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<html><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"></head><body><div class="line-gutter-backdrop"></div><table><tbody><tr><td class="line-number" value="1"></td><td class="line-content"><span class="html-doctype"><!DOCTYPE html></span></td></tr><tr><td class="line-number" value="2"></td><td class="line-content"><span class="html-tag"><html <span class="html-attribute-name">lang</span>="<span class="html-attribute-value">pt</span>"></span></td></tr><tr><td class="line-number" value="3"></td><td class="line-content"><span class="html-tag"><head></span></td></tr><tr><td class="line-number" value="4"></td><td class="line-content"> <span class="html-tag"><meta <span class="html-attribute-name">charset</span>="<span class="html-attribute-value">utf-8</span>"></span></td></tr><tr><td class="line-number" value="5"></td><td class="line-content"> <span class="html-tag"><title></span>Projetos-Ricardo Felippe <span class="html-tag"></title></span></td></tr><tr><td class="line-number" value="6"></td><td class="line-content"> <span class="html-tag"><link <span class="html-attribute-name">rel</span>="<span class="html-attribute-value">shortcut icon</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-resource-link" target="_blank" href="https://ricardofelippe.github.io/images/favicon.ico" rel="noreferrer noopener">https://ricardofelippe.github.io/images/favicon.ico</a>"></span></td></tr><tr><td class="line-number" value="7"></td><td class="line-content"> <span class="html-tag"><meta <span class="html-attribute-name">name</span>="<span class="html-attribute-value">description</span>" <span class="html-attribute-name">content</span>=""></span></td></tr><tr><td class="line-number" value="8"></td><td class="line-content"> <span class="html-tag"><meta <span class="html-attribute-name">name</span>="<span class="html-attribute-value">author</span>" <span class="html-attribute-name">content</span>="<span 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value="17"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="18"></td><td class="line-content"> <span class="html-tag"><link <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-resource-link" target="_blank" href="https://ricardofelippe.github.io/theme/css/bootstrap.min.css" rel="noreferrer noopener">https://ricardofelippe.github.io/theme/css/bootstrap.min.css</a>" <span class="html-attribute-name">rel</span>="<span class="html-attribute-value">stylesheet</span>"></span></td></tr><tr><td class="line-number" value="19"></td><td class="line-content"> <span class="html-tag"><link <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-resource-link" target="_blank" href="https://ricardofelippe.github.io/theme/css/local.css" rel="noreferrer noopener">https://ricardofelippe.github.io/theme/css/local.css</a>" <span class="html-attribute-name">rel</span>="<span 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class="html-attribute-name">class</span>="<span class="html-attribute-value">icon-bar</span>"></span><span class="html-tag"></span></span></td></tr><tr><td class="line-number" value="52"></td><td class="line-content"> <span class="html-tag"></button></span></td></tr><tr><td class="line-number" value="53"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">class</span>="<span class="html-attribute-value">navbar-brand</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/index.html" rel="noreferrer noopener">https://ricardofelippe.github.io/index.html</a>"></span>Ricardo Felippe<span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="54"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="55"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">collapse navbar-collapse</span>" <span class="html-attribute-name">id</span>="<span class="html-attribute-value">bs-example-navbar-collapse-1</span>"></span></td></tr><tr><td class="line-number" value="56"></td><td class="line-content"> <span class="html-tag"><ul <span class="html-attribute-name">class</span>="<span class="html-attribute-value">nav navbar-nav</span>"></span></td></tr><tr><td class="line-number" value="57"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/index.html" rel="noreferrer noopener">https://ricardofelippe.github.io/index.html</a>"></span><span class="html-tag"><i <span class="html-attribute-name">class</span>="<span class="html-attribute-value">fa fa-home</span>"></span><span 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class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="61"></td><td class="line-content"> <span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="62"></td><td class="line-content"> <span class="html-tag"><ul <span class="html-attribute-name">class</span>="<span class="html-attribute-value">nav navbar-nav navbar-right</span>"></span></td></tr><tr><td class="line-number" value="63"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/categories.html" rel="noreferrer noopener">https://ricardofelippe.github.io/categories.html</a>"></span><span class="html-tag"><i <span class="html-attribute-name">class</span>="<span class="html-attribute-value">fa fa-archive</span>"></span><span class="html-tag"></i></span> Categorias<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="64"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/tags.html" rel="noreferrer noopener">https://ricardofelippe.github.io/tags.html</a>"></span><span class="html-tag"><i <span class="html-attribute-name">class</span>="<span class="html-attribute-value">fa fa-tags</span>"></span><span class="html-tag"></i></span> Tags<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="65"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/linksexternos.html" rel="noreferrer noopener">https://ricardofelippe.github.io/linksexternos.html</a>"></span><span class="html-tag"><i <span class="html-attribute-name">class</span>="<span class="html-attribute-value">fa fa-tags</span>"></span><span class="html-tag"></i></span> Links Externos<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="66"></td><td class="line-content"> <span class="html-comment"><!--</span></td></tr><tr><td class="line-number" value="67"></td><td class="line-content"><span class="html-comment"> <li><a href="https://ricardofelippe.github.io/feeds/rss.xml"><i class="fa fa-rss"></i> RSS</a></li></span></td></tr><tr><td class="line-number" value="68"></td><td class="line-content"><span class="html-comment"> --></span></td></tr><tr><td class="line-number" value="69"></td><td class="line-content"> <span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="70"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="71"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="72"></td><td class="line-content"> <span class="html-tag"></nav></span></td></tr><tr><td class="line-number" value="73"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">row</span>"></span></td></tr><tr><td class="line-number" value="74"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">col-md-10 col-md-offset-1</span>"></span></td></tr><tr><td class="line-number" value="75"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="76"></td><td class="line-content"><span class="html-tag"><section <span class="html-attribute-name">id</span>="<span class="html-attribute-value">content</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">body</span>"></span> </td></tr><tr><td class="line-number" value="77"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="78"></td><td class="line-content"><span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel panel-default</span>"></span></td></tr><tr><td class="line-number" value="79"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-heading</span>"></span></td></tr><tr><td class="line-number" value="80"></td><td class="line-content"> <span class="html-tag"><h4 <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-title</span>"></span></td></tr><tr><td class="line-number" value="81"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">data-toggle</span>="<span class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#DadosPublicosCnpj" rel="noreferrer noopener">#DadosPublicosCnpj</a>"></span><span class="html-tag"><h4></span>Passo-a-Passo<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="82"></td><td class="line-content"> <span class="html-tag"></h4></span> </td></tr><tr><td class="line-number" value="83"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="84"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">id</span>="<span class="html-attribute-value">DadosPublicosCnpj</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-collapse collapse</span>"></span></td></tr><tr><td class="line-number" value="85"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-body</span>"></span> </td></tr><tr><td class="line-number" value="86"></td><td class="line-content"> <span class="html-tag"><p></span><span class="html-tag"><code></span>R<span class="html-tag"></code></span> é um pacote estatístico com inúmeros tutoriais.