diff --git a/notebooks/funcwise/basic-utils.ipynb b/notebooks/funcwise/basic-utils.ipynb index 6bdec9e..4c59589 100644 --- a/notebooks/funcwise/basic-utils.ipynb +++ b/notebooks/funcwise/basic-utils.ipynb @@ -1,5 +1,21 @@ { "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# ! uv pip install E:\\Work\\ruzt\\msyrs --upgrade" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -9,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -32,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -41,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -53,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -64,48 +80,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to load qdf: 0.010072469711303711\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "shape: (5, 7)
real_datecidxcatvaluegradingeop_lagmop_lag
datestrstrf64f64i64i64
2010-03-03"USD""ADPEMPL_SA_P1M1ML1"-0.1738063.0333
2010-03-04"USD""ADPEMPL_SA_P1M1ML1"-0.1738063.0434
2010-03-05"USD""ADPEMPL_SA_P1M1ML1"-0.1738063.0535
2010-03-08"USD""ADPEMPL_SA_P1M1ML1"-0.1738063.0838
2010-03-09"USD""ADPEMPL_SA_P1M1ML1"-0.1738063.0939
" - ], - "text/plain": [ - "shape: (5, 7)\n", - "┌────────────┬─────┬────────────────────┬───────────┬─────────┬─────────┬─────────┐\n", - "│ real_date ┆ cid ┆ xcat ┆ value ┆ grading ┆ eop_lag ┆ mop_lag │\n", - "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", - "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n", - "╞════════════╪═════╪════════════════════╪═══════════╪═════════╪═════════╪═════════╡\n", - "│ 2010-03-03 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 3 ┆ 33 │\n", - "│ 2010-03-04 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 4 ┆ 34 │\n", - "│ 2010-03-05 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 5 ┆ 35 │\n", - "│ 2010-03-08 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 8 ┆ 38 │\n", - "│ 2010-03-09 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 9 ┆ 39 │\n", - "└────────────┴─────┴────────────────────┴───────────┴─────────┴─────────┴─────────┘" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "dfpath = f\"{DATA_FOLDER_PATH}/data/ADPEMPL_SA_P1M1ML1/USD_ADPEMPL_SA_P1M1ML1.csv\"\n", "\n", @@ -117,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -143,17 +120,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to load qdf batch: 1.202073335647583\n" - ] - } - ], + "outputs": [], "source": [ "starttime = time.time()\n", "\n", @@ -166,38 +135,18 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "286.69339656829834" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "big_df.estimated_size(\"mb\")" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to reduce qdf: 0.9944026470184326\n", - "99.33047294616699\n" - ] - } - ], + "outputs": [], "source": [ "starttime = time.time()\n", "\n", @@ -210,27 +159,19 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "sel_cids = [\"USD\", \"EUR\", \"GBP\", \"AUD\", \"CAD\", \"CHF\", \"JPY\", \"INR\"]\n", - "start = \"1990-01-01\"" + "start = \"2000-01-01\"" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to reduce qdf: 0.32672691345214844\n" - ] - } - ], + "outputs": [], "source": [ "eq_xcats = [xc for xc in xcats if xc.startswith(\"EQ\")]\n", "starttime = time.time()\n", @@ -244,17 +185,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to reduce qdf: 0.4290201663970947\n" - ] - } - ], + "outputs": [], "source": [ "fx_xcats = [xc for xc in xcats if xc.startswith(\"FX\")]\n", "\n", @@ -270,17 +203,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken to update qdf: 0.02323746681213379\n" - ] - } - ], + "outputs": [], "source": [ "starttime = time.time()\n", "\n", @@ -291,37 +216,60 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], + "source": [ + "msyrs.utils.get_bdates_series_default_opt(start_date='1971-01-01', end_date='2040-05-01', freq='D')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "msyrs.utils.get_bdates_series_default_pl(start_date='2000-01-01', end_date='2020-05-01', freq='D').dtype" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "wdf = QuantamentalDataFrame(new_df.to_pandas()).to_wide()\n", + "# wdf.values[np.random.rand(*wdf.shape) < 0.0001] = np.nan\n", + "wdf = QuantamentalDataFrame.from_wide(wdf, categorical=False)\n", + "# cast column 'real_date' to pl.Date\n", + "new_df = pl.DataFrame(wdf).with_columns(\n", + " pl.col(\"real_date\").cast(pl.Date, strict=True)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "msyrs.utils.create_blacklist_from_qdf(new_df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "view_timelines(df=new_df.to_pandas())" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken: 4.3923423290252686 seconds\n" - ] - } - ], + "outputs": [], "source": [ "end_time = time.time()\n", "print(f\"Time taken: {end_time - nb_start_time} seconds\")" diff --git a/src/_py/utils.rs b/src/_py/utils.rs index 45c24f2..b944951 100644 --- a/src/_py/utils.rs +++ b/src/_py/utils.rs @@ -1,4 +1,5 @@ -use pyo3::prelude::*; +use pyo3::types::IntoPyDict; +use pyo3::{prelude::*, types::PyDict}; use pyo3_polars::{PyDataFrame, PySeries}; /// Python wrapper for [`crate::utils::qdf`] module. @@ -7,6 +8,7 @@ use pyo3_polars::{PyDataFrame, PySeries}; pub fn utils(_py: Python, m: &PyModule) -> PyResult<()> { m.add_function(wrap_pyfunction!(get_bdates_series_default_pl, m)?)?; m.add_function(wrap_pyfunction!(get_bdates_series_default_opt, m)?)?; + m.add_function(wrap_pyfunction!(create_blacklist_from_qdf, m)?)?; Ok(()) } @@ -33,3 +35,19 @@ pub fn get_bdates_series_default_opt( .map_err(|e| PyErr::new::(format!("{}", e)))?, )) } + +#[allow(deprecated)] +#[pyfunction(signature = (df, metric = None))] +pub fn create_blacklist_from_qdf(df: PyDataFrame, metric: Option) -> PyResult { + let result = crate::utils::qdf::blacklist::create_blacklist_from_qdf(&df.into(), metric) + .map_err(|e| PyErr::new::(format!("{}", e)))?; + Python::with_gil(|py| { + let dict = PyDict::new(py); + // for (key, (start_date, end_date)) in result { + // dict.set_item(key, (start_date, end_date)) + for (key, dates) in result { + dict.set_item(key, dates).map_err(|e| PyErr::from(e))?; + } + Ok(dict.into()) + }) +} diff --git a/src/msyrs.pyi b/src/msyrs.pyi index bdfa7f3..05407b9 100644 --- a/src/msyrs.pyi +++ b/src/msyrs.pyi @@ -56,3 +56,5 @@ class utils: def get_bdates_series_default_pl(*args, **kwargs) -> Series: ... @staticmethod def get_bdates_series_default_opt(*args, **kwargs) -> Series: ... + @staticmethod + def create_blacklist_from_qdf(*args, **kwargs) -> dict: ... \ No newline at end of file diff --git a/src/utils/qdf/blacklist.rs b/src/utils/qdf/blacklist.rs index 9fb8537..d3c2566 100644 --- a/src/utils/qdf/blacklist.rs +++ b/src/utils/qdf/blacklist.rs @@ -1,27 +1,161 @@ +use crate::utils::bdates::{self, get_bdates_list_with_freq, BDateFreq}; use crate::utils::dateutils::{get_bdates_series_default_opt, get_min_max_real_dates}; -use crate::utils::qdf::core::*; -use chrono::{Duration, NaiveDate}; +use crate::utils::qdf::core::check_quantamental_dataframe; +use chrono::NaiveDate; use polars::prelude::*; use std::collections::HashMap; use std::error::Error; -use super::pivots::pivot_dataframe_by_ticker; - -/// The required columns for a Quantamental DataFrame. -const QDF_INDEX_COLUMNS: [&str; 3] = ["real_date", "cid", "xcat"]; - pub