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trf5_cpo_fisico.r
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trf5_cpo_fisico.r
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# Precatórios
# Autor: Marcello Silveira Filgueiras
library(tidyverse)
library(httr)
library(xml2)
library(rvest)
library(lubridate)
# Baixando e Iterando -----------------------------------------------------
trf5_baixar_cpo_fisico <- function(processos = "",
diretorio= "") {
url_base <- "https://cp.trf5.jus.br/processo/"
barra_progresso <- progress::progress_bar $ new(total = length(processos))
map (.x= processos,
.f= ~ {
barra_progresso$tick()
httr::GET (paste0(url_base,
.x),
httr::write_disk(path = paste0(diretorio,
"/",
"julgados_",
as.character(.x),
"_",
Sys.time()%>%
stringr::str_replace_all("\\D","_"),
".html")
)
) }
)
}
# processos_precatorios_ind <- c("0331616-40.2020.4.05.0000", "0313610-82.2020.4.05.0000", "0313609-97.2020.4.05.0000", "0313608-15.2020.4.05.0000", "0313607-30.2020.4.05.0000", "0313611-67.2020.4.05.0000", "0313498-16.2020.4.05.0000", "0313496-46.2020.4.05.0000", "0313492-09.2020.4.05.0000", "0313491-24.2020.4.05.0000", "0313490-39.2020.4.05.0000", "0313497-31.2020.4.05.0000","0321743-16.2020.4.05.0000", "0321747-53.2020.4.05.0000", "0321748-38.2020.4.05.0000", "0321753-60.2020.4.05.0000", "0321777-88.2020.4.05.0000", "0321775-21.2020.4.05.0000", "0321776-06.2020.4.05.0000", "0340656-46.2020.4.05.0000" ,"0321754-45.2020.4.05.0000", "0331612-03.2020.4.05.0000", "0331916-02.2020.4.05.0000", "0331917-84.2020.4.05.0000","0331918-69.2020.4.05.0000" ,"0331919-54.2020.4.05.0000", "0331920-39.2020.4.05.0000", "0331958-51.2020.4.05.0000", "0331933-38.2020.4.05.0000", "0331934-23.2020.4.05.0000", "0331944-67.2020.4.05.0000", "0331945-52.2020.4.05.0000" ,"0331946-37.2020.4.05.0000", "0331921-24.2020.4.05.0000" ,"0342223-15.2020.4.05.0000", "0342224-97.2020.4.05.0000", "0342225-82.2020.4.05.0000", "0342226-67.2020.4.05.0000", "0342269-04.2020.4.05.0000", "0342228-37.2020.4.05.0000", "0342229-22.2020.4.05.0000", "0342267-34.2020.4.05.0000","0342268-19.2020.4.05.0000", "0342227-52.2020.4.05.0000", "0331903-03.2020.4.05.0000", "0331904-85.2020.4.05.0000", "0331922-09.2020.4.05.0000", "0331923-91.2020.4.05.0000", "0331924-76.2020.4.05.0000", "0330972-97.2020.4.05.0000" ,"0331935-08.2020.4.05.0000", "0331936-90.2020.4.05.0000", "0331947-22.2020.4.05.0000", "0331948-07.2020.4.05.0000", "0331949-89.2020.4.05.0000", "0331925-61.2020.4.05.0000", "0341656-81.2020.4.05.0000" ,"0341787-56.2020.4.05.0000" ,"0341788-41.2020.4.05.0000", "0341789-26.2020.4.05.0000", "0341790-11.2020.4.05.0000", "0341649-89.2020.4.05.0000", "0341792-78.2020.4.05.0000", "0341793-63.2020.4.05.0000", "0341794-48.2020.4.05.0000", "0341795-33.2020.4.05.0000", "0341648-07.2020.4.05.0000", "0341791-93.2020.4.05.0000", "0331647-60.2020.4.05.0000", "0331905-70.2020.4.05.0000", "0331906-55.2020.4.05.0000", "0331907-40.2020.4.05.0000", "0331908-25.2020.4.05.0000", "0331926-46.2020.4.05.0000" "0331959-36.2020.4.05.0000", "0331937-75.2020.4.05.0000", "0331938-60.2020.4.05.0000", "0331939-45.2020.4.05.0000", "0331950-74.2020.4.05.0000", "0331951-59.2020.4.05.0000", "0331927-31.2020.4.05.0000", "0341111-11.2020.4.05.0000", "0341112-93.2020.4.05.0000", "0341113-78.2020.4.05.0000", "0341114-63.2020.4.05.0000", "0341120-70.2020.4.05.0000", "0341121-55.2020.4.05.0000", "0341145-83.2020.4.05.0000", "0341125-92.2020.4.05.0000", "0341141-46.2020.4.05.0000", "0341142-31.2020.4.05.0000", "0341143-16.2020.4.05.0000", "0341144-98.2020.4.05.0000", "0341122-40.2020.4.05.0000", "0331651-97.2020.4.05.0000", "0331655-37.2020.4.05.0000", "0331910-92.2020.4.05.0000" "0331911-77.2020.4.05.0000" "0331912-62.2020.4.05.0000" "0331928-16.2020.4