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Merge pull request #2 from ctlente/master
Adição dos arquivos referentes ao TJAM e TJBA
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.Rhistory | ||
.RData | ||
inst/doc | ||
.DS_Store | ||
.Rapp.history |
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Package: esaj | ||
Title: What the Package Does (one line, title case) | ||
Title: Robo de buscas de todos os sistemas do e-SAJ | ||
Version: 0.0.0.9000 | ||
Authors@R: person("First", "Last", email = "first.last@example.com", role = c("aut", "cre")) | ||
Description: What the package does (one paragraph). | ||
Depends: | ||
R (>= 3.2.3) | ||
License: What license is it under? | ||
Description: Robo de buscas de todos os sistemas do e-SAJ. | ||
Depends: R (>= 3.2.3) | ||
License: file LICENSE | ||
Imports: | ||
magrittr, | ||
V8, | ||
captchaTJSC, | ||
captchasaj, | ||
doParallel, | ||
dplyr, | ||
httr, | ||
janitor, | ||
jsonlite, | ||
lubridate, | ||
multidplyr, | ||
plyr, | ||
readr, | ||
rvest, | ||
stringr, | ||
tidyr, | ||
xml2 | ||
Remotes: | ||
hadley/multidplyr | ||
Suggests: | ||
knitr, | ||
rmarkdown | ||
VignetteBuilder: knitr | ||
LazyData: true | ||
RoxygenNote: 6.0.1 | ||
Suggests: knitr, | ||
rmarkdown | ||
VignetteBuilder: knitr |
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# Generated by roxygen2: do not edit by hand | ||
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export("%>%") | ||
export(build_url_cpo_pg) | ||
export(build_url_cpo_sg) | ||
export(cpo_pg) | ||
export(cpo_pg_um) | ||
export(cpo_sg) | ||
export(decisao_cpo_sg) | ||
export(decisao_cpo_sg_um) | ||
export(desacentuar) | ||
export(dje) | ||
export(dje_range) | ||
export(dje_tjba) | ||
export(parse_cpo_sg) | ||
export(parse_cpo_sg_um_keyval) | ||
export(parse_cpopg) | ||
export(parse_cpopg_audiencias_) | ||
export(parse_cpopg_delegacia_) | ||
export(parse_cpopg_histclasses_) | ||
export(parse_cpopg_infos_) | ||
export(parse_cpopg_movs_) | ||
export(parse_cpopg_partes_) | ||
export(pesquisar_processos) | ||
export(pesquisar_processos_2inst) | ||
export(quebra_captcha) | ||
export(tem_captcha) | ||
importFrom(magrittr,"%<>%") | ||
importFrom(magrittr,"%>%") |
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tirar_fundo_e_riscos <- function(d) { | ||
d %>% | ||
dplyr::filter(y > 15) %>% | ||
dplyr::group_by(cor) %>% | ||
dplyr::mutate(n = n()) %>% | ||
dplyr::ungroup() %>% | ||
dplyr::filter(n < max(n)) %>% | ||
dplyr::filter(n > sort(unique(n), decreasing = TRUE)[3]) | ||
} | ||
filtrar_cor <- function(d, cor_nm) { | ||
cor_correta <- eval(call(tolower(cor_nm), d)) | ||
dplyr::filter(d, cor == cor_correta) | ||
} | ||
laranja <- function(d) { | ||
d %>% | ||
dplyr::filter(b < .5) %>% | ||
dplyr::filter(r + g == max(r + g)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
azul <- function(d) { | ||
d %>% | ||
dplyr::filter(r < .5, g < .8) %>% | ||
dplyr::filter(b == max(b)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
verde <- function(d) { | ||
d %>% | ||
dplyr::filter(r < .5, b < .5) %>% | ||
dplyr::filter(g == max(g)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
vermelho <- function(d) { | ||
d %>% | ||
dplyr::filter(b < .5, g < .5) %>% | ||
dplyr::filter(r == max(r)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
rosa <- function(d) { | ||
d %>% | ||
dplyr::filter(g < .8) %>% | ||
dplyr::filter(r + b == max(r + b)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
roxo <- function(d) { | ||
d %>% | ||
dplyr::filter(g < .5) %>% | ||
dplyr::filter(r + b == max(r + b)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
preto <- function(d) { | ||
d %>% | ||
dplyr::filter(r + b + g == min(r + b + g)) %>% | ||
head(1) %>% | ||
with(cor) | ||
} | ||
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decrypt_captcha_tjam <- function(arq) { | ||
json <- jsonlite::fromJSON(arq) | ||
image <- json %>% | ||
with(imagem) %>% | ||
stringr::str_split_fixed(',', 2) %>% | ||
magrittr::extract(TRUE, 2) %>% | ||
base64enc::base64decode() | ||
cor_json <- json %>% | ||
with(labelValorCaptcha) %>% | ||
stringr::str_match('<b>([A-Za-z]+)') %>% | ||
magrittr::extract(TRUE, 2) | ||
img_png <- png::readPNG(image) | ||
img_dim <- dim(img_png) | ||
img_df <- tibble::tibble( | ||