fn create_blacklist_from_qdf( df: &DataFrame, metric: Option, - start: Option, - end: Option, + // ) -> Result, Box> { ) -> Result>, Box> { // Verify that the DataFrame follows the Quantamental structure. check_quantamental_dataframe(df)?; let mut blacklist: HashMap> = HashMap::new(); + // let mut blacklist: HashMap = HashMap::new(); + let mut blk: HashMap> = HashMap::new(); // Use the provided metric or default to "value". let metric = metric.unwrap_or_else(|| "value".into()); + let (min_date, max_date) = get_min_max_real_dates(df, "real_date".into())?; + let min_date_str = min_date.format("%Y-%m-%d").to_string(); + let max_date_str = max_date.format("%Y-%m-%d").to_string(); + // let all_bdates = get_bdates_series_default_opt(min_date_str, max_date_str, None)?; + let all_bdates = get_bdates_list_with_freq( + min_date_str.clone().as_str(), + max_date_str.clone().as_str(), + BDateFreq::Daily, + )?; + + // filter df + let null_mask = df.column(metric.as_str())?.is_null(); + let nan_mask = df.column(metric.as_str())?.is_nan()?; + let null_mask = null_mask | nan_mask; + let df = df.filter(&null_mask)?; + + let df = df + .lazy() + .filter( + col(metric.as_str()) + .is_null() + .or(col(metric.as_str()).is_nan()), + ) + .sort( + ["cid", "xcat"], + SortMultipleOptions::default().with_maintain_order(true), + ) + .group_by([col("cid"), col("xcat")]) + // .agg([col("real_date").sort(SortOptions::default())]) + .agg([col("real_date") + .dt() + .strftime("%Y-%m-%d") + .sort(SortOptions::default())]) + .select([ + concat_str([col("cid"), col("xcat")], "_", true).alias("ticker"), + col("real_date").alias("real_dates"), + ]) + .collect()?; + + // assert!(0 == 1, "{:?}", df); + + let ticker_vec = df + .column("ticker")? + .str()? + .into_iter() + .filter_map(|opt| opt.map(|s| s.to_string())) + .collect::>(); + + let rdt = get_vec_of_vec_of_dates_from_df(df)?; + + // assert!(0 == 1, "{:?}", rdt); + for (tkr, dates) in ticker_vec.iter().zip(rdt.iter()) { + blacklist.insert(tkr.to_string(), dates.clone()); + } + Ok(blacklist) } + +fn convert_dates_list_to_date_ranges( + blacklist: HashMap>, + all_bdates: Vec, +) -> HashMap { + let blk = HashMap::new(); + let bdates = all_bdates + .iter() + .map(|date| date.format("%Y-%m-%d").to_string()) + .collect::>(); + + // + + blk +} + +fn get_vec_of_vec_of_dates_from_df(df: DataFrame) -> Result>, Box> { + let rdt = df + .column("real_dates")? + // .clone() + .as_series() + .unwrap() + .list()? + .into_iter() + .filter_map(|opt| opt) + .collect::>() + .iter() + .map(|s| { + s.str() + .unwrap() + .into_iter() + .filter_map(|opt| opt.map(|s| s.to_string())) + .collect::>() + }) + .collect::>>(); + Ok(rdt) +} + +fn get_vec_of_vec_of_naivedates_from_df( + df: DataFrame, +) -> Result>, Box> { + let rdt = df + .column("real_dates")? + // .clone() + .as_series() + .unwrap() + .list()? + .into_iter() + .filter_map(|opt| opt) + .collect::>() + .iter() + .map(|s| { + s.date() + .unwrap() + .into_iter() + .filter_map(|opt| opt.and_then(|date| NaiveDate::from_num_days_from_ce_opt(date))) + .collect::>() + }) + .collect::>>(); + Ok(rdt) +} + +// fn get_vec_of_vec_of_dates_from_df(df: DataFrame) -> Result>, Box> { +// let real_dates_column = df.column("real_dates")?.clone(); +// let series = real_dates_column.as_series().unwrap().clone(); +// let rdt = series.list()?.clone(); +// let rdt = rdt +// .into_iter() +// .filter_map(|opt| opt) +// .collect::>(); +// let rdt = rdt +// .iter() +// .map(|s| { +// s.str() +// .unwrap() +// .into_iter() +// .filter_map(|opt| opt.map(|s| s.to_string())) +// .collect::>() +// }) +// .collect::>>(); +// Ok(rdt) +// }