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@@ -4,10 +4,14 @@ use polars::prelude::*;
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use std::collections::HashMap;
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use std::error::Error;
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#[allow(unused_imports)]
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use std::f32::consts::E;
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/// The required columns for a Quantamental DataFrame.
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const QDF_INDEX_COLUMNS: [&str; 3] = ["real_date", "cid", "xcat"];
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/// Pivots a dataframe to a format where each ticker a column.
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#[allow(dead_code)]
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pub fn pivot_dataframe_by_ticker(
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df: DataFrame,
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metric: Option<String>,
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@@ -24,7 +28,7 @@ pub fn pivot_dataframe_by_ticker(
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metric = df.get_column_names()[3].to_string();
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}
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let mut new_df = df.clone();
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// let mut new_df = df.clone();
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// keep only the index columns and the metric column
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let mut keep_cols = QDF_INDEX_COLUMNS
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.to_vec()
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@@ -33,7 +37,9 @@ pub fn pivot_dataframe_by_ticker(
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.collect::<Vec<String>>();
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keep_cols.push(metric.clone());
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new_df = new_df.select(keep_cols)?;
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return Err("Not implemented".into());
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// new_df = new_df.select(keep_cols)?;
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// let ticker_col = get_ticker_column_for_quantamental_dataframe(&new_df)?;
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// new_df.with_column(ticker_col)?;
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@@ -42,9 +48,11 @@ pub fn pivot_dataframe_by_ticker(
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// let dates_col = df.column("real_date")?;
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Ok(df)
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// Ok(df)
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}
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/// Splits a dataframe by ticker.
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#[allow(dead_code)]
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fn split_df_by_tickers(df: &DataFrame) -> Result<HashMap<String, DataFrame>, Box<dyn Error>> {
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check_quantamental_dataframe(df)?;
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