("+l[1]+"));\n\n int sourceNearestRow = int(min(\n float(int("+o+") - 1),\n "+n+" ? float(round(sourceFracRow)) :\n float(floor(sourceFracRow))));\n\n int sourceNearestCol = int(min(\n float(int("+i+") - 1),\n "+n+" ? float(round(sourceFracCol)) :\n float(floor(sourceFracCol))));\n\n if (r == sourceNearestRow && c == sourceNearestCol) {\n accumulator += getDy(b, dyR, dyC, d);\n }\n }\n }\n // End loop over dy\n\n setOutput(accumulator);\n }\n "},Jo=function(t,e,n,r){this.variableNames=["A"],this.outputShape=[];var o=t[0],i=t[1],a=t[2],s=t[3];this.outputShape=[o,e,n,s];var u=[r&&1= 1.0) {\n setOutput(getA("+o+"));\n } else {\n setOutput(getB("+o+"));\n }\n }\n "},oi=function(){function t(t){this.variableNames=["source"],this.outputShape=t,this.rank=t.length;var e,n=Dn(this.rank),r="uniform int start["+this.rank+"];",o=function(t){if(1===t)return"sourceLoc";if(t<=6)return ii.slice(0,t).map(function(t){return"sourceLoc."+t}).join(",");throw Error("Slicing for rank "+t+" is not yet supported")}(this.rank);e="\n "+n+" sourceLoc;\n "+n+" coords = getOutputCoords();\n "+t.map(function(t,e){return"sourceLoc."+ii[e]+" = start["+e+"] + coords."+ii[e]+";"}).join("\n")+"\n ",this.userCode="\n "+r+"\n void main() {\n "+e+"\n setOutput(getSource("+o+"));\n }\n "}return t.prototype.getCustomSetupFunc=function(n){var r=this;if(n.length!==this.rank)throw Error("The rank ("+this.rank+") of the program must match the length of start ("+n.length+")");return function(t,e){null==r.startLoc&&(r.startLoc=t.getUniformLocationNoThrow(e,"start"),null==r.startLoc)||t.gl.uniform1iv(r.startLoc,n)}},t}(),ii=["x","y","z","w","u","v"];var ai=function(){function t(t){this.variableNames=["source"],this.usesPackedTextures=!0,this.outputShape=t,this.rank=t.length;var e=Dn(this.rank),n=mn("coords",this.rank),r=mn("sourceLoc",this.rank),o=1===this.rank?"sourceLoc":"vec2("+r.slice(-2).join()+")",i="getChannel(getSource("+r.join()+"), "+o+")",a="\n result.x = "+i+";\n if (++"+n[this.rank-1]+" < "+t[this.rank-1]+") {\n ++"+r[this.rank-1]+";\n result.y = "+i+";\n --"+r[this.rank-1]+";\n }\n ",s=1===this.rank?"":"\n --"+n[this.rank-1]+";\n if (++"+n[this.rank-2]+" < "+t[this.rank-2]+") {\n ++"+r[this.rank-2]+";\n result.z = "+i+";\n if 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NAN : result.r;\n result.g = isNaN.g > 0. ? NAN : result.g;\n result.b = isNaN.b > 0. ? NAN : result.b;\n result.a = isNaN.a > 0. ? NAN : result.a;\n\n return result;\n",t.shape,e.shape):new jn("\nif(a < 0.0 && floor(b) < b){\n return NAN;\n}\nreturn (round(mod(b, 2.0)) != 1) ?\n pow(abs(a), b) : sign(a) * pow(abs(a), b);\n",t.shape,e.shape),o=kt(t.dtype,e.dtype),i=n?this.makePackedTensor(r.outputShape,o):this.makeOutputArray(r.outputShape,o);return this.compileAndRun(r,[t,e],i)},t.prototype.ceil=function(t){var e=new mi(t.shape,"return ceil(x);");return this.compileAndRun(e,[t])},t.prototype.floor=function(t){var e=new mi(t.shape,"return floor(x);");return this.compileAndRun(e,[t])},t.prototype.sign=function(t){var e=new mi(t.shape,"\n if (isnan(x)) { return 0.0; }\n return sign(x);\n");return this.compileAndRun(e,[t])},t.prototype.isNaN=function(t){var e=new mi(t.shape,"return float(isnan(x));"),n=this.makeOutputArray(e.outputShape,"bool");return this.compileAndRun(e,[t],n)},t.prototype.isInf=function(t){var e=new mi(t.shape,"return float(isinf(x));"),n=this.makeOutputArray(e.outputShape,"bool");return this.compileAndRun(e,[t],n)},t.prototype.isFinite=function(t){var e=new mi(t.shape,"return float(!isnan(x) && !isinf(x));"),n=this.makeOutputArray(e.outputShape,"bool");return this.compileAndRun(e,[t],n)},t.prototype.round=function(t){var e=new mi(t.shape,"\n // OpenGL ES does not support round function.\n // The algorithm is based on banker's rounding.\n float base = floor(x);\n if ((x - base) < 0.5) {\n return floor(x);\n } else if ((x - base) > 0.5) {\n return ceil(x);\n } else {\n if (mod(base, 2.0) == 0.0) {\n return base;\n } else {\n return base + 1.0;\n }\n }\n");return this.compileAndRun(e,[t])},t.prototype.exp=function(t){var e;return e=Zt.get("WEBGL_PACK")?new Ei(t.shape,xi):new mi(t.shape,xi),this.compileAndRun(e,[t])},t.prototype.expm1=function(t){var e=new mi(t.shape,"return exp(x) - 1.0;");return this.compileAndRun(e,[t])},t.prototype.log=function(t){var e;return e=Zt.get("WEBGL_PACK")?new Ei(t.shape,"\n vec4 result = log(x);\n vec4 isNaN = vec4(lessThan(x, vec4(0.0)));\n result.r = isNaN.r == 1.0 ? 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NAN : result.r;\n result.g = isNaN.g > 0. ? NAN : result.g;\n result.b = isNaN.b > 0. ? NAN : result.b;\n result.a = isNaN.a > 0. ? NAN : result.a;\n\n return result;\n",t.shape,e.shape):new jn("\n if (isnan(a)) return a;\n if (isnan(b)) return b;\n\n return atan(a, b);\n",t.shape,e.shape);return this.compileAndRun(n,[t,e])},t.prototype.sinh=function(t){var e=new mi(t.shape,"\n float e2x = exp(x);\n return (e2x - 1.0 / e2x) / 2.0;\n");return this.compileAndRun(e,[t])},t.prototype.cosh=function(t){var e=new mi(t.shape,"\n float e2x = exp(-x);\n return (e2x + 1.0 / e2x) / 2.0;\n");return this.compileAndRun(e,[t])},t.prototype.tanh=function(t){var e=new mi(t.shape,"\n float e2x = exp(-2.0 * abs(x));\n return sign(x) * (1.0 - e2x) / (1.0 + e2x);\n");return this.compileAndRun(e,[t])},t.prototype.asinh=function(t){var e=new mi(t.shape,"return log(x + sqrt(x * x + 1.0));");return this.compileAndRun(e,[t])},t.prototype.acosh=function(t){var e=new mi(t.shape,"if (isnan(x)) return x;\n if (x < 1.0) return NAN;\n return log(x + sqrt(x * x - 1.0));");return this.compileAndRun(e,[t])},t.prototype.atanh=function(t){var e=new mi(t.shape,"if (isnan(x)) return x;\n if ((x < -1.0) || (x > 1.0)) return NAN;\n return (log(1.0 + x) - log(1.0 - x)) / 2.0;");return this.compileAndRun(e,[t])},t.prototype.erf=function(t){var e=new mi(t.shape,'\n // Error function is calculated approximately with elementary function.\n // See "Handbook of Mathematical Functions with Formulas,\n // Graphs, and Mathematical Tables", Abramowitz and Stegun.\n float p = 0.3275911;\n float a1 = 0.254829592;\n float a2 = -0.284496736;\n float a3 = 1.421413741;\n float a4 = -1.453152027;\n float a5 = 1.061405429;\n\n float t = 1.0 / (1.0 + p * x);\n return 1.0 - (((((a5*t + a4)*t) + a3)*t + a2)*t + a1)*t*exp(-x*x);\n');return this.compileAndRun(e,[t])},t.prototype.step=function(t,e){var n,r=new mi(t.shape,(void 0===(n=e)&&(n=0),gi+"\n return x > 0.0 ? 1.0 : float("+n+");\n "));return this.compileAndRun(r,[t])},t.prototype.conv2dByMatMul=function(t,e,n){var r=t.shape,o=this.texData.get(t.dataId),i=n.inChannels,a=r[0]*r[1]*r[2],s=n.outChannels,u=(1===a||1===s)&&1e3 1 for depthToSpace, but was: "+e});var r=t.shape[0],o="NHWC"===n?t.shape[1]:t.shape[2],i="NHWC"===n?t.shape[2]:t.shape[3],a="NHWC"===n?t.shape[3]:t.shape[1],s=o*e,u=i*e,c=a/(e*e),l=new pr("NHWC"===n?[r,s,u,c]:[r,c,s,u],e,n);return this.compileAndRun(l,[t])},t.prototype.split=function(t,e,n){return pn(t,e,n)},t.prototype.scatterND=function(t,e,n){var r=Te(0,t,n),o=r.sliceRank,i=r.numUpdates,a=r.sliceSize,s=r.strides,u=r.outputSize,c=[u/a,a],l=t.reshape([i,o]),h=e.reshape([i,a]);if(0===u)return sn(Ge([]),n);var p=Ve(0),f=new ei(i,o,l.rank,h.rank,s,c);return this.compileAndRun(f,[h,l,p]).reshape(n)},t.prototype.sparseToDense=function(t,e,n,r){var o=Te(0,t,n),i=o.sliceRank,a=o.numUpdates,s=o.strides,u=o.outputSize,c=new ei(a,i,t.rank,e.rank,s,[u,1],!1);return this.compileAndRun(c,[e,t,r]).reshape(n)},t.prototype.fft=function(t){return this.fftImpl(t,!1)},t.prototype.ifft=function(t){return this.fftImpl(t,!0)},t.prototype.fftImpl=function(t,e){var n=this.texData.get(t.dataId),r=new mr(dr,t.shape,e),o=new mr(vr,t.shape,e),i=[this.makeComplexComponentTensorHandle(t,n.complexTensors.real),this.makeComplexComponentTensorHandle(t,n.complexTensors.imag)],a=this.compileAndRun(r,i),s=this.compileAndRun(o,i),u=this.complex(a,s).as2D(t.shape[0],t.shape[1]);return a.dispose(),s.dispose(),u},t.prototype.gatherND=function(t,e){var n=e.shape,r=n[n.length-1],o=Ne(t,e),i=o[0],a=o[1],s=o[2],u=o[3],c=e.reshape([a,r]),l=t.reshape([t.size/s,s]),h=new _r(r,u,[a,s]);return this.compileAndRun(h,[l,c]).reshape(i)},t.prototype.fill=function(t,e,n){if("string"===(n=n||q(e))){var r=M(n,B(t));return r.fill(e),dt.make(t,{values:r},n)}var o=new gr(t,e),i=o.getCustomSetupFunc(e),a=this.makeOutputArray(t,n);return this.compileAndRun(o,[],a,i)},t.prototype.onesLike=function(t){if("string"===t.dtype)throw new Error("onesLike is not supported under string dtype");return this.fill(t.shape,1,t.dtype)},t.prototype.zerosLike=function(t){return this.fill(t.shape,"string"===t.dtype?"":0,t.dtype)},t.prototype.makeOutputArray=function(t,e){return dt.make(t,{},e,this)},t.prototype.makePackedTensor=function(t,e){var n=dt.make(t,{},e,this);return this.texData.get(n.dataId).isPacked=!0,n},t.prototype.unpackTensor=function(t){var e=new Ci(t.shape);return this.compileAndRun(e,[t],dt.make(e.outputShape,{},t.dtype,this))},t.prototype.packTensor=function(t){var e=new Go(t.shape);return this.compileAndRun(e,[t],this.makePackedTensor(t.shape,t.dtype))},t.prototype.packedReshape=function(t,e){var n=t.reshape([oo(t.shape)].concat(io(t.shape))),r=[oo(e)].concat(io(e)),o=new $o(r,n.shape);return this.compileAndRun(o,[n]).reshape(e)},t.prototype.compileAndRun=function(o,t,e,n,r){var i=this;if(void 0===r&&(r=!0),null==e&&(e=o.usesPackedTextures?this.makePackedTensor(o.outputShape,t[0].dtype):this.makeOutputArray(o.outputShape,t[0].dtype)),0===e.size)return this.texData.get(e.dataId).values=A(e.dtype,0),e;var a=t.map(function(t){if("complex64"===t.dtype)throw new Error("GPGPUProgram does not support complex64 input. 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got rank "+n.rank+"."}),D(2===e.length,function(){return"Error in resizeNearestNeighbor: new shape must 2D, but got shape "+e+"."}),D("float32"===n.dtype||"int32"===n.dtype,function(){return"`images` must have `int32` or `float32` as dtype"});var o=n,i=!1;3===n.rank&&(i=!0,o=n.as4D(1,n.shape[0],n.shape[1],n.shape[2]));var a=e[0],s=e[1],u=Zt.engine.runKernel(function(t,e){return e([o]),t.resizeNearestNeighbor(o,a,s,r)},{batchImages:o},function(e,n){return{batchImages:function(){return Zt.engine.runKernel(function(t){return t.resizeNearestNeighborBackprop(e,n[0],r)},{})}}});return i?u.as3D(u.shape[1],u.shape[2],u.shape[3]):u}}),Fc=Fe({nonMaxSuppression_:function(t,e,n,r,o){void 0===r&&(r=.5),void 0===o&&(o=Number.NEGATIVE_INFINITY);var i=re(t,"boxes","nonMaxSuppression"),a=re(e,"scores","nonMaxSuppression"),s=Mc(i,a,n,r,o);return n=s.maxOutputSize,r=s.iouThreshold,o=s.scoreThreshold,Zt.engine.runKernel(function(t){return t.nonMaxSuppression(i,a,n,r,o)},{$boxes:i})}}),Lc=function(s,u,c,l,h){return void 0===l&&(l=.5),void 0===h&&(h=Number.NEGATIVE_INFINITY),m(this,void 0,void 0,function(){var e,n,r,o,i,a;return R(this,function(t){switch(t.label){case 0:return e=re(s,"boxes","nonMaxSuppressionAsync"),n=re(u,"scores","nonMaxSuppressionAsync"),r=Mc(e,n,c,l,h),c=r.maxOutputSize,l=r.iouThreshold,h=r.scoreThreshold,[4,e.data()];case 1:return o=t.sent(),[4,n.data()];case 2:return i=t.sent(),a=ln(o,i,c,l,h),e!==s&&e.dispose(),n!==u&&n.dispose(),[2,a]}})})},Bc=Fe({cropAndResize_:function(t,e,n,r,o,i){var a=re(t,"image","cropAndResize","float32"),s=re(e,"boxes","cropAndResize","float32"),u=re(n,"boxInd","cropAndResize","int32");o=o||"bilinear",i=i||0;var c=s.shape[0];return D(4===a.rank,function(){return"Error in cropAndResize: image must be rank 4,but got rank "+a.rank+"."}),D(2===s.rank&&4===s.shape[1],function(){return"Error in cropAndResize: boxes must be have size ["+c+",4] but had shape "+s.shape+"."}),D(1===u.rank&&u.shape[0]===c,function(){return"Error in cropAndResize: boxInd must be have size ["+c+"] but had shape "+s.shape+"."}),D(2===r.length,function(){return"Error in cropAndResize: cropSize must be of length 2, but got length "+r.length+"."}),D(1<=r[0]&&1<=r[1],function(){return"cropSize must be atleast [1,1], but was "+r}),D("bilinear"===o||"nearest"===o,function(){return"method must be bilinear or nearest, but was "+o}),Zt.engine.runKernel(function(t,e){return t.cropAndResize(a,s,u,r,o,i)},{$image:a,$boxes:s})}}),Wc=Object.freeze({resizeBilinear:Oc,resizeNearestNeighbor:Pc,nonMaxSuppression:Fc,nonMaxSuppressionAsync:Lc,cropAndResize:Bc});var zc=Fe({matMul_:function(t,e,s,u,c,l){var n;void 0===s&&(s=!1),void 0===u&&(u=!1),void 0===l&&(l="linear");var r=re(t,"a","fused matMul"),o=re(e,"b","fused matMul");n=Tt(r,o),r=n[0],o=n[1];var i=s?r.shape[r.rank-2]:r.shape[r.rank-1],a=u?o.shape[o.rank-1]:o.shape[o.rank-2],h=s?r.shape[r.rank-1]:r.shape[r.rank-2],p=u?o.shape[o.rank-2]:o.shape[o.rank-1],f=r.shape.slice(0,-2),d=o.shape.slice(0,-2),v=B(f),m=B(d);D(2<=r.rank&&2<=o.rank&&r.rank===o.rank,function(){return"Error in fused matMul: inputs must have the same rank of at least 2, got ranks "+r.rank+" and "+o.rank+"."}),D(E(f,d),function(){return"Error in fused matMul: outer dimensions ("+f+") and ("+d+") of Tensors with shapes "+r.shape+" and "+o.shape+" must match."}),D(i===a,function(){return"Error in fused matMul: inner shapes ("+i+") and ("+a+") of Tensors with shapes "+r.shape+" and "+o.shape+" and transposeA="+s+" and transposeB="+u+" must match."});var g,y=r.shape.slice(0,-2).concat([h,p]),x=s?r.as3D(v,i,h):r.as3D(v,h,i),w=u?o.as3D(m,p,a):o.as3D(m,a,p);null!=c&&xn(y,(g=Tt(g=re(c,"bias","fused matMul"),r)[0]).shape);var b={$a:x,$b:w};return null!=c&&(b.$bias=g),Zt.engine.runKernel(function(t,e){var n=t.fusedBatchMatMul(x,w,s,u,g,l);return e([x,w,n]),n},b,function(t,e){var n,r=e[0],o=e[1],i=e[2];if(null==l||"linear"===l)n=t;else{if("relu"!==l)throw new Error("Gradient for activation "+l+" has not been implemented yet.");n=t.mul(i.step())}var a={};return null!=c&&(a={$bias:function(){var t=n,e=yn(g.shape,n.shape);return 0-e,s=r[o]=n.inHeight))for(var b=x*e.strides[0],E=d+w*t.strides[1],C=0;C=n.inWidth))for(var k=b+R*e.strides[1],I=E+N*n.inChannels,T=k,A=0;A=n.inDepth))for(var _=E*e.strides[0],S=g+C*t.strides[1],R=0;R=n.inHeight))for(var A=_+I*e.strides[1],D=S+T*t.strides[2],M=0;M=n.inWidth))for(var B=A+F*e.strides[2],W=D+L*n.inChannels,z=B,U=0;U=n.inHeight))for(var E=w*e.strides[0],C=v+b*t.strides[1],_=0;_=n.inWidth))for(var I=E+N*e.strides[1],T=C+k*n.inChannels,A=S,D=I,M=0;M=r.outHeight||Math.floor(_)!==_))for(var S=0;S=r.outWidth||Math.floor(R)!==R)){var N=c*l-1-d.get(m,_,R,g)===C*l+S?1:0;0!==N&&(E+=v.get(m,_,R,g)*N)}}}f.set(E,m,y,x,g)}return 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r=t.shape[0],o=t.shape[1],i=t.shape[2],a=t.shape[3],s=o*e,u=i*e,c=a/(e*e),l=t.dataSync(),h=new Float32Array(r*s*u*c),p=0,f=0;f=t.size/s)throw new Error("Invalid indices: "+f+" does not index into "+t.shape);for(var g=0;gn)}var jl=Object.freeze({WEBGL_ENVS:{HAS_WEBGL:!0},PACKED_ENVS:{WEBGL_PACK:!0},NODE_ENVS:{IS_NODE:!0},CHROME_ENVS:{IS_CHROME:!0},BROWSER_ENVS:{IS_BROWSER:!0},CPU_ENVS:{HAS_WEBGL:!1},ALL_ENVS:{},expectArraysClose:Vl,expectPromiseToFail:function(t,e){t().then(function(){return e.fail()},function(){return e()})},expectArraysEqual:function(t,e){var n="string"==typeof e||"number"==typeof e||"boolean"==typeof e?[e]:e;return t instanceof dt&&"string"===t.dtype||e instanceof dt&&"string"===e.dtype||Array.isArray(t)&&V(t[0])||Array.isArray(e)&&V(e[0])?Hl(t,n,function(t,e){return t==e}):Vl(t,e,0)},expectNumbersClose:function(t,e,n){if(null==n&&(n=Zt.get("TEST_EPSILON")),!ql(t,e,n))throw new Error("Numbers differ: actual === "+t+", expected === 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e=this;this.c.dispose(),this.epsilonScalar.dispose(),this.rhoScalar.dispose(),this.oneMinusRho.dispose(),null!=this.accumulatedUpdates&&(Object.keys(this.accumulatedUpdates).forEach(function(t){return e.accumulatedUpdates[t].dispose()}),Object.keys(this.accumulatedGrads).forEach(function(t){return e.accumulatedGrads[t].dispose()}))},t.prototype.getConfig=function(){return{learningRate:this.learningRate,rho:this.rho,epsilon:this.epsilon}},t.fromConfig=function(t,e){return new t(e.learningRate,e.rho,e.epsilon)},t.className="AdadeltaOptimizer",t}(Kl);Ul(Xl);var Yl=function(r){function t(t,e){void 0===e&&(e=.1);var n=r.call(this)||this;return n.learningRate=t,n.initialAccumulatorValue=e,n.accumulatedGrads={},n.c=ce(Ve(-t)),n.epsilon=ce(Ve(Zt.get("EPSILON"))),n}return s(t,r),t.prototype.applyGradients=function(t){var a=this,e=function(n){var r=Zt.engine.registeredVariables[n];null==s.accumulatedGrads[n]&&ue(function(){a.accumulatedGrads[n]=Je(r.shape,a.initialAccumulatorValue).variable(!1)});var o=t[n],i=s.accumulatedGrads[n];ue(function(){var t=i.add(o.square());a.accumulatedGrads[n].assign(t);var e=a.c.mul(o.div(t.add(a.epsilon).sqrt())).add(r);r.assign(e)})},s=this;for(var n in t)e(n)},t.prototype.dispose=function(){var e=this;this.epsilon.dispose(),this.c.dispose(),null!=this.accumulatedGrads&&Object.keys(this.accumulatedGrads).forEach(function(t){return e.accumulatedGrads[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,initialAccumulatorValue:this.initialAccumulatorValue}},t.fromConfig=function(t,e){return new t(e.learningRate,e.initialAccumulatorValue)},t.className="AdagradOptimizer",t}(Kl);Ul(Yl);var Ql=function(i){function t(t,e,n,r){void 0===r&&(r=null);var o=i.call(this)||this;return 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i=f[n],a=d.accumulatedFirstMoment[n],s=d.accumulatedSecondMoment[n],u=d.beta1Scalar.mul(a).add(d.oneMinusBeta1.mul(i)),c=d.beta2Scalar.mul(s).add(d.oneMinusBeta2.mul(i.square())),l=u.div(t),h=c.div(e);d.accumulatedFirstMoment[n].assign(u),d.accumulatedSecondMoment[n].assign(c);var p=d.c.mul(l.div(d.epsScalar.add(h.sqrt()))).add(r);r.assign(p)}d.accBeta1.assign(d.accBeta1.mul(d.beta1Scalar)),d.accBeta2.assign(d.accBeta2.mul(d.beta2Scalar))})},t.prototype.dispose=function(){var e=this;this.c.dispose(),this.epsScalar.dispose(),this.beta1Scalar.dispose(),this.beta2Scalar.dispose(),this.accBeta1.dispose(),this.accBeta2.dispose(),this.oneMinusBeta1.dispose(),this.oneMinusBeta2.dispose(),this.one.dispose(),null!