diff --git a/LICENSE b/LICENSE
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--- /dev/null
+++ b/LICENSE
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+ GNU AFFERO GENERAL PUBLIC LICENSE
+ Version 3, 19 November 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc.
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
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+
+ END OF TERMS AND CONDITIONS
+
+ How to Apply These Terms to Your New Programs
+
+ If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+ To do so, attach the following notices to the program. It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+
+ Copyright (C)
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU Affero General Public License as published
+ by the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU Affero General Public License for more details.
+
+ You should have received a copy of the GNU Affero General Public License
+ along with this program. If not, see .
+
+Also add information on how to contact you by electronic and paper mail.
+
+ If your software can interact with users remotely through a computer
+network, you should also make sure that it provides a way for users to
+get its source. For example, if your program is a web application, its
+interface could display a "Source" link that leads users to an archive
+of the code. There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+ You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+.
\ No newline at end of file
diff --git a/README.md b/README.md
index 7f577cf..2126246 100644
--- a/README.md
+++ b/README.md
@@ -1,55 +1,65 @@
-# Monitor Cidadão
+## Monitor Cidadão - Camada de Dados
+O Monitor Cidadão é um sistema desenvolvido através da parceria entre a CampinaTec e o laboratório Analytics, da Universidade Federal de Campina Grande-PB, com finalidade de possibilitar aos cidadãos o acompanhamento dos contratos realizados pelos municípios do estado da Paraíba.
-Repositório do projeto Monitor Cidadão. Ufcg + Laboratório Analytics + CampinaTec.
+## Camada de Dados
-## Módulo de Busca e Processamento
-Os serviços deste módulo utilizam docker para configuração do ambiente e execução do script.
+A Camada de dados consiste em uma arquitetura que fornece meios para a extração e tratamento de dados provindos de diversas fontes. Essa estrutura é formada por quatro subcategorias distintas com suas próprias responsabilidades:
-Instale o [docker](https://docs.docker.com/install/) e o [docker-compose](https://docs.docker.com/compose/install/). Tenha certeza que você também tem o [Make](https://www.gnu.org/software/make/) instalado.
+* **Fetch** : responsável por buscar os dados em suas fontes;
+* **Tradutor**: responsável por traduzir os dados para um formato tabular - especialmente útil para dados que são disponibilizados em formato *.csv*;
+* **Transformador**: realiza manipulações nos dados como, por exemplo, joins;
+* **Preditor**: encapsula diversas funções para a realização das predições em torno dos contratos públicos.
-Obs: todos comandos citados nesse README utilizam o make como facilitador para execução. Caso você queira executar os comandos docker diretamente confira o código correspondende a seu comando no arquivo `Makefile` na raiz desse repositório.
+Abaixo é apresentado o fluxo de dados geral das camadas citadas acima.
-### Setup
+![Fluxo de dados](https://github.com/analytics-ufcg/monitor-cidadao/blob/dev/img/data-pipeline.png?raw=true)
-#### Acesso à VM
-Para que nossos serviços tenham o devido acesso aos dados (hospedados em uma Máquina Virtual remota e privada), preencha os arquivos em `fetcher/credenciais` com as credenciais e chaves necessárias.
+## Tecnologias/framework usadas
-#### Acesso aos Bancos
+Desenvolvido em:
+- [R](https://www.r-project.org/)
-Crie uma cópia do arquivo .env.sample no diretório raiz desse repositório e renomeie para .env (deve também estar no diretório raiz desse repositório)
+## Setup
+Os serviços deste módulo utilizam docker para configuração do ambiente e execução do script. Instale o [docker](https://docs.docker.com/install/), [docker-compose](https://docs.docker.com/compose/install/) e tenha certeza que você também tem o [Make](https://www.gnu.org/software/make/) instalado.
-Preencha as variáveis contidas no .env.sample também para o .env. Altere os valores conforme sua necessidade.
+Adicione os seguintes arquivos com variáveis de ambiente e credenciais:
+ - Adicione o arquivo [*.env*](https://doc-08-6s-docs.googleusercontent.com/docs/securesc/qph2akfo04c7b0qviq0omfmbqectvj9r/90pf21leaqv39j5e5hjskd5tf70b2ekb/1593364725000/02066499184667500127/02066499184667500127/1cnKe1G0nO0SukbyHM06iVZ0t1CcPv0H1?e=download&authuser=0&nonce=v1c2japd9r2tu&user=02066499184667500127&hash=kddfpumuv1enicl51mbg80p5a7f5fdj0) na pasta raiz do projeto;
+ - Adicione os arquivos [*config*, *id_rsa*, *id_rsa.pub* e *known_hosts*](https://drive.google.com/drive/u/0/folders/1QgxQlKgNCvGtUrFAXSl-mm0S3z2GZ2XV) na pasta fetcher/credenciais.