.05.0000" "0331909-10.2020.4.05.0000", "0331930-83.2020.4.05.0000", "0331940-30.2020.4.05.0000", "0331952-44.2020.4.05.0000", "0331953-29.2020.4.05.0000" ,"0331954-14.2020.4.05.0000", "0331955-96.2020.4.05.0000", "0331929-98.2020.4.05.0000", "0342020-53.2020.4.05.0000", "0342021-38.2020.4.05.0000" ,"0342022-23.2020.4.05.0000", "0342023-08.2020.4.05.0000", "0342024-90.2020.4.05.0000" ,"0342027-45.2020.4.05.0000", "0342026-60.2020.4.05.0000", "0342028-30.2020.4.05.0000" ,"0342029-15.2020.4.05.0000", "0342032-67.2020.4.05.0000" ,"0342033-52.2020.4.05.0000", "0342025-75.2020.4.05.0000", "0342294-17.2020.4.05.0000", "0342295-02.2020.4.05.0000", "0342300-24.2020.4.05.0000", "0342302-91.2020.4.05.0000", "0342338-36.2020.4.05.0000", "0342327-07.2020.4.05.0000", "0342328-89.2020.4.05.0000", "0342336-66.2020.4.05.0000", "0342337-51.2020.4.05.0000", "0342323-67.2020.4.05.0000", "0230296-10.2021.4.05.0000", "0230260-65.2021.4.05.0000", "0230261-50.2021.4.05.0000", "0230262-35.2021.4.05.0000", "0230259-80.2021.4.05.0000", "0230263-20.2021.4.05.0000", "0230264-05.2021.4.05.0000" ,"0230265-87.2021.4.05.0000", "0230266-72.2021.4.05.0000", "0230267-57.2021.4.05.0000", "0230135-97.2021.4.05.0000", "0340703-20.2020.4.05.0000", "0340722-26.2020.4.05.0000", "0340721-41.2020.4.05.0000", "0340720-56.2020.4.05.0000", "0340712-79.2020.4.05.0000", "0340711-94.2020.4.05.0000", "0340710-12.2020.4.05.0000" ,"0340709-27.2020.4.05.0000" ,"0340708-42.2020.4.05.0000", "0340707-57.2020.4.05.0000", "0340655-61.2020.4.05.0000", "0340702-35.2020.4.05.0000", "0340713-64.2020.4.05.0000" ,"0340704-05.2020.4.05.0000", "0340705-87.2020.4.05.0000", "0340706-72.2020.4.05.0000", "0342274-26.2020.4.05.0000", "0340718-86.2020.4.05.0000", "0340701-50.2020.4.05.0000", "0340700-65.2020.4.05.0000", "0340699-80.2020.4.05.0000", "0340698-95.2020.4.05.0000", "0340697-13.2020.4.05.0000", "0340696-28.2020.4.05.0000", "0340695-43.2020.4.05.0000", "0340694-58.2020.4.05.0000", "0340693-73.2020.4.05.0000", "0340692-88.2020.4.05.0000", "0340777-74.2020.4.05.0000" ,"0340776-89.2020.4.05.0000", "0340719-71.2020.4.05.0000" ,"0340775-07.2020.4.05.0000" )
#Funciona para processsos físicos
#trf5_baixar_cpopg(processos = processos_precatorios_ind,
# diretorio = "cpopg/data_raw")
#Não funciona para processos eletrônicos
#trf5_baixar_cpopg(processos = processos_precatorios_col,
# diretorio = "cpopg/data_raw/exec_coletivas")
# Lendo e Iterando: Dados do Processo -------------------------------------
trf5_cpo_fisico_ler_processos <- function(diretorio= "") {
# Faça a lista de Arquivos presente na pasta
arquivos_lista <- base::list.files(paste0(diretorio,"/"),
pattern = "\\.html$",
full.names = TRUE)
#Faça o tamanho da barra de progresso
barra_progresso <- progress::progress_bar $ new(total =
length(arquivos_lista)
)
#Leia os Arquivos
purrr::map_dfr( .x= arquivos_lista,
.f = ~{
barra_progresso$tick()
arquivos_raw <- xml2::read_html (.x)
processo <- arquivos_raw %>%
xml2::xml_find_first("/html/body/p[2]") %>%
xml2::xml_text() %>%
stringr::str_remove("\n PROCESSO Nº ")
prec <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text()
n_precatorio <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(1) %>%
stringr::str_extract("PRC.+\\b")
data_atuacao <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(2) %>%
stringr::str_remove("AUTUADO EM ")
orgao <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(3) %>%
stringr::str_remove("ORGÃO: ")
n_originario <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(4) %>%
stringr::str_remove("PROC. ORIGINÁRIO Nº: ")
n_requisitorio <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(5) %>%
stringr::str_remove("NÚMERO DO REQUISITÓRIO: ")
n_execucao <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(6) %>%
