use crate::expressions::Column;
use arrow::datatypes::SchemaRef;
use std::collections::HashMap;
use std::collections::HashSet;
#[derive(Debug, Clone)]
pub struct EquivalenceProperties {
classes: Vec<EquivalentClass>,
schema: SchemaRef,
}
impl EquivalenceProperties {
pub fn new(schema: SchemaRef) -> Self {
EquivalenceProperties {
classes: vec![],
schema,
}
}
pub fn classes(&self) -> &[EquivalentClass] {
&self.classes
}
pub fn schema(&self) -> SchemaRef {
self.schema.clone()
}
pub fn extend<I: IntoIterator<Item = EquivalentClass>>(&mut self, iter: I) {
for ec in iter {
for column in ec.iter() {
assert_eq!(column.name(), self.schema.fields()[column.index()].name());
}
self.classes.push(ec)
}
}
pub fn add_equal_conditions(&mut self, new_conditions: (&Column, &Column)) {
assert_eq!(
new_conditions.0.name(),
self.schema.fields()[new_conditions.0.index()].name()
);
assert_eq!(
new_conditions.1.name(),
self.schema.fields()[new_conditions.1.index()].name()
);
let mut idx1: Option<usize> = None;
let mut idx2: Option<usize> = None;
for (idx, class) in self.classes.iter_mut().enumerate() {
let contains_first = class.contains(new_conditions.0);
let contains_second = class.contains(new_conditions.1);
match (contains_first, contains_second) {
(true, false) => {
class.insert(new_conditions.1.clone());
idx1 = Some(idx);
}
(false, true) => {
class.insert(new_conditions.0.clone());
idx2 = Some(idx);
}
(true, true) => {
idx1 = Some(idx);
idx2 = Some(idx);
break;
}
(false, false) => {}
}
}
match (idx1, idx2) {
(Some(idx_1), Some(idx_2)) if idx_1 != idx_2 => {
let second_eq_class = self.classes.get(idx_2).unwrap().clone();
let first_eq_class = self.classes.get_mut(idx_1).unwrap();
for prop in second_eq_class.iter() {
if !first_eq_class.contains(prop) {
first_eq_class.insert(prop.clone());
}
}
self.classes.remove(idx_2);
}
(None, None) => {
self.classes.push(EquivalentClass::new(
new_conditions.0.clone(),
vec![new_conditions.1.clone()],
));
}
_ => {}
}
}
}
#[derive(Debug, Clone)]
pub struct EquivalentClass {
head: Column,
others: HashSet<Column>,
}
impl EquivalentClass {
pub fn new(head: Column, others: Vec<Column>) -> Self {
EquivalentClass {
head,
others: HashSet::from_iter(others),
}
}
pub fn head(&self) -> &Column {
&self.head
}
pub fn others(&self) -> &HashSet<Column> {
&self.others
}
pub fn contains(&self, col: &Column) -> bool {
self.head == *col || self.others.contains(col)
}
pub fn insert(&mut self, col: Column) -> bool {
self.others.insert(col)
}
pub fn remove(&mut self, col: &Column) -> bool {
let removed = self.others.remove(col);
if !removed && *col == self.head {
let one_col = self.others.iter().next().cloned();
if let Some(col) = one_col {
let removed = self.others.remove(&col);
self.head = col;
removed
} else {
false
}
} else {
true
}
}
pub fn iter(&self) -> impl Iterator<Item = &'_ Column> {
std::iter::once(&self.head).chain(self.others.iter())
}
pub fn len(&self) -> usize {
self.others.len() + 1
}
pub fn is_empty(&self) -> bool {
self.len() == 0
}
}
pub fn project_equivalence_properties(
input_eq: EquivalenceProperties,
alias_map: &HashMap<Column, Vec<Column>>,
output_eq: &mut EquivalenceProperties,
) {
let mut ec_classes = input_eq.classes().to_vec();
for (column, columns) in alias_map {
let mut find_match = false;
for class in ec_classes.iter_mut() {
if class.contains(column) {
for col in columns {
class.insert(col.clone());
}
find_match = true;
break;
}
}
if !find_match {
ec_classes.push(EquivalentClass::new(column.clone(), columns.clone()));
}
}
let schema = output_eq.schema();
for class in ec_classes.iter_mut() {
let mut columns_to_remove = vec![];
for column in class.iter() {
if column.index() >= schema.fields().len()
|| schema.fields()[column.index()].name() != column.name()
{
columns_to_remove.push(column.clone());
}