-#### Serviços
-Faça o build das imagens docker com as dependências:
+## Como usar?
+Nesta camada o make é utilizado como facilitador para execução. Abaixo estão descritos os passos necessários para importar os dados para o banco de dados Analytics (também chamado de AL_DB):
-sudo make build
+ 1. Faça o build das imagens necessárias com `sudo make build`;
+ 2. Crie e inicie os containers do docker com `sudo make up`;
+ 3. Obtenha os dados através do `sudo make fetch-data`. Nesta etapa você também pode testar a integridade dos dados obtidos utilizando os testes unitários de cada tabela com `sudo docker exec -it fetcher sh -c "Rscript tests/.R"`;
+ 4. Traduza e transforme os dados colhidos `sudo make transform-data`;
+ 5. Crie as tabelas no banco AL_DB com `sudo make feed-al-create`;
+ 6. Agora importe os dados para as tabelas do banco com `sudo make feed-al-import`;
+ 7. Você pode verificar se a(s) tabela(s) estão no banco com `sudo make feed-al-shell` e `\dt`.
-Execute os serviços:
+Caso você queira executar os comandos docker diretamente, confira o código correspondente a seu comando no arquivo `Makefile`. Abaixo estão todos os comandos disponíveis para serem executados com `sudo make `:
+Comando | Descrição
+------------ | -------------
+help |Mostra esta mensagem de ajuda
+build | Realiza o build das imagens com as dependências necessárias para a obtenção dos dados.
+up | Cria e inicia os containers.
+stop | Para todos os serviços.
+clean-volumes | Para e remove todos os volumes.
+enter-fetcher-container | Abre cli do container fetcher
+fetch-data | Obtem dados
+enter-transformer-container | Abre cli do container transformador
+transform-data | Traduz e transforma os dados colhidos
+enter-feed-al-container | Abre cli do container feed-al
+feed-al-create | Cria as tabelas do Banco de Dados Analytics
+feed-al-import | Importa dados para as tabelas do Banco de Dados Analytics
+feed-al-clean | Dropa as tabelas do Banco de Dados Analytics
+feed-al-shell | Acessa terminal do Banco de Dados Analytics
-sudo make run
-
-## Executando back-end (server)
-
-A execução do back-end ainda não está sendo feita com o auxílio do docker. Dessa forma, antes de tudo, garanta que você tenha instalado em sua máquina o **nodejs**, **npm** e o **nodemon**.
-
-Adicione as informações do SQLServer no .env (essas informações estão no arquivo '07 - Instruções e Acessos Monitor Cidadão') .
-- SQLSERVER_SAGRES19_HOST
-- SQLSERVER_SAGRES19_Database
-- SQLSERVER_SAGRES19_USER
-- SQLSERVER_SAGRES19_PASS
-- SQLSERVER_SAGRES19_PORT
-
-
-Agora, para executar, bastar entrar na pasta **server** via terminal e inserir o comando:
- > nodemon
-
- Você pode testar se tudo deu certo com o link abaixo:
- > [http://localhost:3000/api/licitacoes](http://localhost:3000/api/licitacoes)
-
+## License
+GNU Affero General Public License v3.0 © [Monitor Cidadão]()
diff --git a/fetcher/README.md b/fetcher/README.md
index 20ed376..19d4b38 100644
--- a/fetcher/README.md
+++ b/fetcher/README.md
@@ -1,11 +1,37 @@
-# Fetcher
-Este diretório contém as funções e rotinas necessárias para a busca e obtenção dos dados utilizados na aplicação Monitor Cidadão, compondo a camada *Fetcher* da mesma.
+# Fetcher
+
+Este diretório contém as funções e rotinas necessárias para a busca e obtenção dos dados utilizados na aplicação Monitor Cidadão, compondo a camada *Fetcher* da mesma.
Os dados serão salvos sem qualquer tratamento para posterior processamento.
## Bases de dados utilizadas para o desenvolvimento dos modelos do Monitor Cidadão
### SAGRES
-
O Sistema de Acompanhamento da Gestão e Recursos da Sociedade (SAGRES) é um sistema voltado para o acompanhamento de atos (eg. compras públicas) dos gestores públicos, e permite o acesso de informações sobre a execução orçamentária e financeira da administração estadual, prefeituras e câmaras municipais. Os dados nele contidos estão disponibilizados de forma bruta, ou seja, conforme foram recebidos.