<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="87"></td><td class="line-content"> <span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="88"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="89"></td><td class="line-content"> <span class="html-tag"><li></span>Acessar prompt de comand<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="90"></td><td class="line-content"> <span class="html-tag"><li></span>Usar comand cd para acessar a pasta com os arquivos Python(na ocasião esta pasta se localizava em: "C:\Users\ricardo.ramos\OneDrive - Ministerio do Desenvolvimento da Industria e Comercio Exterior\R-projects\DAMPE-SEMPE\DadosPublicosCnpj\Python\CNPJ-full"<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="91"></td><td class="line-content"> <span class="html-tag"><li></span>Acessar prompt de comand<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="92"></td><td class="line-content"> <span class="html-tag"><li></span>Acessar prompt de comand<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="93"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="94"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="http://fulljoin.com.br/" rel="noreferrer noopener">http://fulljoin.com.br/</a>"></span>Blog Saulo-R<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="95"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EaxCWKfT9qFHjl6gmxWH3OoBoA4Pr73TRlQLA8VtwK5Hxw?e=4ebzgz" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EaxCWKfT9qFHjl6gmxWH3OoBoA4Pr73TRlQLA8VtwK5Hxw?e=4ebzgz</a>"></span>R-Graphics-Ebook<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="96"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="97"></td><td class="line-content"> <span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="98"></td><td class="line-content"><span class="html-tag"><hr></span></td></tr><tr><td class="line-number" value="99"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="100"></td><td class="line-content"><span class="html-tag"><li></span>Debugar o R <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="101"></td><td class="line-content"><span class="html-tag"><ol></span></td></tr><tr><td class="line-number" value="102"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://www.youtube.com/watch?v=M5n_2jmdJ_8" rel="noreferrer noopener">https://www.youtube.com/watch?v=M5n_2jmdJ_8</a>"></span>YouTube - stop() - breathe - recover()<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="103"></td><td class="line-content"> <span class="html-tag"><li></span>editar o options: options(error = recover)<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="104"></td><td class="line-content"> <span class="html-tag"><li></span>Iniciar a procura do erro de baixo para cima. Procurar pela linha que mais se parece com o código problema que se quer analisar.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="105"></td><td class="line-content"> <span class="html-tag"><li></span>Escolhendo a linha, o sistema abre o lócus de todas as variáveis da função alvo.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="106"></td><td class="line-content"> <span class="html-tag"><li></span>Com a função ls() encontro todas as variáveis no environment da função alvo.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="107"></td><td class="line-content"> <span class="html-tag"><li></span>Se digitar data, encontro os dados que estão sendo analisados.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="108"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><strong></span>Dica<span class="html-tag"></strong></span>Chamar funções que estão localizadas no lócus de uma função recuperada pela opção options, pode ser diferente do global environment<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="109"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="110"></td><td class="line-content"> <span class="html-tag"><li></span> Resetar o options: options(erro = NULL) <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="111"></td><td class="line-content"><span class="html-tag"></ol></span> </td></tr><tr><td class="line-number" value="112"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="113"></td><td class="line-content"><span class="html-tag"><li></span>Atualizar o Rtools <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="114"></td><td class="line-content"><span class="html-tag"><ol></span></td></tr><tr><td class="line-number" value="115"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://cran-r-project.org/" rel="noreferrer noopener">https://cran-r-project.org</a>"></span>Acessar o CRAN<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="116"></td><td class="line-content"> <span class="html-tag"><li></span>Acessar Download R for Windows<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="117"></td><td class="line-content"> <span class="html-tag"><li></span>Baixar o Rtools no C<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="118"></td><td class="line-content"> <span class="html-tag"><li></span>Configurar a variável de ambiente para a pasta bin do Rtools. (C:\Rtools\bin)<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="119"></td><td class="line-content"> <span class="html-tag"><li></span>Usar o comando pkgbuild::find_rtools(debug = TRUE)<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="120"></td><td class="line-content"><span class="html-tag"></ol></span> </td></tr><tr><td class="line-number" value="121"></td><td class="line-content"><span class="html-tag"><hr></span></td></tr><tr><td class="line-number" value="122"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="123"></td><td class="line-content"><span class="html-tag"><li></span>Para acessar o MySql do meu PC via comando prompt ?<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="124"></td><td class="line-content"><span class="html-tag"><ol></span></td></tr><tr><td class="line-number" value="125"></td><td class="line-content"> <span class="html-tag"><li></span>Verificar onde se encontra o binário(bin) no PC e entrar na pasta via comando cd.</td></tr><tr><td class="line-number" value="126"></td><td class="line-content"> No caso do computador atual em uso, o Caminho do executável é: C:\Program Files\MySQL\MySQL Server 8.0\bin</td></tr><tr><td class="line-number" value="127"></td><td class="line-content"> <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="128"></td><td class="line-content"> <span class="html-tag"><li></span>Econtrada e acessada a pasta, digite : mysql -u root -p<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="129"></td><td class="line-content"> <span class="html-tag"><li></span>A senha no momento é: 009763<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="130"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="131"></td><td class="line-content"> <span class="html-tag"><p></span> Os comandos gerados via prompt serão refletidos no MySql Workbench<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="132"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="133"></td><td class="line-content"> <span class="html-tag"><p></span> Outra maneira para ativar o MYSQL80 é acessar aplicativo "Executar" e digitar "serviços". Encontrar o MYSQL80 e iniciá-lo. <span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="134"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="135"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="136"></td><td class="line-content"><span class="html-tag"></ol></span> </td></tr><tr><td class="line-number" value="137"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="138"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="139"></td><td class="line-content"><span class="html-tag"><p></span>Para gerar um gráfico no R que reflita as correlações entre as variáveis no meu dataframe?<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="140"></td><td class="line-content"><span class="html-tag"><p></span></td></tr><tr><td class="line-number" value="141"></td><td class="line-content"> Usar os comandos:</td></tr><tr><td class="line-number" value="142"></td><td class="line-content"> <span class="html-tag"><pre></span></td></tr><tr><td class="line-number" value="143"></td><td class="line-content"> ```{r}</td></tr><tr><td class="line-number" value="144"></td><td class="line-content"> numeric.var <- sapply(churn, is.numeric) </td></tr><tr><td class="line-number" value="145"></td><td class="line-content"> corr.matrix <- cor(churn[,numeric.var]) </td></tr><tr><td class="line-number" value="146"></td><td class="line-content"> corrplot(corr.matrix, main="\n\nGráfico de Correlação para Variáveis Numéricas", method="number")</td></tr><tr><td class="line-number" value="147"></td><td class="line-content"> ```</td></tr><tr><td class="line-number" value="148"></td><td class="line-content"> <span class="html-tag"></pre></span></td></tr><tr><td class="line-number" value="149"></td><td class="line-content"><span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="150"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="151"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><p></span>Para obter apenas as colunas numéricas do dataframe no R e filtrar essa colunas?