=this.accumulatedFirstMoment&&Object.keys(this.accumulatedFirstMoment).forEach(function(t){return e.accumulatedFirstMoment[t].dispose()}),null!=this.accumulatedSecondMoment&&Object.keys(this.accumulatedSecondMoment).forEach(function(t){return e.accumulatedSecondMoment[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,beta1:this.beta1,beta2:this.beta2,epsilon:this.epsilon}},t.fromConfig=function(t,e){return new t(e.learningRate,e.beta1,e.beta2,e.epsilon)},t.className="AdamOptimizer",t}(Kl);Ul(Ql);var Jl=function(a){function t(t,e,n,r,o){void 0===r&&(r=null),void 0===o&&(o=0);var i=a.call(this)||this;return i.learningRate=t,i.beta1=e,i.beta2=n,i.epsilon=r,i.decay=o,i.accumulatedFirstMoment={},i.accumulatedWeightedInfNorm={},i.c=ce(Ve(-t)),i.beta1Scalar=ce(Ve(e)),i.beta2Scalar=ce(Ve(n)),i.decayScalar=ce(Ve(o)),ue(function(){i.iteration=Ve(0).variable(),i.accBeta1=Ve(e).variable()}),i.oneMinusBeta1=ce(Ve(1-e)),i.one=ce(Ve(1)),null===r&&(r=Zt.get("EPSILON")),i.epsScalar=ce(Ve(r)),i}return s(t,a),t.prototype.applyGradients=function(f){var d=this;ue(function(){var t=d.one.sub(d.accBeta1),e=d.c.div(d.one.add(d.decayScalar.mul(d.iteration)));for(var n in f){var r=Zt.engine.registeredVariables[n];if(null==d.accumulatedFirstMoment[n]){var o=!1;d.accumulatedFirstMoment[n]=nn(r).variable(o)}null==d.accumulatedWeightedInfNorm[n]&&(o=!1,d.accumulatedWeightedInfNorm[n]=nn(r).variable(o));var i=f[n],a=d.accumulatedFirstMoment[n],s=d.accumulatedWeightedInfNorm[n],u=d.beta1Scalar.mul(a).add(d.oneMinusBeta1.mul(i)),c=d.beta2Scalar.mul(s),l=i.abs(),h=c.maximum(l);d.accumulatedFirstMoment[n].assign(u),d.accumulatedWeightedInfNorm[n].assign(h);var p=e.div(t).mul(u.div(d.epsScalar.add(h))).add(r);r.assign(p)}d.iteration.assign(d.iteration.add(d.one)),d.accBeta1.assign(d.accBeta1.mul(d.beta1Scalar))})},t.prototype.dispose=function(){var 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after extract: "+o().length);return{paramMappings:e,params:{dense0:a,dense1:s,dense2:u,dense3:c}}}(t)},e}(xp);function $p(t,e){return ue(function(){return xu(As(t,e.weights),e.bias)})}function Kp(e){var n={},r={};return Object.keys(e).forEach(function(t){(t.startsWith("fc")?r:n)[t]=e[t]}),{featureExtractorMap:n,classifierMap:r}}var Xp=function(r){function t(t,e){var n=r.call(this,t)||this;return n._faceFeatureExtractor=e,n}return a(t,r),Object.defineProperty(t.prototype,"faceFeatureExtractor",{get:function(){return this._faceFeatureExtractor},enumerable:!0,configurable:!0}),t.prototype.runNet=function(e){var n=this,r=this.params;if(!r)throw new Error(this._name+" - load model before inference");return ue(function(){var t=e instanceof gp?n.faceFeatureExtractor.forwardInput(e):e;return $p(t.as2D(t.shape[0],-1),r.fc)})},t.prototype.dispose=function(t){void 0===t&&(t=!0),this.faceFeatureExtractor.dispose(t),r.prototype.dispose.call(this,t)},t.prototype.loadClassifierParams=function(t){var e=this.extractClassifierParams(t),n=e.params,r=e.paramMappings;this._params=n,this._paramMappings=r},t.prototype.extractClassifierParams=function(t){return function(t,e,n){var r=[],o=np(t),i=o.extractWeights,a=o.getRemainingWeights,s=Qh(i,r)(e,n,"fc");if(0!==a().length)throw new Error("weights remaing after extract: "+a().length);return{paramMappings:r,params:{fc:s}}}(t,this.getClassifierChannelsIn(),this.getClassifierChannelsOut())},t.prototype.extractParamsFromWeigthMap=function(t){var e,n,r,o,i,a=Kp(t),s=a.featureExtractorMap,u=a.classifierMap;return this.faceFeatureExtractor.loadFromWeightMap(s),o=ep(e=u,r=[]),i={fc:(n="fc",{weights:o(n+"/weights",2),bias:o(n+"/bias",1)})},Xh(e,r),{params:i,paramMappings:r}},t.prototype.extractParams=function(t){var e=this.getClassifierChannelsIn(),n=this.getClassifierChannelsOut(),r=n*e+n,o=t.slice(0,t.length-r),i=t.slice(t.length-r);return this.faceFeatureExtractor.extractWeights(o),this.extractClassifierParams(i)},t}(xp),Yp=["neutral","happy","sad","angry","fearful","disgusted","surprised"],Qp=function(){function t(n){var r=this;if(7!==n.length)throw new Error("FaceExpressions.constructor - expected probabilities.length to be 7, have: "+n.length);Yp.forEach(function(t,e){r[t]=n[e]})}return t.prototype.asSortedArray=function(){var e=this;return Yp.map(function(t){return{expression:t,probability:e[t]}}).sort(function(t,e){return e.probability-t.probability})},t}(),Jp=function(e){function t(t){return void 0===t&&(t=new jp),e.call(this,"FaceExpressionNet",t)||this}return a(t,e),t.prototype.forwardInput=function(t){var e=this;return ue(function(){return Le(e.runNet(t))})},t.prototype.forward=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=this.forwardInput,[4,yp(n)];case 1:return[2,e.apply(this,[t.sent()])]}})})},t.prototype.predictExpressions=function(a){return p(this,void 0,void 0,function(){var e,n,r,o,i=this;return P(this,function(t){switch(t.label){case 0:return[4,yp(a)];case 1:return e=t.sent(),[4,this.forwardInput(e)];case 2:return n=t.sent(),[4,Promise.all(ha(n).map(function(n){return p(i,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return[4,n.data()];case 1:return e=t.sent(),n.dispose(),[2,e]}})})}))];case 3:return r=t.sent(),n.dispose(),o=r.map(function(t){return new Qp(t)}),[2,e.isBatchInput?o:o[0]]}})})},t.prototype.getDefaultModelName=function(){return"face_expression_model"},t.prototype.getClassifierChannelsIn=function(){return 256},t.prototype.getClassifierChannelsOut=function(){return 7},t}(Xp);function Zp(t){return t.expressions instanceof Qp}function tf(t,e){var n={expressions:e};return Object.assign({},t,n)}var ef=function(){function t(t,e,n){void 0===n&&(n=new lh(0,0));var r=e.width,o=e.height;this._imgDims=new ch(r,o),this._shift=n,this._positions=t.map(function(t){return t.mul(new lh(r,o)).add(n)})}return Object.defineProperty(t.prototype,"shift",{get:function(){return new lh(this._shift.x,this._shift.y)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"imageWidth",{get:function(){return this._imgDims.width},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"imageHeight",{get:function(){return this._imgDims.height},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"positions",{get:function(){return this._positions},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"relativePositions",{get:function(){var e=this;return this._positions.map(function(t){return t.sub(e._shift).div(new lh(e.imageWidth,e.imageHeight))})},enumerable:!0,configurable:!0}),t.prototype.forSize=function(t,e){return new this.constructor(this.relativePositions,{width:t,height:e})},t.prototype.shiftBy=function(t,e){return new this.constructor(this.relativePositions,this._imgDims,new lh(t,e))},t.prototype.shiftByPoint=function(t){return this.shiftBy(t.x,t.y)},t.prototype.align=function(t,e){if(void 0===e&&(e={}),t){var n=t instanceof Lp?t.box.floor():new Sh(t);return this.shiftBy(n.x,n.y).align(null,e)}var r=Object.assign({},{useDlibAlignment:!1,minBoxPadding:.2},e),o=r.useDlibAlignment,i=r.minBoxPadding;return o?this.alignDlib():this.alignMinBbox(i)},t.prototype.alignDlib=function(){var t=this.getRefPointsForAlignment(),e=t[0],n=t[1],r=t[2],o=function(t){return r.sub(t).magnitude()},i=(o(e)+o(n))/2,a=Math.floor(i/.45),s=wh(t),u=Math.floor(Math.max(0,s.x-.5*a)),c=Math.floor(Math.max(0,s.y-.43*a));return new Th(u,c,Math.min(a,this.imageWidth+u),Math.min(a,this.imageHeight+c))},t.prototype.alignMinBbox=function(t){var e,n,r,o,i,a,s,u=(e=this.positions,n=e.map(function(t){return t.x}),r=e.map(function(t){return t.y}),o=n.reduce(function(t,e){return e or array thereof");var n=e.asSortedArray().filter(function(t){return t.probability>i}),r=Bp(t)?t.detection.box.bottomLeft:a||new lh(0,0);new Hh(n.map(function(t){return t.expression+" ("+gh(t.probability)+")"}),r).draw(o)})},DrawFaceLandmarksOptions:af,DrawFaceLandmarks:sf,drawFaceLandmarks:function(n,t){(Array.isArray(t)?t:[t]).forEach(function(t){var e=t instanceof ef?t:rf(t)?t.landmarks:void 0;if(!e)throw new Error("drawFaceLandmarks - expected faceExpressions to be FaceLandmarks | WithFaceLandmarks> or array thereof");new sf(e).draw(n)})}});function cf(t,e){var n,r,o,i,a=[],s=np(t),u=s.extractWeights,c=s.getRemainingWeights,l=(o=Yh(n=u,r=a),i=Zh(n,r),{extractConvParams:o,extractSeparableConvParams:i,extractReductionBlockParams:function(t,e,n){return{separable_conv0:i(t,e,n+"/separable_conv0"),separable_conv1:i(e,e,n+"/separable_conv1"),expansion_conv:o(t,e,1,n+"/expansion_conv")}},extractMainBlockParams:function(t,e){return{separable_conv0:i(t,t,e+"/separable_conv0"),separable_conv1:i(t,t,e+"/separable_conv1"),separable_conv2:i(t,t,e+"/separable_conv2")}}}),h=l.extractSeparableConvParams,p=l.extractReductionBlockParams,f=l.extractMainBlockParams,d={conv_in:(0,l.extractConvParams)(3,32,3,"entry_flow/conv_in"),reduction_block_0:p(32,64,"entry_flow/reduction_block_0"),reduction_block_1:p(64,128,"entry_flow/reduction_block_1")},v={};bh(e,0,1).forEach(function(t){v["main_block_"+t]=f(128,"middle_flow/main_block_"+t)});var m={reduction_block:p(128,256,"exit_flow/reduction_block"),separable_conv:h(256,512,"exit_flow/separable_conv")};if(0!==c().length)throw new Error("weights remaing after extract: "+c().length);return{paramMappings:a,params:{entry_flow:d,middle_flow:v,exit_flow:m}}}function lf(t,e){var n,r,o,i=[],a=(n=ep(t,i),r=Hp(n),o=tp(n),{extractConvParams:r,extractSeparableConvParams:o,extractReductionBlockParams:function(t){return{separable_conv0:o(t+"/separable_conv0"),separable_conv1:o(t+"/separable_conv1"),expansion_conv:r(t+"/expansion_conv")}},extractMainBlockParams:function(t){return{separable_conv0:o(t+"/separable_conv0"),separable_conv1:o(t+"/separable_conv1"),separable_conv2:o(t+"/separable_conv2")}}}),s=a.extractSeparableConvParams,u=a.extractReductionBlockParams,c=a.extractMainBlockParams,l={conv_in:(0,a.extractConvParams)("entry_flow/conv_in"),reduction_block_0:u("entry_flow/reduction_block_0"),reduction_block_1:u("entry_flow/reduction_block_1")},h={};bh(e,0,1).forEach(function(t){h["main_block_"+t]=c("middle_flow/main_block_"+t)});var p={reduction_block:u("exit_flow/reduction_block"),separable_conv:s("exit_flow/separable_conv")};return Xh(t,i),{params:{entry_flow:l,middle_flow:h,exit_flow:p},paramMappings:i}}function hf(t,e,n){return xu(Ss(t,e.filters,n,"same"),e.bias)}function pf(t,e,n){void 0===n&&(n=!0);var r=n?Xu(t):t;return r=zp(r,e.separable_conv0,[1,1]),r=zp(Xu(r),e.separable_conv1,[1,1]),r=Us(r,[3,3],[2,2],"same"),r=xu(r,hf(t,e.expansion_conv,[2,2]))}var ff,df=function(n){function t(t){var e=n.call(this,"TinyXception")||this;return e._numMainBlocks=t,e}return a(t,n),t.prototype.forwardInput=function(e){var n=this,i=this.params;if(!i)throw new Error("TinyXception - load model before inference");return ue(function(){var t=Ep(e.toBatchTensor(112,!0),[122.782,117.001,104.298]).div(Ve(256)),o=Xu(hf(t,i.entry_flow.conv_in,[2,2]));return o=pf(o=pf(o,i.entry_flow.reduction_block_0,!1),i.entry_flow.reduction_block_1),bh(n._numMainBlocks,0,1).forEach(function(t){var e,n,r;e=o,n=i.middle_flow["main_block_"+t],r=zp(Xu(e),n.separable_conv0,[1,1]),r=zp(Xu(r),n.separable_conv1,[1,1]),r=zp(Xu(r),n.separable_conv2,[1,1]),o=r=xu(r,e)}),o=pf(o,i.exit_flow.reduction_block),o=Xu(zp(o,i.exit_flow.separable_conv,[1,1]))})},t.prototype.forward=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=this.forwardInput,[4,yp(n)];case 1:return[2,e.apply(this,[t.sent()])]}})})},t.prototype.getDefaultModelName=function(){return"tiny_xception_model"},t.prototype.extractParamsFromWeigthMap=function(t){return lf(t,this._numMainBlocks)},t.prototype.extractParams=function(t){return cf(t,this._numMainBlocks)},t}(xp);(ff=c.Gender||(c.Gender={})).FEMALE="female",ff.MALE="male";var vf=function(n){function t(t){void 0===t&&(t=new df(2));var e=n.call(this,"AgeGenderNet")||this;return e._faceFeatureExtractor=t,e}return a(t,n),Object.defineProperty(t.prototype,"faceFeatureExtractor",{get:function(){return this._faceFeatureExtractor},enumerable:!0,configurable:!0}),t.prototype.runNet=function(n){var r=this,o=this.params;if(!o)throw new Error(this._name+" - load model before inference");return ue(function(){var t=n instanceof gp?r.faceFeatureExtractor.forwardInput(n):n,e=Gs(t,[7,7],[2,2],"valid").as2D(t.shape[0],-1);return{age:$p(e,o.fc.age).as1D(),gender:$p(e,o.fc.gender)}})},t.prototype.forwardInput=function(r){var o=this;return ue(function(){var t=o.runNet(r),e=t.age,n=t.gender;return{age:e,gender:Le(n)}})},t.prototype.forward=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=this.forwardInput,[4,yp(n)];case 1:return[2,e.apply(this,[t.sent()])]}})})},t.prototype.predictAgeAndGender=function(s){return p(this,void 0,void 0,function(){var e,n,r,o,i,a,u=this;return P(this,function(t){switch(t.label){case 0:return[4,yp(s)];case 1:return e=t.sent(),[4,this.forwardInput(e)];case 2:return n=t.sent(),r=ha(n.age),o=ha(n.gender),i=r.map(function(t,e){return{ageTensor:t,genderTensor:o[e]}}),[4,Promise.all(i.map(function(t){var a=t.ageTensor,s=t.genderTensor;return p(u,void 0,void 0,function(){var e,n,r,o,i;return P(this,function(t){switch(t.label){case 0:return[4,a.data()];case 1:return e=t.sent()[0],[4,s.data()];case 2:return n=t.sent()[0],o=(r=.5 1 not supported");return(o=r.getInput(0))instanceof e?(i=o,[3,4]):[3,2];case 2:return[4,pp(o)];case 3:i=t.sent(),t.label=4;case 4:n=i,t.label=5;case 5:return a=Gh(n),[2,u.map(function(t){return t instanceof Lp?t.forSize(n.width,n.height).box.floor():t}).map(function(t){return t.clipAtImageBorders(n.width,n.height)}).map(function(t){var e=t.x,n=t.y,r=t.width,o=t.height,i=up({width:r,height:o});return Gh(i).putImageData(a.getImageData(e,n,r,o),0,0),i})]}})})}function wf(u,e){return p(this,void 0,void 0,function(){return P(this,function(t){if(!fh(u)&&!dh(u))throw new Error("extractFaceTensors - expected image tensor to be 3D or 4D");if(dh(u)&&1 1 not supported");return[2,ue(function(){var t=u.shape.slice(dh(u)?1:0),i=t[0],a=t[1],s=t[2];return e.map(function(t){return t instanceof Lp?t.forSize(a,i).box:t}).map(function(t){return t.clipAtImageBorders(a,i)}).map(function(t){var e=t.x,n=t.y,r=t.width,o=t.height;return $s(u.as3D(i,a,s),[n,e,0],[o,r,s])})})]})})}var bf=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return a(e,t),e.prototype.postProcess=function(t,o,e){var i=e.map(function(t){var e=t.width,n=t.height,r=o/Math.max(n,e);return{width:e*r,height:n*r}}),a=i.length;return ue(function(){var n=function(t,e){return ua([Je([68],t),Je([68],e)],1).as2D(1,136).as1D()},r=function(t,e){var n=i[t],r=n.width,o=n.height;return e(r,o)?Math.abs(r-o)/2:0};return t.mul(Je([a,136],o)).sub(ua(Array.from(Array(a),function(t,e){return n(r(e,function(t,e){return t 0");if("number"!=typeof this._scaleFactor||this._scaleFactor<=0||1<=this._scaleFactor)throw new Error(this._name+" - expected scaleFactor to be a number between 0 and 1");if("number"!=typeof this._maxNumScales||this._maxNumScales<0)throw new Error(this._name+" - expected maxNumScales to be a number > 0");if(!Array.isArray(this._scoreThresholds)||3!==this._scoreThresholds.length||this._scoreThresholds.some(function(t){return"number"!=typeof t}))throw new Error(this._name+" - expected scoreThresholds to be an array of numbers of length 3");if(this._scaleSteps&&(!Array.isArray(this._scaleSteps)||this._scaleSteps.some(function(t){return"number"!