use super::{
ApiResponse, deserialize_krx_date, deserialize_optional_f64, deserialize_optional_percentage,
deserialize_optional_u64,
};
use crate::error::Result;
use chrono::NaiveDate;
use polars::prelude::*;
use serde::Deserialize;
#[derive(Debug, Deserialize)]
pub struct KrxIndexDailyRecord {
#[serde(rename = "BAS_DD", deserialize_with = "deserialize_krx_date")]
pub base_date: NaiveDate,
#[serde(rename = "IDX_CLSS")]
pub index_class: String,
#[serde(rename = "IDX_NM")]
pub index_name: String,
#[serde(rename = "CLSPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub close_price: Option<f64>,
#[serde(
rename = "CMPPREVDD_IDX",
deserialize_with = "deserialize_optional_f64"
)]
pub price_change: Option<f64>,
#[serde(
rename = "FLUC_RT",
deserialize_with = "deserialize_optional_percentage"
)]
pub fluctuation_rate: Option<f64>,
#[serde(rename = "OPNPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub open_price: Option<f64>,
#[serde(rename = "HGPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub high_price: Option<f64>,
#[serde(rename = "LWPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub low_price: Option<f64>,
#[serde(rename = "ACC_TRDVOL", deserialize_with = "deserialize_optional_u64")]
pub trading_volume: Option<u64>,
#[serde(rename = "ACC_TRDVAL", deserialize_with = "deserialize_optional_u64")]
pub trading_value: Option<u64>,
#[serde(rename = "MKTCAP", deserialize_with = "deserialize_optional_u64")]
pub market_cap: Option<u64>,
}
pub type KospiIndexDailyRecord = KrxIndexDailyRecord;
pub type KosdaqIndexDailyRecord = KrxIndexDailyRecord;
#[derive(Debug, Deserialize)]
pub struct BondIndexDailyRecord {
#[serde(rename = "BAS_DD", deserialize_with = "deserialize_krx_date")]
pub base_date: NaiveDate,
#[serde(rename = "BND_IDX_GRP_NM")]
pub bond_index_group_name: String,
#[serde(
rename = "TOT_EARNG_IDX",
deserialize_with = "deserialize_optional_f64"
)]
pub total_earning_index: Option<f64>,
#[serde(
rename = "TOT_EARNG_IDX_CMPPREVDD",
deserialize_with = "deserialize_optional_f64"
)]
pub total_earning_index_change: Option<f64>,
#[serde(rename = "NETPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub net_price_index: Option<f64>,
#[serde(
rename = "NETPRC_IDX_CMPPREVDD",
deserialize_with = "deserialize_optional_f64"
)]
pub net_price_index_change: Option<f64>,
#[serde(
rename = "ZERO_REINVST_IDX",
deserialize_with = "deserialize_optional_f64"
)]
pub zero_reinvest_index: Option<f64>,
#[serde(
rename = "ZERO_REINVST_IDX_CMPPREVDD",
deserialize_with = "deserialize_optional_f64"
)]
pub zero_reinvest_index_change: Option<f64>,
#[serde(
rename = "CALL_REINVST_IDX",
deserialize_with = "deserialize_optional_f64"
)]
pub call_reinvest_index: Option<f64>,
#[serde(
rename = "CALL_REINVST_IDX_CMPPREVDD",
deserialize_with = "deserialize_optional_f64"
)]
pub call_reinvest_index_change: Option<f64>,
#[serde(rename = "MKT_PRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub market_price_index: Option<f64>,
#[serde(
rename = "MKT_PRC_IDX_CMPPREVDD",
deserialize_with = "deserialize_optional_f64"
)]
pub market_price_index_change: Option<f64>,
#[serde(rename = "AVG_DURATION", deserialize_with = "deserialize_optional_f64")]
pub average_duration: Option<f64>,
#[serde(
rename = "AVG_CONVEXITY_PRC",
deserialize_with = "deserialize_optional_f64"
)]
pub average_convexity_price: Option<f64>,
#[serde(
rename = "BND_IDX_AVG_YD",
deserialize_with = "deserialize_optional_f64"
)]
pub bond_index_average_yield: Option<f64>,
}
#[derive(Debug, Deserialize)]
pub struct DerivativeIndexDailyRecord {
#[serde(rename = "BAS_DD", deserialize_with = "deserialize_krx_date")]
pub base_date: NaiveDate,
#[serde(rename = "IDX_CLSS")]
pub index_class: String,
#[serde(rename = "IDX_NM")]
pub index_name: String,
#[serde(rename = "CLSPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub close_price: Option<f64>,
#[serde(
rename = "CMPPREVDD_IDX",
deserialize_with = "deserialize_optional_f64"
)]
pub price_change: Option<f64>,
#[serde(
rename = "FLUC_RT",
deserialize_with = "deserialize_optional_percentage"
)]
pub fluctuation_rate: Option<f64>,
#[serde(rename = "OPNPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub open_price: Option<f64>,
#[serde(rename = "HGPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub high_price: Option<f64>,
#[serde(rename = "LWPRC_IDX", deserialize_with = "deserialize_optional_f64")]
pub low_price: Option<f64>,
}
pub fn parse_krx_index_daily(response: ApiResponse<KrxIndexDailyRecord>) -> Result<DataFrame> {
let records = response.data;
if records.is_empty() {
return Ok(DataFrame::empty());
}
let mut dates = Vec::with_capacity(records.len());
let mut classes = Vec::with_capacity(records.len());
let mut names = Vec::with_capacity(records.len());
let mut close_prices = Vec::with_capacity(records.len());
let mut price_changes = Vec::with_capacity(records.len());
let mut fluctuation_rates = Vec::with_capacity(records.len());
let mut open_prices = Vec::with_capacity(records.len());
let mut high_prices = Vec::with_capacity(records.len());
let mut low_prices = Vec::with_capacity(records.len());
