<html><head></head><body><div style="color:#000; background-color:#fff; font-family:Courier New, courier, monaco, monospace, sans-serif;font-size:16px"><div id="yiv4909159155"><div id="yui_3_16_0_ym19_1_1472483563184_6062"><div style="background-color: rgb(255, 255, 255);" id="yui_3_16_0_ym19_1_1472483563184_6061"><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3919" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><span></span></div><div style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;">Algum tempo atrás o Alisson Lucrecio e o Éder Comunello estavam trabalhando em um tópico sobre obtenção de dados do INMET. </div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;">Como precisei obter alguns dados hoje, resolvi testar o código, que por sinal funcionou perfeitamente.</div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;">Como os dados são salvos em formato ```.html```, tentei montar um script organizar os dados em um ```data.frame```, assim como deixar apenas uma linha para cada dia de coletado, pois os dados do originais do INMET tem formato de duas linhas para cada dia de coleta.</div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;">Segue o script com os comentários:</div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;">obs: a função que ordena os dias é não tem uma boa performance, pois faz um bom tempo que fiz ela. </div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr"><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6789">#=================================================================</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6790"># Rafael Tieppo</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6791"># rafaelt@unemat.br</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6792"># http://docente.unemat.br/rafaeltieppo/</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6793"># 29-08-2016</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6794">#=================================================================</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6795"><br id="yui_3_16_0_ym19_1_1472483563184_6796"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6797"><br id="yui_3_16_0_ym19_1_1472483563184_6798"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6799">##### Goal 1 </div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6800">### Script to sign in - INMET</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6801">### Historical Data</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6802">### Original Source:</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6803">### http://r-br.2285057.n4.nabble.com/R-br-r-baixando-dados-inmet-td4660459.html</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6804">### http://r-br.2285057.n4.nabble.com/R-br-RCurl-td4659610.html</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6805">##### Goal 2</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6806">### Ordering and filtering DATA from INMET</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6807">### use oneline() function from</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6807">### from <a href="https://github.com/rafatieppo/INMET_DATA_ORDER" class="" id="yui_3_16_0_ym19_1_1472483563184_7059">https://github.com/rafatieppo/INMET_DATA_ORDER</a></div><div id="yui_3_16_0_ym19_1_1472483563184_7103"><br></div><div id="yui_3_16_0_ym19_1_1472483563184_7144"><br></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6809"><br id="yui_3_16_0_ym19_1_1472483563184_6810"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6811">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6812">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6813"> # GOAL 1</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6814">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6815">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6816"><br id="yui_3_16_0_ym19_1_1472483563184_6817"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6818"><br id="yui_3_16_0_ym19_1_1472483563184_6819"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6820">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6821">### Packages</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6822">library(RCurl)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6823">library(bitops)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6824">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6825"><br id="yui_3_16_0_ym19_1_1472483563184_6826"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6827"><br id="yui_3_16_0_ym19_1_1472483563184_6828"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6829">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6830">### Logging INMET</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6831"><br id="yui_3_16_0_ym19_1_1472483563184_6832"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6833">### Login link</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6834">myURL1 <- "http://www.inmet.gov.br/projetos/rede/pesquisa/inicio.php"</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6835">### Data link</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6836">myURL2 <- "http://www.inmet.gov.br/projetos/rede/pesquisa/gera_serie_txt.php?&mRelEstacao=83309&btnProcesso=serie&mRelDtInicio=01/01/2015&mRelDtFim=29/08/2016&mAtributos=,,1,1,,,,,,1,1,,1,1,1,1,"</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6837">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6838"><br id="yui_3_16_0_ym19_1_1472483563184_6839"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6840"><br id="yui_3_16_0_ym19_1_1472483563184_6841"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6842">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6843">### Access Data</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6844"><br id="yui_3_16_0_ym19_1_1472483563184_6845"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6846">myParams=list(</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6847"> mCod="EMAIL", ### alterar!</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6848"> mSenha="PASSWORD", ### alterar!</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6849"> btnProcesso = " Acessar ")</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6850">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6851"><br id="yui_3_16_0_ym19_1_1472483563184_6852"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6853"><br id="yui_3_16_0_ym19_1_1472483563184_6854"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6855">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6856">### Getting Data</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6857"><br id="yui_3_16_0_ym19_1_1472483563184_6858"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6859">myCurl <- getCurlHandle()</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6860">curlSetOpt(cookiejar="cookies.txt", useragent="Chrome/10.0.648.133" , followlocation=TRUE, curl=myCurl)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6861">###"Mozilla/5.0"</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6862"><br id="yui_3_16_0_ym19_1_1472483563184_6863"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6864">login <- postForm(myURL1, .params=myParams, curl=myCurl)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6865"><br