=typeof t})))throw new Error(this._name+" - expected scaleSteps to be an array of numbers")}return Object.defineProperty(t.prototype,"minFaceSize",{get:function(){return this._minFaceSize},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"scaleFactor",{get:function(){return this._scaleFactor},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"maxNumScales",{get:function(){return this._maxNumScales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"scoreThresholds",{get:function(){return this._scoreThresholds},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"scaleSteps",{get:function(){return this._scaleSteps},enumerable:!0,configurable:!0}),t}();function Ff(l,h){function i(t,e,n,r,o){var i=$e(l(t*e*n*n),[n,n,t,e]),a=He(l(e));return h.push({paramPath:r+"/filters"},{paramPath:r+"/"+(o?"batch_norm_offset":"bias")}),{filters:i,bias:a}}function p(t,e,n,r){var o=i(t,e,n,r,!0);return{filters:o.filters,batch_norm_offset:o.bias}}function t(t,e,n){var r,o,i,a,s,u,c;return{depthwise_conv:(o=n+"/depthwise_conv",i=$e(l(9*(r=t)),[3,3,r,1]),a=He(l(r)),s=He(l(r)),u=He(l(r)),c=He(l(r)),h.push({paramPath:o+"/filters"},{paramPath:o+"/batch_norm_scale"},{paramPath:o+"/batch_norm_offset"},{paramPath:o+"/batch_norm_mean"},{paramPath:o+"/batch_norm_variance"}),{filters:i,batch_norm_scale:a,batch_norm_offset:s,batch_norm_mean:u,batch_norm_variance:c}),pointwise_conv:p(t,e,1,n+"/pointwise_conv")}}return{extractMobilenetV1Params:function(){return{conv_0:p(3,32,3,"mobilenetv1/conv_0"),conv_1:t(32,64,"mobilenetv1/conv_1"),conv_2:t(64,128,"mobilenetv1/conv_2"),conv_3:t(128,128,"mobilenetv1/conv_3"),conv_4:t(128,256,"mobilenetv1/conv_4"),conv_5:t(256,256,"mobilenetv1/conv_5"),conv_6:t(256,512,"mobilenetv1/conv_6"),conv_7:t(512,512,"mobilenetv1/conv_7"),conv_8:t(512,512,"mobilenetv1/conv_8"),conv_9:t(512,512,"mobilenetv1/conv_9"),conv_10:t(512,512,"mobilenetv1/conv_10"),conv_11:t(512,512,"mobilenetv1/conv_11"),conv_12:t(512,1024,"mobilenetv1/conv_12"),conv_13:t(1024,1024,"mobilenetv1/conv_13")}},extractPredictionLayerParams:function(){return{conv_0:p(1024,256,1,"prediction_layer/conv_0"),conv_1:p(256,512,3,"prediction_layer/conv_1"),conv_2:p(512,128,1,"prediction_layer/conv_2"),conv_3:p(128,256,3,"prediction_layer/conv_3"),conv_4:p(256,128,1,"prediction_layer/conv_4"),conv_5:p(128,256,3,"prediction_layer/conv_5"),conv_6:p(256,64,1,"prediction_layer/conv_6"),conv_7:p(64,128,3,"prediction_layer/conv_7"),box_predictor_0:{box_encoding_predictor:i(512,12,1,"prediction_layer/box_predictor_0/box_encoding_predictor"),class_predictor:i(512,9,1,"prediction_layer/box_predictor_0/class_predictor")},box_predictor_1:{box_encoding_predictor:i(1024,24,1,"prediction_layer/box_predictor_1/box_encoding_predictor"),class_predictor:i(1024,18,1,"prediction_layer/box_predictor_1/class_predictor")},box_predictor_2:{box_encoding_predictor:i(512,24,1,"prediction_layer/box_predictor_2/box_encoding_predictor"),class_predictor:i(512,18,1,"prediction_layer/box_predictor_2/class_predictor")},box_predictor_3:{box_encoding_predictor:i(256,24,1,"prediction_layer/box_predictor_3/box_encoding_predictor"),class_predictor:i(256,18,1,"prediction_layer/box_predictor_3/class_predictor")},box_predictor_4:{box_encoding_predictor:i(256,24,1,"prediction_layer/box_predictor_4/box_encoding_predictor"),class_predictor:i(256,18,1,"prediction_layer/box_predictor_4/class_predictor")},box_predictor_5:{box_encoding_predictor:i(128,24,1,"prediction_layer/box_predictor_5/box_encoding_predictor"),class_predictor:i(128,18,1,"prediction_layer/box_predictor_5/class_predictor")}}}}}function Lf(t){var e=[],n=function(t,e){var i=ep(t,e);function a(t,e,n){return{filters:i(t+"/Conv2d_"+e+"_pointwise/weights",4,n+"/filters"),batch_norm_offset:i(t+"/Conv2d_"+e+"_pointwise/convolution_bn_offset",1,n+"/batch_norm_offset")}}function n(t){var e="mobilenetv1/conv_"+t,n="MobilenetV1/Conv2d_"+t+"_depthwise",r=e+"/depthwise_conv",o=e+"/pointwise_conv";return{depthwise_conv:{filters:i(n+"/depthwise_weights",4,r+"/filters"),batch_norm_scale:i(n+"/BatchNorm/gamma",1,r+"/batch_norm_scale"),batch_norm_offset:i(n+"/BatchNorm/beta",1,r+"/batch_norm_offset"),batch_norm_mean:i(n+"/BatchNorm/moving_mean",1,r+"/batch_norm_mean"),batch_norm_variance:i(n+"/BatchNorm/moving_variance",1,r+"/batch_norm_variance")},pointwise_conv:a("MobilenetV1",t,o)}}function r(t,e){return{filters:i(t+"/weights",4,e+"/filters"),bias:i(t+"/biases",1,e+"/bias")}}function o(t){return{box_encoding_predictor:r("Prediction/BoxPredictor_"+t+"/BoxEncodingPredictor","prediction_layer/box_predictor_"+t+"/box_encoding_predictor"),class_predictor:r("Prediction/BoxPredictor_"+t+"/ClassPredictor","prediction_layer/box_predictor_"+t+"/class_predictor")}}return{extractMobilenetV1Params:function(){return{conv_0:a("MobilenetV1",0,"mobilenetv1/conv_0"),conv_1:n(1),conv_2:n(2),conv_3:n(3),conv_4:n(4),conv_5:n(5),conv_6:n(6),conv_7:n(7),conv_8:n(8),conv_9:n(9),conv_10:n(10),conv_11:n(11),conv_12:n(12),conv_13:n(13)}},extractPredictionLayerParams:function(){return{conv_0:a("Prediction",0,"prediction_layer/conv_0"),conv_1:a("Prediction",1,"prediction_layer/conv_1"),conv_2:a("Prediction",2,"prediction_layer/conv_2"),conv_3:a("Prediction",3,"prediction_layer/conv_3"),conv_4:a("Prediction",4,"prediction_layer/conv_4"),conv_5:a("Prediction",5,"prediction_layer/conv_5"),conv_6:a("Prediction",6,"prediction_layer/conv_6"),conv_7:a("Prediction",7,"prediction_layer/conv_7"),box_predictor_0:o(0),box_predictor_1:o(1),box_predictor_2:o(2),box_predictor_3:o(3),box_predictor_4:o(4),box_predictor_5:o(5)}}}}(t,e),r=n.extractMobilenetV1Params,o=n.extractPredictionLayerParams,i=t["Output/extra_dim"];if(e.push({originalPath:"Output/extra_dim",paramPath:"output_layer/extra_dim"}),!fh(i))throw new Error("expected weightMap['Output/extra_dim'] to be a Tensor3D, instead have "+i);var a={mobilenetv1:r(),prediction_layer:o(),output_layer:{extra_dim:i}};return Xh(t,e),{params:a,paramMappings:e}}function Bf(e,n,r){return ue(function(){var t=Ss(e,n.filters,r,"same");return t=xu(t,n.batch_norm_offset),Sa(t,0,6)})}var Wf=.0010000000474974513;function zf(t,e){return ue(function(){var u=null,c=Bf(t,e.conv_0,[2,2]);if([e.conv_1,e.conv_2,e.conv_3,e.conv_4,e.conv_5,e.conv_6,e.conv_7,e.conv_8,e.conv_9,e.conv_10,e.conv_11,e.conv_12,e.conv_13].forEach(function(t,e){var n,r,o,i,a=e+1,s=(n=a,[2,4,6,12].some(function(t){return t===n})?[2,2]:[1,1]);r=c,o=t.depthwise_conv,i=s,c=Bf(c=ue(function(){var t=ks(r,o.filters,i,"same");return t=us(t,o.batch_norm_mean,o.batch_norm_variance,o.batch_norm_offset,o.batch_norm_scale,Wf),Sa(t,0,6)}),t.pointwise_conv,[1,1]),11===a&&(u=c)}),null===u)throw new Error("mobileNetV1 - output of conv layer 11 is null");return{out:c,conv11:u}})}function Uf(t,e,n){var r=t.arraySync(),o=Math.min(r[e][0],r[e][2]),i=Math.min(r[e][1],r[e][3]),a=Math.max(r[e][0],r[e][2]),s=Math.max(r[e][1],r[e][3]),u=Math.min(r[n][0],r[n][2]),c=Math.min(r[n][1],r[n][3]),l=Math.max(r[n][0],r[n][2]),h=Math.max(r[n][1],r[n][3]),p=(a-o)*(s-i),f=(l-u)*(h-c);if(p<=0||f<=0)return 0;var d=Math.max(o,u),v=Math.max(i,c),m=Math.min(a,l),g=Math.min(s,h),y=Math.max(m-d,0)*Math.max(g-v,0);return y/(p+f-y)}function Gf(t,e){var n,r,o=(n=ha(Qu(t,[1,0])),{sizes:r=[Bu(n[2],n[0]),Bu(n[3],n[1])],centers:[xu(n[0],Cu(r[0],Ve(2))),xu(n[1],Cu(r[1],Ve(2)))]}),i=o.sizes,a=o.centers,s=ha(Qu(e,[1,0])),u=Cu(Du(Ia(Cu(s[2],Ve(5))),i[0]),Ve(2)),c=xu(Du(Cu(s[0],Ve(10)),i[0]),a[0]),l=Cu(Du(Ia(Cu(s[3],Ve(5))),i[1]),Ve(2)),h=xu(Du(Cu(s[1],Ve(10)),i[1]),a[1]);return Qu(ua([Bu(c,u),Bu(h,l),xu(c,u),xu(h,l)]),[1,0])}function Vf(e,n){return ue(function(){var t=e.shape[0];return{boxPredictionEncoding:ia(Kh(e,n.box_encoding_predictor),[t,-1,1,4]),classPrediction:ia(Kh(e,n.class_predictor),[t,-1,3])}})}var Hf=function(){function t(t){var e=void 0===t?{}:t,n=e.minConfidence,r=e.maxResults;if(this._name="SsdMobilenetv1Options",this._minConfidence=n||.5,this._maxResults=r||100,"number"!=typeof this._minConfidence||this._minConfidence<=0||1<=this._minConfidence)throw new Error(this._name+" - expected minConfidence to be a number between 0 and 1");if("number"!=typeof this._maxResults)throw new Error(this._name+" - expected maxResults to be a number")}return Object.defineProperty(t.prototype,"minConfidence",{get:function(){return this._minConfidence},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"maxResults",{get:function(){return this._maxResults},enumerable:!0,configurable:!0}),t}(),qf=function(t){function e(){return t.call(this,"SsdMobilenetv1")||this}return a(e,t),e.prototype.forwardInput=function(u){var c=this.params;if(!c)throw new Error("SsdMobilenetv1 - load model before inference");return ue(function(){var l,h,p,o,i,a,t=u.toBatchTensor(512,!1).toFloat(),e=zf(Bu(Du(t,Ve(.007843137718737125)),Ve(1)),c.mobilenetv1),n=(l=e.out,h=e.conv11,p=c.prediction_layer,ue(function(){var t=Bf(Bf(l,p.conv_0,[1,1]),p.conv_1,[2,2]),e=Bf(Bf(t,p.conv_2,[1,1]),p.conv_3,[2,2]),n=Bf(Bf(e,p.conv_4,[1,1]),p.conv_5,[2,2]),r=Bf(Bf(n,p.conv_6,[1,1]),p.conv_7,[2,2]),o=Vf(h,p.box_predictor_0),i=Vf(l,p.box_predictor_1),a=Vf(t,p.box_predictor_2),s=Vf(e,p.box_predictor_3),u=Vf(n,p.box_predictor_4),c=Vf(r,p.box_predictor_5);return{boxPredictions:_i([o.boxPredictionEncoding,i.boxPredictionEncoding,a.boxPredictionEncoding,s.boxPredictionEncoding,u.boxPredictionEncoding,c.boxPredictionEncoding],1),classPredictions:_i([o.classPrediction,i.classPrediction,a.classPrediction,s.classPrediction,u.classPrediction,c.classPrediction],1)}})),r=n.boxPredictions,s=n.classPredictions;return o=r,i=s,a=c.output_layer,ue(function(){var t=o.shape[0],e=Gf(ia(ca(a.extra_dim,[t,1,1]),[-1,4]),ia(o,[-1,4]));e=ia(e,[t,e.shape[0]/t,4]);var n=Wa(Hs(i,[0,0,1],[-1,-1,-1])),r=Hs(n,[0,0,0],[-1,-1,1]);return r=ia(r,[t,r.shape[1]]),{boxes:ha(e),scores:ha(r)}})})},e.prototype.forward=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=this.forwardInput,[4,yp(n)];case 1:return[2,e.apply(this,[t.sent()])]}})})},e.prototype.locateFaces=function(T,A){return void 0===A&&(A={}),p(this,void 0,void 0,function(){var l,h,p,f,d,v,m,g,y,x,w,b,E,C,_,S,R,N,k,I;return P(this,function(t){switch(t.label){case 0:return l=new Hf(A),h=l.maxResults,p=l.minConfidence,[4,yp(T)];case 1:for(f=t.sent(),d=this.forwardInput(f),v=d.boxes,m=d.scores,g=v[0],y=m[0],x=1;xa}).sort(function(t,e){return e.score-t.score}),c=[],u.forEach(function(t){if(!(c.length>=s)){for(var e=t.score,n=c.length-1;0<=n;--n){var r=Uf(o,t.boxIndex,c[n]);if(0!==r&&(t.score*=r<=i?1:0,t.score<=a))break}e===t.score&&c.push(t.boxIndex)}}),C=c,_=f.getReshapedInputDimensions(0),S=f.inputSize,R=S/_.width,N=S/_.height,k=g.arraySync(),I=C.map(function(t){var e=[Math.max(0,k[t][0]),Math.min(1,k[t][2])].map(function(t){return t*N}),n=e[0],r=e[1],o=[Math.max(0,k[t][1]),Math.min(1,k[t][3])].map(function(t){return t*R}),i=o[0],a=o[1];return new Lp(w[t],new Th(i,n,a-i,r-n),{height:f.getInputHeight(0),width:f.getInputWidth(0)})}),g.dispose(),y.dispose(),[2,I]}var o,e,n,i,a,r,s,u,c})})},e.prototype.getDefaultModelName=function(){return"ssd_mobilenetv1_model"},e.prototype.extractParamsFromWeigthMap=function(t){return Lf(t)},e.prototype.extractParams=function(t){return function(t){var e=[],n=np(t),r=n.extractWeights,o=n.getRemainingWeights,i=Ff(r,e),a=i.extractMobilenetV1Params,s=i.extractPredictionLayerParams,u=a(),c=s(),l={extra_dim:je(r(20472),[1,5118,4])};if(e.push({paramPath:"output_layer/extra_dim"}),0!==o().length)throw new Error("weights remaing after extract: "+o().length);return{params:{mobilenetv1:u,prediction_layer:c,output_layer:l},paramMappings:e}}(t)},e}(xp);function jf(t){var e=new qf;return e.extractWeights(t),e}var $f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return a(e,t),e}(qf),Kf=function(e){function t(){var t=null!==e&&e.apply(this,arguments)||this;return t._name="TinyFaceDetectorOptions",t}return a(t,e),t}(Mp),Xf=function(){function t(){}return t.prototype.then=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=n,[4,this.run()];case 1:return[2,e.apply(void 0,[t.sent()])]}})})},t.prototype.run=function(){return p(this,void 0,void 0,function(){return P(this,function(t){throw new Error("ComposableTask - run is not implemented")})})},t}();function Yf(a,s,u,c,l){return void 0===l&&(l=function(t){return t.alignedRect}),p(this,void 0,void 0,function(){var e,n,r,o,i;return 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O({},t,{conv4:e,prelu4_alpha:n,fc1:r,prelu5_alpha:o,fc2_1:i,fc2_2:a,fc2_3:s})}}}(n,o),a=i.extractPNetParams,s=i.extractRNetParams,u=i.extractONetParams,c=a(),l=s(),h=u();if(0!==r().length)throw new Error("weights remaing after extract: "+r().length);return{params:{pnet:c,rnet:l,onet:h},paramMappings:o}}function ed(t){var e=[],n=function(t,e){var n=ep(t,e);function u(t){return{filters:n(t+"/weights",4,t+"/filters"),bias:n(t+"/bias",1)}}function c(t){return{weights:n(t+"/weights",2),bias:n(t+"/bias",1)}}function l(t){return n(t,1)}function h(t){return{conv1:u(t+"/conv1"),prelu1_alpha:l(t+"/prelu1_alpha"),conv2:u(t+"/conv2"),prelu2_alpha:l(t+"/prelu2_alpha"),conv3:u(t+"/conv3"),prelu3_alpha:l(t+"/prelu3_alpha")}}return{extractPNetParams:function(){var t=h("pnet"),e=u("pnet/conv4_1"),n=u("pnet/conv4_2");return O({},t,{conv4_1:e,conv4_2:n})},extractRNetParams:function(){var t=h("rnet"),e=c("rnet/fc1"),n=l("rnet/prelu4_alpha"),r=c("rnet/fc2_1"),o=c("rnet/fc2_2");return 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video.srcObject = stream, + err => console.error(err) + ); +} + +video.addEventListener('play', () => { + const canvas = faceapi.createCanvasFromMedia(video); + document.body.append(canvas); + const displaySize = { width: video.width, height: video.height }; + faceapi.matchDimensions(canvas, displaySize); + setInterval(async () => { + const detections = await faceapi.detectAllFaces(video, new faceapi.TinyFaceDetectorOptions()) + .withFaceLandmarks() + .withFaceExpressions(); + + const resizedDetections = faceapi.resizeResults(detections, displaySize); + canvas.getContext('2d').clearRect(0, 0, canvas.width, canvas.height); + faceapi.draw.drawDetections(canvas, resizedDetections); + faceapi.draw.drawFaceLandmarks(canvas, resizedDetections); + faceapi.draw.drawFaceExpressions(canvas, resizedDetections); + + resizedDetections.forEach(detection => { + const faceId = detection.detection.box.x.toFixed(2) + detection.detection.box.y.toFixed(2); + const isSmiling = detection.expressions.happy > 0.9; + + if (isSmiling && !smiledFaces.has(faceId)) { + happinessCounter++; + smiledFaces.set(faceId, true); // Marca que esse rosto já teve o sorriso contado + console.log(`A pessoa ficou feliz ${happinessCounter} vezes`); + + // Remove o rosto do mapa após um curto período + setTimeout(() => { + smiledFaces.delete(faceId); + }, 5000); // Ajuste o tempo conforme necessário (5 segundos neste exemplo) + } + }); + }, 100); +}); diff --git a/riso_frontend/.gitignore b/riso_frontend/.gitignore new file mode 100644 index 00000000..cc964cb2 --- /dev/null +++ b/riso_frontend/.gitignore @@ -0,0 +1,24 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# production +/build + +# misc +.env +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/riso_frontend/README.md b/riso_frontend/README.md new file mode 100644 index 00000000..1d383f96 --- /dev/null +++ b/riso_frontend/README.md @@ -0,0 +1,95 @@ +# RISO - Frontend - Serviço + +Este documento fornece um guia passo a passo para configurar e executar o ambiente de desenvolvimento do frontend do projeto RISO, que utiliza React.js. + +## Requisitos + +Antes de começar, certifique-se de ter os seguintes softwares instalados: + +- **Node.js (versão 20.x.x)** +- **NPM (versão compatível com Node.js 20)** +- **Git** (para controle de versão) + +## Instalação + +1. **Clone o repositório:** + +```bash +git clone https://github.com/usuario/riso-frontend.git +cd riso-frontend +``` + +2. **Instale as dependências:** + +Use o NPM para instalar todas as dependências do projeto: + +```bash +npm install +``` + +## Configuração do Ambiente +### Variáveis do Sistema: + +Crie um arquivo **.env** na raiz do projeto para configurar variáveis de ambiente. Por exemplo: + +```env +REACT_APP_API_URL=http://localhost:3000 +REACT_APP_ENV=development +``` + +## Executando o Servidor de Desenvolvimento +Para iniciar o servidor de desenvolvimento, use o seguinte comando: + +```bash +npm start +``` + +Isso iniciará o servidor na porta 3000 por padrão. Acesse o aplicativo em http://localhost:3000. + +O servidor será recarregado automaticamente a cada mudança no código. + +## Compilando para Produção +Para compilar o projeto para produção, use: + +```bash +npm run build +``` + +Isso criará uma pasta build com todos os arquivos otimizados para produção. + +## Estrutura de Pastas +Aqui está a estrutura básica das pastas do frontend: + +```plaintext +riso-frontend/ +│ +├── public/ # Arquivos públicos (index.html, favicon, etc.) +├── src/ +│ ├── assets/ # Imagens, ícones, etc. +│ ├── components/ # Componentes reutilizáveis do React +│ ├── pages/ # Páginas do aplicativo +│ ├── services/ # Serviços de integração com API +│ └── App.js # Componente principal do aplicativo +│ +├── .gitignore # Arquivos ignorados pelo Git +├── package.json # Dependências e scripts do projeto +└── README.md # Este manual +``` + +## Testes +Para executar os testes do frontend, utilize: + +```bash +npm test +``` + +Os testes serão executados usando a ferramenta padrão do React (Jest). + +## Contribuindo +Contribuições são bem-vindas! Consulte o [CONTRIBUTING.md](../CONTRIBUTING.md) para mais detalhes. + +## Licença +Este projeto está sob a licença MIT. Veja o arquivo [LICENSE](../LICENSE) para mais informações. + + + diff --git a/riso_frontend/package-lock.json b/riso_frontend/package-lock.json new file mode 100644 index 00000000..fceed5cf --- /dev/null +++ b/riso_frontend/package-lock.json @@ -0,0 +1,18452 @@ +{ + "name": "riso_frontend", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "riso_frontend", + "version": "0.1.0", + "dependencies": { + "@testing-library/jest-dom": "^5.17.0", + "@testing-library/react": "^13.4.0", + "@testing-library/user-event": "^13.5.0", + "axios": "^1.7.3", + "js-cookie": "^3.0.5", + "prop-types": "^15.8.1", + "react": "^18.3.1", + "react-dom": "^18.3.1", + "react-icons": "^5.3.0", + "react-router-dom": "^6.26.0", + "react-scripts": "5.0.1", + "styled-components": "^6.1.12", + "web-vitals": "^2.1.4" + } + }, + "node_modules/@adobe/css-tools": { + "version": "4.4.0", + "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.4.0.tgz", + 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i < "+r+"; i++) {\n int inIdx = "+u+";\n float candidate = getA(batch, inIdx);\n if (candidate "+s+" bestValue) {\n bestValue = candidate;\n bestIndex = inIdx;\n }\n }\n setOutput(float(bestIndex));\n }\n "};function vn(e,t){return["x","y","z","w","u","v"].slice(0,t).map(function(t){return e+"."+t})}function mn(t,e){return 1===e?[t]:vn(t,e)}function gn(t,e){for(var n=t.length,r=[],o=0;o= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n for (int wC = 0; wC < "+u+";\n wC+= "+a+") {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n float dyValue = getDy(b, idyR, idyC, d);\n\n dotProd += dyValue * avgMultiplier;\n }\n }\n setOutput(dotProd);\n }\n "},Ln=function(t,e,n,r,o,i){this.outputShape=[],this.variableNames=["x","mean","variance"],xn(t,e),xn(t,n);var a="0.0";null!=r&&(xn(t,r),this.variableNames.push("offset"),a="getOffsetAtOutCoords()");var s="1.0";null!=o&&(xn(t,o),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=t,this.userCode="\n void main() {\n float x = getXAtOutCoords();\n float mean = getMeanAtOutCoords();\n float variance = getVarianceAtOutCoords();\n float offset = "+a+";\n float scale = "+s+";\n float inv = scale * inversesqrt(variance + float("+i+"));\n setOutput(dot(vec3(x, -mean, offset), vec3(inv, inv, 1)));\n }\n "},Bn=function(t,e,n,r,o,i){this.usesPackedTextures=!0,this.variableNames=["x","mean","variance"],xn(t,e),xn(t,n);var a="vec4(0.0)";null!=r&&(xn(t,r),this.variableNames.push("offset"),a="getOffsetAtOutCoords()");var s="vec4(1.0)";null!