library(stringr) source("db.R") serenitasdb <- dbConn("serenitasdb") sqlArray <- function(vec){ vec[is.na(vec)] <- "NULL" return( sprintf("{%s}", paste(vec, collapse=",")) ) } sqlQuote <- function(svec){ return( str_c("'", svec, ",") ) } nameToBasketID <- function(name, date=Sys.Date()){ sqlstr <- "SELECT * from nametobasketid($1, $2)" r <- dbGetQuery(serenitasdb, sqlstr, params=list(name, date)) return(as.integer(r)) } set.index.desc <- function(index, date=Sys.Date()){ ## retrieve factor, loss, and maturity from the database for a given index ## depending on date if(class(index)!="creditIndex"){ stop("need to pass a credit index") } id <- nameToBasketID(index$name, date) sqlstr <- paste("SELECT indexfactor, cumulativeloss, maturity from index_desc", "WHERE tenor=$1 and basketid=$2") r <- as.list(dbGetQuery(serenitasdb, sqlstr, params=list(index$tenor, id))) return(c(index, list(tradedate = date, factor=r$indexfactor/100, loss=r$cumulativeloss/100, maturity=r$maturity))) } cdslist <- function(indexname, date=Sys.Date()){ basketid <- nameToBasketID(indexname, date) sqlstr <- "select * from bbg_issuers where Array[$1::int] && index_list" return( dbGetQuery(serenitasdb, sqlstr, params=list(basketid))) } arr.convert <- function(arr, col.names){ ## convert into a sqlarray into an R arraay ## inverse of sqlArray if(missing(col.names)){ ncol <- str_count(arr[1], ",") + 1 }else{ ncol <- length(col.names) } arr <- str_split_fixed(str_sub(arr, 2, -2), ",", ncol) arr[arr=="NULL"] <- NA storage.mode(arr) <- "numeric" if(!missing(col.names)){ colnames(arr) <- col.names } return(arr) } get.singlenamesquotes <- function(indexname, date=Sys.Date()){ r <- dbGetQuery(serenitasdb, "SELECT * from curve_quotes($1, $2)", params = list(indexname, date)) tenors <- c("6m", paste0(c(1, 2, 3, 4, 5, 7, 10), "y")) quotes <- list(tickers=r[,1], spread_curve = arr.convert(r$spread_curve, tenors), upfront_curve =arr.convert(r$upfront_curve, tenors), recovery_curve = arr.convert(r$recovery_curve, tenors)) return( quotes ) } indexsplit <- function(indexname){ return(list(indextype = str_to_upper(str_sub(indexname, 0, 2)), series=str_sub(indexname, 3, -1))) } get.tranchequotes <- function(indexname, tenor='5yr', date=Sys.Date()){ ## first try the easy way: sqlstr <- paste("select * from tranche_quotes", "where index=$1 and series=$2 and quotedate::date=$3", "and tenor = $4 order by attach asc") temp <- indexsplit(indexname) indextype <- temp$indextype series <- temp$series r <- dbGetQuery(serenitasdb, sqlstr, params = list(indextype, series, date, tenor)) ## check if set is unique and complete ## hy9 and hy10 tranche is gone if(tolower(indexname) %in% c("hy9", "hy10")){ lower.attach <- 10 }else{ lower.attach <- 0 } if(length(unique(r$attach))==length(r$attach) && all(c(r$attach, 100)==c(lower.attach, r$detach))){ return(r) } ##else we work harder ##we get the list of distinct quotes sqlstr <- paste("select distinct quotesource, quotedate from tranche_quotes", "where index=$1 and series=$2 and quotedate::date=$3", "and tenor = $4 order by quotedate desc") distinct.quotes <- dbGetQuery(serenitasdb, sqlstr, params = list(indextype, series, date, tenor)) flag <- FALSE ##we loop through the disctinct quotes until we find a complete set if(nrow(distinct.quotes)==0){ return(NULL) } for(i in 1:nrow(distinct.quotes)){ sqlstr <- str_c("select * from tranche_quotes where index=$1 ", "and series=$2 and tenor = $3 and quotedate=$4 ", if(indextype == 'HY' && series>=15) "and detach-attach!=5 " else NULL, "and quotesource=$5 order by attach asc") r <- dbGetQuery(serenitasdb, sqlstr, params = list(indextype, series, tenor, distinct.quotes$quotedate[i], distinct.quotes$quotesource[i])) if(all(c(r$attach, 100)==c(lower.attach, r$detach))){#set is complete flag <- TRUE break } } if(!flag){ return(NULL) } return( r ) } couponfromindex <- function(indexname, tenor){ sqlstr <- "select coupon from index_maturity where index=$1 and series=$2 and tenor=$3" r <- with(indexsplit(indexname), dbGetQuery(serenitasdb, sqlstr, params = list(indextype, series, tenor))) r$coupon } getlastdate <- function(indexname, tenor){ stmt <- paste("SELECT max(date)+1 AS date FROM risk_numbers", "WHERE index=$1 and series=$2 and tenor=$3") r <- with(indexsplit(indexname), dbGetQuery(serenitasdb, stmt, params = list(indextype, series, tenor))) return( r$date ) } get.indexquotes <- function(indexname, tenor){ stmt <- "select * from index_quotes where index=$1 and series=$2 and tenor=$3 order by date" return ( with(indexplit(indexname), dbGetQuery(serenitasdb, stmt, params=list(indextype, series, tenor))) ) } get.skews <- function(indexname, tenor){ stmt <- "select date, skew from risk_numbers where index=$1 and series=$2 and tenor=$3 order by date" arr <- with(indexsplit(indexname), dbGetQuery(serenitasdb, stmt, params=list(indextype, series, tenor))) dates <- arr$date skews <- data.frame(dates, arr.convert(arr$skew)) return ( skews[,-ncol(skews)] ) }