id="yui_3_16_0_ym19_1_1472483563184_6866"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6867">DATA <- getURLContent(myURL2, curl=myCurl)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6868">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6869"><br id="yui_3_16_0_ym19_1_1472483563184_6870"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6871"><br id="yui_3_16_0_ym19_1_1472483563184_6872"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6873"><br id="yui_3_16_0_ym19_1_1472483563184_6874"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6875">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6876">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6877"> # GOAL 2</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6878">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6879">#************************************************************</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6880"><br id="yui_3_16_0_ym19_1_1472483563184_6881"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6882">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6883">### Tiding Data</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6884"><br id="yui_3_16_0_ym19_1_1472483563184_6885"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6886">### Using shell script to separate DATA from text</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6887">#### grep "^83309" < ESTACAO_83309.html > ESTACAO_83303_DATA.csv</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6888">### Shell script, get all lines that starts with "83309" (station number)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6889"><br id="yui_3_16_0_ym19_1_1472483563184_6890"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6891">SHELL_FUN = paste("grep", "^83309", "<", "ESTACAO_83309.html",</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6892"> ">", "ESTACAO_83303_DATA.csv",</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6893"> sep = ' ')</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6894">### </div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6895">system(SHELL_FUN)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6896"><br id="yui_3_16_0_ym19_1_1472483563184_6897"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6898">DATA_83303 <- read.csv("ESTACAO_83303_DATA.csv", sep = ";", dec = ".")</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6899"><br id="yui_3_16_0_ym19_1_1472483563184_6900"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6901">colnames(DATA_83303) <- c("Estacao", "Data", "Hora", "Precipitacao",</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6902"> "TempMaxima", "TempMinima", "Insolacao",</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6903"> "Evaporacao_Piche", "Temp_Comp_Media",</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6904"> "UR_Media", "Vel_Vent_Media")</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6905"><br id="yui_3_16_0_ym19_1_1472483563184_6906"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6907">names(DATA_83303)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6908">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6909"><br id="yui_3_16_0_ym19_1_1472483563184_6910"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6911"><br id="yui_3_16_0_ym19_1_1472483563184_6912"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6913">#------------------------------------------------------------</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6914">### Organizing DATA</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6915">### Data from INMET has two lines for each</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6916">### To put one line for each day, use oneline() function </div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6917">### Calling ONE_LINE function</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6918">### from https://github.com/rafatieppo/INMET_DATA_ORDER</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6919"><br id="yui_3_16_0_ym19_1_1472483563184_6920"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6921">### ATTENTION</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6922">### To use oneline() is mandatory a data.frame with a specific cols data</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6923">### order, as follow (names doen not matter, only sequence):</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6924"><br id="yui_3_16_0_ym19_1_1472483563184_6925"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6926">### Estacao; Data; Hora; Precipitacao; TempMaxima; TempMinima;</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6927">### Insolacao; Umidade Relativa Media; Velocidade do Vento Media; </div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6928"><br id="yui_3_16_0_ym19_1_1472483563184_6929"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6930">DATA_83303 <- DATA_83303[c(1:7,10:11)]</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6931"><br id="yui_3_16_0_ym19_1_1472483563184_6932"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6933">Estacao;Data;Hora;Precipitacao;TempMaxima;TempMinima;Insolacao;Evaporacao</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6934">Piche;Temp Comp Media;Umidade Relativa Media;Velocidade do Vento Media; </div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6935"><br id="yui_3_16_0_ym19_1_1472483563184_6936"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6937">### Ordering with oneline() function</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6938"><br id="yui_3_16_0_ym19_1_1472483563184_6939"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6940">DATA_83303_one_line <- one_line(DATA_83303)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6941"><br id="yui_3_16_0_ym19_1_1472483563184_6942"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6943">edit(DATA_83303_one_line)</div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6944"><br id="yui_3_16_0_ym19_1_1472483563184_6945"></div><div dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6946">#------------------------------------------------------------</div><div style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;" dir="ltr" id="yui_3_16_0_ym19_1_1472483563184_6947"><br id="yui_3_16_0_ym19_1_1472483563184_6948"></div></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" dir="ltr" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><br></div><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3918" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"> </div><div class="yiv4909159155signature" id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3921" style="color: rgb(0, 0, 0); font-family: "Courier New", courier, monaco, monospace, sans-serif; font-size: 16px;"><div id="yiv4909159155yui_3_16_0_ym19_1_1472483563184_3920"><font style="font-family:tahoma, 'new york', times, serif;" size="1"><span class="yiv4909159155yui_3_7_2_18_1354538511367_65" style="font-family:verdana, helvetica, sans-serif;font-weight:bold;">Rafael Tieppo</span><br clear="none" style="font-family:verdana, helvetica, sans-serif;"><span class="yiv4909159155yui_3_7_2_18_1354538511367_67" style="font-family:verdana, helvetica, sans-serif;">State University of Mato Grosso - </span></font><font 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