+
+Abaixo está a listagem das tabelas adicionadas ([seguindo as convenções de nomenclaturas](https://martendb.io/documentation/postgres/naming/)):
+
+| SAGRES| Fetcher | Tradutor | Transformador | Script Feed | AL_DB|
+|:-:|:-:|:-:|:-:|:-:|:-:|
+| Aditivos | x | x | x | | |
+| Codigo_ElementoDespesa | x | x | x | | |
+| Codigo_Funcao | x | x | x | | |
+| Codigo_Municipios | x | x | x | x | municipio |
+| Codigo_Subelemento | x | x | x | | |
+| Codigo_Subfuncao | x | x | x | | |
+| Codigo_Unidade_Gestora | x | x | x | | |
+| Contratos |x | x | x | x | contrato |
+| Convenios | x | x | x | | |
+| Empenhos | x | x | x | | |
+| Licitacao | x | x | x | x | licitacao |
+| Pagamentos | x | x | x | | |
+| RegimeExecucao | x | x | x | | |
+| Tipo_Modalidade_Licitacao | x | x | x | | |
+| Tipo_Objeto_Licitacao | x | x | x | | |
+
+
+
+
+
+
\ No newline at end of file
diff --git a/img/data-pipeline.png b/img/data-pipeline.png
new file mode 100644
index 0000000..ec52aed
Binary files /dev/null and b/img/data-pipeline.png differ
diff --git a/server/.DS_Store b/server/.DS_Store
deleted file mode 100644
index feca861..0000000
Binary files a/server/.DS_Store and /dev/null differ
diff --git a/server/package-lock.json b/server/package-lock.json
deleted file mode 100644
index c9686bb..0000000
--- a/server/package-lock.json
+++ /dev/null
@@ -1,1317 +0,0 @@
-{
- "name": "server",
- "version": "1.0.0",
- "lockfileVersion": 1,
- "requires": true,
- "dependencies": {
- "@azure/ms-rest-azure-env": {
- "version": "1.1.2",
- "resolved": "https://registry.npmjs.org/@azure/ms-rest-azure-env/-/ms-rest-azure-env-1.1.2.tgz",
- "integrity": "sha512-l7z0DPCi2Hp88w12JhDTtx5d0Y3+vhfE7JKJb9O7sEz71Cwp053N8piTtTnnk/tUor9oZHgEKi/p3tQQmLPjvA=="
- },
- "@azure/ms-rest-js": {
- "version": "1.8.15",
- "resolved": "https://registry.npmjs.org/@azure/ms-rest-js/-/ms-rest-js-1.8.15.tgz",
- "integrity": "sha512-kIB71V3DcrA4iysBbOsYcxd4WWlOE7OFtCUYNfflPODM0lbIR23A236QeTn5iAeYwcHmMjR/TAKp5KQQh/WqoQ==",
- "requires": {
- "@types/tunnel": "0.0.0",
- "axios": "^0.19.0",
- "form-data": "^2.3.2",
- "tough-cookie": "^2.4.3",
- "tslib": "^1.9.2",
- "tunnel": "0.0.6",
- "uuid": "^3.2.1",
- "xml2js": "^0.4.19"
- }
- },
- "@azure/ms-rest-nodeauth": {
- "version": "2.0.2",
- "resolved": "https://registry.npmjs.org/@azure/ms-rest-nodeauth/-/ms-rest-nodeauth-2.0.2.tgz",
- "integrity": "sha512-KmNNICOxt3EwViAJI3iu2VH8t8BQg5J2rSAyO4IUYLF9ZwlyYsP419pdvl4NBUhluAP2cgN7dfD2V6E6NOMZlQ==",
- "requires": {
- "@azure/ms-rest-azure-env": "^1.1.2",
- "@azure/ms-rest-js": "^1.8.7",
- "adal-node": "^0.1.28"
- }
- },
- "@js-joda/core": {
- "version": "2.0.0",
- "resolved": "https://registry.npmjs.org/@js-joda/core/-/core-2.0.0.tgz",
- "integrity": "sha512-OWm/xa9O9e4ugzNHoRT3IsXZZYfaV6Ia1aRwctOmCQ2GYWMnhKBzMC1WomqCh/oGxEZKNtPy5xv5//VIAOgMqw=="
- },
- "@types/node": {
- "version": "14.0.10",
- "resolved": "https://registry.npmjs.org/@types/node/-/node-14.0.10.tgz",
- "integrity": "sha512-Bz23oN/5bi0rniKT24ExLf4cK0JdvN3dH/3k0whYkdN4eI4vS2ZW/2ENNn2uxHCzWcbdHIa/GRuWQytfzCjRYw=="
- },
- "@types/readable-stream": {
- "version": "2.3.6",
- "resolved": "https://registry.npmjs.org/@types/readable-stream/-/readable-stream-2.3.6.tgz",
- "integrity": "sha512-uDkWF5fMUoiWkX+2PU+b37Byq+2etK5YLZOiVSPy40TLbUdwN5jO+9i/E4HZ3B50ezB1SGo8voHdj9UuzBnzEA==",
- "requires": {
- "@types/node": "*",
- "safe-buffer": "*"
- }
- },
- "@types/tunnel": {
- "version": "0.0.0",
- "resolved": "https://registry.npmjs.org/@types/tunnel/-/tunnel-0.0.0.tgz",