x = rep(1:img_dim[2], each = img_dim[1]), | ||
y = rep(img_dim[1]:1, img_dim[2]), | ||
r = as.vector(img_png[,,1]), | ||
g = as.vector(img_png[,,2]), | ||
b = as.vector(img_png[,,3]) | ||
) %>% | ||
dplyr::mutate(cor = rgb(r, g, b), id = 1:n()) %>% | ||
tirar_fundo_e_riscos() | ||
tmp <- tempfile(fileext = '.png') | ||
complete_df <- purrr::cross_df( | ||
list(x = min(img_df$x):max(img_df$x), | ||
y = min(img_df$y):max(img_df$y)) | ||
) | ||
img_df %>% | ||
filtrar_cor(cor_json) %>% | ||
dplyr::mutate(preto = 0) %>% | ||
dplyr::arrange(x, y) %>% | ||
dplyr::right_join(complete_df, c('x', 'y')) %>% | ||
tidyr::replace_na(list(preto = 1)) %>% | ||
dplyr::select(x, y, preto) %>% | ||
tidyr::spread(x, preto, fill = 1) %>% | ||
dplyr::select(-y) %>% | ||
as.matrix() %>% | ||
magrittr::extract(nrow(.):1, TRUE) %>% | ||
png::writePNG(tmp) | ||
res <- tmp %>% | ||
magick::image_read() %>% | ||
magick::image_trim() %>% | ||
magick::image_scale('x50') %>% | ||
tesseract::ocr() %>% | ||
stringr::str_trim() %>% | ||
tolower() %>% | ||
stringr::str_replace_all('[^a-z]', '') | ||
res | ||
} | ||
decrypt_captcha_tjam <- purrr::possibly(decrypt_captcha_tjam, "xxxx", quiet = T) | ||
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download_captcha_tjam <- function(dir = './', time_stamp = '') { | ||
link_captcha <- 'http://consultasaj.tjam.jus.br/cpopg/imagemCaptcha.do' | ||
nome <- stringr::str_replace_all(lubridate::now(), "[^0-9]", "") | ||
a <- tempfile() | ||
r <- httr::POST(link_captcha, | ||
body = list(timestamp = time_stamp, | ||
uuidCaptcha = '', | ||
conversationId = ''), | ||
httr::write_disk(a, overwrite = TRUE)) | ||
invisible(a) | ||
} | ||
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uuid_captcha <- function(arq_captcha) { | ||
jsonlite::fromJSON(arq_captcha)$uuidCaptcha | ||
} | ||
uuid_captcha <- purrr::possibly(uuid_captcha, "xxxx", quiet = TRUE) | ||
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query_processo <- function(p) { | ||
list('conversationId' = '', | ||
'dadosConsulta.localPesquisa.cdLocal' = '-1', | ||
'cbPesquisa' = 'NUMPROC', | ||
'dadosConsulta.tipoNuProcesso' = 'UNIFICADO', | ||
'numeroDigitoAnoUnificado' = stringr::str_sub(p, 1, 15), | ||
'foroNumeroUnificado' = stringr::str_sub(p, -4, -1), | ||
'dadosConsulta.valorConsultaNuUnificado' = p, | ||
'dadosConsulta.valorConsulta' = '', | ||
'uuidCaptcha' = '', | ||
'vlCaptcha' = '', | ||
'novoVlCaptcha' = '') | ||
} | ||
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tem_captcha <- function(r) { | ||
(r %>% | ||
httr::content('text', encoding = "ISO-8859-1") %>% | ||
xml2::read_html() %>% | ||
rvest::html_nodes('#captchaCodigo') %>% | ||
length()) > 0 | ||
} | ||
tem_captcha <- purrr::possibly(tem_captcha, TRUE, quiet = TRUE) | ||
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baixar_tjam_um <- function(cod_processo, dir_processo = '.') { | ||
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# Tentar 10 vezes no máximo | ||
for (i in 1:10) { | ||
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# query e preprocess | ||
query <- query_processo(cod_processo) | ||
cod_processo_clean <- gsub('[^0-9]', '', cod_processo) | ||
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# acesso inicial (cookies + handle) | ||
u_open <- 'http://consultasaj.tjam.jus.br/cpopg/open.do' | ||
r_open <- httr::GET(u_open) | ||
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# captcha | ||
arq_captcha <- download_captcha_tjam(time_stamp = stringr::str_replace_all(lubridate::now(), "[^0-9]", "")) | ||
vl_captcha <- decrypt_captcha_tjam(arq_captcha) | ||
uuid <- uuid_captcha(arq_captcha) | ||
query$uuidCaptcha <- uuid | ||
query$vlCaptcha <- vl_captcha | ||
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# baixa processo | ||
u_search <- 'http://consultasaj.tjam.jus.br/cpopg/search.do' | ||
arq_processo <- sprintf('%s/%s.html', dir_processo, cod_processo_clean) | ||
file.remove(arq_captcha) | ||
r <- httr::GET(u_search, query = query, | ||
httr::write_disk(arq_processo, overwrite = TRUE)) | ||
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# Break | ||
if (!tem_captcha(r)) { break } | ||
else { file.remove(arq_processo) } | ||
} | ||
} |
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