}
for column in columns_to_remove {
class.remove(&column);
}
}
ec_classes.retain(|props| props.len() > 1);
output_eq.extend(ec_classes);
}
#[cfg(test)]
mod tests {
use super::*;
use crate::expressions::Column;
use arrow::datatypes::{DataType, Field, Schema};
use datafusion_common::Result;
use std::sync::Arc;
#[test]
fn add_equal_conditions_test() -> Result<()> {
let schema = Arc::new(Schema::new(vec![
Field::new("a", DataType::Int64, true),
Field::new("b", DataType::Int64, true),
Field::new("c", DataType::Int64, true),
Field::new("x", DataType::Int64, true),
Field::new("y", DataType::Int64, true),
]));
let mut eq_properties = EquivalenceProperties::new(schema);
let new_condition = (&Column::new("a", 0), &Column::new("b", 1));
eq_properties.add_equal_conditions(new_condition);
assert_eq!(eq_properties.classes().len(), 1);
let new_condition = (&Column::new("b", 1), &Column::new("a", 0));
eq_properties.add_equal_conditions(new_condition);
assert_eq!(eq_properties.classes().len(), 1);
assert_eq!(eq_properties.classes()[0].len(), 2);
assert!(eq_properties.classes()[0].contains(&Column::new("a", 0)));
assert!(eq_properties.classes()[0].contains(&Column::new("b", 1)));
let new_condition = (&Column::new("b", 1), &Column::new("c", 2));
eq_properties.add_equal_conditions(new_condition);
assert_eq!(eq_properties.classes().len(), 1);
assert_eq!(eq_properties.classes()[0].len(), 3);
assert!(eq_properties.classes()[0].contains(&Column::new("a", 0)));
assert!(eq_properties.classes()[0].contains(&Column::new("b", 1)));
assert!(eq_properties.classes()[0].contains(&Column::new("c", 2)));
let new_condition = (&Column::new("x", 3), &Column::new("y", 4));
eq_properties.add_equal_conditions(new_condition);
assert_eq!(eq_properties.classes().len(), 2);
let new_condition = (&Column::new("x", 3), &Column::new("a", 0));
eq_properties.add_equal_conditions(new_condition);
assert_eq!(eq_properties.classes().len(), 1);
assert_eq!(eq_properties.classes()[0].len(), 5);
assert!(eq_properties.classes()[0].contains(&Column::new("a", 0)));
assert!(eq_properties.classes()[0].contains(&Column::new("b", 1)));
assert!(eq_properties.classes()[0].contains(&Column::new("c", 2)));
assert!(eq_properties.classes()[0].contains(&Column::new("x", 3)));
assert!(eq_properties.classes()[0].contains(&Column::new("y", 4)));
Ok(())
}
#[test]
fn project_equivalence_properties_test() -> Result<()> {
let input_schema = Arc::new(Schema::new(vec![
Field::new("a", DataType::Int64, true),
Field::new("b", DataType::Int64, true),
Field::new("c", DataType::Int64, true),
]));
let mut input_properties = EquivalenceProperties::new(input_schema);
let new_condition = (&Column::new("a", 0), &Column::new("b", 1));
input_properties.add_equal_conditions(new_condition);
let new_condition = (&Column::new("b", 1), &Column::new("c", 2));
input_properties.add_equal_conditions(new_condition);
let out_schema = Arc::new(Schema::new(vec![
Field::new("a1", DataType::Int64, true),
Field::new("a2", DataType::Int64, true),
Field::new("a3", DataType::Int64, true),
Field::new("a4", DataType::Int64, true),
]));
let mut alias_map = HashMap::new();
alias_map.insert(
Column::new("a", 0),
vec![
Column::new("a1", 0),
Column::new("a2", 1),
Column::new("a3", 2),
Column::new("a4", 3),
],
);
let mut out_properties = EquivalenceProperties::new(out_schema);
project_equivalence_properties(input_properties, &alias_map, &mut out_properties);
assert_eq!(out_properties.classes().len(), 1);
assert_eq!(out_properties.classes()[0].len(), 4);
assert!(out_properties.classes()[0].contains(&Column::new("a1", 0)));
assert!(out_properties.classes()[0].contains(&Column::new("a2", 1)));
assert!(out_properties.classes()[0].contains(&Column::new("a3", 2)));
assert!(out_properties.classes()[0].contains(&Column::new("a4", 3)));
Ok(())
}
}