- "integrity": "sha512-FGDp0iBRiBdPjOgjJmn1NH0KDLN+Z8fRmo+9J7XGBhubq1DPrGrbmG4UTlGzrpbCpesMqD0sWkzi27EYkOMHyg==",
- "requires": {
- "@types/node": "*"
- }
- },
- "accepts": {
- "version": "1.3.7",
- "resolved": "https://registry.npmjs.org/accepts/-/accepts-1.3.7.tgz",
- "integrity": "sha512-Il80Qs2WjYlJIBNzNkK6KYqlVMTbZLXgHx2oT0pU/fjRHyEp+PEfEPY0R3WCwAGVOtauxh1hOxNgIf5bv7dQpA==",
- "requires": {
- "mime-types": "~2.1.24",
- "negotiator": "0.6.2"
- }
- },
- "adal-node": {
- "version": "0.1.28",
- "resolved": "https://registry.npmjs.org/adal-node/-/adal-node-0.1.28.tgz",
- "integrity": "sha1-RoxLs+u9lrEnBmn0ucuk4AZepIU=",
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- "request": ">= 2.52.0",
- "underscore": ">= 1.3.1",
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diff --git a/server/package.json b/server/package.json
deleted file mode 100644
index 428614c..0000000
--- a/server/package.json
+++ /dev/null
@@ -1,22 +0,0 @@
-{
- "name": "server",
- "version": "1.0.0",
- "description": "",
- "main": "src/app.js",
- "scripts": {
- "test": "echo \"Error: no test specified\" && exit 1"
- },
- "keywords": [],
- "author": "",
- "license": "ISC",
- "dependencies": {
- "cors": "^2.8.5",
- "dotenv": "^8.2.0",
- "express": "^4.17.1",
- "express-promise-router": "^3.0.3",
- "mssql": "^6.2.0",
- "pg": "^8.2.1",
- "sequelize": "^5.21.11",
- "tedious": "^8.3.0"
- }
-}
diff --git a/server/src/app.js b/server/src/app.js
deleted file mode 100644
index b444278..0000000
--- a/server/src/app.js
+++ /dev/null
@@ -1,27 +0,0 @@
-/**
- * Arquivo: app.js
- * Descrição: arquivo responsável por toda a configuração da aplicação.
- */
-
-const express = require('express');
-const cors = require('cors');
-
-const app = express();
-
-// ==> Rotas da API:
-const licitacoesRoute = require('./routes/licitacoes.routes');
-
-app.use(express.urlencoded({ extended: true }));
-app.use(express.json());
-app.use(express.json({ type: 'application/vnd.api+json' }));
-app.use(cors());
-
-app.use('/api/', licitacoesRoute);
-
-module.exports = app;
-
-const port = 3000;
-
-app.listen(port, () => {
- console.log('Aplicação executando na porta ', port);
-});
diff --git a/server/src/config/credentials.js b/server/src/config/credentials.js
deleted file mode 100644
index 9496284..0000000
--- a/server/src/config/credentials.js
+++ /dev/null
@@ -1,28 +0,0 @@
-/**
- * Arquivo: config/credentials.js
- * Descrição: arquivo responsável por recuperar as configurações de
- * cada banco de dados utilizado.
- */
-
-const path = require('path')
-// Define o caminho para o .env inicial
-require('dotenv').config({ path: path.resolve(__dirname, '../../../.env') });
-
-// configurações dos bancos de dados
-module.exports = {
- SAGRES: {
- username: process.env.SQLSERVER_SAGRES19_USER,
- host: process.env.SQLSERVER_SAGRES19_HOST,
- database: process.env.SQLSERVER_SAGRES19_Database,
- password: process.env.SQLSERVER_SAGRES19_PASS,
- port: parseInt(process.env.SQLSERVER_SAGRES19_PORT),
- driver: 'tedious',
- stream: false,
- dialect: 'mssql',
- options: {
- trustedConnection: true,
- encrypt: false,
- enableArithAbort: true
- }
- } //, AL_DB {...}
-}
\ No newline at end of file
diff --git a/server/src/config/db.config.js b/server/src/config/db.config.js
deleted file mode 100644
index 083da4c..0000000
--- a/server/src/config/db.config.js
+++ /dev/null
@@ -1,34 +0,0 @@
-/**
- * Arquivo: config/db.config.js
- * Descrição: arquivo responsável por criar a conexão com o banco de dados.