<span class="html-tag"></p></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="152"></td><td class="line-content"><span class="html-tag"><p></span></td></tr><tr><td class="line-number" value="153"></td><td class="line-content">Usar os comandos:</td></tr><tr><td class="line-number" value="154"></td><td class="line-content"><span class="html-tag"><pre></span></td></tr><tr><td class="line-number" value="155"></td><td class="line-content">```</td></tr><tr><td class="line-number" value="156"></td><td class="line-content"> # Obtendo apenas as colunas numéricas</td></tr><tr><td class="line-number" value="157"></td><td class="line-content"> colunas_numericas <- sapply(df, is.numeric)</td></tr><tr><td class="line-number" value="158"></td><td class="line-content"> colunas_numericas</td></tr><tr><td class="line-number" value="159"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="160"></td><td class="line-content"> # Filtrando as colunas numéricas para correlação</td></tr><tr><td class="line-number" value="161"></td><td class="line-content"> data_cor <- cor(df[,colunas_numericas])</td></tr><tr><td class="line-number" value="162"></td><td class="line-content"> data_cor</td></tr><tr><td class="line-number" value="163"></td><td class="line-content"> head(data_cor)</td></tr><tr><td class="line-number" value="164"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="165"></td><td class="line-content">```</td></tr><tr><td class="line-number" value="166"></td><td class="line-content"> <span class="html-tag"></pre></span></td></tr><tr><td class="line-number" value="167"></td><td class="line-content"><span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="168"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="169"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="170"></td><td class="line-content"><span class="html-tag"></div></span> </td></tr><tr><td class="line-number" value="171"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="172"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="173"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="174"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="175"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="176"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="177"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Matemática Mental<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="178"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="179"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="180"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EYG5w4P8u9NMi9FuZ0mZa8QBj3nQoIcwGy5gTNBZ4SAjfQ?e=JngIi3" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EYG5w4P8u9NMi9FuZ0mZa8QBj3nQoIcwGy5gTNBZ4SAjfQ?e=JngIi3</a>"></span>Soroban-Manual<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="181"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="182"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/Ed3xXPwznaFEmCNdgl7YxmEBUxyo4h9E_heTbcw0wLuykQ?e=j2n6pG" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/Ed3xXPwznaFEmCNdgl7YxmEBUxyo4h9E_heTbcw0wLuykQ?e=j2n6pG</a>"></span>The Magic of Math <span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="183"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EUowPL1nSX1AiH4J03CElx8BDc43_3cNYT1h2mJ6FxqK1w?e=Z2O594" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EUowPL1nSX1AiH4J03CElx8BDc43_3cNYT1h2mJ6FxqK1w?e=Z2O594</a>"></span>Secrets of Math<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="184"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EYG5w4P8u9NMi9FuZ0mZa8QBj3nQoIcwGy5gTNBZ4SAjfQ?e=JngIi3" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EYG5w4P8u9NMi9FuZ0mZa8QBj3nQoIcwGy5gTNBZ4SAjfQ?e=JngIi3</a>"></span>Soroban-Manual<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="185"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="186"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="187"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="188"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="189"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="190"></td><td class="line-content"><span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="191"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="192"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Site Profissional<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="193"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="194"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="195"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://felipperamos.github.io/" rel="noreferrer noopener">https://felipperamos.github.io/</a>"></span>Página <span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="196"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://github.com/felipperamos" rel="noreferrer noopener">https://github.com/felipperamos</a>"></span>Git <span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="197"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="198"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="199"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="200"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="201"></td><td class="line-content"><span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="202"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="203"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="204"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="205"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="206"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Data Science<span class="html-tag"></strong></span><span class="html-tag"></a></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="207"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="208"></td><td class="line-content"><span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">container</span>"></span></td></tr><tr><td class="line-number" value="209"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-group</span>" <span class="html-attribute-name">id</span>="<span class="html-attribute-value">accordion</span>"></span></td></tr><tr><td class="line-number" value="210"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel panel-default</span>"></span></td></tr><tr><td class="line-number" value="211"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-heading</span>"></span></td></tr><tr><td class="line-number" value="212"></td><td class="line-content"> <span class="html-tag"><h4 <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-title</span>"></span></td></tr><tr><td class="line-number" value="213"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">data-toggle</span>="<span class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#collapse_d3" rel="noreferrer noopener">#collapse_d3</a>"></span><span class="html-tag"><h4></span>Formação Cientista de Dados<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="214"></td><td class="line-content"> <span class="html-tag"></h4></span> </td></tr><tr><td class="line-number" value="215"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="216"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">id</span>="<span class="html-attribute-value">collapse_d3</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-collapse collapse</span>"></span></td></tr><tr><td class="line-number" value="217"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-body</span>"></span> </td></tr><tr><td class="line-number" value="218"></td><td 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Funciona como hadoop<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="276"></td><td class="line-content"> <span class="html-tag"><li></span>O Spark não possui um sistema de armazenamento como o Hadoop MapReduce. 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Pyhton é a ferramenta ideal para trabalhar com Spark<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="284"></td><td class="line-content"> <span class="html-tag"><li></span>Streming de dados: são dados gerados continuamente por milhares de fontes de dados, que geralmente enviam os registros de dados simultaneamente, em tamanhos pequenos(na ordem de kilobytes). Os dados em streaming devem ser processados de maneira sequencial e incremental por registro e usados para uma ampla variedade de análises de dados, como agregações, correlações filtragem e amostragem.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="285"></td><td class="line-content"> <span class="html-tag"><li></span>O Apache Spark foi a primeira plataforma de Big Data a integrar processamento de dados em batch, streaming e computação distribuída em um único framework. <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="286"></td><td class="line-content"> <span class="html-tag"><li></span> Spark é excelente para trabalhos iterativos(Machine Learnig)<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="287"></td><td class="line-content"> <span class="html-tag"><li></span> Shell para exploração ad-hoc(abre um terminal, digita comando e acessa os dados quase em tempo real) <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="288"></td><td class="line-content"> <span class="html-tag"><li></span>Regra de Ouro: conjunto de dados < 1 TB: Melhor usar Spark; cc : Hadoop/Spark<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="289"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><strong></span>Quando usar o Spark? :<span class="html-tag"></strong></span><span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="290"></td><td class="line-content"> <span class="html-tag"><li></span>Integração de dados(buscar dados de um banco relacional e levar p o hadoop) e ETL<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="291"></td><td class="line-content"> <span class="html-tag"><li></span>Análises Interativas: Abrir um terminal no Spark e executar uma query direto nos dados. <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="292"></td><td class="line-content"> <span class="html-tag"><li></span>Computação em Batch de alta Performance: coleta os dados, armazena e preocessa mais tarde<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="293"></td><td class="line-content"> <span class="html-tag"><li></span>Análises Avançadas de Machine