=o&&(xn(t,o),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=t,this.userCode="\n void main() {\n vec4 offset = "+a+";\n vec4 scale = "+s+";\n\n vec4 x = getXAtOutCoords();\n vec4 mean = getMeanAtOutCoords();\n vec4 variance = getVarianceAtOutCoords();\n\n vec4 inv = scale * inversesqrt(variance + vec4("+i+"));\n\n setOutput((x - mean) * inv + offset);\n }\n "},Wn="return areal * breal - aimag * bimag;",zn="return areal * bimag + aimag * breal;",Un=function(t,e,n){this.variableNames=["AReal","AImag","BReal","BImag"],this.outputShape=xn(e,n),this.userCode="\n float binaryOpComplex(\n float areal, float aimag, float breal, float bimag) {\n "+t+"\n }\n\n void main() {\n float areal = getARealAtOutCoords();\n float aimag = getAImagAtOutCoords();\n float breal = getBRealAtOutCoords();\n float bimag = getBImagAtOutCoords();\n setOutput(binaryOpComplex(areal, aimag, breal, bimag));\n }\n "},Gn="return a + b;",Vn="return a - b;",Hn="return a * b;",qn="return (a - b) * (a - b);",jn=function(t,e,n){this.variableNames=["A","B"],this.outputShape=xn(e,n),this.userCode="\n float binaryOperation(float a, float b) {\n "+t+"\n }\n\n void main() {\n float a = getAAtOutCoords();\n float b = getBAtOutCoords();\n setOutput(binaryOperation(a, b));\n }\n "},$n=function(t,e,n){this.variableNames=["A","B"],this.supportsBroadcasting=!0,this.usesPackedTextures=!0,this.outputShape=xn(e,n),this.userCode="\n vec4 binaryOperation(vec4 a, vec4 b) {\n "+t+"\n }\n\n void main() {\n vec4 a = getAAtOutCoords();\n vec4 b = getBAtOutCoords();\n setOutput(binaryOperation(a, b));\n }\n "},Kn=function(){function t(t){this.variableNames=["A"],this.outputShape=t,this.userCode="\n uniform float min;\n uniform float max;\n\n void main() {\n float value = getAAtOutCoords();\n if (isnan(value)) {\n setOutput(value);\n return;\n }\n\n setOutput(clamp(value, min, max));\n }\n "}return t.prototype.getCustomSetupFunc=function(n,r){var o=this;return function(t,e){null==o.minLoc&&(o.minLoc=t.getUniformLocationNoThrow(e,"min"),o.maxLoc=t.getUniformLocationNoThrow(e,"max")),t.gl.uniform1f(o.minLoc,n),t.gl.uniform1f(o.maxLoc,r)}},t}(),Xn=function(){function t(t){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=t,this.userCode="\n uniform float min;\n uniform float max;\n\n void main() {\n vec4 value = getAAtOutCoords();\n\n if (any(isnan(value))) {\n setOutput(value);\n return;\n }\n\n setOutput(clamp(value, vec4(min), vec4(max)));\n }\n "}return t.prototype.getCustomSetupFunc=function(n,r){var o=this;return function(t,e){null==o.minLoc&&(o.minLoc=t.getUniformLocationNoThrow(e,"min"),o.maxLoc=t.getUniformLocationNoThrow(e,"max")),t.gl.uniform1f(o.minLoc,n),t.gl.uniform1f(o.maxLoc,r)}},t}(),Yn=function(t){this.variableNames=["real","imag"],this.outputShape=t,this.userCode="\n void main() {\n float re = abs(getRealAtOutCoords());\n float im = abs(getImagAtOutCoords());\n float mx = max(re, im);\n\n // sadly the length function in glsl is not underflow-safe\n // (at least not on Intel GPUs). So the safe solution is\n // to ensure underflow-safety in all cases.\n setOutput(\n mx == 0.0 ? 0.0 : mx * length(vec2(1, min(re, im)/mx))\n );\n }\n "},Qn=function(t){this.outputShape=[],this.outputShape=Re(t,1),this.variableNames=t.map(function(t,e){return"T"+e});var e=new Array(t.length-1);e[0]=t[0][1];for(var n=1;n= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+n+" - "+o+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yR, yC, d2);\n float xValue = getX(b, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n setOutput(dotProd);\n }\n "},tr=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterHeight,n=t.filterWidth,r=t.strideHeight,o=t.strideWidth,i=e-1-t.padInfo.top,a=n-1-t.padInfo.left;this.userCode="\n const ivec2 pads = ivec2("+i+", "+a+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d1 = coords[3];\n\n ivec2 dyCorner = coords.yz - pads;\n int dyRCorner = dyCorner.x;\n int dyCCorner = dyCorner.y;\n\n // Convolve dy(?, ?, d2) with w(:, :, d1, d2) to compute dx(xR, xC, d1).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+e+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+r+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+e+" - 1 - wR;\n\n for (int wC = 0; wC < "+n+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+n+" - 1 - wC;\n\n for (int d2 = 0; d2 < "+t.outChannels+"; d2++) {\n float xValue = getDy(batch, idyR, idyC, d2);\n float wValue = getW(wRPerm, wCPerm, d1, d2);\n dotProd += xValue * wValue;\n }\n }\n }\n setOutput(dotProd);\n }\n "},er=function(t){this.variableNames=["x","dy"],this.outputShape=t.filterShape;var e=t.strideDepth,n=t.strideHeight,r=t.strideWidth,o=t.padInfo.front,i=t.padInfo.top,a=t.padInfo.left;this.userCode="\n void main() {\n ivec5 coords = getOutputCoords();\n int wF = coords.x;\n int wR = coords.y;\n int wC = coords.z;\n int d1 = coords.w;\n int d2 = coords.u;\n\n float dotProd = 0.0;\n\n for (int b = 0; b < "+t.batchSize+"; b++) {\n for (int yF = 0; yF < "+t.outDepth+"; yF++) {\n int xF = wF + yF * "+e+" - "+o+";\n\n if (xF < 0 || xF >= "+t.inDepth+") {\n continue;\n }\n\n for (int yR = 0; yR < "+t.outHeight+"; yR++) {\n int xR = wR + yR * "+n+" - "+i+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+r+" - "+a+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yF, yR, yC, d2);\n float xValue = getX(b, xF, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},nr=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterDepth,n=t.filterHeight,r=t.filterWidth,o=t.strideDepth,i=t.strideHeight,a=t.strideWidth,s=e-1-t.padInfo.front,u=n-1-t.padInfo.top,c=r-1-t.padInfo.left;this.userCode="\n const ivec3 pads = ivec3("+s+", "+u+", "+c+");\n\n void main() {\n ivec5 coords = getOutputCoords();\n int batch = coords.x;\n int d1 = coords.u;\n\n\n ivec3 dyCorner = ivec3(coords.y, coords.z, coords.w) - pads;\n int dyFCorner = dyCorner.x;\n int dyRCorner = dyCorner.y;\n int dyCCorner = dyCorner.z;\n\n float dotProd = 0.0;\n for (int wF = 0; wF < "+e+"; wF++) {\n float dyF = float(dyFCorner + wF) / "+o+".0;\n\n if (dyF < 0.0 || dyF >= "+t.outDepth+".0 || fract(dyF) > 0.0) {\n continue;\n }\n int idyF = int(dyF);\n\n int wFPerm = "+e+" - 1 - wF;\n\n for (int wR = 0; wR < "+n+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+i+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 ||\n fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+n+" - 1 - wR;\n\n for (int wC = 0; wC < "+r+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+a+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+r+" - 1 - wC;\n\n for (int d2 = 0; d2 < "+t.outChannels+"; d2++) {\n float xValue = getDy(batch, idyF, idyR, idyC, d2);\n float wValue = getW(wFPerm, wRPerm, wCPerm, d1, d2);\n dotProd += xValue * wValue;\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},rr=function(t){this.variableNames=["x","dy"],this.outputShape=t.filterShape;var e=t.strideHeight,n=t.strideWidth,r=t.padInfo.top,o=t.padInfo.left,i=t.outChannels/t.inChannels;this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int wR = coords.x;\n int wC = coords.y;\n int d1 = coords.z;\n int dm = coords.w;\n int d2 = d1 * "+i+" + dm;\n\n float dotProd = 0.0;\n\n // TODO: Vec4 over the batch size\n for (int b = 0; b < "+t.batchSize+"; b++) {\n for (int yR = 0; yR < "+t.outHeight+"; yR++) {\n int xR = wR + yR * "+e+" - "+r+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int yC = 0; yC < "+t.outWidth+"; yC++) {\n int xC = wC + yC * "+n+" - "+o+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float dyValue = getDy(b, yR, yC, d2);\n float xValue = getX(b, xR, xC, d1);\n dotProd += (xValue * dyValue);\n }\n }\n }\n setOutput(dotProd);\n }\n "},or=function(t){this.variableNames=["dy","W"],this.outputShape=t.inShape;var e=t.filterHeight,n=t.filterWidth,r=t.strideHeight,o=t.strideWidth,i=e-1-t.padInfo.top,a=n-1-t.padInfo.left,s=t.outChannels/t.inChannels;this.userCode="\n const ivec2 pads = ivec2("+i+", "+a+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d1 = coords[3];\n ivec2 dyCorner = coords.yz - pads;\n int dyRCorner = dyCorner.x;\n int dyCCorner = dyCorner.y;\n\n float dotProd = 0.0;\n\n for (int wR = 0; wR < "+e+"; wR++) {\n float dyR = float(dyRCorner + wR) / "+r+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n int wRPerm = "+e+" - 1 - wR;\n\n for (int wC = 0; wC < "+n+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+o+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n int wCPerm = "+n+" - 1 - wC;\n\n // TODO: Vec4 over the channelMul\n for (int dm = 0; dm < "+s+"; dm++) {\n int d2 = d1 * "+s+" + dm;\n float xValue = getDy(batch, idyR, idyC, d2);\n float wValue = getW(wRPerm, wCPerm, d1, dm);\n dotProd += xValue * wValue;\n }\n }\n }\n setOutput(dotProd);\n }\n "},ir=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.padInfo.top,n=t.padInfo.left,r=t.strideHeight,o=t.strideWidth,i=t.dilationHeight,a=t.dilationWidth,s=t.filterHeight,u=t.filterWidth,c=4*Math.floor(t.inChannels/4),l=t.inChannels%4;this.userCode="\n const ivec2 strides = ivec2("+r+", "+o+");\n const ivec2 pads = ivec2("+e+", "+n+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d2 = coords[3];\n\n ivec2 xRCCorner = coords.yz * strides - pads;\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // Convolve x(?, ?, d1) with w(:, :, d1, d2) to get y(yR, yC, d2).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+s+"; wR++) {\n int xR = xRCorner + wR * "+i+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+u+"; wC++) {\n int xC = xCCorner + wC * "+a+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n for (int d1 = 0; d1 < "+c+"; d1 += 4) {\n vec4 xValues = vec4(\n getX(batch, xR, xC, d1),\n getX(batch, xR, xC, d1 + 1),\n getX(batch, xR, xC, d1 + 2),\n getX(batch, xR, xC, d1 + 3)\n );\n vec4 wValues = vec4(\n getW(wR, wC, d1, d2),\n getW(wR, wC, d1 + 1, d2),\n getW(wR, wC, d1 + 2, d2),\n getW(wR, wC, d1 + 3, d2)\n );\n\n dotProd += dot(xValues, wValues);\n }\n\n if ("+(1===l)+") {\n dotProd +=\n getX(batch, xR, xC, "+c+") *\n getW(wR, wC, "+c+", d2);\n } else if ("+(2===l)+") {\n vec2 xValues = vec2(\n getX(batch, xR, xC, "+c+"),\n getX(batch, xR, xC, "+c+" + 1)\n );\n vec2 wValues = vec2(\n getW(wR, wC, "+c+", d2),\n getW(wR, wC, "+c+" + 1, d2)\n );\n dotProd += dot(xValues, wValues);\n } else if ("+(3===l)+") {\n vec3 xValues = vec3(\n getX(batch, xR, xC, "+c+"),\n getX(batch, xR, xC, "+c+" + 1),\n getX(batch, xR, xC, "+c+" + 2)\n );\n vec3 wValues = vec3(\n getW(wR, wC, "+c+", d2),\n getW(wR, wC, "+c+" + 1, d2),\n getW(wR, wC, "+c+" + 2, d2)\n );\n dotProd += dot(xValues, wValues);\n }\n }\n }\n setOutput(dotProd);\n }\n "},ar=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.padInfo.front,n=t.padInfo.top,r=t.padInfo.left,o=t.strideDepth,i=t.strideHeight,a=t.strideWidth,s=t.dilationDepth,u=t.dilationHeight,c=t.dilationWidth,l=t.filterDepth,h=t.filterHeight,p=t.filterWidth,f=4*Math.floor(t.inChannels/4),d=t.inChannels%4;this.userCode="\n const ivec3 strides = ivec3("+o+", "+i+", "+a+");\n const ivec3 pads = ivec3("+e+", "+n+", "+r+");\n\n void main() {\n ivec5 coords = getOutputCoords();\n int batch = coords.x;\n int d2 = coords.u;\n\n ivec3 xFRCCorner = ivec3(coords.y, coords.z, coords.w) * strides - pads;\n int xFCorner = xFRCCorner.x;\n int xRCorner = xFRCCorner.y;\n int xCCorner = xFRCCorner.z;\n\n // Convolve x(?, ?, ?, d1) with w(:, :, :, d1, d2) to get\n // y(yF, yR, yC, d2). ? = to be determined. : = across all\n // values in that axis.\n float dotProd = 0.0;\n for (int wF = 0; wF < "+l+"; wF++) {\n int xF = xFCorner + wF * "+s+";\n\n if (xF < 0 || xF >= "+t.inDepth+") {\n continue;\n }\n\n for (int wR = 0; wR < "+h+"; wR++) {\n int xR = xRCorner + wR * "+u+";\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+p+"; wC++) {\n int xC = xCCorner + wC * "+c+";\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n for (int d1 = 0; d1 < "+f+"; d1 += 4) {\n vec4 xValues = vec4(\n getX(batch, xF, xR, xC, d1),\n getX(batch, xF, xR, xC, d1 + 1),\n getX(batch, xF, xR, xC, d1 + 2),\n getX(batch, xF, xR, xC, d1 + 3)\n );\n vec4 wValues = vec4(\n getW(wF, wR, wC, d1, d2),\n getW(wF, wR, wC, d1 + 1, d2),\n getW(wF, wR, wC, d1 + 2, d2),\n getW(wF, wR, wC, d1 + 3, d2)\n );\n\n dotProd += dot(xValues, wValues);\n }\n\n if ("+(1===d)+") {\n dotProd +=\n getX(batch, xF, xR, xC, "+f+") *\n getW(wF, wR, wC, "+f+", d2);\n } else if ("+(2===d)+") {\n vec2 xValues = vec2(\n getX(batch, xF, xR, xC, "+f+"),\n getX(batch, xF, xR, xC, "+f+" + 1)\n );\n vec2 wValues = vec2(\n getW(wF, wR, wC, "+f+", d2),\n getW(wF, wR, wC, "+f+" + 1, d2)\n );\n dotProd += dot(xValues, wValues);\n } else if ("+(3===d)+") {\n vec3 xValues = vec3(\n getX(batch, xF, xR, xC, "+f+"),\n getX(batch, xF, xR, xC, "+f+" + 1),\n getX(batch, xF, xR, xC, "+f+" + 2)\n );\n vec3 wValues = vec3(\n getW(wF, wR, wC, "+f+", d2),\n getW(wF, wR, wC, "+f+" + 1, d2),\n getW(wF, wR, wC, "+f+" + 2, d2)\n );\n dotProd += dot(xValues, wValues);\n }\n }\n }\n }\n setOutput(dotProd);\n }\n "},sr=function(t){this.variableNames=["x","W"],this.outputShape=t.outShape;var e=t.inHeight,n=t.inWidth,r=t.padInfo.top,o=t.padInfo.left,i=t.strideHeight,a=t.strideWidth,s=t.dilationHeight,u=t.dilationWidth,c=t.filterHeight,l=t.filterWidth,h=t.outChannels/t.inChannels;this.userCode="\n const ivec2 strides = ivec2("+i+", "+a+");\n const ivec2 pads = ivec2("+r+", "+o+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords.x;\n ivec2 xRCCorner = coords.yz * strides - pads;\n int d2 = coords.w;\n int d1 = d2 / "+h+";\n int q = d2 - d1 * "+h+";\n\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // Convolve x(?, ?, d1) 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xCOffset, d1);\n } else {\n xTexelR"+f+"C"+d+" = vec4(0.);\n }\n\n xCOffset = xC + 1 - 2;\n if(xR >= 0 && xR < "+e+" && xCOffset >= 0 && xCOffset < "+n+") {\n vec4 previous = getX(batch, xR, xCOffset, d1);\n xR"+f+"C"+d+" = vec4(previous.zw, xTexelR"+f+"C"+d+".xy);\n } else {\n xR"+f+"C"+d+" = vec4(0, 0, xTexelR"+f+"C"+d+".xy);\n }\n ":"\n if(xR >= 0 && xR < "+e+" && xC >= 0 && xC < "+n+") {\n xTexelR"+f+"C"+d+" = getX(batch, xR, xC, d1);\n } else {\n xTexelR"+f+"C"+d+" = vec4(0.);\n }\n\n xR"+f+"C"+d+" = xTexelR"+f+"C"+d+";\n ",d+1= 0 && xR < "+e+" &&\n xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+(d+2)+" = getX(batch, xR, xCOffset, d1);\n }\n ",1= 0 && xR < "+e+" &&\n xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+d+" = getX(batch, xR, xCOffset, d1);\n } else {\n xTexelR"+f+"C"+d+" = vec4(0.);\n }\n "),p+="\n xR"+f+"C"+(d+1)+" = vec4(\n xTexelR"+f+"C"+d+".zw, xTexelR"+f+"C"+(d+2)+".xy);\n "):p+="\n xCOffset = xC + "+m+";\n\n if(xR >= 0 && xR < "+e+" &&\n xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+(d+2)+" = getX(batch, xR, xCOffset, d1);\n }\n\n xR"+f+"C"+(d+1)+" = xTexelR"+f+"C"+(d+2)+";\n "}}else d= 0 && xR < "+e+") {\n ",o%2==1?(p+="\n xCOffset = xC + 1 - "+a+";\n if(xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+d+" = getX(batch, xR, xCOffset, d1);\n } else {\n xTexelR"+f+"C"+d+" = vec4(0.);\n }\n\n if(xC + 1 >= 0 && xC + 1 < "+n+") {\n xTexelR"+f+"C"+(d+2)+" = getX(batch, xR, xC + 1, d1);\n } else {\n xTexelR"+f+"C"+(d+2)+" = vec4(0.);\n }\n\n xR"+f+"C"+d+" = vec4(\n xTexelR"+f+"C"+d+".zw, xTexelR"+f+"C"+(d+2)+".zw);\n ",d+1= 0 && xCOffset < "+n+") {\n final = getX(batch, xR, xCOffset, d1);\n }\n xR"+f+"C"+(d+1)+" = vec4(xTexelR"+f+"C"+(d+2)+".xy, final.xy);\n ")):(p+="\n if(xC >= 0 && xC < "+n+") {\n xTexelR"+f+"C"+d+" = getX(batch, xR, xC, d1);\n } else {\n xTexelR"+f+"C"+d+" = vec4(0.);\n }\n\n xCOffset = xC + "+a+";\n if(xCOffset >= 0 && xCOffset < "+n+") {\n xTexelR"+f+"C"+(d+2)+" = getX(batch, xR, xCOffset, d1);\n } else {\n xTexelR"+f+"C"+(d+2)+" = vec4(0.);\n }\n\n xR"+f+"C"+d+" = vec4(\n xTexelR"+f+"C"+d+".xy, xTexelR"+f+"C"+(d+2)+".xy);\n ",d+1= "+i+") {\n return;\n }\n\n float height_scale = "+y+";\n float width_scale = "+E+";\n\n float in_y = "+x+";\n if( in_y < 0.0 || in_y > "+d+" ) {\n setOutput(float("+o+"));\n return;\n }\n float in_x = "+C+";\n if( in_x < 0.0 || in_x > "+v+" ) {\n setOutput(float("+o+"));\n return;\n }\n\n vec2 sourceFracIndexCR = vec2(in_x,in_y);\n if("+p+" == 1) {\n // Compute the four integer indices.\n ivec2 sourceFloorCR = ivec2(sourceFracIndexCR);\n ivec2 sourceCeilCR = ivec2(ceil(sourceFracIndexCR));\n\n float topLeft = getImage(b, sourceFloorCR.y, sourceFloorCR.x, d);\n float bottomLeft = getImage(b, sourceCeilCR.y, sourceFloorCR.x, d);\n float topRight = getImage(b, sourceFloorCR.y, sourceCeilCR.x, d);\n float bottomRight = getImage(b, sourceCeilCR.y, sourceCeilCR.x, d);\n\n vec2 fracCR = sourceFracIndexCR - vec2(sourceFloorCR);\n\n float top = topLeft + (topRight - topLeft) * fracCR.x;\n float bottom = bottomLeft + (bottomRight - bottomLeft) * fracCR.x;\n float newValue = top + (bottom - top) * fracCR.y;\n setOutput(newValue);\n } else {\n // Compute the coordinators of nearest neighbor point.\n ivec2 sourceNearestCR = ivec2(floor(\n sourceFracIndexCR + vec2(0.5,0.5)));\n float newValue = getImage(b, sourceNearestCR.y, sourceNearestCR.x, d);\n setOutput(newValue);\n }\n }\n "},lr=function(t,e,n){this.variableNames=["x"];var r=(this.outputShape=t).length,o=t[t.length-1],i=n?"