- */
-
-const { Sequelize } = require('sequelize');
-const { SAGRES } = require("./credentials");
-
-/** Adiciona as configurações específicas de um banco. Caso seja necessário mudar
- o BD basta alterar o parâmetro do Sequelize.
-*/
-const sequelize = new Sequelize(SAGRES)
-
-// Testa se a conexão foi estabelecida
-run().catch(error => console.log(error.stack));
-async function run() {
- try {
- await sequelize.authenticate();
- console.log('Conexão estabelecida com o banco de dados ', SAGRES.database);
- } catch (error) {
- console.error('Não foi possível conectar-se ao banco de dados:', error);
- }
-}
-
-module.exports = {
- sequelize
-}
-
-
-
-
-
-
-
diff --git a/server/src/controllers/licitacoes.controller.js b/server/src/controllers/licitacoes.controller.js
deleted file mode 100644
index 31467ab..0000000
--- a/server/src/controllers/licitacoes.controller.js
+++ /dev/null
@@ -1,22 +0,0 @@
-/**
- * Arquivo: controllers/licitacoes.controller.js
- * Descrição: arquivo responsável por recuperar informações relacionadas as
- * licitações.
- */
-
-const models = require("../models/index.model");
-const Licitacao = models.licitacao;
-const Op = models.Sequelize.Op;
-
-const BAD_REQUEST = 400;
-const SUCCESS = 200;
-
-// Retorna as 10 primeiras licitações (terá mudanças)
-exports.getLicitacoes = async (req, res) => {
- Licitacao.findAll({limit: 100, where: { de_Obs: { [Op.ne]: null } }})
- .then(licitacoes => res.status(SUCCESS).json(licitacoes))
- .catch(err => res.status(BAD_REQUEST).json({ err }));
-};
-
-
-
diff --git a/server/src/models/index.model.js b/server/src/models/index.model.js
deleted file mode 100644
index c8aeb96..0000000
--- a/server/src/models/index.model.js
+++ /dev/null
@@ -1,19 +0,0 @@
-/**
- * Arquivo: models/index.model.js
- * Descrição: arquivo responsável por importar os modelos com o sequelize.
- */
-
-const Sequelize = require("sequelize");
-const { sequelize } = require("../config/db.config");
-
-const LicitacaoModel = "./licitacao.model.js";
-
-global.models = {
- Sequelize: Sequelize,
- sequelize: sequelize,
- // Adicione os módulos abaixo
- licitacao: sequelize.import(LicitacaoModel),
-
-};
-
-module.exports = global.models;
\ No newline at end of file
diff --git a/server/src/models/licitacao.model.js b/server/src/models/licitacao.model.js
deleted file mode 100644
index 834b6f7..0000000
--- a/server/src/models/licitacao.model.js
+++ /dev/null
@@ -1,25 +0,0 @@
-/**
- * Arquivo: models/index.model.js
- * Descrição: arquivo com o modelo da licitacao.
- */
-
-module.exports = (sequelize, type) => {
- Licitacao = sequelize.define(
- "Licitacao",
- {
- nu_licitacao: { // deixei este como PK por enquanto
- type: type.STRING,
- primaryKey: true
- },
- cd_UGestora: type.INTEGER,
- vl_licitacao: type.INTEGER,
- de_Obs: type.STRING,
- },
- {
- freezeTableName: true,
- timestamps: false
- }
- );
-
- return Licitacao;
-};
\ No newline at end of file
diff --git a/server/src/routes/licitacoes.routes.js b/server/src/routes/licitacoes.routes.js
deleted file mode 100644
index efadd0f..0000000
--- a/server/src/routes/licitacoes.routes.js
+++ /dev/null
@@ -1,13 +0,0 @@
-/**
- * Arquivo: src/routes/licitacoes.routes.js
- * Descrição: arquivo responsável pelas rotas da api relacionadas a classe 'Licitacoes'.
- */
-
-const router = require('express-promise-router')();
-const licitacoesController = require('../controllers/licitacoes.controller');
-
-// Retrieve all Customers
-// Example: http://localhost:3000/api/licitacoes
-router.get('/licitacoes', licitacoesController.getLicitacoes)
-
-module.exports = router;
\ No newline at end of file