Learning<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="294"></td><td class="line-content"> <span class="html-tag"><li></span>Processamento de Dados em Tempo Real<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="295"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><strong></span>Características do Spark:<span class="html-tag"></strong></span> Realizaa operações de MapReduce; Pode utilizar o HDFS; Permite construir um workflow de Analytics; Utiliza a memória do computador de forma diferente e eficiente; Veloz, flexível e <span class="html-tag"><strong></span>gratuito<span class="html-tag"></strong></span> <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="296"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="297"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="298"></td><td class="line-content"><span class="html-tag"></ol></span></td></tr><tr><td class="line-number" value="299"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Apache Spark SQL<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="300"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="301"></td><td class="line-content"> <span class="html-tag"><li></span>Spark Session: conector para acessa o API spark-sql. <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="302"></td><td class="line-content"> <span class="html-tag"><li></span>SQL Context:Encapsula todas a funcionalidades relacionadas ao Apache Spark; é possível criar um SQL-context a partir do Spark-context; <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="303"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><code></span>Spark-Context: <span class="html-tag"></code></span>é para entrar no contexto de cluster e executar a aplicação <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="304"></td><td class="line-content"> <span class="html-tag"><li></span>SQL-context: Necessária a criação para acessar o API Spark-sql <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="305"></td><td class="line-content"> <span class="html-tag"><li></span> Exemplo de string de conexão: jdbc:mysql://localhost:3306/test <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="306"></td><td class="line-content"> <span class="html-tag"><li></span>Tabelas Temporáriais: Estruturas simples, mas poderosas. Uma query aplicada em tabela temporária retorna outro dataframe.<span class="html-tag"><strong></span>O uso<span class="html-tag"></strong></span> de Tabelas Temporárias se dá quando queremos utilizar SQL no padrão ANSI. Se não for possível, podemos usar SQL no padrão do SPARK, que tem sintaxe diferente. O uso de TT tem a limitação da memória, pois os dados são carregados na memória.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="307"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="308"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="309"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="310"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="311"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="312"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="313"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="314"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="315"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Passo-a-Passo<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="316"></td><td class="line-content"><span class="html-tag"><li></span>Preparando o Ambiente Python e Spark<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="317"></td><td class="line-content"><span class="html-tag"><ol></span></td></tr><tr><td class="line-number" value="318"></td><td class="line-content"> <span class="html-tag"><li></span>Endereço oficial Python: www.python.org<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="319"></td><td class="line-content"> <span class="html-tag"><li></span>Anaconda traz o interpretador padrão python + vários pacotes. Endereço: anaconda.org<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="320"></td><td class="line-content"> <span class="html-tag"><li></span> O endereço: spark.apach.org encontra-se o Spark . Na opção 2 deixar marcado "Pre-built for Apach Hadoop 2.7 and later" <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="321"></td><td class="line-content"> <span class="html-tag"><li></span> O Spark foi desenvolvido na linguagem Scala. Essa linguagem requer uma JVM(Java Virtual Machine). Econtra-se no endereço:(a versão utilizada foi a kit 11.0.3) https://www.oracle.com/technetwork/java/javase/downloads/jdk11-downloads-5066655.html <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="322"></td><td class="line-content"> <span class="html-tag"><li></span>Uma vez iniciado o PySpark, é criado um Spark Context, que nos permite criar RDD's e Dataframes e realizar transformações e ações.</td></tr><tr><td class="line-number" value="323"></td><td class="line-content"> Cada operação Spark gera um job que então é executado ou agendado para ser executado ao longo do cluster de computadores ou localmente em nossa máquina.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="324"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><code></span>RDD<span class="html-tag"></code></span>: estrutura de dados do Spark<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="325"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="326"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="327"></td><td class="line-content"> Site Oficial da Linguagem Python</td></tr><tr><td class="line-number" value="328"></td><td class="line-content"> https://www.python.org/</td></tr><tr><td class="line-number" value="329"></td><td class="line-content"> Python Brasil</td></tr><tr><td class="line-number" value="330"></td><td class="line-content"> http://wiki.python.org.br/</td></tr><tr><td class="line-number" value="331"></td><td class="line-content"> Python Package Index</td></tr><tr><td class="line-number" value="332"></td><td class="line-content"> https://pypi.python.org/pypi</td></tr><tr><td class="line-number" value="333"></td><td class="line-content"> Documentação Anaconda</td></tr><tr><td class="line-number" value="334"></td><td class="line-content"> https://docs.continuum.io/</td></tr><tr><td class="line-number" value="335"></td><td class="line-content"> Beaker Notebookhttp://beakernotebook.com/</td></tr><tr><td class="line-number" value="336"></td><td class="line-content"> PyScience Brasil</td></tr><tr><td class="line-number" value="337"></td><td class="line-content"> http://pyscience-brasil.wikidot.com/</td></tr><tr><td class="line-number" value="338"></td><td class="line-content"> Anaconda Download</td></tr><tr><td class="line-number" value="339"></td><td class="line-content"> https://repo.continuum.io/archive/</td></tr><tr><td class="line-number" value="340"></td><td class="line-content"> Spark Download</td></tr><tr><td class="line-number" value="341"></td><td class="line-content"> http://spark.apache.org/downloads.html</td></tr><tr><td class="line-number" value="342"></td><td class="line-content"> Apache Spark</td></tr><tr><td class="line-number" value="343"></td><td class="line-content"> http://spark.apache.org/Winutils</td></tr><tr><td class="line-number" value="344"></td><td class="line-content"> https://github.com/steveloughran/winutils</td></tr><tr><td class="line-number" value="345"></td><td class="line-content"> Java JDK</td></tr><tr><td class="line-number" value="346"></td><td class="line-content"> https://www.oracle.com/technetwork/java/javase/downloads/jdk11-downloads-5066655.html</td></tr><tr><td class="line-number" value="347"></td><td class="line-content"> Spark Archive</td></tr><tr><td class="line-number" value="348"></td><td class="line-content"> https://archive.apache.org/dist/spark/ </td></tr><tr><td class="line-number" value="349"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="350"></td><td class="line-content"> <span class="html-tag"><p></span> Instalando o Java. Dicas: 1) O diretório não deve ter espaço no nome. 2)Criar uma pasta exclusiva em C:\ para o Java <span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="351"></td><td class="line-content"> <span class="html-tag"><p></span> O Apache Spark não tem um instalador. Simplesmente descompacta o arquivo e configura-se as variáveis de ambiente. Descompactar duas vezes. O primeiro arquivo é com extensão tgz(é arquivo compactado). A extensão .tar é o arquivo comprimido. Mover o arquivo descompactado para a raiz C: para facilitar a configuração das variáveis de ambiente. <span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="352"></td><td class="line-content"> <span class="html-tag"><p></span>Configuração das Variáveis de ambiente: Variáveis de ambiente indica para o sistema operacional onde se encontra os programas de interesse.<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="353"></td><td class="line-content"><span class="html-tag"><li></span>O Spark não foi feito para Windows, por isso esses passos.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="354"></td><td class="line-content"><span class="html-tag"><p></span>1) Abrir o painel das variáveis de ambiente<span class="html-tag"></p></span> </td></tr><tr><td class="line-number" value="355"></td><td class="line-content"><span class="html-tag"><p></span>2)No campo de variáveis de sistema, criar nova variável de ambiente <span class="html-tag"></p></span> </td></tr><tr><td class="line-number" value="356"></td><td class="line-content"><span class="html-tag"><li></span># JDK # Inserir as variáveis JAVA_HOME e PATH : JAVA_HOME = C:\Java\jdk-11.0.3 </td></tr><tr><td class="line-number" value="357"></td><td class="line-content"> PATH = C:\Java\jdk-11.0.3\bin (tem q mover o JAVA para cima!!)