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ncaa_game_logs.R
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ncaa_game_logs.R
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#' @rdname ncaa_game_logs
#' @title **Get NCAA Baseball Game Logs**
#' @param player_id A player's unique id. Can be found using the
#' get_ncaa_baseball_roster function.
#' @param year The year of interest.
#' @param type The kind of statistics you want to return. Current options
#' are 'batting' or 'pitching'.
#' @param span The span of time; can either be 'game' for game logs in a season, or 'career' which
#' returns seasonal stats for a player's career.
#' @param ... Additional arguments passed to an underlying function like httr.
#' @return A data frame containing player and school information
#' as well as game by game statistics
#'
#' |col_name |types |
#' |:-------------|:---------|
#' |player_id |numeric |
#' |player_name |character |
#' |Date |character |
#' |Opponent |character |
#' |Result |character |
#' |App |numeric |
#' |G |numeric |
#' |GS |numeric |
#' |IP |numeric |
#' |CG |numeric |
#' |H |numeric |
#' |R |numeric |
#' |ER |numeric |
#' |BB |numeric |
#' |SO |numeric |
#' |SHO |numeric |
#' |BF |numeric |
#' |P-OAB |numeric |
#' |2B-A |numeric |
#' |3B-A |numeric |
#' |Bk |numeric |
#' |HR-A |numeric |
#' |WP |numeric |
#' |HB |numeric |
#' |IBB |numeric |
#' |Inh Run |numeric |
#' |Inh Run Score |numeric |
#' |SHA |numeric |
#' |SFA |numeric |
#' |Pitches |numeric |
#' |GO |numeric |
#' |FO |numeric |
#' |W |numeric |
#' |L |numeric |
#' |SV |numeric |
#' |OrdAppeared |numeric |
#' |KL |numeric |
#' |pickoffs |character |
#'
#' @importFrom tibble tibble
#' @importFrom tidyr extract_numeric
#' @import rvest
#' @export
#' @examples \donttest{
#' try(ncaa_game_logs(player_id = 2649785, year = 2023, type = "pitching", span = "game"))
#' try(ncaa_game_logs(player_id = 2477974, year = 2023, type = "pitching", span = "career"))
#' try(ncaa_game_logs(player_id = 2680961, year = 2023, type = "batting", span = "game"))
#' try(ncaa_game_logs(player_id = 2486588, year = 2023, type = "batting", span = "career"))
#' }
ncaa_game_logs <- function(player_id, year, type = "batting", span = 'game', ...) {
if (is.null(player_id)) {
cli::cli_abort("Enter valid player_id")
}
if (is.null(year)) {
cli::cli_abort("Enter valid year as a number (YYYY)")
}
if (is.null(type) | !(type %in% c("batting","pitching", "fielding"))) {
cli::cli_abort("Enter valid type: 'batting', 'pitching'")
}
if (is.null(span) | !(span %in% c("game","career"))) {
cli::cli_abort("Enter valid span: 'game', 'career'")
}
season_ids <- load_ncaa_baseball_season_ids()
year_id <- season_ids %>%
dplyr::filter(.data$season == year) %>%
dplyr::select("id")
batting_id <- season_ids %>%
dplyr::filter(.data$season == year) %>%
dplyr::select("batting_id")
pitching_id <- season_ids %>%
dplyr::filter(.data$season == year) %>%
dplyr::select("pitching_id")
headers <- httr::add_headers(.headers = .ncaa_headers())
tryCatch(
expr = {
if (type == "batting") {
batting_url <- paste0("https://stats.ncaa.org/player/index?id=", year_id,"&stats_player_seq=", player_id,"&year_stat_category_id=", batting_id)
batting_resp <- request_with_proxy(url = batting_url, ..., headers)
check_status(batting_resp)
batting_payload <- batting_resp %>%
httr::content(as = "text", encoding = "UTF-8") %>%
xml2::read_html()
player_name <- ((batting_payload %>%
rvest::html_elements("select"))[3] %>%
rvest::html_elements(xpath = "//option[@selected]") %>%
rvest::html_text())[3]
player_name <- stringr::str_remove(stringr::str_extract(player_name,".*(?<= #)")," #")
} else {
pitching_url <- paste0("https://stats.ncaa.org/player/index?id=", year_id,"&stats_player_seq=", player_id,"&year_stat_category_id=", pitching_id)
pitching_resp <- request_with_proxy(url = pitching_url, ..., headers)
check_status(pitching_resp)
pitching_payload <- pitching_resp %>%
httr::content(as = "text", encoding = "UTF-8") %>%
xml2::read_html()
player_name <- ((pitching_payload %>%
rvest::html_elements("select"))[3] %>%