<":">";this.userCode="\n int getIndex(int i) {\n "+(n?"return "+o+" -i - 1;":"return i;")+"\n }\n\n void main() {\n "+Dn(r)+" coords = getOutputCoords();\n int end = "+hr(r,"coords")+";\n float val = 0.0;\n for (int i = "+o+" - 1; i >= 0; i -= 1) {\n int idx = getIndex(i);\n if (idx "+i+" end) {\n continue;\n }\n if (idx == end && "+e+") {\n continue;\n }\n "+hr(r,"coords")+" = idx;\n val += getX("+function(t,e){if(1===t)return""+e;if(2===t)return e+".x, 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"+this.getInputSamplingString()+";\n setOutput(result);\n }\n "}return t.prototype.getHeightCoordString=function(){return"NHWC"===this.dataFormat?"coords[1]":"coords[2]"},t.prototype.getWidthCoordString=function(){return"NHWC"===this.dataFormat?"coords[2]":"coords[3]"},t.prototype.getDepthCoordString=function(){return"NHWC"===this.dataFormat?"coords[3]":"coords[1]"},t.prototype.getOutputDepthSize=function(){return"NHWC"===this.dataFormat?this.outputShape[3]:this.outputShape[1]},t.prototype.getInputSamplingString=function(){return"NHWC"===this.dataFormat?"getX(b, in_h, in_w, in_d)":"getX(b, in_d, in_h, in_w)"},t}(),fr=function(t){this.variableNames=["A"];var e=wn();this.outputShape=t,this.userCode="\n const float FLOAT_MAX = 1.70141184e38;\n const float FLOAT_MIN = 1.17549435e-38;\n\n lowp vec4 encode_float(highp float v) {\n if (isnan(v)) {\n return vec4(255, 255, 255, 255);\n }\n\n highp float av = abs(v);\n\n if(av < FLOAT_MIN) {\n return vec4(0.0, 0.0, 0.0, 0.0);\n } else if(v > FLOAT_MAX) {\n return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;\n } else if(v < -FLOAT_MAX) {\n return vec4(0.0, 0.0, 128.0, 255.0) / 255.0;\n }\n\n highp vec4 c = vec4(0,0,0,0);\n\n highp float e = floor(log2(av));\n highp float m = exp2(fract(log2(av))) - 1.0;\n\n c[2] = floor(128.0 * m);\n m -= c[2] / 128.0;\n c[1] = floor(32768.0 * m);\n m -= c[1] / 32768.0;\n c[0] = floor(8388608.0 * m);\n\n highp float ebias = e + 127.0;\n c[3] = floor(ebias / 2.0);\n ebias -= c[3] * 2.0;\n c[2] += floor(ebias) * 128.0;\n\n c[3] += 128.0 * step(0.0, -v);\n\n return c / 255.0;\n }\n\n void main() {\n float x = getAAtOutCoords();\n "+e.output+" = encode_float(x);\n }\n "},dr="return real * expR - imag * expI;",vr="return real * expI + imag * expR;",mr=function(t,e,n){this.variableNames=["real","imag"];var r=e[1];this.outputShape=e;var o=n?"2.0 * "+Math.PI:"-2.0 * "+Math.PI,i=n?r+".0":"1.0";this.userCode="\n const float exponentMultiplier = "+o+";\n\n float unaryOpComplex(float real, float expR, float imag, float expI) {\n "+t+"\n }\n\n float mulMatDFT(int batch, int index) {\n float indexRatio = float(index) / float("+r+");\n float exponentMultiplierTimesIndexRatio =\n exponentMultiplier * indexRatio;\n\n float result = 0.0;\n\n for (int i = 0; i < "+r+"; i++) {\n // x = (-2|2 * PI / N) * index * i;\n float x = exponentMultiplierTimesIndexRatio * float(i);\n float expR = cos(x);\n float expI = sin(x);\n float real = getReal(batch, i);\n float imag = getImag(batch, i);\n\n result +=\n unaryOpComplex(real, expR, imag, expI) / "+i+";\n }\n\n return result;\n }\n\n void main() {\n ivec2 coords = getOutputCoords();\n setOutput(mulMatDFT(coords[0], coords[1]));\n }\n "},gr=function(){function t(t,e){this.outputShape=[],this.variableNames=["x"],this.outputShape=t,this.userCode="\n uniform float value;\n void main() {\n // Input can be obtained from uniform value.\n setOutput(value);\n }\n "}return t.prototype.getCustomSetupFunc=function(n){var r=this;return 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t.bindTexture(t.TEXTURE_2D,n)}),Ar(t,e,function(){return t.texSubImage2D(t.TEXTURE_2D,0,0,0,r,o,a,t.FLOAT,i)}),Ar(t,e,function(){return t.bindTexture(t.TEXTURE_2D,null)})}function _o(t,e,n,r,o,i,a,s){var u,c=Sr(r,o),l=c[0],h=c[1],p=r*o;1===s.defaultNumChannels&&p===i.length?u=i:function(t,e,n){var r=Rr(t.length,n);if(e.length= "+r);for(var o=0,i=0;i= "+t[1]+" || pos >= "+t[0]+") continue;\n\n int offsetY = int(blockIndex / ("+u+")) * "+a+" - "+p+";\n int d0 = offsetY + "+l+" * (pos / "+f+");\n\n if(d0 >= "+e[0]+" || d0 < 0) continue;\n\n int offsetX = int(mod(float(blockIndex), "+u+".) * "+i+". - "+h+".);\n int d1 = offsetX + "+c+" * (int(mod(float(pos), "+f+".) / "+o+".));\n\n if(d1 >= "+e[1]+" || d1 < 0) continue;\n\n vec2 innerDims = vec2(d1, int(mod(float(pos), "+o+".)));\n result[row * 2 + col] = getChannel(getA(d0, int(innerDims.x),\n int(innerDims.y)), innerDims);\n }\n }\n\n "+d.output+" = result;\n }\n "},Fo=function(t,e,n,r,o){this.variableNames=["x"],this.outputShape=[];var i,a=e,s=t[3]-1;this.outputShape=t;var u="float("+n+") + float("+r+") * sum";i=.5===o?"inversesqrt("+u+")":1===o?"1.0/("+u+")":"exp(log("+u+") * float(-"+o+"));",this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int r = coords[1];\n int c = coords[2];\n int d = coords[3];\n float x = getX(b, r, c, d);\n float sum = 0.0;\n for (int j = -"+a+"; j <= "+a+"; j++) {\n int idx = d + j;\n if (idx >= 0 && idx <= "+s+") {\n float z = getX(b, r, c, idx);\n sum += z * z;\n }\n }\n float val = x * "+i+";\n setOutput(val);\n }\n "},Lo=function(t,e,n,r,o){this.variableNames=["inputImage","outputImage","dy"],this.outputShape=[],this.outputShape=t,this.depth=t[3],this.depthRadius=e,this.bias=n,this.alpha=r,this.beta=o,this.userCode="\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int r = coords[1];\n int c = coords[2];\n\n float result = 0.0;\n for (int d = 0; d < "+this.depth+"; ++d) {\n int depthBegin = int(max(0.0, float(d - "+e+")));\n int depthEnd = int(min(float("+this.depth+"),\n float(d + "+e+" + 1)));\n\n const int MIN_DEPTH_BEGIN = 0;\n const int MAX_DEPTH_END = "+this.depth+";\n\n float norm = 0.0;\n for (int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k) {\n if (k < depthBegin){\n continue;\n }\n else if (k >= depthBegin && k < depthEnd) {\n norm += getInputImage(b, r, c, k) * getInputImage(b, r, c, k);\n }\n else {\n break;\n }\n }\n\n norm = float("+r+") * norm + float("+n+");\n\n for(int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k){\n if (k < depthBegin){\n continue;\n }\n else if (k >= depthBegin && k < depthEnd){\n float dyi = -2.0 * float("+r+")\n * float("+o+")\n * getInputImage(b ,r ,c, k) * getOutputImage(b, r, c, d)\n / norm;\n if (k == d) {\n dyi += pow(norm, -1.0 * "+o+");\n }\n if (k == coords[3]) {\n dyi *= getDy(b, r, c, d);\n result += dyi;\n }\n }\n else {\n break;\n }\n }\n }\n setOutput(result);\n }\n "},Bo=function(t){this.variableNames=["dy","maxPos"],this.outputShape=t.inShape;var e=t.strideHeight,n=t.strideWidth,r=t.dilationHeight,o=t.effectiveFilterHeight,i=t.effectiveFilterWidth,a=o-1-t.padInfo.top,s=i-1-t.padInfo.left,u=o*i-1;this.userCode="\n const ivec2 pads = ivec2("+a+", "+s+");\n\n void main() {\n ivec4 coords = getOutputCoords();\n int b = coords[0];\n int d = coords[3];\n\n ivec2 dyRCCorner = coords.yz - pads;\n int dyRCorner = dyRCCorner.x;\n int dyCCorner = dyRCCorner.y;\n\n // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n // ? = to be determined. : = across all values in that axis.\n float dotProd = 0.0;\n for (int wR = 0; wR < "+o+";\n wR += "+r+") {\n float dyR = float(dyRCorner + wR) / "+e+".0;\n\n if (dyR < 0.0 || dyR >= "+t.outHeight+".0 || fract(dyR) > 0.0) {\n continue;\n }\n int idyR = int(dyR);\n\n for (int wC = 0; wC < "+i+"; wC++) {\n float dyC = float(dyCCorner + wC) / "+n+".0;\n\n if (dyC < 0.0 || dyC >= "+t.outWidth+".0 ||\n fract(dyC) > 0.0) {\n continue;\n }\n int idyC = int(dyC);\n\n float dyValue = getDy(b, idyR, idyC, d);\n int maxPosValue = "+u+" - int(getMaxPos(b, idyR, idyC, d));\n\n // Get the current value, check it against the value from the\n // position matrix.\n int curPosValue = wR * "+i+" + wC;\n float mask = float(maxPosValue == curPosValue ? 1.0 : 0.0);\n\n dotProd += dyValue * mask;\n }\n }\n setOutput(dotProd);\n }\n "},Wo=function(t,e,n,r,o,i){void 0===n&&(n=!1),void 0===r&&(r=!1),void 0===o&&(o=!1),void 0===i&&(i=null),this.variableNames=["matrixA","matrixB"],this.usesPackedTextures=!0,this.outputShape=e;var a=n?t[1]:t[2],s=Math.ceil(a/2),u=n?"i * 2, rc.y":"rc.y, i * 2",c=r?"rc.z, i * 2":"i * 2, rc.z",l=n?["a.xxyy","a.zzww"]:["a.xxzz","a.yyww"],h=r?["b.xzxz","b.ywyw"]:["b.xyxy","b.zwzw"],p="",f="";i&&(p="vec4 activation(vec4 x) {\n "+i+"\n }",f="result = activation(result);");var d=o?"result += getBiasAtOutCoords();":"";o&&this.variableNames.push("bias"),this.userCode="\n "+p+"\n\n const float sharedDimension = "+s+".0;\n\n vec4 dot2x2ARowBCol(ivec3 rc) {\n vec4 result = vec4(0);\n for (int i = 0; i < "+s+"; i++) {\n vec4 a = getMatrixA(rc.x, "+u+");\n vec4 b = getMatrixB(rc.x, "+c+");\n\n result += ("+l[0]+" * "+h[0]+") + ("+l[1]+" * "+h[1]+");\n }\n return result;\n }\n\n void main() {\n ivec3 rc = getOutputCoords();\n vec4 result = dot2x2ARowBCol(rc);\n\n "+d+"\n\n "+f+"\n\n setOutput(result);\n }\n "},zo=function(){function t(t,e,n){this.variableNames=["probs"],this.outputShape=[t,n],this.userCode="\n uniform float seed;\n\n void main() {\n ivec2 coords = getOutputCoords();\n int batch = coords[0];\n\n float r = random(seed);\n float cdf = 0.0;\n\n for (int i = 0; i < "+(e-1)+"; i++) {\n cdf += getProbs(batch, i);\n\n if (r < cdf) {\n setOutput(float(i));\n return;\n }\n }\n\n // If no other event happened, last event happened.\n setOutput(float("+(e-1)+"));\n }\n "}return t.prototype.getCustomSetupFunc=function(n){var r=this;return function(t,e){null==r.seedLoc&&(r.seedLoc=t.getUniformLocation(e,"seed")),t.gl.uniform1f(r.seedLoc,n)}},t}(),Uo=function(t,e,n,r){this.variableNames=["indices"],this.outputShape=[t,e],this.userCode="\n void main() {\n ivec2 coords = getOutputCoords();\n int index = round(getIndices(coords.x));\n setOutput(mix(float("+r+"), float("+n+"),\n float(index == coords.y)));\n }\n "},Go=function(t){this.variableNames=["A"],this.isPackShader=!0;var e,n,r,o,i=(this.outputShape=t).length;if(0===i)this.userCode="\n void main() {\n setOutput(vec4(getA(), 0., 0., 0.));\n }\n ";else{var a=mn("rc",i),s=Dn(i),u=function(t,e,n){if(1===t)return"rc > "+e[0];for(var r="",o=t-2;o= "+e[o],o= "+e+";\n bool rEdge = rp1 >= "+n+";\n "}(i,t[t.length-1],t[t.length-2],a),l=(n=a,r=(e=t).length,o=function(t,e){for(var n=[],r=0;r<=1;r++)for(var o=0;o<=1;o++){for(var i=(0===r?"r":"rp1")+", "+(0===o?"c":"cp1"),a=2;a= "+e[0]+" ? 0. : getA(rc + 1),\n 0, 0":"getA("+o[0]+"),\n cEdge ? 0. : getA("+o[1]+"),\n rEdge ? 0. : getA("+o[2]+"),\n rEdge || cEdge ? 0. : getA("+o[3]+")");this.userCode="\n void main() {\n "+s+" rc = getOutputCoords();\n\n if("+u+") {\n setOutput(vec4(0));\n } else {\n "+c+"\n\n setOutput(vec4("+l+"));\n }\n }\n "}};var Vo=function(n,t,e){this.variableNames=["x"],this.outputShape=t.map(function(t,e){return t[0]+n[e]+t[1]});var r=n.length,o=Dn(r),i=t.map(function(t){return t[0]}).join(","),a=t.map(function(t,e){return t[0]+n[e]}).join(","),s=["coords[0]","coords[1]","coords[2]","coords[3]"].slice(0,r);this.userCode=1!==r?"\n "+o+" start = "+o+"("+i+");\n "+o+" end = "+o+"("+a+");\n\n void main() {\n "+o+" outC = getOutputCoords();\n if (any(lessThan(outC, start)) || any(greaterThanEqual(outC, end))) {\n setOutput(float("+e+"));\n } else {\n "+o+" coords = outC - start;\n setOutput(getX("+s+"));\n }\n }\n ":"\n int start = "+i+";\n int end = "+a+";\n\n void main() {\n int outC = getOutputCoords();\n if (outC < start || outC >= end) {\n setOutput(float("+e+"));\n } else {\n setOutput(getX(outC - start));\n }\n }\n "},Ho=function(n,t,e){this.variableNames=["x"],this.usesPackedTextures=!0,this.outputShape=t.map(function(t,e){return t[0]+n[e]+t[1]});for(var r=n.length,o=Dn(r),i=t.map(function(t){return t[0]}).join(","),a=t.map(function(t,e){return t[0]+n[e]}).join(","),s=mn("rc",r),u=mn("source",r),c=s[r-1]+" < "+this.outputShape[r-1],l=1===r?"source":"vec2("+u.slice(-2).join()+")",h=[o+" rc = outputLoc;",s[r-1]+" += 1;\n if("+c+") {\n ",1===r?"":"}\n rc = outputLoc;\n "+s[r-2]+" += 1;\n if("+s[r-2]+" < "+this.outputShape[r-2]+") {",1===r?"":" "+s[r-1]+" += 1;\n if("+c+") {"],p=1===r?"rc < start || rc >= end":"any(lessThan(rc, start)) || any(greaterThanEqual(rc, end))",f="",d=0,v=1===r?2:4;d= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+c+";\n wC += "+s+") {\n int xC = xCCorner + wC;\n\n if (xC < 0 || xC >= "+t.inWidth+") {\n continue;\n }\n\n float value = getX(batch, xR, xC, d);\n\n // If a min / max value has already been found, use it. If not,\n // use the current value.\n float currMinMaxValue = mix(\n value, minMaxValue, minMaxValueFound);\n if (value >= currMinMaxValue) {\n minMaxValue = value;\n minMaxValueFound = 1.0;\n minMaxPosition = wR * "+c+" + wC;\n }\n }\n }\n setOutput(float(minMaxPosition));\n }\n ";else{var d=e+"("+e+"("+e+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"avg"===e&&(d="avgValue / count");var v=4*Math.floor(r/4),m=r%4,g="\n if ("+p+") {\n avgValue += dot(values, ones);\n } else {\n minMaxValue = max(values, minMaxValue);\n }\n ";this.userCode="\n const ivec2 strides = ivec2("+o+", "+i+");\n const ivec2 pads = ivec2("+l+", "+h+");\n const float initializationValue = "+f+";\n const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n float count = 0.0;\n\n float getValue(int batch, int xR, int xC, int d) {\n if (xC < 0 || xC >= "+t.inWidth+") {\n return initializationValue;\n }\n count += 1.0;\n return getX(batch, xR, xC, d);\n }\n\n void main() {\n ivec4 coords = getOutputCoords();\n int batch = coords[0];\n int d = coords[3];\n\n ivec2 xRCCorner = coords.yz * strides - pads;\n int xRCorner = xRCCorner.x;\n int xCCorner = xRCCorner.y;\n\n // max/min x(?, ?, d) to get y(yR, yC, d).\n // ? = to be determined\n vec4 minMaxValue = vec4("+f+");\n float avgValue = 0.0;\n count = 0.0;\n\n for (int wR = 0; wR < "+u+";\n wR += "+a+") {\n int xR = xRCorner + wR;\n\n if (xR < 0 || xR >= "+t.inHeight+") {\n continue;\n }\n\n for (int wC = 0; wC < "+v+"; wC += 4) {\n int xC = xCCorner + wC * "+s+";\n\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n getValue(batch, xR, xC + 2 * "+s+", d),\n getValue(batch, xR, xC + 3 * "+s+", d)\n );\n\n "+g+"\n }\n\n int xC = xCCorner + "+v+";\n if ("+(1===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n initializationValue,\n initializationValue,\n initializationValue\n );\n\n "+g+"\n } else if ("+(2===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n initializationValue,\n initializationValue\n );\n\n "+g+"\n } else if ("+(3===m)+") {\n vec4 values = vec4(\n getValue(batch, xR, xC, d),\n getValue(batch, xR, xC + "+s+", d),\n getValue(batch, xR, xC + 2 * "+s+", d),\n initializationValue\n );\n\n "+g+"\n }\n }\n setOutput("+d+");\n }\n "}},jo=function(t,e){this.variableNames=["x"];var n=t.windowSize,r=t.batchSize,o=t.inSize,i=Math.ceil(o/n);this.outputShape=[r,i];var a="0.0",s="";"prod"===e?a="1.0":"min"===e?(a="1.0 / 1e-20",s="min"):"max"===e&&(a="-1.0 / 1e-20",s="max");var u=e+"("+e+"("+e+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"sum"===e?u="sumValue":"prod"===e?u="prodValue":"all"===e?u="allValue":"any"===e&&(u="anyValue");var c=4*Math.floor(n/4),l=n%4,h="\n if ("+("sum"===e)+") {\n sumValue += dot(values, ones);\n } else if ("+("prod"===e)+") {\n vec2 tmp = vec2(values[0], values[1]) * vec2(values[2], values[3]);\n prodValue *= tmp[0] * tmp[1];\n } else {\n minMaxValue = "+s+"(values, minMaxValue);\n }\n ",p="vec4";"all"===e?(a="1.0",h="\n bool reducedAllValue = all(values);\n float floatedReducedAllValue = float(reducedAllValue);\n allValue = float(allValue >= 1.0 && floatedReducedAllValue >= 1.0);\n ",p="bvec4"):"any"===e&&(a="0.0",h="\n bool reducedAnyValue = any(values);\n float floatedReducedAnyValue = float(reducedAnyValue);\n anyValue = float(anyValue >= 1.0 || floatedReducedAnyValue >= 1.0);\n ",p="bvec4");var f="";0= "+o+") {\n return initializationValue;\n }\n "),this.userCode="\n const float initializationValue = "+a+";\n const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n float getValue(int batch, int inIdx) {\n "+f+"\n return getX(batch, inIdx);\n }\n\n void main() {\n ivec2 coords = getOutputCoords();\n int batch = coords[0];\n int outIdx = coords[1];\n int inOffset = outIdx * "+n+";\n\n vec4 minMaxValue = vec4("+a+");\n float prodValue = 1.0;\n float sumValue = 0.0;\n float allValue = 1.0;\n float anyValue = 0.0;\n\n for (int i 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NAN : result.r;\n result.g = isNaN.g > 0. ? NAN : result.g;\n result.b = isNaN.b > 0. ? NAN : result.b;\n result.a = isNaN.a > 0. ? 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NAN : result.r;\n result.g = isNaN.g > 0. ? NAN : result.g;\n result.b = isNaN.b > 0. ? NAN : result.b;\n result.a = isNaN.a > 0. ? NAN : result.a;\n\n return result;\n",t.shape,e.shape):new jn("\n if (isnan(a)) return a;\n if (isnan(b)) return b;\n\n return atan(a, b);\n",t.shape,e.shape);return this.compileAndRun(n,[t,e])},t.prototype.sinh=function(t){var e=new mi(t.shape,"\n float e2x = exp(x);\n return (e2x - 1.0 / e2x) / 2.0;\n");return this.compileAndRun(e,[t])},t.prototype.cosh=function(t){var e=new mi(t.shape,"\n float e2x = exp(-x);\n return (e2x + 1.0 / e2x) / 2.0;\n");return this.compileAndRun(e,[t])},t.prototype.tanh=function(t){var e=new mi(t.shape,"\n float e2x = exp(-2.0 * abs(x));\n return sign(x) * (1.0 - e2x) / (1.0 + e2x);\n");return this.compileAndRun(e,[t])},t.prototype.asinh=function(t){var e=new mi(t.shape,"return log(x + sqrt(x * x + 1.0));");return this.compileAndRun(e,[t])},t.prototype.acosh=function(t){var e=new mi(t.shape,"if (isnan(x)) return x;\n if (x < 1.0) return NAN;\n return log(x + sqrt(x * x - 1.0));");return this.compileAndRun(e,[t])},t.prototype.atanh=function(t){var e=new mi(t.shape,"if (isnan(x)) return x;\n if ((x < -1.0) || (x > 1.0)) return NAN;\n return (log(1.0 + x) - log(1.0 - x)) / 2.0;");return this.compileAndRun(e,[t])},t.prototype.erf=function(t){var e=new mi(t.shape,'\n // Error function is calculated approximately with elementary function.\n // See "Handbook of Mathematical Functions with Formulas,\n // Graphs, and Mathematical Tables", Abramowitz and Stegun.\n float p = 0.3275911;\n float a1 = 0.254829592;\n float a2 = -0.284496736;\n float a3 = 1.421413741;\n float a4 = -1.453152027;\n float a5 = 1.061405429;\n\n float t = 1.0 / (1.0 + p * x);\n return 1.0 - (((((a5*t + a4)*t) + a3)*t + a2)*t + a1)*t*exp(-x*x);\n');return this.compileAndRun(e,[t])},t.prototype.step=function(t,e){var n,r=new mi(t.shape,(void 0===(n=e)&&(n=0),gi+"\n return x > 0.0 ? 1.0 : float("+n+");\n "));return this.compileAndRun(r,[t])},t.prototype.conv2dByMatMul=function(t,e,n){var r=t.shape,o=this.texData.get(t.dataId),i=n.inChannels,a=r[0]*r[1]*r[2],s=n.outChannels,u=(1===a||1===s)&&1e3 1 for depthToSpace, but was: "+e});var r=t.shape[0],o="NHWC"===n?t.shape[1]:t.shape[2],i="NHWC"===n?t.shape[2]:t.shape[3],a="NHWC"===n?t.shape[3]:t.shape[1],s=o*e,u=i*e,c=a/(e*e),l=new pr("NHWC"===n?