<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="358"></td><td class="line-content"><span class="html-tag"><h4></span>Ajustando a versão do Java JDK<span class="html-tag"></h4></span></td></tr><tr><td class="line-number" value="359"></td><td class="line-content"><span class="html-tag"><pre></span></td></tr><tr><td class="line-number" value="360"></td><td class="line-content">1) o JVM do java permite que o java seja uma linguagem de programação multiplataforma.</td></tr><tr><td class="line-number" value="361"></td><td class="line-content">2) A instalação do java-jdk é necessária porque o Spark foi desenvolvido em linguagem Scala, a qual utiliza o JVM para sua execução.</td></tr><tr><td class="line-number" value="362"></td><td class="line-content">3) A instalação da JVM se dá com a instalação do JAVA-JDK</td></tr><tr><td class="line-number" value="363"></td><td class="line-content">4) Até 07/2019 era o Java 11 que é usada, devido a sua compatibilidade com o Spark.</td></tr><tr><td class="line-number" value="364"></td><td class="line-content">5) Há um bug no uso do Spark SQL com o Java 11. Com isso, é necessário usar o Java JDK 1.8 . CONFIGURAÇÃO necessária.</td></tr><tr><td class="line-number" value="365"></td><td class="line-content">6) Basta alterar a variável de ambiente. </td></tr><tr><td class="line-number" value="366"></td><td class="line-content">7) Verificar no futuro próximo se a próxima versão do Spark traga suporte para o Java 11.</td></tr><tr><td class="line-number" value="367"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="368"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="369"></td><td class="line-content"><span class="html-tag"></pre></span> </td></tr><tr><td class="line-number" value="370"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="371"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="372"></td><td class="line-content"><span class="html-tag"><p></span>Instalar as variáveis para o Spark:<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="373"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="374"></td><td class="line-content"><span class="html-tag"><pre></span> # Spark</td></tr><tr><td class="line-number" value="375"></td><td class="line-content">SPARK_HOME = C:\spark</td></tr><tr><td class="line-number" value="376"></td><td class="line-content">PATH = C:\spark\bin</td></tr><tr><td class="line-number" value="377"></td><td class="line-content">PYSPARK_DRIVER_PYTHON = jupyter</td></tr><tr><td class="line-number" value="378"></td><td class="line-content">PYSPARK_DRIVER_PYTHON_OPTS = notebook</td></tr><tr><td class="line-number" value="379"></td><td class="line-content">PYSPARK_PYTHON = python3</td></tr><tr><td class="line-number" value="380"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="381"></td><td class="line-content"># Wintools 64 bits:</td></tr><tr><td class="line-number" value="382"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="383"></td><td class="line-content">https://github.com/steveloughran/winutils/tree/master/hadoop-2.7.1/bin</td></tr><tr><td class="line-number" value="384"></td><td class="line-content"><span class="html-tag"><p></span> Baixar o arquivo. Criar em C: as pastas Hadoop e bin. Inserir em bin o executável baixado<span class="html-tag"></p></span> <span class="html-tag"><p></span>Ajusta a vairável HADOOP_HOME:C:\Hadoop. Além disso tenho q adicionar o diretório bin na variável de ambiente path C:\Hadoop\bin<span class="html-tag"></p></span> </td></tr><tr><td class="line-number" value="385"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="386"></td><td class="line-content"># Wintools 32 bits:</td></tr><tr><td class="line-number" value="387"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="388"></td><td class="line-content">https://drive.google.com/file/d/0B4PlPwU6yGTNT2FBdl9nTGNGOFk/view</td></tr><tr><td class="line-number" value="389"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="390"></td><td class="line-content"># Permissão</td></tr><tr><td class="line-number" value="391"></td><td class="line-content">Crie o diretório C:\tmp\hive</td></tr><tr><td class="line-number" value="392"></td><td class="line-content">Abra o prompt e digite: C:\Hadoop\bin\winutils.exe chmod -R 777 C:\tmp\hive<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="393"></td><td class="line-content"><span class="html-tag"><p></span>Após realizado os passos, abir o prompt e testar os comandos: java -version ; python ; e spark-shell <span class="html-tag"></p></span> </td></tr><tr><td class="line-number" value="394"></td><td class="line-content"><span class="html-tag"><p></span>Como não queremos progamar em scala, saimos do prompt com :q, cls e digita pyspark <span class="html-tag"></p></span> </td></tr><tr><td class="line-number" value="395"></td><td class="line-content"> <span class="html-tag"></pre></span> </td></tr><tr><td class="line-number" value="396"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="397"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="398"></td><td class="line-content"><span class="html-tag"></ol></span> </td></tr><tr><td class="line-number" value="399"></td><td 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class="line-content"><br></td></tr><tr><td class="line-number" value="408"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:u:/g/personal/ricardo_ramos_mdic_gov_br/EWtQ5WmywpZOtsEmUArRNkAB7hRwoaz-YtxsaAdrcZHMvw?e=SZiHwr" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:u:/g/personal/ricardo_ramos_mdic_gov_br/EWtQ5WmywpZOtsEmUArRNkAB7hRwoaz-YtxsaAdrcZHMvw?e=SZiHwr</a>"></span>Matrizes-Numpy DSA 07_2019<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="409"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="410"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="411"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="412"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="413"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="414"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="415"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="416"></td><td class="line-content"><span class="html-tag"><p></span>Informações Relevantes<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="417"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="418"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="419"></td><td class="line-content"> <span class="html-tag"><li></span>Numpy: biblioteca matemática para linguagem Python <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="420"></td><td class="line-content"><span class="html-tag"><li></span>O uso do Numpy agiliza o processamento dos dados relativamente a outros métodos disponíveis em Python<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="421"></td><td class="line-content"> <span class="html-tag"><li></span>Python: linguagem completa. Eficiente na etapa de pré-processamento(aquele que é realizado antes da criação dos modelos preditivos). Outra vantagem, é que todo o processo do início ao fim pode ser realizado em Python (desde a concepção do problema até a publicação de uma aplicação analítica construída, por exe, para o ambiente web ). Essa situação fica limitada no R. <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="422"></td><td class="line-content"> <span class="html-tag"><li></span>Em <span class="html-tag"><code></span>Python<span class="html-tag"></code></span>TUDO é objeto. Os objetos tem características e podem executar ações.A característica pode ser resgatada via atributo. Já para aplicar uma ação, uso um método. Os métodos são chamados com o uso de parênteses ().<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="423"></td><td class="line-content"> <span class="html-tag"><li></span>PyData Stack: Conjunto de pacotes Python específicos para ciência de dados. Numpy é a base para a maioria dos pacotes.