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90 changes: 42 additions & 48 deletions datafusion/core/src/dataframe/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -52,7 +52,7 @@ use datafusion_common::config::{CsvOptions, JsonOptions};
use datafusion_common::{
plan_err, Column, DFSchema, DataFusionError, ParamValues, SchemaError, UnnestOptions,
};
use datafusion_expr::{case, is_null, lit, SortExpr};
use datafusion_expr::{case, is_null, lit, wildcard, SortExpr};
use datafusion_expr::{
utils::COUNT_STAR_EXPANSION, TableProviderFilterPushDown, UNNAMED_TABLE,
};
Expand Down Expand Up @@ -1450,44 +1450,29 @@ impl DataFrame {
/// # }
/// ```
pub fn with_column(self, name: &str, expr: Expr) -> Result<DataFrame> {
let window_func_exprs = find_window_exprs(&[expr.clone()]);

let (plan, mut col_exists, window_func) = if window_func_exprs.is_empty() {
(self.plan, false, false)
} else {
(
LogicalPlanBuilder::window_plan(self.plan, window_func_exprs)?,
true,
true,
)
};

let new_column = expr.alias(name);
let mut fields: Vec<Expr> = plan
let col_exists = self
.plan
.schema()
.fields()
.iter()
.map(|(qualifier, field)| {
if field.name() == name {
col_exists = true;
new_column.clone()
} else if window_func && qualifier.is_none() {
col(Column::from((qualifier, field))).alias(name)
} else {
col(Column::from((qualifier, field)))
}
})
.collect();

if !col_exists {
fields.push(new_column);
.any(|f| f.name() == name);

if col_exists {
// if `name` matches a field in the schema, we replace it with expr
// ```select * REPLACE expr as name```
//
// PlannedReplaceSelectItem.items should be a vec of `ReplaceSelectElement`
// however, ReplaceSelectElement.expr is a `sqlparser::ast::Expr`
// I'm unsure how to construct it from here or if it's necessary / possible
let replace = todo!(); // PlannedReplaceSelectItem
let options = WildcardOptions::default().with_replace(replace);
self.select(vec![wildcard_with_options(options)])
} else {
// otherwise we add a new column
// ```select *, expr as name```
// LogicalPlan::columnized_output_exprs
self.select(vec![wildcard(), expr.alias(name)])
}

let project_plan = LogicalPlanBuilder::from(plan).project(fields)?.build()?;

Ok(DataFrame {
session_state: self.session_state,
plan: project_plan,
})
}

/// Rename one column by applying a new projection. This is a no-op if the column to be
Expand Down Expand Up @@ -2984,19 +2969,23 @@ mod tests {
let df_impl = DataFrame::new(ctx.state(), df.plan.clone());
let func = row_number().alias("row_num");

// This first `with_column` results in a column without a `qualifier`
let df_impl = df_impl.with_column("s", col("c2") + col("c3"))?;

// This second `with_column` then assigns `"r"` alias to the above column and the window function
// Should create an additional column with alias 'r' that has window func results
let df = df_impl.with_column("r", func)?.limit(0, Some(2))?;
assert_eq!(4, df.schema().fields().len());
assert_eq!(5, df.schema().fields().len());

let df_results = df.clone().collect().await?;
assert_batches_sorted_eq!(
[
"+----+----+-----+---+",
"| c1 | c2 | c3 | r |",
"+----+----+-----+---+",
"| c | 2 | 1 | 1 |",
"| d | 5 | -40 | 2 |",
"+----+----+-----+---+",
"+----+----+-----+-----+---+",
"| c1 | c2 | c3 | s | r |",
"+----+----+-----+-----+---+",
"| c | 2 | 1 | 3 | 1 |",
"| d | 5 | -40 | -35 | 2 |",
"+----+----+-----+-----+---+",
],
&df_results
);
Expand Down Expand Up @@ -3046,7 +3035,7 @@ mod tests {

assert_eq!(
"\
Projection: t1.c1, t2.c1, Boolean(true) AS new_column\
Projection: *, Boolean(true) AS new_column\
\n Limit: skip=0, fetch=1\
\n Sort: t1.c1 ASC NULLS FIRST\
\n Inner Join: t1.c1 = t2.c1\
Expand Down Expand Up @@ -3119,10 +3108,15 @@ mod tests {
&df_results
);

let actual_err = df.clone().with_column("new_column", lit(true)).unwrap_err();
let expected_err = "Error during planning: Projections require unique expression names \
but the expression \"t1.c1\" at position 0 and \"t1.c1\" at position 1 have the same name. \
Consider aliasing (\"AS\") one of them.";
// The error now doesn't occur until the `physical` stage.
// I assume there's a way to catch this during hte `logical` stage, so please let me know.
let df_with_new_column = df
.clone()
.with_column("new_column", lit(true))
.expect("with-column");
let actual_err = df_with_new_column.collect().await.unwrap_err();

let expected_err = "expand_wildcard_rule\ncaused by\nError during planning: Projections require unique expression names but the expression \"t1.c1\" at position 0 and \"t1.c1\" at position 1 have the same name. Consider aliasing (\"AS\") one of them.";
assert_eq!(actual_err.strip_backtrace(), expected_err);

Ok(())
Expand Down