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Maria Juliana Duran
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Maria Juliana Duran
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Oct 29, 2024
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# ------- Functions | ||
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hashes_file <- function(replicate_path) { | ||
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violacion <- stringr::str_extract(pattern = "homicidio|desaparicion|secuestro|reclutamiento", | ||
replicate_path) | ||
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file_extension <- stringr::str_extract(pattern = "parquet|csv", replicate_path) | ||
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hash_file <- dplyr::tibble(violacion = violacion, | ||
replica = stringr::str_extract(pattern = ("(?:R)\\d+"), | ||
replicate_path), | ||
hash = purrr::map_chr(replicate_path, | ||
~digest::digest(.x, | ||
algo = "sha1", | ||
file = TRUE))) %>% | ||
filter(!is.na(violacion)) | ||
} | ||
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hashes_content <- function(replicate_path) { | ||
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violacion <- stringr::str_extract(pattern = "homicidio|desaparicion|secuestro|reclutamiento", | ||
replicate_path) | ||
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file_extension <- stringr::str_extract(pattern = "parquet|csv", replicate_path) | ||
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if (file_extension == "parquet") { | ||
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replicate_data <- arrow::read_parquet(replicate_path) | ||
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hash_intor <- dplyr::tibble(violacion = violacion, | ||
replica = stringr::str_extract(pattern = ("(?:R)\\d+"), | ||
replicate_path), | ||
hash = digest::digest(replicate_data, algo = "sha1")) %>% | ||
filter(!is.na(violacion)) | ||
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} else { | ||
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replicate_data <- readr::read_csv(replicate_path) | ||
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hash_intor <- dplyr::tibble(violacion = violacion, | ||
replica = stringr::str_extract(pattern = ("(?:R)\\d+"), | ||
replicate_path), | ||
hash = digest::digest(replicate_data, algo = "sha1")) %>% | ||
filter(!is.na(violacion)) | ||
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} | ||
} | ||
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medidas <- function(replicate_path) { | ||
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ext <- tools::file_ext(replicate_path) | ||
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if (ext == "parquet") { | ||
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replicate_data <- arrow::read_parquet(replicate_path) | ||
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} | ||
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else { | ||
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replicate_data <- readr::read_csv(replicate_path) | ||
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} | ||
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replicate <- unique(replicate_data$replica) | ||
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dpto <- replicate_data %>% | ||
dplyr::group_by(dept_code_hecho) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::filter(dept_code_hecho == 5 | dept_code_hecho == 20) %>% | ||
dplyr::mutate(variable = dplyr::recode(dept_code_hecho, | ||
"5" = "antioquia", | ||
"20" = "cesar")) %>% | ||
dplyr::select(variable,valor) | ||
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etnia <- replicate_data %>% | ||
dplyr::group_by(etnia) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::filter(etnia == "NARP" | etnia == "INDIGENA") %>% | ||
dplyr::rename(variable = etnia) %>% | ||
dplyr::select(variable,valor) | ||
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edad <- replicate_data %>% | ||
dplyr::group_by(edad_categoria) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::filter(edad_categoria == "50-54") %>% | ||
dplyr::mutate(edad_categoria = as.character(edad_categoria)) %>% | ||
dplyr::rename(variable = edad_categoria) %>% | ||
dplyr::select(variable, valor) | ||
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year_2002_2007 <- replicate_data %>% | ||
dplyr::filter(yy_hecho >= 2002 & yy_hecho <= 2007) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = "2002-2007") %>% | ||
dplyr::select(variable, valor) | ||
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year_1990_1994 <- replicate_data %>% | ||
dplyr::filter(yy_hecho >= 1990 & yy_hecho <= 1994) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = "1990-1994") %>% | ||
dplyr::select(variable, valor) | ||
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sexo <- replicate_data %>% | ||
dplyr::group_by(sexo) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::rename(variable = sexo) %>% | ||
dplyr::select(variable, valor) | ||
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perp <- replicate_data %>% | ||
dplyr::group_by(p_str) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::rename(variable = p_str) %>% | ||
dplyr::select(variable, valor) | ||
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w_minor <- replicate_data %>% | ||
dplyr::filter(sexo == "MUJER" & edad_categoria == "10-14") %>% | ||
dplyr::group_by(sexo) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(sexo, | ||
"MUJER" = "mujer menor de edad")) %>% | ||
dplyr::select(variable, valor) | ||
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caq_89_93 <- replicate_data %>% | ||
dplyr::filter(yy_hecho >= 1989 & yy_hecho <= 1993 & dept_code_hecho == 18) %>% | ||
dplyr::group_by(dept_code_hecho) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(dept_code_hecho, | ||
"18" = "caqueta entre 1989 y 1993")) %>% | ||
dplyr::select(variable, valor) | ||
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may <- replicate_data %>% | ||
dplyr::filter(yymm_hecho == 199005) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = "mayo de 1999") %>% | ||
dplyr::select(variable, valor) | ||
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paras_bog <- replicate_data %>% | ||
dplyr::filter(p_str == "PARA" & dept_code_hecho == 11) %>% | ||
dplyr::group_by(dept_code_hecho) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(dept_code_hecho, | ||
"11" = "paramilitares en bogota")) %>% | ||
dplyr::select(variable, valor) | ||
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paras_2016 <- replicate_data %>% | ||
dplyr::filter(p_str == "PARA" & yy_hecho == 2016) %>% | ||
dplyr::group_by(yy_hecho) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(yy_hecho, | ||
"2016" = "paramilitares en 2016")) %>% | ||
dplyr::select(variable, valor) | ||
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mestizo_2000 <- replicate_data %>% | ||
dplyr::filter(yy_hecho == 2000 & etnia == "MESTIZO") %>% | ||
dplyr::group_by(etnia) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(etnia, | ||
"MESTIZO" = "mestizos en el 2000")) %>% | ||
dplyr::select(variable, valor) | ||
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farc_2007 <- replicate_data %>% | ||
dplyr::filter(yy_hecho == 2007 & p_str == "GUE-FARC") %>% | ||
dplyr::group_by(yy_hecho) %>% | ||
dplyr::summarise(valor = dplyr::n()) %>% | ||
dplyr::mutate(variable = dplyr::recode(yy_hecho, | ||
"2007" = "farc en 2007")) %>% | ||
dplyr::select(variable, valor) | ||
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comparar <- dplyr::bind_rows(dpto, etnia, edad, year_2002_2007, year_1990_1994, | ||
sexo, perp, w_minor, caq_89_93, may, paras_bog, | ||
paras_2016, mestizo_2000, farc_2007) | ||
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replicate <- rep(replicate, each = nrow(comparar)) %>% | ||
as.data.frame() | ||
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names(replicate) <- "replica" | ||
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comparar <- dplyr::bind_cols(replicate, comparar) | ||
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comparar$valor <- as.numeric(comparar$valor) | ||
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return(comparar) | ||
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} |
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