[r,s,u,c]:[r,c,s,u],e,n);return this.compileAndRun(l,[t])},t.prototype.split=function(t,e,n){return pn(t,e,n)},t.prototype.scatterND=function(t,e,n){var r=Te(0,t,n),o=r.sliceRank,i=r.numUpdates,a=r.sliceSize,s=r.strides,u=r.outputSize,c=[u/a,a],l=t.reshape([i,o]),h=e.reshape([i,a]);if(0===u)return sn(Ge([]),n);var p=Ve(0),f=new ei(i,o,l.rank,h.rank,s,c);return this.compileAndRun(f,[h,l,p]).reshape(n)},t.prototype.sparseToDense=function(t,e,n,r){var o=Te(0,t,n),i=o.sliceRank,a=o.numUpdates,s=o.strides,u=o.outputSize,c=new ei(a,i,t.rank,e.rank,s,[u,1],!1);return this.compileAndRun(c,[e,t,r]).reshape(n)},t.prototype.fft=function(t){return this.fftImpl(t,!1)},t.prototype.ifft=function(t){return this.fftImpl(t,!0)},t.prototype.fftImpl=function(t,e){var n=this.texData.get(t.dataId),r=new mr(dr,t.shape,e),o=new mr(vr,t.shape,e),i=[this.makeComplexComponentTensorHandle(t,n.complexTensors.real),this.makeComplexComponentTensorHandle(t,n.complexTensors.imag)],a=this.compileAndRun(r,i),s=this.compileAndRun(o,i),u=this.complex(a,s).as2D(t.shape[0],t.shape[1]);return a.dispose(),s.dispose(),u},t.prototype.gatherND=function(t,e){var n=e.shape,r=n[n.length-1],o=Ne(t,e),i=o[0],a=o[1],s=o[2],u=o[3],c=e.reshape([a,r]),l=t.reshape([t.size/s,s]),h=new _r(r,u,[a,s]);return this.compileAndRun(h,[l,c]).reshape(i)},t.prototype.fill=function(t,e,n){if("string"===(n=n||q(e))){var r=M(n,B(t));return r.fill(e),dt.make(t,{values:r},n)}var o=new gr(t,e),i=o.getCustomSetupFunc(e),a=this.makeOutputArray(t,n);return this.compileAndRun(o,[],a,i)},t.prototype.onesLike=function(t){if("string"===t.dtype)throw new Error("onesLike is not supported under string dtype");return this.fill(t.shape,1,t.dtype)},t.prototype.zerosLike=function(t){return this.fill(t.shape,"string"===t.dtype?"":0,t.dtype)},t.prototype.makeOutputArray=function(t,e){return dt.make(t,{},e,this)},t.prototype.makePackedTensor=function(t,e){var n=dt.make(t,{},e,this);return this.texData.get(n.dataId).isPacked=!0,n},t.prototype.unpackTensor=function(t){var e=new Ci(t.shape);return this.compileAndRun(e,[t],dt.make(e.outputShape,{},t.dtype,this))},t.prototype.packTensor=function(t){var e=new Go(t.shape);return this.compileAndRun(e,[t],this.makePackedTensor(t.shape,t.dtype))},t.prototype.packedReshape=function(t,e){var n=t.reshape([oo(t.shape)].concat(io(t.shape))),r=[oo(e)].concat(io(e)),o=new $o(r,n.shape);return this.compileAndRun(o,[n]).reshape(e)},t.prototype.compileAndRun=function(o,t,e,n,r){var i=this;if(void 0===r&&(r=!0),null==e&&(e=o.usesPackedTextures?this.makePackedTensor(o.outputShape,t[0].dtype):this.makeOutputArray(o.outputShape,t[0].dtype)),0===e.size)return this.texData.get(e.dataId).values=A(e.dtype,0),e;var a=t.map(function(t){if("complex64"===t.dtype)throw new Error("GPGPUProgram does not support complex64 input. 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got rank "+n.rank+"."}),D(2===e.length,function(){return"Error in resizeNearestNeighbor: new shape must 2D, but got shape "+e+"."}),D("float32"===n.dtype||"int32"===n.dtype,function(){return"`images` must have `int32` or `float32` as dtype"});var o=n,i=!1;3===n.rank&&(i=!0,o=n.as4D(1,n.shape[0],n.shape[1],n.shape[2]));var a=e[0],s=e[1],u=Zt.engine.runKernel(function(t,e){return e([o]),t.resizeNearestNeighbor(o,a,s,r)},{batchImages:o},function(e,n){return{batchImages:function(){return Zt.engine.runKernel(function(t){return t.resizeNearestNeighborBackprop(e,n[0],r)},{})}}});return i?u.as3D(u.shape[1],u.shape[2],u.shape[3]):u}}),Fc=Fe({nonMaxSuppression_:function(t,e,n,r,o){void 0===r&&(r=.5),void 0===o&&(o=Number.NEGATIVE_INFINITY);var i=re(t,"boxes","nonMaxSuppression"),a=re(e,"scores","nonMaxSuppression"),s=Mc(i,a,n,r,o);return n=s.maxOutputSize,r=s.iouThreshold,o=s.scoreThreshold,Zt.engine.runKernel(function(t){return 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i=s?r.shape[r.rank-2]:r.shape[r.rank-1],a=u?o.shape[o.rank-1]:o.shape[o.rank-2],h=s?r.shape[r.rank-1]:r.shape[r.rank-2],p=u?o.shape[o.rank-2]:o.shape[o.rank-1],f=r.shape.slice(0,-2),d=o.shape.slice(0,-2),v=B(f),m=B(d);D(2<=r.rank&&2<=o.rank&&r.rank===o.rank,function(){return"Error in fused matMul: inputs must have the same rank of at least 2, got ranks "+r.rank+" and "+o.rank+"."}),D(E(f,d),function(){return"Error in fused matMul: outer dimensions ("+f+") and ("+d+") of Tensors with shapes "+r.shape+" and "+o.shape+" must match."}),D(i===a,function(){return"Error in fused matMul: inner shapes ("+i+") and ("+a+") of Tensors with shapes "+r.shape+" and "+o.shape+" and transposeA="+s+" and transposeB="+u+" must match."});var g,y=r.shape.slice(0,-2).concat([h,p]),x=s?r.as3D(v,i,h):r.as3D(v,h,i),w=u?o.as3D(m,p,a):o.as3D(m,a,p);null!=c&&xn(y,(g=Tt(g=re(c,"bias","fused matMul"),r)[0]).shape);var b={$a:x,$b:w};return null!=c&&(b.$bias=g),Zt.engine.runKernel(function(t,e){var 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r=t.shape[0],o=t.shape[1],i=t.shape[2],a=t.shape[3],s=o*e,u=i*e,c=a/(e*e),l=t.dataSync(),h=new Float32Array(r*s*u*c),p=0,f=0;f=t.size/s)throw new Error("Invalid indices: "+f+" does not index into "+t.shape);for(var g=0;gn)}var jl=Object.freeze({WEBGL_ENVS:{HAS_WEBGL:!0},PACKED_ENVS:{WEBGL_PACK:!0},NODE_ENVS:{IS_NODE:!0},CHROME_ENVS:{IS_CHROME:!0},BROWSER_ENVS:{IS_BROWSER:!0},CPU_ENVS:{HAS_WEBGL:!1},ALL_ENVS:{},expectArraysClose:Vl,expectPromiseToFail:function(t,e){t().then(function(){return e.fail()},function(){return e()})},expectArraysEqual:function(t,e){var n="string"==typeof e||"number"==typeof e||"boolean"==typeof e?[e]:e;return t instanceof dt&&"string"===t.dtype||e instanceof dt&&"string"===e.dtype||Array.isArray(t)&&V(t[0])||Array.isArray(e)&&V(e[0])?Hl(t,n,function(t,e){return t==e}):Vl(t,e,0)},expectNumbersClose:function(t,e,n){if(null==n&&(n=Zt.get("TEST_EPSILON")),!ql(t,e,n))throw new Error("Numbers differ: actual === "+t+", expected === 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this.constructor(this.relativePositions,{width:t,height:e})},t.prototype.shiftBy=function(t,e){return new this.constructor(this.relativePositions,this._imgDims,new lh(t,e))},t.prototype.shiftByPoint=function(t){return this.shiftBy(t.x,t.y)},t.prototype.align=function(t,e){if(void 0===e&&(e={}),t){var n=t instanceof Lp?t.box.floor():new Sh(t);return this.shiftBy(n.x,n.y).align(null,e)}var r=Object.assign({},{useDlibAlignment:!1,minBoxPadding:.2},e),o=r.useDlibAlignment,i=r.minBoxPadding;return o?this.alignDlib():this.alignMinBbox(i)},t.prototype.alignDlib=function(){var t=this.getRefPointsForAlignment(),e=t[0],n=t[1],r=t[2],o=function(t){return r.sub(t).magnitude()},i=(o(e)+o(n))/2,a=Math.floor(i/.45),s=wh(t),u=Math.floor(Math.max(0,s.x-.5*a)),c=Math.floor(Math.max(0,s.y-.43*a));return new Th(u,c,Math.min(a,this.imageWidth+u),Math.min(a,this.imageHeight+c))},t.prototype.alignMinBbox=function(t){var e,n,r,o,i,a,s,u=(e=this.positions,n=e.map(function(t){return 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this._maxNumScales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"scoreThresholds",{get:function(){return this._scoreThresholds},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"scaleSteps",{get:function(){return this._scaleSteps},enumerable:!0,configurable:!0}),t}();function Ff(l,h){function i(t,e,n,r,o){var i=$e(l(t*e*n*n),[n,n,t,e]),a=He(l(e));return h.push({paramPath:r+"/filters"},{paramPath:r+"/"+(o?"batch_norm_offset":"bias")}),{filters:i,bias:a}}function p(t,e,n,r){var o=i(t,e,n,r,!0);return{filters:o.filters,batch_norm_offset:o.bias}}function t(t,e,n){var r,o,i,a,s,u,c;return{depthwise_conv:(o=n+"/depthwise_conv",i=$e(l(9*(r=t)),[3,3,r,1]),a=He(l(r)),s=He(l(r)),u=He(l(r)),c=He(l(r)),h.push({paramPath:o+"/filters"},{paramPath:o+"/batch_norm_scale"},{paramPath:o+"/batch_norm_offset"},{paramPath:o+"/batch_norm_mean"},{paramPath:o+"/batch_norm_variance"}),{filters:i,batch_norm_scale:a,batch_norm_offset:s,batch_norm_mean:u,batch_norm_variance:c}),pointwise_conv:p(t,e,1,n+"/pointwise_conv")}}return{extractMobilenetV1Params:function(){return{conv_0:p(3,32,3,"mobilenetv1/conv_0"),conv_1:t(32,64,"mobilenetv1/conv_1"),conv_2:t(64,128,"mobilenetv1/conv_2"),conv_3:t(128,128,"mobilenetv1/conv_3"),conv_4:t(128,256,"mobilenetv1/conv_4"),conv_5:t(256,256,"mobilenetv1/conv_5"),conv_6:t(256,512,"mobilenetv1/conv_6"),conv_7:t(512,512,"mobilenetv1/conv_7"),conv_8:t(512,512,"mobilenetv1/conv_8"),conv_9:t(512,512,"mobilenetv1/conv_9"),conv_10:t(512,512,"mobilenetv1/conv_10"),conv_11:t(512,512,"mobilenetv1/conv_11"),conv_12:t(512,1024,"mobilenetv1/conv_12"),conv_13:t(1024,1024,"mobilenetv1/conv_13")}},extractPredictionLayerParams:function(){return{conv_0:p(1024,256,1,"prediction_layer/conv_0"),conv_1:p(256,512,3,"prediction_layer/conv_1"),conv_2:p(512,128,1,"prediction_layer/conv_2"),conv_3:p(128,256,3,"prediction_layer/conv_3"),conv_4:p(256,128,1,"prediction_layer/conv_4"),conv_5:p(128,256,3,"prediction_layer/conv_5"),conv_6:p(256,64,1,"prediction_layer/conv_6"),conv_7:p(64,128,3,"prediction_layer/conv_7"),box_predictor_0:{box_encoding_predictor:i(512,12,1,"prediction_layer/box_predictor_0/box_encoding_predictor"),class_predictor:i(512,9,1,"prediction_layer/box_predictor_0/class_predictor")},box_predictor_1:{box_encoding_predictor:i(1024,24,1,"prediction_layer/box_predictor_1/box_encoding_predictor"),class_predictor:i(1024,18,1,"prediction_layer/box_predictor_1/class_predictor")},box_predictor_2:{box_encoding_predictor:i(512,24,1,"prediction_layer/box_predictor_2/box_encoding_predictor"),class_predictor:i(512,18,1,"prediction_layer/box_predictor_2/class_predictor")},box_predictor_3:{box_encoding_predictor:i(256,24,1,"prediction_layer/box_predictor_3/box_encoding_predictor"),class_predictor:i(256,18,1,"prediction_layer/box_predictor_3/class_predictor")},box_predictor_4:{box_encoding_predictor:i(256,24,1,"prediction_layer/box_predictor_4/box_encoding_predictor"),class_predictor:i(256,18,1,"prediction_layer/box_predictor_4/class_predictor")},box_predictor_5:{box_encoding_predictor:i(128,24,1,"prediction_layer/box_predictor_5/box_encoding_predictor"),class_predictor:i(128,18,1,"prediction_layer/box_predictor_5/class_predictor")}}}}}function Lf(t){var e=[],n=function(t,e){var i=ep(t,e);function a(t,e,n){return{filters:i(t+"/Conv2d_"+e+"_pointwise/weights",4,n+"/filters"),batch_norm_offset:i(t+"/Conv2d_"+e+"_pointwise/convolution_bn_offset",1,n+"/batch_norm_offset")}}function n(t){var e="mobilenetv1/conv_"+t,n="MobilenetV1/Conv2d_"+t+"_depthwise",r=e+"/depthwise_conv",o=e+"/pointwise_conv";return{depthwise_conv:{filters:i(n+"/depthwise_weights",4,r+"/filters"),batch_norm_scale:i(n+"/BatchNorm/gamma",1,r+"/batch_norm_scale"),batch_norm_offset:i(n+"/BatchNorm/beta",1,r+"/batch_norm_offset"),batch_norm_mean:i(n+"/BatchNorm/moving_mean",1,r+"/batch_norm_mean"),batch_norm_variance:i(n+"/BatchNorm/moving_variance",1,r+"/batch_norm_variance")},pointwise_conv:a("MobilenetV1",t,o)}}function r(t,e){return{filters:i(t+"/weights",4,e+"/filters"),bias:i(t+"/biases",1,e+"/bias")}}function o(t){return{box_encoding_predictor:r("Prediction/BoxPredictor_"+t+"/BoxEncodingPredictor","prediction_layer/box_predictor_"+t+"/box_encoding_predictor"),class_predictor:r("Prediction/BoxPredictor_"+t+"/ClassPredictor","prediction_layer/box_predictor_"+t+"/class_predictor")}}return{extractMobilenetV1Params:function(){return{conv_0:a("MobilenetV1",0,"mobilenetv1/conv_0"),conv_1:n(1),conv_2:n(2),conv_3:n(3),conv_4:n(4),conv_5:n(5),conv_6:n(6),conv_7:n(7),conv_8:n(8),conv_9:n(9),conv_10:n(10),conv_11:n(11),conv_12:n(12),conv_13:n(13)}},extractPredictionLayerParams:function(){return{conv_0:a("Prediction",0,"prediction_layer/conv_0"),conv_1:a("Prediction",1,"prediction_layer/conv_1"),conv_2:a("Prediction",2,"prediction_layer/conv_2"),conv_3:a("Prediction",3,"prediction_layer/conv_3"),conv_4:a("Prediction",4,"prediction_layer/conv_4"),conv_5:a("Prediction",5,"prediction_layer/conv_5"),conv_6:a("Prediction",6,"prediction_layer/conv_6"),conv_7:a("Prediction",7,"prediction_layer/conv_7"),box_predictor_0:o(0),box_predictor_1:o(1),box_predictor_2:o(2),box_predictor_3:o(3),box_predictor_4:o(4),box_predictor_5:o(5)}}}}(t,e),r=n.extractMobilenetV1Params,o=n.extractPredictionLayerParams,i=t["Output/extra_dim"];if(e.push({originalPath:"Output/extra_dim",paramPath:"output_layer/extra_dim"}),!fh(i))throw new Error("expected weightMap['Output/extra_dim'] to be a Tensor3D, instead have "+i);var a={mobilenetv1:r(),prediction_layer:o(),output_layer:{extra_dim:i}};return Xh(t,e),{params:a,paramMappings:e}}function Bf(e,n,r){return ue(function(){var t=Ss(e,n.filters,r,"same");return t=xu(t,n.batch_norm_offset),Sa(t,0,6)})}var Wf=.0010000000474974513;function zf(t,e){return ue(function(){var u=null,c=Bf(t,e.conv_0,[2,2]);if([e.conv_1,e.conv_2,e.conv_3,e.conv_4,e.conv_5,e.conv_6,e.conv_7,e.conv_8,e.conv_9,e.conv_10,e.conv_11,e.conv_12,e.conv_13].forEach(function(t,e){var n,r,o,i,a=e+1,s=(n=a,[2,4,6,12].some(function(t){return t===n})?[2,2]:[1,1]);r=c,o=t.depthwise_conv,i=s,c=Bf(c=ue(function(){var t=ks(r,o.filters,i,"same");return t=us(t,o.batch_norm_mean,o.batch_norm_variance,o.batch_norm_offset,o.batch_norm_scale,Wf),Sa(t,0,6)}),t.pointwise_conv,[1,1]),11===a&&(u=c)}),null===u)throw new Error("mobileNetV1 - output of conv layer 11 is null");return{out:c,conv11:u}})}function Uf(t,e,n){var r=t.arraySync(),o=Math.min(r[e][0],r[e][2]),i=Math.min(r[e][1],r[e][3]),a=Math.max(r[e][0],r[e][2]),s=Math.max(r[e][1],r[e][3]),u=Math.min(r[n][0],r[n][2]),c=Math.min(r[n][1],r[n][3]),l=Math.max(r[n][0],r[n][2]),h=Math.max(r[n][1],r[n][3]),p=(a-o)*(s-i),f=(l-u)*(h-c);if(p<=0||f<=0)return 0;var d=Math.max(o,u),v=Math.max(i,c),m=Math.min(a,l),g=Math.min(s,h),y=Math.max(m-d,0)*Math.max(g-v,0);return y/(p+f-y)}function Gf(t,e){var n,r,o=(n=ha(Qu(t,[1,0])),{sizes:r=[Bu(n[2],n[0]),Bu(n[3],n[1])],centers:[xu(n[0],Cu(r[0],Ve(2))),xu(n[1],Cu(r[1],Ve(2)))]}),i=o.sizes,a=o.centers,s=ha(Qu(e,[1,0])),u=Cu(Du(Ia(Cu(s[2],Ve(5))),i[0]),Ve(2)),c=xu(Du(Cu(s[0],Ve(10)),i[0]),a[0]),l=Cu(Du(Ia(Cu(s[3],Ve(5))),i[1]),Ve(2)),h=xu(Du(Cu(s[1],Ve(10)),i[1]),a[1]);return Qu(ua([Bu(c,u),Bu(h,l),xu(c,u),xu(h,l)]),[1,0])}function Vf(e,n){return ue(function(){var t=e.shape[0];return{boxPredictionEncoding:ia(Kh(e,n.box_encoding_predictor),[t,-1,1,4]),classPrediction:ia(Kh(e,n.class_predictor),[t,-1,3])}})}var Hf=function(){function t(t){var e=void 0===t?{}:t,n=e.minConfidence,r=e.maxResults;if(this._name="SsdMobilenetv1Options",this._minConfidence=n||.5,this._maxResults=r||100,"number"!=typeof this._minConfidence||this._minConfidence<=0||1<=this._minConfidence)throw new Error(this._name+" - expected minConfidence to be a number between 0 and 1");if("number"!=typeof this._maxResults)throw new Error(this._name+" - expected maxResults to be a number")}return Object.defineProperty(t.prototype,"minConfidence",{get:function(){return this._minConfidence},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"maxResults",{get:function(){return this._maxResults},enumerable:!0,configurable:!0}),t}(),qf=function(t){function e(){return t.call(this,"SsdMobilenetv1")||this}return a(e,t),e.prototype.forwardInput=function(u){var c=this.params;if(!c)throw new Error("SsdMobilenetv1 - load model before inference");return ue(function(){var l,h,p,o,i,a,t=u.toBatchTensor(512,!1).toFloat(),e=zf(Bu(Du(t,Ve(.007843137718737125)),Ve(1)),c.mobilenetv1),n=(l=e.out,h=e.conv11,p=c.prediction_layer,ue(function(){var t=Bf(Bf(l,p.conv_0,[1,1]),p.conv_1,[2,2]),e=Bf(Bf(t,p.conv_2,[1,1]),p.conv_3,[2,2]),n=Bf(Bf(e,p.conv_4,[1,1]),p.conv_5,[2,2]),r=Bf(Bf(n,p.conv_6,[1,1]),p.conv_7,[2,2]),o=Vf(h,p.box_predictor_0),i=Vf(l,p.box_predictor_1),a=Vf(t,p.box_predictor_2),s=Vf(e,p.box_predictor_3),u=Vf(n,p.box_predictor_4),c=Vf(r,p.box_predictor_5);return{boxPredictions:_i([o.boxPredictionEncoding,i.boxPredictionEncoding,a.boxPredictionEncoding,s.boxPredictionEncoding,u.boxPredictionEncoding,c.boxPredictionEncoding],1),classPredictions:_i([o.classPrediction,i.classPrediction,a.classPrediction,s.classPrediction,u.classPrediction,c.classPrediction],1)}})),r=n.boxPredictions,s=n.classPredictions;return o=r,i=s,a=c.output_layer,ue(function(){var t=o.shape[0],e=Gf(ia(ca(a.extra_dim,[t,1,1]),[-1,4]),ia(o,[-1,4]));e=ia(e,[t,e.shape[0]/t,4]);var n=Wa(Hs(i,[0,0,1],[-1,-1,-1])),r=Hs(n,[0,0,0],[-1,-1,1]);return r=ia(r,[t,r.shape[1]]),{boxes:ha(e),scores:ha(r)}})})},e.prototype.forward=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=this.forwardInput,[4,yp(n)];case 1:return[2,e.apply(this,[t.sent()])]}})})},e.prototype.locateFaces=function(T,A){return void 0===A&&(A={}),p(this,void 0,void 0,function(){var l,h,p,f,d,v,m,g,y,x,w,b,E,C,_,S,R,N,k,I;return P(this,function(t){switch(t.label){case 0:return l=new Hf(A),h=l.maxResults,p=l.minConfidence,[4,yp(T)];case 1:for(f=t.sent(),d=this.forwardInput(f),v=d.boxes,m=d.scores,g=v[0],y=m[0],x=1;xa}).sort(function(t,e){return e.score-t.score}),c=[],u.forEach(function(t){if(!(c.length>=s)){for(var e=t.score,n=c.length-1;0<=n;--n){var r=Uf(o,t.boxIndex,c[n]);if(0!==r&&(t.score*=r<=i?1:0,t.score<=a))break}e===t.score&&c.push(t.boxIndex)}}),C=c,_=f.getReshapedInputDimensions(0),S=f.inputSize,R=S/_.width,N=S/_.height,k=g.arraySync(),I=C.map(function(t){var e=[Math.max(0,k[t][0]),Math.min(1,k[t][2])].map(function(t){return t*N}),n=e[0],r=e[1],o=[Math.max(0,k[t][1]),Math.min(1,k[t][3])].map(function(t){return t*R}),i=o[0],a=o[1];return new Lp(w[t],new Th(i,n,a-i,r-n),{height:f.getInputHeight(0),width:f.getInputWidth(0)})}),g.dispose(),y.dispose(),[2,I]}var o,e,n,i,a,r,s,u,c})})},e.prototype.getDefaultModelName=function(){return"ssd_mobilenetv1_model"},e.prototype.extractParamsFromWeigthMap=function(t){return Lf(t)},e.prototype.extractParams=function(t){return function(t){var e=[],n=np(t),r=n.extractWeights,o=n.getRemainingWeights,i=Ff(r,e),a=i.extractMobilenetV1Params,s=i.extractPredictionLayerParams,u=a(),c=s(),l={extra_dim:je(r(20472),[1,5118,4])};if(e.push({paramPath:"output_layer/extra_dim"}),0!==o().length)throw new Error("weights remaing after extract: "+o().length);return{params:{mobilenetv1:u,prediction_layer:c,output_layer:l},paramMappings:e}}(t)},e}(xp);function jf(t){var e=new qf;return e.extractWeights(t),e}var $f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return a(e,t),e}(qf),Kf=function(e){function t(){var t=null!