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="424"></td><td class="line-content"> <span class="html-tag"><li></span>NumPy: oferece a base para a manipulação de estruturas de dados. Usado conjuntamente com outros pacotes. O objetivo principal é ser usado como conteiner para os dados para serem usados/manipulados no processo de análise. Os arrays do Numpy são muito eficientes!! <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="425"></td><td class="line-content"> <span class="html-tag"><li></span>Pandas I: Pacote de análise de dados de alta performance. Amplamente adotada para manipulação de dados. <span class="html-tag"><em></span>No processo de análise frequentemente necessita-se de dataframes. Isso é obtido via Pandas, fornecendo possibilidades de fatiar, manipular os dados muito facilmente. <span class="html-tag"></em></span> <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="426"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><em></span>Uma plataforma de manipulaçaõ de dados<span class="html-tag"></em></span>pode ser obtida com a união das bibliotecas Numpy e Pandas<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="427"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="428"></td><td class="line-content"><span class="html-tag"></ul></span> </td></tr><tr><td class="line-number" value="429"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="430"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Manipulação de Dados com<span class="html-tag"><code></span>Python:Pandas<span class="html-tag"></code></span><span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="431"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="432"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:u:/g/personal/ricardo_ramos_mdic_gov_br/EV2CjJDwZi1NolON_SxQMJkBPQnOv-goJHED6BsFprHEGg?e=8GYnjK" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:u:/g/personal/ricardo_ramos_mdic_gov_br/EV2CjJDwZi1NolON_SxQMJkBPQnOv-goJHED6BsFprHEGg?e=8GYnjK</a>"></span>Compilado Aulas Python Pandas DSA 07-2019<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="433"></td><td class="line-content"><span 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class="line-content"><br></td></tr><tr><td class="line-number" value="440"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="441"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="442"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="443"></td><td class="line-content"><span class="html-tag"><p></span>Informações Relevantes<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="444"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="445"></td><td class="line-content"><span class="html-tag"><li></span>Pandas: Excel para programação. Muitas funções do excel podem ser realizadas com essa biblioteca<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="446"></td><td class="line-content"><span class="html-tag"><li></span>Pandas: Permite trabalhar com séries temporais e dataframes contendo qualquer tipo de dado, executando inúmeras operações com esses dados<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="447"></td><td class="line-content"><span class="html-tag"><li></span>Posso usar o Pandas para transformar um conjunto de dados no formato JSON para um dataframe. Com isso, consegue-se manipular os dados facilmente.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="448"></td><td class="line-content"><span class="html-tag"><li></span>Os objetos criados com Numpy e Pandas são semelhantes. A diferença é que usa-se o Numpy para computação numérica(só se tem valores numéricos no conjunto de dados), enquanto o Pandas é usado de forma mais ampla, quando tenho um conjunto de dados muito diversificado(strings, valores NA,...)<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="449"></td><td class="line-content"><span class="html-tag"><li></span>Para instalar um pacote Python diretamente do Jupyter Notebook, usar a exclamação antes do comando pip. Exemplo: !pip install xarray<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="450"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="451"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><stron></span>Pivotear<span class="html-tag"></stron></span> um conjunto de dados é modificá-lo em diferentes perspectivas! <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="452"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>DICA:<span class="html-tag"></strong></span>Ao manipular dados em Python, consultar a página <span class="html-tag"><link></span>https://pandas.pydata.org/pandas-docs/stable/user_guide/reshaping.html<span class="html-tag"></link></span> <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="453"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>DICA:<span class="html-tag"></strong></span>Procurar entender o <span class="html-tag"><str></span>OBJETO<span class="html-tag"></str></span> que se está trabalhando em Python. Disso, verfica-se na documentação os atributos e métodos que são de interesse ao manipular os dados.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="454"></td><td class="line-content"><span class="html-tag"><pre></span> </td></tr><tr><td class="line-number" value="455"></td><td class="line-content"># Se precisar instalar uma versão específica o pandas, use:</td></tr><tr><td class="line-number" value="456"></td><td class="line-content"># !pip uninstall pandas</td></tr><tr><td class="line-number" value="457"></td><td class="line-content"># !pip install pandas == 0.23.4 </td></tr><tr><td class="line-number" value="458"></td><td class="line-content"><span class="html-tag"></pre></span> </td></tr><tr><td class="line-number" value="459"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="460"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="461"></td><td class="line-content"><span class="html-tag"></ul></span> 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value="480"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="481"></td><td class="line-content"><span class="html-tag"><p></span><span class="html-tag"><code></span>Business Analytics<span class="html-tag"></code></span><span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="482"></td><td class="line-content"><span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="483"></td><td class="line-content"><span class="html-tag"><p></span><span class="html-tag"><code></span>Engenharia de Dados<span class="html-tag"></code></span>com Hadoop e Spark<span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="484"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" 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class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="486"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="487"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="488"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>Informações Iniciais<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="489"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="490"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>O Apache Hadoop<span class="html-tag"></strong></span>é um framework para armazenamento e processamento de grandes quantidades de dados distribuidos em um cluster de computadores.<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="491"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>O Apache Hadoop<span class="html-tag"></strong></span>é um framework de código aberto, criado em linguagem Java, utilizado para armazenamento e processamento de grandes quantidades de dados distribuidos em um cluster de computadores. Os elementos chaves são: Modelo de programação MapReduce e o sistema de arquivos HDFS<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="492"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>HDFS:<span class="html-tag"></strong></span>sistema de arquivos criado para armazenamento de Big Data de forma distribuida em um cluster de computadores. Um sistema de arquivos possui um conjunto de funcionalidades, tais como armazenamento, organização.Um sistema de arquivos nada mais é do que um conjunto de estruturas lógicas e de rotinas que permitem ao sistema operacional controla o acesso ao HD. <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="493"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="494"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="495"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>Hadoop:<span class="html-tag"></strong></span> não é um banco de dados. Hadoop é um framework composto de uma camada de sistema de arquivos distribuído(HDFS) e uma camada de programação em paralelo(MapReduce) além do gerenciador de recursos(Yarm). Tanto o Hadoop quanto um banco de dados relacionais sirvam para armazenar dados, eles o fazem de maneira distinta, com propósitos diferentes. <span class="html-tag"><strong></span>Para dados estruturados ou não estruturados<span class="html-tag"></strong></span>, usamos o Apache Hadoop.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="496"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="497"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>Banco de dados relacionais(RDBMS):<span class="html-tag"></strong></span> é uma aplicação que permite armazenar e obter de volta os dados com a máxima eficiência possível. O que o torna relacional é a maneira como os dados são armazenados e organizados no banco de dados. Em um banco de dados relacional todos os dados são guardados em tabelas(conjunto de linhas e colunas). São os relacionamentos entre as tabelas que as tornam relacionais. <span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="498"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="499"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>SGBD:<span class="html-tag"></strong></span> Sistema gerenciador de banco de dados. É um software que controla um ou mais bancos de dados. eX: Oracle<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="500"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><strong></span>Banco de dados relacionais:<span class="html-tag"></strong></span> são indicados para aplicações que lidam com uma grande quantidade de consultas complexas, análide de dados de rotina<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="501"></td><td class="line-content"><span class="html-tag"><li></span>Razões para usar Hadoop<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="502"></td><td class="line-content"><span class="html-tag"><ol></span></td></tr><tr><td class="line-number" value="503"></td><td class="line-content"><span class="html-tag"><li></span>Open Source<span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="504"></td><td class="line-content"><span class="html-tag"><li></span>Hadoop ofecece o framework mais completo para armazenamento e processamento de Big Data<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="505"></td><td class="line-content"><span class="html-tag"><li></span>A líder mundial em banco de dados relacionais, a Oracle, oferece soluções de Big Data Analytics com Hadoop.