let mut trading_volumes = Vec::with_capacity(records.len());
let mut trading_values = Vec::with_capacity(records.len());
let mut market_caps = Vec::with_capacity(records.len());
for record in records {
dates.push(record.base_date.format("%Y-%m-%d").to_string());
classes.push(record.index_class);
names.push(record.index_name);
close_prices.push(record.close_price);
price_changes.push(record.price_change);
fluctuation_rates.push(record.fluctuation_rate);
open_prices.push(record.open_price);
high_prices.push(record.high_price);
low_prices.push(record.low_price);
trading_volumes.push(record.trading_volume.map(|v| v as i64));
trading_values.push(record.trading_value.map(|v| v as i64));
market_caps.push(record.market_cap.map(|v| v as i64));
}
let df = df! {
"날짜" => dates,
"계열구분" => classes,
"지수명" => names,
"종가" => close_prices,
"대비" => price_changes,
"등락률" => fluctuation_rates,
"시가" => open_prices,
"고가" => high_prices,
"저가" => low_prices,
"거래량" => trading_volumes,
"거래대금" => trading_values,
"시가총액" => market_caps,
}?;
Ok(df)
}
pub fn parse_kospi_index_daily(response: ApiResponse<KospiIndexDailyRecord>) -> Result<DataFrame> {
parse_krx_index_daily(response)
}
pub fn parse_kosdaq_index_daily(
response: ApiResponse<KosdaqIndexDailyRecord>,
) -> Result<DataFrame> {
parse_krx_index_daily(response)
}
pub fn parse_bond_index_daily(response: ApiResponse<BondIndexDailyRecord>) -> Result<DataFrame> {
let records = response.data;
if records.is_empty() {
return Ok(DataFrame::empty());
}
let mut dates = Vec::with_capacity(records.len());
let mut group_names = Vec::with_capacity(records.len());
let mut total_earning_indices = Vec::with_capacity(records.len());
let mut total_earning_changes = Vec::with_capacity(records.len());
let mut net_price_indices = Vec::with_capacity(records.len());
let mut net_price_changes = Vec::with_capacity(records.len());
let mut zero_reinvest_indices = Vec::with_capacity(records.len());
let mut zero_reinvest_changes = Vec::with_capacity(records.len());
let mut call_reinvest_indices = Vec::with_capacity(records.len());
let mut call_reinvest_changes = Vec::with_capacity(records.len());
let mut market_price_indices = Vec::with_capacity(records.len());
let mut market_price_changes = Vec::with_capacity(records.len());
let mut durations = Vec::with_capacity(records.len());
let mut convexities = Vec::with_capacity(records.len());
let mut yields = Vec::with_capacity(records.len());
for record in records {
dates.push(record.base_date.format("%Y-%m-%d").to_string());
group_names.push(record.bond_index_group_name);
total_earning_indices.push(record.total_earning_index);
total_earning_changes.push(record.total_earning_index_change);
net_price_indices.push(record.net_price_index);
net_price_changes.push(record.net_price_index_change);
zero_reinvest_indices.push(record.zero_reinvest_index);
zero_reinvest_changes.push(record.zero_reinvest_index_change);
call_reinvest_indices.push(record.call_reinvest_index);
call_reinvest_changes.push(record.call_reinvest_index_change);
market_price_indices.push(record.market_price_index);
market_price_changes.push(record.market_price_index_change);
durations.push(record.average_duration);
convexities.push(record.average_convexity_price);
yields.push(record.bond_index_average_yield);
}
let df = df! {
"날짜" => dates,
"지수명" => group_names,
"총수익지수" => total_earning_indices,
"총수익지수_대비" => total_earning_changes,
"순가격지수" => net_price_indices,
"순가격지수_대비" => net_price_changes,
"제로재투자지수" => zero_reinvest_indices,
"제로재투자지수_대비" => zero_reinvest_changes,
"콜재투자지수" => call_reinvest_indices,
"콜재투자지수_대비" => call_reinvest_changes,
"시장가격지수" => market_price_indices,
"시장가격지수_대비" => market_price_changes,
"듀레이션" => durations,
"컨벡시티" => convexities,
"YTM" => yields,
}?;
Ok(df)
}
pub fn parse_derivative_index_daily(
response: ApiResponse<DerivativeIndexDailyRecord>,
) -> Result<DataFrame> {
let records = response.data;
if records.is_empty() {
return Ok(DataFrame::empty());
}
let mut dates = Vec::with_capacity(records.len());
let mut classes = Vec::with_capacity(records.len());
let mut names = Vec::with_capacity(records.len());
let mut close_prices = Vec::with_capacity(records.len());
let mut price_changes = Vec::with_capacity(records.len());
let mut fluctuation_rates = Vec::with_capacity(records.len());
let mut open_prices = Vec::with_capacity(records.len());
let mut high_prices = Vec::with_capacity(records.len());
let mut low_prices = Vec::with_capacity(records.len());
for record in records {
dates.push(record.base_date.format("%Y-%m-%d").to_string());
classes.push(record.index_class);
names.push(record.index_name);
close_prices.push(record.close_price);
price_changes.push(record.price_change);
fluctuation_rates.push(record.fluctuation_rate);
open_prices.push(record.open_price);
high_prices.push(record.high_price);
low_prices.push(record.low_price);
}
let df = df! {
"날짜" => dates,
"계열구분" => classes,
"지수명" => names,
"종가" => close_prices,
"대비" => price_changes,
"등락률" => fluctuation_rates,
"시가" => open_prices,
"고가" => high_prices,
"저가" => low_prices,
}?;
Ok(df)
}