==e&&e.apply(this,arguments)||this;return t._name="TinyFaceDetectorOptions",t}return a(t,e),t}(Mp),Xf=function(){function t(){}return t.prototype.then=function(n){return p(this,void 0,void 0,function(){var e;return P(this,function(t){switch(t.label){case 0:return e=n,[4,this.run()];case 1:return[2,e.apply(void 0,[t.sent()])]}})})},t.prototype.run=function(){return p(this,void 0,void 0,function(){return P(this,function(t){throw new Error("ComposableTask - run is not implemented")})})},t}();function Yf(a,s,u,c,l){return void 0===l&&(l=function(t){return t.alignedRect}),p(this,void 0,void 0,function(){var e,n,r,o,i;return P(this,function(t){switch(t.label){case 0:return e=a.map(function(t){return rf(t)?l(t):t.detection}),(r=c)?[3,5]:s instanceof dt?[4,wf(s,e)]:[3,2];case 1:return o=t.sent(),[3,4];case 2:return[4,xf(s,e)];case 3:o=t.sent(),t.label=4;case 4:r=o,t.label=5;case 5:return[4,u(n=r)];case 6:return i=t.sent(),n.forEach(function(t){return t instanceof dt&&t.dispose()}),[2,i]}})})}function Qf(e,r,o,i,a){return p(this,void 0,void 0,function(){var n=this;return P(this,function(t){return[2,Yf([e],r,function(e){return p(n,void 0,void 0,function(){return P(this,function(t){return[2,o(e[0])]})})},i,a)]})})}var Jf=2,Zf=12;function td(t){var e=np(t),n=e.extractWeights,r=e.getRemainingWeights,o=[],i=function(r,o){var u=Yh(r,o),c=Qh(r,o);function l(t,e){var n=He(r(t));return o.push({paramPath:e}),n}function h(t,e,n){return void 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video.srcObject = stream, + err => console.error(err) + ); +} + +video.addEventListener('play', () => { + const canvas = faceapi.createCanvasFromMedia(video); + document.body.append(canvas); + const displaySize = { width: video.width, height: video.height }; + faceapi.matchDimensions(canvas, displaySize); + setInterval(async () => { + const detections = await faceapi.detectAllFaces(video, new faceapi.TinyFaceDetectorOptions()) + .withFaceLandmarks() + .withFaceExpressions(); + + const resizedDetections = faceapi.resizeResults(detections, displaySize); + canvas.getContext('2d').clearRect(0, 0, canvas.width, canvas.height); + faceapi.draw.drawDetections(canvas, resizedDetections); + faceapi.draw.drawFaceLandmarks(canvas, resizedDetections); + faceapi.draw.drawFaceExpressions(canvas, resizedDetections); + + let smileDetected = false; // Flag para verificar se pelo menos um sorriso foi detectado + + resizedDetections.forEach(detection => { + const faceId = detection.detection.box.x.toFixed(2) + detection.detection.box.y.toFixed(2); // Cria um identificador único para o rosto + const isSmiling = detection.expressions.happy > 0.9; // Verifica se a pessoa está sorrindo + + if (isSmiling) { + smileDetected = true; // Marca que pelo menos um sorriso foi detectado + } + }); + + const currentTime = Date.now(); // Pega o tempo atual + + // Verifica se passou 1 minuto desde o último incremento do contador e se algum sorriso foi detectado + if (smileDetected && currentTime - lastCountTime > 7000) { // 60 segundos (1 minuto) + happinessCounter++; + lastCountTime = currentTime; // Atualiza o tempo do último incremento do contador + console.log(`A pessoa ficou feliz ${happinessCounter} vezes`); + } + }, 100); +}); diff --git a/riso_frontend/src/App.js b/riso_frontend/src/App.js new file mode 100644 index 00000000..56e5f3c5 --- /dev/null +++ b/riso_frontend/src/App.js @@ -0,0 +1,39 @@ +// IMPORTAÇÕES DE PACOTES +import { BrowserRouter as Router, Route, Routes} from 'react-router-dom'; +import { createGlobalStyle } from 'styled-components'; + +// IMPORTAÇÕES DE PÁGINAS: +import RegisterPage from './pages/RegisterPage'; +import LoginPage from './pages/LoginPage'; +import HomePage from './pages/HomePage'; +import DashBoardPage from './pages/DashBoardPage'; + +export const GlobalStyle = createGlobalStyle` + * { + margin: 0; + padding: 0; + box-sizing: border-box; + } + body { + font-family: 'Poppins', sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + background-color: #ecf0f1; + } +`; + +function App() { + return ( + + + + } /> + } /> + } /> + } /> + + + ); +} + +export default App; diff --git a/riso_frontend/src/App.test.js b/riso_frontend/src/App.test.js new file mode 100644 index 00000000..1f03afee --- /dev/null +++ b/riso_frontend/src/App.test.js @@ -0,0 +1,8 @@ +import { render, screen } from '@testing-library/react'; +import App from './App'; + +test('renders learn react link', () => { + render(); + const linkElement = screen.getByText(/learn react/i); + expect(linkElement).toBeInTheDocument(); +}); diff --git a/riso_frontend/src/components/Button/index.jsx b/riso_frontend/src/components/Button/index.jsx new file mode 100644 index 00000000..a584c6d9 --- /dev/null +++ b/riso_frontend/src/components/Button/index.jsx @@ -0,0 +1,16 @@ +import React from "react"; +import PropTypes from "prop-types"; +import { FillButton } from "./styled"; + +function Button({onClick, children}) { + return ( + {children} + ); +}; + +Button.propTypes = { + children: PropTypes.node.isRequired, + onClick: PropTypes.func, +} + +export default Button; \ No newline at end of file diff --git a/riso_frontend/src/components/Button/styled.js b/riso_frontend/src/components/Button/styled.js new file mode 100644 index 00000000..a91e900d --- /dev/null +++ b/riso_frontend/src/components/Button/styled.js @@ -0,0 +1,19 @@ +import styled from 'styled-components'; + +export const FillButton = styled.button` + padding: 10px 40px 10px 40px; + background: #58af9b; + border-radius: 20px; + font-family: 'Merriweather Sans', sans-serif; + font-weight: bold; + font-size: 12px; + color: white; + border: solid 2px #58af9b; + transition: 200ms; + + &:hover { + background: white; + color: #58af9b; + border: solid 2px #58af9b; + } +`; diff --git a/riso_frontend/src/components/CodeModal/index.jsx b/riso_frontend/src/components/CodeModal/index.jsx new file mode 100644 index 00000000..0c65a0bd --- /dev/null +++ b/riso_frontend/src/components/CodeModal/index.jsx @@ -0,0 +1,34 @@ +import React from "react"; +import { Card, CloseContainer, Texto, Titulo } from "./styled"; +import TextInput from "../TextInput"; +import { FillButton } from "../Button/styled"; +import PropsTypes from "prop-types"; +import { IoIosClose } from "react-icons/io"; + +function CodeModal({ + onChangeCode, + onClickButton, + onClickClose + }) { + return ( + + + + + Entrar em Unidade + Digite o codigo da sua Unidade: + + +
+ Buscar + + ); +} + +CodeModal.propsTypes = { + onChangeCode: PropsTypes.func.isRequired, + onClickButton: PropsTypes.func.isRequired, + onClickClose: PropsTypes.func.isRequired +} + +export default CodeModal; \ No newline at end of file diff --git a/riso_frontend/src/components/CodeModal/styled.js b/riso_frontend/src/components/CodeModal/styled.js new file mode 100644 index 00000000..c8f9469e --- /dev/null +++ b/riso_frontend/src/components/CodeModal/styled.js @@ -0,0 +1,33 @@ +import styled from 'styled-components'; + +export const Card = styled.div` + padding: 20px; + align-items: center; + display: flex; + justify-content: center; + flex-direction: column; + height: auto; + width: 55vh; + background: white; + border-radius: 10px; +`; + +export const CloseContainer = styled.div` + display: flex; + justify-content: flex-end; + align-items: center; + position: relative; + width: 100%; + height: auto; +`; + +export const Titulo = styled.h1` + color: #58af9b; + font-size: 27px; + margin-bottom: 15px; +`; + +export const Texto = styled.label` + font-family: 'Merriweather Sans', sans-serif; + font-size: 10px; +`; diff --git a/riso_frontend/src/components/NavBar/index.jsx b/riso_frontend/src/components/NavBar/index.jsx new file mode 100644 index 00000000..24020678 --- /dev/null +++ b/riso_frontend/src/components/NavBar/index.jsx @@ -0,0 +1,22 @@ +import React from "react"; +import PropsTypes from "prop-types"; +import { Navegacao, Sair, Titulo } from "./styled"; + +function NavBar({onClick, children, text}) { + + return ( + + RISO + {children} + {text} + + ); +} + +NavBar.propsTypes = { + children: PropsTypes.node, + onClick: PropsTypes.func.isRequired, + text: PropsTypes.string.isRequired, +} + +export default NavBar; \ No newline at end of file diff --git a/riso_frontend/src/components/NavBar/styled.js b/riso_frontend/src/components/NavBar/styled.js new file mode 100644 index 00000000..47ab254c --- /dev/null +++ b/riso_frontend/src/components/NavBar/styled.js @@ -0,0 +1,38 @@ +import styled from 'styled-components'; + +export const Navegacao = styled.nav` + position: fixed; + width: 100vw; + height: 60px; + display: flex; + flex-direction: row; + justify-content: space-between; + background-color: #58af9b; + align-items: center; + padding: 20px; +`; + +export const Titulo = styled.h1` + color: white; + font-size: 35px; +`; + +export const Sair = styled.button` + padding: 5px 15px 5px 15px; + width: auto; + height: 30px; + background: white; + color: #58af9b; + font-family: 'Merriweather Sans', sans-serif; + font-size: 10px; + font-weight: bold; + border: solid 1px white; + border-radius: 10px; + transition: 200ms; + + &:hover { + background: red; + border: solid 1px red; + color: white; + } +`; diff --git a/riso_frontend/src/components/OutlineButton/index.jsx b/riso_frontend/src/components/OutlineButton/index.jsx new file mode 100644 index 00000000..63160e57 --- /dev/null +++ b/riso_frontend/src/components/OutlineButton/index.jsx @@ -0,0 +1,16 @@ +import React from "react"; +import PropsTypes from "prop-types"; +import { Button } from "./styled"; + +function OutlineButton({children, onClick}) { + return ( + + ); +}; + +OutlineButton.propsTypes = { + children: PropsTypes.node.isRequired, + onClick: PropsTypes.func, +} + +export default OutlineButton; \ No newline at end of file diff --git a/riso_frontend/src/components/OutlineButton/styled.js b/riso_frontend/src/components/OutlineButton/styled.js new file mode 100644 index 00000000..f25ac331 --- /dev/null +++ b/riso_frontend/src/components/OutlineButton/styled.js @@ -0,0 +1,21 @@ +import styled from 'styled-components'; + +export const Button = styled.button` + padding: 10px 40px 10px 40px; + width: auto; + height: 40px; + background: none; + border-radius: 20px; + font-family: 'Merriweather Sans', sans-serif; + font-weight: bold; + font-size: 12px; + color: white; + border: solid 2px; + transition: 200ms; + + &:hover { + background: white; + color: #58af9b; + border: solid 2px white; + } +`; diff --git a/riso_frontend/src/components/TextInput/index.jsx b/riso_frontend/src/components/TextInput/index.jsx new file mode 100644 index 00000000..398f8e01 --- /dev/null +++ b/riso_frontend/src/components/TextInput/index.jsx @@ -0,0 +1,17 @@ +import React from "react"; +import PropTypes from "prop-types"; +import { Input } from "./styled"; + +function TextInput({placeholder, onChange, type}) { + return ( + + ); +} + +TextInput.propTypes = { + placeholder: PropTypes.string.isRequired, + onChange: PropTypes.func, + type: PropTypes.string, +} + +export default TextInput; \ No newline at end of file diff --git a/riso_frontend/src/components/TextInput/styled.js b/riso_frontend/src/components/TextInput/styled.js new file mode 100644 index 00000000..9dbed635 --- /dev/null +++ b/riso_frontend/src/components/TextInput/styled.js @@ -0,0 +1,26 @@ +import styled from 'styled-components'; + +export const Input = styled.input` + ${props => props.type === 'password' && ` + background: #eeeee4; + margin: 12px; + height: 5vh; + width: 17vw; + padding-left: 10px; + border: 0px; + border-radius: 5px; + font-family: 'Merriweather Sans', sans-serif; + font-size: 10px; + `} + + background: #eeeee4; + margin: 12px; + height: 5vh; + width: 17vw; + padding-left: 10px; + border: 0px; + border-radius: 5px; + font-family: 'Merriweather Sans', sans-serif; + font-size: 10px; + +`; diff --git a/riso_frontend/src/components/addUnitModal/index.jsx b/riso_frontend/src/components/addUnitModal/index.jsx new file mode 100644 index 00000000..83c0d1f8 --- /dev/null +++ b/riso_frontend/src/components/addUnitModal/index.jsx @@ -0,0 +1,56 @@ +import React from "react"; +import { Card, CloseContainer, Texto, Titulo } from "./styled"; +import TextInput from "../TextInput"; +import { FillButton } from "../Button/styled"; +import PropsTypes from "prop-types"; +import { IoIosClose } from "react-icons/io"; + +function AddUnitModal({ + onChangeNome, + onChangeFuncionarios, + onChangeCNPJ, + onChangeEstado, + onChangeRua, + onChangeComplemento, + onChangeNumero, + onClickButton, + onClickClose + }) { + return ( + + + + + Crie uma Unidade + Digite o nome da sua nova Unidade: + + Digite o nome aproximado de funcionários: + + Digite o CNPJ da Unidade: + + + Digite os dados de endereço da Unidade: + + + + + +
+ Salvar + + ); +} + +AddUnitModal.propsTypes = { + OnChangeNome: PropsTypes.func.isRequired, + onChangeFuncionarios: PropsTypes.func.isRequired, + onChangeCNPJ: PropsTypes.func.isRequired, + onChangeEstado: PropsTypes.func.isRequired, + onChangeRua: PropsTypes.func.isRequired, + onChangeComplemento: PropsTypes.func.isRequired, + onChangeNumero: PropsTypes.func.isRequired, + onClickButton: PropsTypes.func.isRequired, + onClickClose: PropsTypes.func.isRequired +} + +export default AddUnitModal; \ No newline at end of file diff --git a/riso_frontend/src/components/addUnitModal/styled.js b/riso_frontend/src/components/addUnitModal/styled.js new file mode 100644 index 00000000..c8f9469e --- /dev/null +++ b/riso_frontend/src/components/addUnitModal/styled.js @@ -0,0 +1,33 @@ +import styled from 'styled-components'; + +export const Card = styled.div` + padding: 20px; + align-items: center; + display: flex; + justify-content: center; + flex-direction: column; + height: auto; + width: 55vh; + background: white; + border-radius: 10px; +`; + +export const CloseContainer = styled.div` + display: flex; + justify-content: flex-end; + align-items: center; + position: relative; + width: 100%; + height: auto; +`; + +export const Titulo = styled.h1` + color: #58af9b; + font-size: 27px; + margin-bottom: 15px; +`; + +export const Texto = styled.label` + font-family: 'Merriweather Sans', sans-serif; + font-size: 10px; +`; diff --git a/riso_frontend/src/index.js b/riso_frontend/src/index.js new file mode 100644 index 00000000..5d4fdcfa --- /dev/null +++ b/riso_frontend/src/index.js @@ -0,0 +1,16 @@ +import React from 'react'; +import ReactDOM from 'react-dom/client'; +import App from './App'; +import reportWebVitals from './reportWebVitals'; + +const root = ReactDOM.createRoot(document.getElementById('root')); +root.render( + + + +); + +// If you want to start measuring performance in your app, pass a function +// to log results (for example: reportWebVitals(console.log)) +// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals +reportWebVitals(); diff --git a/riso_frontend/src/pages/CadastroEmpresa/estilo.css b/riso_frontend/src/pages/CadastroEmpresa/estilo.css new file mode 100644 index 00000000..d21e327e --- /dev/null +++ b/riso_frontend/src/pages/CadastroEmpresa/estilo.css @@ -0,0 +1,32 @@ +.title-second { + color: #58af9b; + white-space: nowrap; /* Impede a quebra de linha */ + width: 100%; /* ou definir uma largura específica, como 200px */ +} + + +.label-input input { + width: 150%; /* Aumenta a largura para 100% do contêiner */ + padding: 15px; /* Aumenta o espaço interno dos inputs */ + font-size: 18px; /* Aumenta o tamanho da fonte */ + height: auto; /* Permite que o campo ajuste sua altura conforme o conteúdo */ + box-sizing: border-box; /* Inclui o padding e a borda no cálculo da largura e altura */ +} + +.container { + display: flex; + justify-content: center; + align-items: center; + height: 100vh; /* Garante que o contêiner ocupe 100% da altura da viewport */ + width: 100%; /* Garante que o contêiner ocupe 100% da largura da viewport */ + background-color: #ecf0f1; /* Cor de fundo */ +} + +.second-column { + width: 100%; /* Aumenta a largura da coluna */ + max-width: 600px; /* Define uma largura máxima para a coluna */ + padding: 20px; + background-color: #fff; /* Cor de fundo da coluna */ + border-radius: 8px; /* Bordas arredondadas */ + box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); /* Sombra para destacar o formulário */ +} diff --git a/riso_frontend/src/pages/CadastroEmpresa/index.jsx b/riso_frontend/src/pages/CadastroEmpresa/index.jsx new file mode 100644 index 00000000..d9260667 --- /dev/null +++ b/riso_frontend/src/pages/CadastroEmpresa/index.jsx @@ -0,0 +1,72 @@ +import React, { useState } from "react"; +import { useNavigate } from "react-router-dom"; +import { createUnit } from "../../services/unitServices"; +import './estilo.css'; + +function RegisterUnit() { + + const navigate = useNavigate(); + + const [unitName, setUnitName] = useState(''); + const [employeeNumber, setEmployeeNumber] = useState(''); + const [cnpj, setCnpj] = useState(''); + const [state, setState] = useState(''); + const [street, setStreet] = useState(''); + const [complement, setComplement] = useState(''); + const [number, setNumber] = useState(''); + + + const handleChangeUnitName = (event) => setUnitName(event.target.value); + const handleChangeEmployeeNumber = (event) => setEmployeeNumber(event.target.value); + const handleChangeCnpj = (event) => setCnpj(event.target.value); + const handleChangeState = (event) => setState(event.target.value); + const handleChangeStreet = (event) => setStreet(event.target.value); + const handleChangeComplement = (event) => setComplement(event.target.value); + const handleChangeNumber = (event) => setNumber(event.target.value); + + + async function newUnit(event) { + event.preventDefault(); + try { + const response = await createUnit(unitName, employeeNumber, cnpj, state, street, complement, number); + navigate('/HomePage'); + } catch (err) { + console.log(err.response); + } + } + + return ( + +
+
+
+