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="506"></td><td class="line-content"><span class="html-tag"><li></span>Microsoft oferece soluções corporativas em nuvem, com Hadoop<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="507"></td><td class="line-content"><span class="html-tag"><li></span>Um cientista de dados deve conhecer bem o paradigma de processamento MapReduce.<span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="508"></td><td class="line-content"><span class="html-tag"></ol></span> </td></tr><tr><td class="line-number" value="509"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="510"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="511"></td><td class="line-content"><span class="html-tag"></ul></span></td></tr><tr><td class="line-number" value="512"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="513"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span> Instalando o Ecossistema Hadoop<span class="html-tag"></strong></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="514"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="515"></td><td class="line-content"><span class="html-tag"><li></span>Softwares: Virtual Box( www.virtualbox.org) <span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="516"></td><td class="line-content"><span class="html-tag"><li></span>Sistema Operacional: Linux( www.redhat.org) . Usou-se o CentOs(cópia gratuita do redhat). 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class="line-content"> <span class="html-tag"><h4 <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-title</span>"></span></td></tr><tr><td class="line-number" value="548"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">data-toggle</span>="<span class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#collapse_d3" rel="noreferrer noopener">#collapse_d3</a>"></span><span class="html-tag"><h4></span>Aprofundamento D3<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="549"></td><td class="line-content"> <span class="html-tag"></h4></span> 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class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#collapse5" rel="noreferrer noopener">#collapse5</a>"></span><span class="html-tag"><h4></span>Banco de Dados<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="769"></td><td class="line-content"> <span class="html-tag"></h4></span> </td></tr><tr><td class="line-number" value="770"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="771"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">id</span>="<span class="html-attribute-value">collapse5</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-collapse collapse</span>"></span></td></tr><tr><td class="line-number" value="772"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-body</span>"></span> </td></tr><tr><td class="line-number" value="773"></td><td class="line-content"> <span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="774"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://www.udemy.com/bancos-de-dados-relacionais-basico-avancado/learn/v4/overview" rel="noreferrer noopener">https://www.udemy.com/bancos-de-dados-relacionais-basico-avancado/learn/v4/overview</a>"></span>Udemy<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="775"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="776"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="777"></td><td class="line-content"><span class="html-tag"></ul></span> </td></tr><tr><td class="line-number" value="778"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="779"></td><td class="line-content"> <span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="780"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="781"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="782"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="783"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="784"></td><td class="line-content"> <span class="html-tag"></div></span> </td></tr><tr><td class="line-number" value="785"></td><td class="line-content"> <span class="html-comment"><!----------------------------------------------------------------------------------------------------------------------></span></td></tr><tr><td class="line-number" value="786"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel panel-default</span>"></span></td></tr><tr><td class="line-number" value="787"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-heading</span>"></span></td></tr><tr><td class="line-number" value="788"></td><td class="line-content"> <span class="html-tag"><h4 <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-title</span>"></span></td></tr><tr><td class="line-number" value="789"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">data-toggle</span>="<span class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#collapse6" rel="noreferrer noopener">#collapse6</a>"></span><span class="html-tag"><h4></span>JavaScript<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="790"></td><td class="line-content"> <span class="html-tag"></h4></span> </td></tr><tr><td class="line-number" value="791"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="792"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">id</span>="<span class="html-attribute-value">collapse6</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-collapse collapse</span>"></span></td></tr><tr><td class="line-number" value="793"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-body</span>"></span> </td></tr><tr><td class="line-number" value="794"></td><td class="line-content"> <span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="795"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EQfoebgmQ_hDoJDI9O08hGQBMcqgh2glVZEOvONasVEQ1Q?e=fyIgwq" rel="noreferrer noopener">https://mdic-my.sharepoint.com/:b:/g/personal/ricardo_ramos_mdic_gov_br/EQfoebgmQ_hDoJDI9O08hGQBMcqgh2glVZEOvONasVEQ1Q?e=fyIgwq</a>"></span>JavaScript & jQuery. The Missing Manual<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="796"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>='<a class="html-attribute-value html-external-link" target="_blank" href="https://resources.oreilly.com/examples/0636920032663/tree/master" rel="noreferrer noopener">https://resources.oreilly.com/examples/0636920032663/tree/master</a>'></span>Resources-JavaScript<span class="html-tag"></a></span><span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="797"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://github.com/ricardofelippe/ricardofelippe.github.io/tree/master/JavaScript_HistoricoAprendizado/PaginasTestes" rel="noreferrer noopener">https://github.com/ricardofelippe/ricardofelippe.github.io/tree/master/JavaScript_HistoricoAprendizado/PaginasTestes</a>"></span>Histórico Aprendizado<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="798"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="http://api.jquery.com/category/manipulation/" rel="noreferrer noopener">http://api.jquery.com/category/manipulation/</a>"></span>JQuery-Manipulation<span class="html-tag"></a></span><span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="799"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://gojs.net/latest/index.html" rel="noreferrer noopener">https://gojs.net/latest/index.html</a>"></span>Interactive JavaScript Diagrams in HTML<span class="html-tag"></a></span><span class="html-tag"></li></span> </td></tr><tr><td class="line-number" value="800"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="801"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="802"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="803"></td><td class="line-content"> <span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="804"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/complete_slide.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/complete_slide.html</a>"></span>Praticando:Complete_slide<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="805"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/selectors.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/selectors.html</a>"></span>Praticando:Selectors<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="806"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="807"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/bibliography.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/bibliography.html</a>"></span>Praticando:Bibliography<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="808"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="809"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/pull-quote.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/pull-quote.html</a>"></span>Praticando:Pull-Quote<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="810"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/faq.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/faq.html</a>"></span>Praticando:FAQ<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="811"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/effects.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/effects.html</a>"></span>Praticando:Effects<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="812"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="813"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/login.