rvest::html_elements(xpath = "//option[@selected]") %>%
rvest::html_text())[3]
player_name <- stringr::str_remove(stringr::str_extract(player_name,".*(?<= #)")," #")
}
if (span == 'game') {
if (type == "batting") {
payload_df <- ((batting_payload %>%
rvest::html_elements("table"))[5] %>%
rvest::html_table() %>%
as.data.frame())
colnames(payload_df) <- payload_df[2,]
payload_df <- payload_df[-c(1:2),]
payload_df <- payload_df[!is.na(names(payload_df))]
if ('OPP DP' %in% colnames(payload_df) == TRUE) {
payload_df <- payload_df %>%
dplyr::rename("DP" = "OPP DP")
}
batting_cols <- c("Date", "Opponent", "Result",
"G", "R", "AB", "H", "2B", "3B", "TB", "HR", "RBI",
"BB", "HBP", "SF", "SH", "K", "DP", "CS", "Picked",
"SB", "IBB", "RBI2out")
payload_df <- payload_df %>%
dplyr::select(batting_cols)
cols_to_num <- c("G", "R", "AB", "H", "2B", "3B", "TB", "HR", "RBI",
"BB", "HBP", "SF", "SH", "K", "DP", "CS", "Picked",
"SB", "IBB", "RBI2out")
suppressWarnings(
payload_df <- payload_df %>%
dplyr::mutate_at(cols_to_num, as.numeric)
)
payload_df <- payload_df %>%
dplyr::mutate(
player_id = player_id,
player_name = player_name,
Year = year) %>%
dplyr::select("player_id", "player_name", tidyr::everything())
} else {
payload_df <- ((pitching_payload %>%
rvest::html_elements("table"))[5] %>%
rvest::html_table() %>%
as.data.frame())
colnames(payload_df) <- payload_df[2,]
payload_df <- payload_df[!is.na(names(payload_df))]
payload_df <- payload_df[-c(1:2),]
if ('OPP DP' %in% colnames(payload_df) == TRUE) {
payload_df <- payload_df %>%
dplyr::rename("DP" = "OPP DP")
}
cols_to_num <- c("G", "App", "GS", "IP", "CG", "H", "R", "ER", "BB", "SO", "SHO", "BF", "P-OAB", "2B-A", "3B-A", "Bk", "HR-A", "WP", "HB", "IBB", "Inh Run", "Inh Run Score", "SHA", "SFA", "Pitches", "GO", "FO", "W", "L", "SV", "OrdAppeared", "KL")
suppressWarnings(
payload_df <- payload_df %>%
dplyr::mutate_at(cols_to_num, as.numeric)
)
}
payload_df <- payload_df %>%
dplyr::mutate(
player_id = player_id,
player_name = player_name,
Year = year) %>%
dplyr::select("player_id", "player_name", tidyr::everything())
} else {
if (type == 'batting') {
payload_df <- ((batting_payload %>%
rvest::html_elements('table'))[3] %>%
rvest::html_table() %>%
as.data.frame())[-1,]
colnames(payload_df) <- payload_df[1,]
payload_df <- payload_df[!is.na(names(payload_df))]
payload_df <- payload_df[-1,]
if ('OPP DP' %in% colnames(payload_df) == TRUE) {
payload_df <- payload_df %>%
dplyr::rename("DP" = "OPP DP")
}
payload_df <- payload_df %>%
dplyr::select(
"Year",
"Team",
"GP",
"BA",
"G",
"OBPct",
"SlgPct",
"R",
"AB",
"H",
"2B",
"3B",
"TB",
"HR",
"RBI",
"BB",
"HBP",
"SF",
"SH",
"K",
"DP",
"CS",
"Picked",
"SB",
"RBI2out")
payload_df <- payload_df %>%
dplyr::mutate(
player_id = player_id,
player_name = player_name) %>%
dplyr::select("Year", "player_id", "player_name", tidyr::everything())
} else {
payload_df <- ((pitching_payload %>%
rvest::html_elements('table'))[3] %>%
rvest::html_table() %>%
as.data.frame())[-1,]
colnames(payload_df) <- payload_df[1,]
payload_df <- payload_df[!is.na(names(payload_df))]
payload_df <- payload_df[-1,]
payload_df <- payload_df %>%
dplyr::select(
"Year",
"Team",
"GP",
"G",
"App",
"GS",
"ERA",
"IP",
"CG",
"H",
"R",
"ER",
"BB",
"SO",
"SHO",
"BF",
"P-OAB",
"2B-A",
"3B-A",
"Bk",
"HR-A",
"WP",
"HB",
"IBB",
"Inh Run",
"Inh Run Score",
"SHA",
"SFA",
"Pitches",
"GO",
"FO",
"W",
"L",
"SV",
"KL",
tidyr::everything())
payload_df <- payload_df %>%
dplyr::mutate(
player_id = player_id,
player_name = player_name) %>%
dplyr::select("Year", "player_id", "player_name", tidyr::everything())
}
}
payload_df <- payload_df %>%
make_baseballr_data("NCAA Baseball Game Logs data from stats.ncaa.org",Sys.time())
},
error = function(e) {
message(glue::glue("{Sys.time()}: Invalid arguments provided"))
},
finally = {
}
)
return(payload_df)
}
#' @rdname get_ncaa_game_logs
#' @title **(legacy) Get NCAA Baseball Game Logs**
#' @inheritParams ncaa_game_logs
#' @return A data frame containing player and school information
#' as well as game by game statistics
#' @keywords legacy
#' @export
get_ncaa_game_logs <- ncaa_game_logs