Registrar Nova Unidade/Empresa

+ + + + + + + + +
+
+
+ ); +} + +export default RegisterUnit; diff --git a/riso_frontend/src/pages/DashBoardPage/GraficoBarras.html b/riso_frontend/src/pages/DashBoardPage/GraficoBarras.html new file mode 100644 index 00000000..4eff9ba2 --- /dev/null +++ b/riso_frontend/src/pages/DashBoardPage/GraficoBarras.html @@ -0,0 +1,162 @@ + + + + + + Gráfico de Barra com Chart.js + + + +

Gráfico de Barras

+ + + + + + + + + + + + + diff --git a/riso_frontend/src/pages/DashBoardPage/GraficoLinhas.html b/riso_frontend/src/pages/DashBoardPage/GraficoLinhas.html new file mode 100644 index 00000000..781be10a --- /dev/null +++ b/riso_frontend/src/pages/DashBoardPage/GraficoLinhas.html @@ -0,0 +1,115 @@ + + + + + + Gráfico de Linhas com Chart.js + + + +

Gráfico de Linhas

+ + + + + + + + + + + + + diff --git a/riso_frontend/src/pages/DashBoardPage/index.jsx b/riso_frontend/src/pages/DashBoardPage/index.jsx new file mode 100644 index 00000000..a775b3d1 --- /dev/null +++ b/riso_frontend/src/pages/DashBoardPage/index.jsx @@ -0,0 +1,61 @@ +import React, { useEffect } from "react"; +import { useNavigate } from "react-router-dom"; +import NavBar from "../../components/NavBar"; +import { Card, Superior, TituloCard, SecaoDados } from "./styled"; + +function DashBoardPage() { + + //navigate + const navigate = useNavigate(); + + useEffect(() => { + // Adiciona face-api.min.js do diretório público + const faceApiScript = document.createElement("script"); + faceApiScript.src = "/face-api.min.js"; // Ajuste o caminho conforme necessário + faceApiScript.async = true; + + // Função para adicionar o script.js após face-api.min.js ser carregado + const addScriptJs = () => { + const script = document.createElement("script"); + script.src = "/script.js"; // Ajuste o caminho conforme necessário + script.async = true; + document.body.appendChild(script); + }; + + faceApiScript.onload = addScriptJs; + document.body.appendChild(faceApiScript); + + // Cleanup: remove os scripts quando o componente é desmontado + return () => { + document.body.removeChild(faceApiScript); + // Remove script.js se necessário + const existingScript = document.querySelector('script[src="/script.js"]'); + if (existingScript) { + document.body.removeChild(existingScript); + } + }; + }, []); + + return ( +
+ navigate('/HomePage')} text={'Voltar'}/> + + + + + +

Taxa de Risos do Dia

+ +

Total de Pessoas Identificadas:

+

Pessoas que Riram:

+

Pessoas que Não Riram:

+

Taxa de Risos: %

+ + + + +
+ ); +} + +export default DashBoardPage; \ No newline at end of file diff --git a/riso_frontend/src/pages/DashBoardPage/styled.js b/riso_frontend/src/pages/DashBoardPage/styled.js new file mode 100644 index 00000000..c2da2af0 --- /dev/null +++ b/riso_frontend/src/pages/DashBoardPage/styled.js @@ -0,0 +1,31 @@ +import styled from 'styled-components'; + +export const Superior = styled.div` + display: flex; + flex-direction: row; + margin: -85px 0px 0px 30px; +`; + +export const SecaoDados = styled.div` + display: flex; + flex-direction: column; + margin-top: 100px; + margin-left: 20px; + width: 70vw; +`; + +export const Card = styled.div` + display: flex; + justify-content: center; + flex-direction: column; + border: 2px solid #ccc; + padding: 20px; + border-radius: 10px; + box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); + background-color: #f9f9f9; +`; + +export const TituloCard = styled.h2` + color: #333; + margin-bottom: 15px; +`; \ No newline at end of file diff --git a/riso_frontend/src/pages/HomePage/index.jsx b/riso_frontend/src/pages/HomePage/index.jsx new file mode 100644 index 00000000..3cd4af9f --- /dev/null +++ b/riso_frontend/src/pages/HomePage/index.jsx @@ -0,0 +1,139 @@ +import React, { useEffect, useState } from "react"; +import Cookies from 'js-cookie'; +import NavBar from "../../components/NavBar"; +import { useNavigate } from "react-router-dom"; +import { CardRenderUnidades, ManipulacaoContainer, Modal, Pesquisa, UnidadesContainer, UnidadesRenderContainer, ConteinerPagina } from "./styled"; +import { FillButton } from "../../components/Button/styled"; +import AddUnitModal from "../../components/addUnitModal"; +import CodeModal from "../../components/CodeModal"; +import { createUnit, getAllUnits } from "../../services/unitServices"; +import { createRelationByUnitCode } from "../../services/userUnit"; + +function HomePage() { + + //navigate + const navigate = useNavigate(); + + const [units, setUnits] = useState([]); + const [unitName, setUnitName] = useState(''); + const [employeeNumber, setEmployeeNumber] = useState(''); + const [cnpj, setCnpj] = useState(''); + const [state, setState] = useState(''); + const [street, setStreet] = useState(''); + const [complement, setComplement] = useState(''); + const [number, setNumber] = useState(''); + const [code, setCode] = useState(''); + const [isVisible, setIsVisible] = useState(false); + const [isVisibleCode, setIsVisibleCode] = useState(false); + + const handleChangeUnitName = (event) => setUnitName(event.target.value); + const handleChangeEmployeeNumber = (event) => setEmployeeNumber(event.target.value); + const handleChangeCnpj = (event) => setCnpj(event.target.value); + const handleChangeState = (event) => setState(event.target.value); + const handleChangeStreet = (event) => setStreet(event.target.value); + const handleChangeComplement = (event) => setComplement(event.target.value); + const handleChangeNumber = (event) => setNumber(event.target.value); + const handleChangeCode = (event) => setCode(event.target.value); + + const modalIsVisible = () => setIsVisible(!isVisible); + const modalCodeIsVisible = () => setIsVisibleCode(!isVisibleCode); + + // Função para buscar todas as unidades + const fetchUnits = async () => { + try { + const response = await getAllUnits(); + setUnits(response.data.unit); // Define o state com as unidades recebidas + } catch (error) { + console.log("Erro ao buscar unidades:", error); + } + }; + + // Chama a função de busca quando o componente monta + useEffect(() => { + fetchUnits(); + }, []); + + // Função para criar nova unidade e atualizar a lista + const newUnit = async (event) => { + event.preventDefault(); + try { + await createUnit(unitName, employeeNumber, cnpj, state, street, complement, number); + fetchUnits(); // Atualiza a lista de unidades após a criação + setIsVisible(false); // Fecha o modal após criar a unidade + } catch (err) { + console.log(err.response); + } + }; + + const searchUnit = async (event) => { + event.preventDefault(); + try { + await createRelationByUnitCode(code); + fetchUnits(); + setIsVisibleCode(false); + } catch (err) { + console.log(err.response); + } + } + + function logOut() { + Cookies.remove("token"); + navigate('/'); + } + + return ( + + + + + + Criar Unidade + Entrar em Unidade + + + + + {isVisible ? ( + + + + ) : ( + <> + )} + + {isVisibleCode ? ( + + + + ) : ( + <> + )} + + + {(units || []).map((unit) => ( + navigate('/Dashboard')}> +

{unit.name}

+ + ))} + + + + + ); +} + +export default HomePage; \ No newline at end of file diff --git a/riso_frontend/src/pages/HomePage/styled.js b/riso_frontend/src/pages/HomePage/styled.js new file mode 100644 index 00000000..895f761e --- /dev/null +++ b/riso_frontend/src/pages/HomePage/styled.js @@ -0,0 +1,81 @@ +import styled from 'styled-components'; + +export const ConteinerPagina = styled.div` + overflow-x: hidden; /* Bloqueia o scroll horizontal */ + overflow-y: hidden; /* Bloqueia o scroll horizontal */ + overflow-wrap: break-word; /* Quebra o conteúdo longo, evitando scroll */ + max-width: 100%; /* Impede que o conteúdo ultrapasse a largura da tela */ + max-height: 100%; +`; + +export const Modal = styled.div` + z-index: 1000; + position: fixed; + top: 0; + left: 0; + display: flex; + justify-content: center; + align-items: center; + background: rgba(0, 0, 0, 0.5); /* Fundo semitransparente */ + width: 100vw; + height: 100vh; +`; + +export const ManipulacaoContainer = styled.div` + width: 100vw; + height: 90px; + align-items: center; + margin-top: 80px; + padding: 25px; + display: flex; + flex-direction: row; + justify-content: space-between; +`; + +export const Pesquisa = styled.input` + font-family: 'Merriweather Sans', sans-serif; + font-size: 12px; + padding: 10px; + background: white; + border: solid 1px #58af9b; + border-radius: 15px; + width: 65vw; + height: 35px; +`; + +export const UnidadesContainer = styled.div` + display: flex; + flex-direction: row; +`; + +export const UnidadesRenderContainer = styled.div` + display: flex; + flex-direction: column; + align-items: center; + width: 100vw; + height: 100vh; + margin-top: 20px; + max-width: 100%; +` + +export const CardRenderUnidades = styled.div` + display: flex; + padding: 40px; + margin-bottom: 15px; + border: solid 4px #58af9b; + flex-direction: row; + align-items: center; + background: white; + height: 100px; + width: 95vw; + color: #58af9b; + border-radius: 20px; + box-shadow: 2px 2px 20px 1px rgba(0, 0, 0, 0.1); + cursor: pointer; + transition: 300ms; + + &:hover{ + background: #58af9b; + color: white; + } +`; \ No newline at end of file diff --git a/riso_frontend/src/pages/LoginPage/index.jsx b/riso_frontend/src/pages/LoginPage/index.jsx new file mode 100644 index 00000000..984a226e --- /dev/null +++ b/riso_frontend/src/pages/LoginPage/index.jsx @@ -0,0 +1,126 @@ +import React, {useState} from "react"; +import { useNavigate } from "react-router-dom"; +import { Box, Container, BlueFrame, WhiteFrame, TituloBlue, Texto, TituloWhite, TextoBlack, Warning, Espaco, LinkTexto } from "./styled"; +import OutlineButton from "../../components/OutlineButton"; +import TextInput from "../../components/TextInput"; +import FillButton from "../../components/Button"; +import Cookies from 'js-cookie'; + +import { loginUser } from "../../services/userServices"; + +function LoginPage() { + + //navigate + const navigate = useNavigate(); + + const [email, setEmail] = useState(''); + const [password, setPassword] = useState(''); + const [warning, setWarning] = useState(0); + + //Mudando o dado no input do email + const handleChangeEmail = (event) => { + setEmail(event.target.value); + } + + //Mudando o dado no input da Senha + const handleChangePassword = (event) => { + setPassword(event.target.value); + } + + async function login(event) { + event.preventDefault(); + try { + const response = await loginUser(email, password); + setWarning(false); + Cookies.set("token", response.data.token, { expires: 1 }); + navigate('/homePage'); + } catch (err) { + if (err.response) { + if (err.response.status === 400) { + setWarning(1); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 404 && err.response.data.substatus === 1) { + setWarning(2); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 404 && !err.response.data.substatus) { + setWarning(7); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 500) { + setWarning(6); + setTimeout(() => { + setWarning(0); + }, 2000); + } else { + console.log(err); + } + } else { + console.error("Erro de conexão, banco inativo ou problema inesperado:", err.message); + setWarning(5); + setTimeout(() => { + setWarning(0); + }, 2000); + } + } + } + + function toRegisterPage() { + navigate('/'); + } + + return ( + + + +
+ Entrar + Preencha com o email e senha para entrar + + + + +
+ + {warning === 1 ? ( + Senha ou Email incorretos! + ) : warning === 2 ? ( + Conta não Registrada! + ) : warning === 6 ? ( + Houve algum problema nosso! + ) : warning === 5 ? ( + Serviço de dados inativo! + ) : warning === 7 ? ( + Serviço de dados inativo! + ) : ( + + )} + + Esqueci Minha Senha? + +
+
+ + Entrar +
+ + +
+ + Olá, não possui conta? + + + Insira suas informações pessoais e comece sua jornada conosco. + Criar +
+ + + + ) +}; + +export default LoginPage; \ No newline at end of file diff --git a/riso_frontend/src/pages/LoginPage/styled.js b/riso_frontend/src/pages/LoginPage/styled.js new file mode 100644 index 00000000..31d01c78 --- /dev/null +++ b/riso_frontend/src/pages/LoginPage/styled.js @@ -0,0 +1,87 @@ +import styled from 'styled-components'; + +export const Container = styled.div` + width: 100vw; + height: 100vh; + display: flex; + flex-direction: row; + justify-content: center; + align-items: center; +`; + +export const Box = styled.div` + display: flex; + flex-direction: row; + width: 60vw; + height: 60vh; + background: #fff; + border-radius: 15px; +`; + +export const BlueFrame = styled.div` + padding: 30px 30px 30px 30px; + display: flex; + flex-direction: column; + justify-content: center; + width: 28vw; + height: 60vh; + background-color: #58af9b; + border-radius: 0px 15px 15px 0px; +`; + +export const WhiteFrame = styled.div` + padding: 10px 20px 10px 20px; + display: flex; + justify-content: center; + flex-direction: column; + width: 32vw; + height: 60vh; + border-radius: 15px 0px 0px 15px; +`; + +export const TituloBlue = styled.h1` + color: white; + font-size: 35px; + margin: 20px; +`; + +export const TituloWhite = styled.h1` + color: #58af9b; + font-size: 35px; +`; + +export const Texto = styled.p` + font-family: 'Merriweather Sans', sans-serif; + font-size: 13px; + color: white; + margin: 20px; +`; + +export const TextoBlack = styled.p` + font-family: 'Merriweather Sans', sans-serif; + font-size: 13px; + color: #58af9b; + margin: 20px; +`; + +export const Warning = styled.p` + height: 10px; + font-size: 12px; + text-align: center; + color: red; + margin: 10px; + margin-bottom: 18px; +`; + +export const Espaco = styled.div` + height: 38px; +`; + +export const LinkTexto = styled.a` + font-family: 'Merriweather Sans', sans-serif; + text-decoration: underline; + font-size: 13px; + color: #58af9b; + margin: 20px; + cursor: pointer; +`; \ No newline at end of file diff --git a/riso_frontend/src/pages/RegisterPage/index.jsx b/riso_frontend/src/pages/RegisterPage/index.jsx new file mode 100644 index 00000000..95563b19 --- /dev/null +++ b/riso_frontend/src/pages/RegisterPage/index.jsx @@ -0,0 +1,130 @@ +import React, {useState} from "react"; +import { useNavigate } from "react-router-dom"; +import { Box, Container, BlueFrame, WhiteFrame, TituloBlue, Texto, TituloWhite, TextoBlack, Warning, Espaco } from "./styled"; +import OutlineButton from "../../components/OutlineButton"; +import TextInput from "../../components/TextInput"; +import FillButton from "../../components/Button"; +import Cookies from 'js-cookie'; + +import { createUser } from "../../services/userServices"; + +function RegisterPage() { + + //navigate + const navigate = useNavigate(); + + //Estados: + const [name, setName] = useState(''); + const [email, setEmail] = useState(''); + const [password, setPassword] = useState(''); + const [warning, setWarning] = useState(0); + + //Mudando o dado no input do email + const handleChangeName = (event) => { + setName(event.target.value); + } + + //Mudando o dado no input do email + const handleChangeEmail = (event) => { + setEmail(event.target.value); + } + + //Mudando o dado no input da Senha + const handleChangePassword = (event) => { + setPassword(event.target.value); + } + + async function upUser(event) { + event.preventDefault(); + try { + const response = await createUser(name, email, password); + setWarning(false); + Cookies.set("token", response.data.token, { expires: 1 }); + navigate('/homePage'); + } catch (err) { + // Verifica se err.response está definido + if (err.response) { + if (err.response.status === 400 && err.response.data.substatus === 1) { + setWarning(3); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 400 && err.response.data.substatus === 2) { + setWarning(4); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 400 && err.response.data.substatus === 3) { + setWarning(8); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 404 && !err.response.data.substatus) { + setWarning(7); + setTimeout(() => { + setWarning(0); + }, 2000); + } else if (err.response.status === 500) { + setWarning(6); + setTimeout(() => { + setWarning(0); + }, 2000); + } else { + console.log(err); + } + } else { + console.error("Erro de conexão, banco inativo ou problema inesperado:", err.message); + setWarning(5); + setTimeout(() => { + setWarning(0); + }, 2000); + } + } + } + + function toLoginPage() { + navigate('/Login'); + } + + return ( + + + +
+ Seja bem Vindo ao RISO! + Para manter-se conectado conosco. Por favor, faça login com suas informações pessoais. + Entrar +
+ + +
+ Criar Conta + Use o seu email para registrar + + + +
+ {warning === 3 ? ( + Preencha todos os campos! + ) : warning === 4 ? ( + Este email já foi cadastrado! + ) : warning === 5 ? ( + Serviço de dados inativo! + ) : warning === 6 ? ( + Houve algum problema nosso! + ) : warning === 7 ? ( + Serviço de dados inativo! + ) : warning === 8? ( + Email no formato Incorreto! + ) : ( + + )} + Criar +
+ + + + ) +}; + +export default RegisterPage; \ No newline at end of file diff --git a/riso_frontend/src/pages/RegisterPage/styled.js b/riso_frontend/src/pages/RegisterPage/styled.js new file mode 100644 index 00000000..fc78b0d2 --- /dev/null +++ b/riso_frontend/src/pages/RegisterPage/styled.js @@ -0,0 +1,78 @@ +import styled from 'styled-components'; + +export const Container = styled.div` + width: 100vw; + height: 100vh; + display: flex; + flex-direction: row; + justify-content: center; + align-items: center; +`; + +export const Box = styled.div` + display: flex; + flex-direction: row; + width: 60vw; + height: 60vh; + background: #fff; + border-radius: 15px; +`; + +export const BlueFrame = styled.div` + padding: 30px 30px 30px 30px; + display: flex; + flex-direction: column; + justify-content: center; + width: 28vw; + height: 60vh; + background-color: #58af9b; + border-radius: 15px 0px 0px 15px; +`; + +export const WhiteFrame = styled.div` + padding: 10px 20px 10px 20px; + display: flex; + justify-content: center; + flex-direction: column; + width: 32vw; + height: 60vh; + border-radius: 0px 15px 15px 0px; +`; + +export const TituloBlue = styled.h1` + color: white; + font-size: 35px; + margin: 20px; +`; + +export const TituloWhite = styled.h1` + color: #58af9b; + font-size: 35px; +`; + +export const Texto = styled.p` + font-family: 'Merriweather Sans', sans-serif; + font-size: 13px; + color: white; + margin: 20px; +`; + +export const TextoBlack = styled.p` + font-family: 'Merriweather Sans', sans-serif; + font-size: 13px; + color: #58af9b; + margin: 20px; +`; + +export const Warning = styled.p` + height: 10px; + font-size: 12px; + text-align: center; + color: red; + margin: 10px; + margin-bottom: 18px; +`; + +export const Espaco = styled.div` + height: 38px; +`; \ No newline at end of file diff --git a/riso_frontend/src/reportWebVitals.js b/riso_frontend/src/reportWebVitals.js new file mode 100644 index 00000000..5253d3ad --- /dev/null +++ b/riso_frontend/src/reportWebVitals.js @@ -0,0 +1,13 @@ +const reportWebVitals = onPerfEntry => { + if (onPerfEntry && onPerfEntry instanceof Function) { + import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => { + getCLS(onPerfEntry); + getFID(onPerfEntry); + getFCP(onPerfEntry); + getLCP(onPerfEntry); + getTTFB(onPerfEntry); + }); + } +}; + +export default reportWebVitals; diff --git a/riso_frontend/src/services/unitServices.js b/riso_frontend/src/services/unitServices.js new file mode 100644 index 00000000..7a446cc2 --- /dev/null +++ b/riso_frontend/src/services/unitServices.js @@ -0,0 +1,62 @@ +import axios from 'axios'; +import Cookies from 'js-cookie'; + +const baseURL = 'http://localhost:3000'; + +export function getAllUnits(){ + const response = axios.get( + `${baseURL}/unit/findAllUnit`, + { + headers: { + Authorization: `Bearer ${Cookies.get("token")}`, + }, + } + ); + + return response; +}; + +export function createUnit(nameData, numberOfficialsData, cnpjData, stateData, streetData, complementData, numberData){ + const body = { + name: nameData, + numberOfficials: numberOfficialsData, + cnpj: cnpjData, + state: stateData, + street: streetData, + complement: complementData, + }; + + if (numberData) body.number = numberData; + + const response = axios.post( + `${baseURL}/unit/createUnit`, + body, + { + headers: { + Authorization: `Bearer ${Cookies.get("token")}`, + }, + } + ); + + return response; +}; + +export function updateUnit (id ,nameData, numberOfficialsData, cnpjData, stateData, streetData, complementData, numberData){ + const body = {} + + if (nameData) body.name = nameData; + if (numberOfficialsData) body.numberOfficials = numberOfficialsData; + if (cnpjData) body.cnpj = cnpjData; + if (stateData) body.state = stateData; + if (streetData) body.street = streetData; + if (complementData) body.complement = complementData; + if (numberData) body.number = numberData; + + const response = axios.patch(`${baseURL}/unit/updateUnit/${id}`, body); + return response; +}; + +export function deleteUnit (id){ + const response = axios.delete(`${baseURL}/unit/deleteUnit/${id}`); + return response; +} \ No newline at end of file diff --git a/riso_frontend/src/services/userServices.js b/riso_frontend/src/services/userServices.js new file mode 100644 index 00000000..b49c8bad --- /dev/null +++ b/riso_frontend/src/services/userServices.js @@ -0,0 +1,41 @@ +import axios from 'axios'; + +const baseURL = 'http://localhost:3000'; + +export function createUser(nameData, emailData, passwordData){ + const body = { + name: nameData, + email: emailData, + password: passwordData, + }; + + const response = axios.post(`${baseURL}/user/createUser`, body); + + return response; +}; + +export function loginUser (email, password){ + const body = { + email: email, + password: password, + } + + const response = axios.post(`${baseURL}/user/loginUser`, body); + return response; +}; + +export function updateUser (id, nome, email, password){ + const body = {} + + if (nome) body.nome = nome; + if (email) body.email = email; + if (password) body.password = password; + + const response = axios.patch(`${baseURL}/user/updateUser/${id}`, body); + return response; +} + +export function deleteUser (id){ + const response = axios.delete(`${baseURL}/user/deleteUser/${id}`); + return response; +} \ No newline at end of file diff --git a/riso_frontend/src/services/userUnit.js b/riso_frontend/src/services/userUnit.js new file mode 100644 index 00000000..a1ceba1f --- /dev/null +++ b/riso_frontend/src/services/userUnit.js @@ -0,0 +1,22 @@ +import axios from "axios"; +import Cookies from 'js-cookie'; + +const baseURL = 'http://localhost:3000'; + +export function createRelationByUnitCode(code){ + const body = { + code: code, + } + + const response = axios.post( + `${baseURL}/unitUser/createRelationByUnitCode`, + body, + { + headers: { + Authorization: `Bearer ${Cookies.get("token")}`, + }, + } + ); + + return response; +} \ No newline at end of file diff --git a/riso_frontend/src/setupTests.js b/riso_frontend/src/setupTests.js new file mode 100644 index 00000000..8f2609b7 --- /dev/null +++ b/riso_frontend/src/setupTests.js @@ -0,0 +1,5 @@ +// jest-dom adds custom jest matchers for asserting on DOM nodes. +// allows you to do things like: +// expect(element).toHaveTextContent(/react/i) +// learn more: https://github.com/testing-library/jest-dom +import '@testing-library/jest-dom';