stringr::str_remove("NÚMERO DO PROCESSO DE EXECUÇÃO: ")
vara <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(7) %>%
stringr::str_remove("VARA: ")
natureza_credito <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(8) %>%
stringr::str_remove("CRÉDITO: ")
assunto <- arquivos_raw %>%
xml2::xml_find_first("/html/body/table") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text() %>% pluck(9) %>%
stringr::str_remove("ASSUNTO: ")
tabelas <- arquivos_raw %>%
xml2::xml_find_all("/html/body/table") %>%
html_table()
tabelas2 <- arquivos_raw %>%
xml2::xml_find_all("/html/body/table[2]") %>%
xml2::xml_find_all("./tr/td") %>%
xml_text()
fase_atual <- tabelas2 %>% pluck(3)
data_fase_atual <- tabelas2 %>% pluck(2)
complemento <- tabelas2 %>% pluck(5)
ultima_localizacao <- tabelas2 %>% pluck(7)
tibble(processo,
n_precatorio,
data_atuacao,
orgao,
n_originario,
n_requisitorio,
n_execucao,
vara,
natureza_credito,
assunto,
fase_atual,
data_fase_atual,
complemento,
ultima_localizacao)
#list(processo,
# prec,
# tabelas,
# tabelas2)
})
}
a<- trf5_cpo_fisico_ler_processos(diretorio = "cpopg/data_raw")
# # Lendo e Iterando: Partes do Processo ----------------------------------
trf5_cpo_fisico_ler_partes <- function(diretorio= "") {
# Faça a lista de Arquivos presente na pasta
arquivos_lista <- base::list.files(paste0(diretorio,"/"),
pattern = "\\.html$",
full.names = TRUE)
#Faça o tamanho da barra de progresso
barra_progresso <- progress::progress_bar $ new(total =
length(arquivos_lista)
)
#Leia os Arquivos
purrr::map_dfr( .x= arquivos_lista,
.f = ~{
barra_progresso$tick()
arquivos_raw <- xml2::read_html (.x)
processo <- arquivos_raw %>%
xml2::xml_find_first("/html/body/p[2]") %>%
xml2::xml_text() %>%
stringr::str_remove("\n PROCESSO Nº ")
tipo_partes <- arquivos_raw %>%
xml2::xml_find_first("//table[@height= '52']") %>%
rvest::html_table() %>%
pluck(1) %>%
str_replace("REQDO", "Requerido")%>%
str_replace("REQTE", "Requerente")
partes <- arquivos_raw %>%
xml2::xml_find_first("//table[@height= '52']") %>%
rvest::html_table() %>%
purrr::pluck(2) %>%
stringr::str_remove(": (\\t)*")
tibble(processo,
tipo_partes,
partes)
#list(processo,
# partes)
})
}
b<- trf5_cpo_fisico_ler_partes(diretorio = "cpopg/data_raw")
# Lendo e Iterando: Movimentações do Processo -----------------------------
trf5_cpo_fisico_ler_movimentacoes <- function(diretorio= "") {
# Faça a lista de Arquivos presente na pasta
arquivos_lista <- base::list.files(paste0(diretorio,"/"),
pattern = "\\.html$",
full.names = TRUE)
#Faça o tamanho da barra de progresso
barra_progresso <- progress::progress_bar $ new(total =
length(arquivos_lista)
)
#Leia os Arquivos
purrr::map_dfr( .x= arquivos_lista,
.f = ~{
barra_progresso$tick()
arquivos_raw <- xml2::read_html (.x)
processo <- arquivos_raw %>%
xml2::xml_find_first("/html/body/p[2]") %>%
xml2::xml_text() %>%
stringr::str_remove("\n PROCESSO Nº ")
#tabelas<- arquivos_raw %>%
# xml2::xml_find_all("/html/body/table") %>%
#html_table()
data_movimentacoes <- arquivos_raw %>%
xml2::xml_find_all("//li[@class='negrito']") %>%
xml2::xml_text() %>%
stringr::str_extract("\\d+/\\d+/\\d+") %>%
lubridate::dmy()
movimentacoes <- arquivos_raw %>%
xml2::xml_find_all("//table[@width= '87%']")%>%
xml2::xml_text()
tibble(processo,
#data_movimentacoes,
movimentacoes
) %>%
dplyr::filter(str_detect(movimentacoes, "Em \\d+/\\d+/\\d+")) %>%
tidyr::separate(movimentacoes,
into = c("data_movimentacao", "movimentacao"),
sep= "\\d+:\\d+",
extra = "merge") %>%
dplyr::mutate(data_movimentacao= stringr::str_extract(data_movimentacao,"\\d+/\\d+/\\d+") %>%
lubridate::dmy()
)
#list(processo,
# tabelas,
# data_movimentacoes,
# movimentacoes)
})
}
c<- trf5_cpo_fisico_ler_movimentacoes(diretorio = "cpopg/data_raw")