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/login.html</a>"></span>Praticando:Login<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="814"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="815"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/Ajax_intro.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/Ajax_intro.html</a>"></span>Praticando:Ajax_Intro<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="816"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="817"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/events.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/events.html</a>"></span>Praticando:Events<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="818"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="819"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="820"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/RHTML.html" rel="noreferrer noopener">https://ricardofelippe.github.io/JavaScript_HistoricoAprendizado/PaginasTestes/RHTML.html</a>"></span>RHTML<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="821"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="822"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="823"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="824"></td><td class="line-content"> <span class="html-tag"></ul></span> </td></tr><tr><td class="line-number" value="825"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="826"></td><td class="line-content"> <span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="827"></td><td class="line-content"> <span class="html-tag"><p></span><span class="html-tag"><code></span>Functional Programming<span class="html-tag"></code></span><span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="828"></td><td class="line-content"><span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="829"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/posts/functionalprogramming.html" rel="noreferrer noopener">https://ricardofelippe.github.io/posts/functionalprogramming.html</a>"></span>map<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="830"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/posts/functionalprogramming.html" rel="noreferrer noopener">https://ricardofelippe.github.io/posts/functionalprogramming.html</a>"></span>Reduce<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="831"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="832"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="833"></td><td class="line-content"><span class="html-tag"></ul></span> </td></tr><tr><td class="line-number" value="834"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="835"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="836"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="837"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="838"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="839"></td><td class="line-content"> <span class="html-tag"></div></span> </td></tr><tr><td class="line-number" value="840"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="841"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="842"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="843"></td><td class="line-content"><span class="html-tag"></div></span> </td></tr><tr><td class="line-number" value="844"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="845"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="846"></td><td class="line-content"><span class="html-tag"><hr></span> </td></tr><tr><td class="line-number" value="847"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="848"></td><td class="line-content"><span class="html-tag"><h3></span><span class="html-tag"><strong></span>SCS<span class="html-tag"></strong></span><span class="html-tag"></a></span><span class="html-tag"></h3></span></td></tr><tr><td class="line-number" value="849"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="850"></td><td class="line-content"><span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">container</span>"></span></td></tr><tr><td class="line-number" value="851"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-group</span>" <span class="html-attribute-name">id</span>="<span class="html-attribute-value">accordion</span>"></span></td></tr><tr><td class="line-number" value="852"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel panel-default</span>"></span></td></tr><tr><td class="line-number" value="853"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-heading</span>"></span></td></tr><tr><td class="line-number" value="854"></td><td class="line-content"> <span class="html-tag"><h4 <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-title</span>"></span></td></tr><tr><td class="line-number" value="855"></td><td class="line-content"> <span class="html-tag"><a <span class="html-attribute-name">data-toggle</span>="<span class="html-attribute-value">collapse</span>" <span class="html-attribute-name">data-parent</span>="<span class="html-attribute-value">#accordion</span>" <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/pages/projects.html#collapse1" rel="noreferrer noopener">#collapse1</a>"></span><span class="html-tag"><h4></span>Projeto HTML-R-D3PLUS<span class="html-tag"></a></span><span class="html-tag"></h4></span><span class="html-tag"></a></span></td></tr><tr><td class="line-number" value="856"></td><td class="line-content"> <span class="html-tag"></h4></span> </td></tr><tr><td class="line-number" value="857"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="858"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">id</span>="<span class="html-attribute-value">collapse1</span>" <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-collapse collapse</span>"></span></td></tr><tr><td class="line-number" value="859"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">panel-body</span>"></span> </td></tr><tr><td class="line-number" value="860"></td><td class="line-content"> <span class="html-tag"><p></span><span class="html-tag"><code></span>Objetivo<span class="html-tag"></code></span>: criar no R página HTML interativa com dropdown possibilitando seleção de todo o conjunto de serviços/países/estados .Estudar a viabilidade disso</td></tr><tr><td class="line-number" value="861"></td><td class="line-content"> <span class="html-tag"><ul></span></td></tr><tr><td class="line-number" value="862"></td><td class="line-content"> <span class="html-tag"><p></span> Sites de apoio <span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="863"></td><td class="line-content"> <span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="http://rpubs.com/ricafelippe/RD3PLUS" rel="noreferrer noopener">http://rpubs.com/ricafelippe/RD3PLUS</a>"></span>Visualização-Resultado Parcial<span class="html-tag"></a></span><span 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class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ricardofelippe.github.io/posts/english#listening" rel="noreferrer noopener">https://ricardofelippe.github.io/posts/english#listening</a>"></span>ECC<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="885"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span class="html-attribute-name">href</span>="<a class="html-attribute-value html-external-link" target="_blank" href="https://ankiweb.net/decks/" rel="noreferrer noopener">https://ankiweb.net/decks/</a>"></span>AnkiWeb<span class="html-tag"></a></span><span class="html-tag"></li></span></td></tr><tr><td class="line-number" value="886"></td><td class="line-content"><span class="html-tag"><li></span><span class="html-tag"><a <span 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class="line-number" value="914"></td><td class="line-content"><span class="html-tag"><h4></span>HTMLS<span class="html-tag"></a></span><span class="html-tag"></h4></span></td></tr><tr><td class="line-number" value="915"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="916"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="917"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="918"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="919"></td><td class="line-content"><br></td></tr><tr><td class="line-number" value="920"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="921"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="922"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="923"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="924"></td><td class="line-content"><span 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class="html-attribute-value">row</span>"></span></td></tr><tr><td class="line-number" value="943"></td><td class="line-content"> <span class="html-tag"><div <span class="html-attribute-name">class</span>="<span class="html-attribute-value">col-md-12 text-center center-block aw-bottom</span>"></span></td></tr><tr><td class="line-number" value="944"></td><td class="line-content"> <span class="html-tag"><p></span>&copy;Ricardo Felippe <span class="html-tag"></p></span></td></tr><tr><td class="line-number" value="945"></td><td class="line-content"> </td></tr><tr><td class="line-number" value="946"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="947"></td><td class="line-content"> <span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="948"></td><td class="line-content"><span class="html-tag"></div></span></td></tr><tr><td class="line-number" value="949"></td><td class="line-content"><span 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