feat: Speed up field lookups in DFSchema

Signed-off-by: Alex Qyoun-ae <4062971+MazterQyou@users.noreply.github.com>

Author: MazterQyou

datafusion/common/src/dfschema.rs

@@ -27,18 +27,20 @@ use crate::Column;
 
 use arrow::compute::can_cast_types;
 use arrow::datatypes::{DataType, Field, Schema, SchemaRef};
-use std::fmt::{Display, Formatter};
+use std::fmt::{Debug, Display, Formatter};
 
 /// A reference-counted reference to a `DFSchema`.
 pub type DFSchemaRef = Arc<DFSchema>;
 
 /// DFSchema wraps an Arrow schema and adds relation names
-#[derive(Debug, Clone, PartialEq, Eq)]
+#[derive(Clone, PartialEq, Eq)]
 pub struct DFSchema {
     /// Fields
     fields: Vec<DFField>,
     /// Additional metadata in form of key value pairs
     metadata: HashMap<String, String>,
+    /// Field-to-index hash map for fast lookup
+    field_to_index: HashMap<LookupField, LookupResult>,
 }
 
 impl DFSchema {
@@ -47,6 +49,7 @@ impl DFSchema {
         Self {
             fields: vec![],
             metadata: HashMap::new(),
+            field_to_index: HashMap::new(),
         }
     }
 
@@ -101,7 +104,38 @@ impl DFSchema {
                 )));
             }
         }
-        Ok(Self { fields, metadata })
+
+        let field_to_index = Self::create_field_to_index_map(&fields);
+        Ok(Self {
+            fields,
+            metadata,
+            field_to_index,
+        })
+    }
+
+    fn create_field_to_index_map(
+        fields: &[DFField],
+    ) -> HashMap<LookupField, LookupResult> {
+        let mut field_to_index = HashMap::new();
+        for (index, field) in fields.iter().enumerate() {
+            let lookup_field = LookupField::new(field.qualifier.as_deref(), field.name());
+            field_to_index.insert(lookup_field, LookupResult::Exact(index));
+            if field.qualifier.is_some() {
+                let unqualified_lookup_field = LookupField::new(None, field.name());
+                match field_to_index.get(&unqualified_lookup_field) {
+                    None => {
+                        field_to_index
+                            .insert(unqualified_lookup_field, LookupResult::Exact(index));
+                    }
+                    Some(LookupResult::Exact(_)) => {
+                        field_to_index
+                            .insert(unqualified_lookup_field, LookupResult::Ambiguous);
+                    }
+                    Some(LookupResult::Ambiguous) => { /* already ambiguous */ }
+                }
+            }
+        }
+        field_to_index
     }
 
     /// Create a `DFSchema` from an Arrow schema
@@ -138,7 +172,8 @@ impl DFSchema {
                 self.fields.push(field.clone());
             }
         }
-        self.metadata.extend(other_schema.metadata.clone())
+        self.metadata.extend(other_schema.metadata.clone());
+        self.field_to_index = Self::create_field_to_index_map(&self.fields);
     }
 
     /// Get a list of fields
@@ -171,42 +206,20 @@ impl DFSchema {
         qualifier: Option<&str>,
         name: &str,
     ) -> Result<usize> {
-        let mut matches = self
-            .fields
-            .iter()
-            .enumerate()
-            .filter(|(_, field)| match (qualifier, &field.qualifier) {
-                // field to lookup is qualified.
-                // current field is qualified and not shared between relations, compare both
-                // qualifier and name.
-                (Some(q), Some(field_q)) => {
-                    q.to_ascii_lowercase() == field_q.to_ascii_lowercase()
-                        && field.name().to_ascii_lowercase() == name.to_ascii_lowercase()
-                }
-                // field to lookup is qualified but current field is unqualified.
-                (Some(_), None) => false,
-                // field to lookup is unqualified, no need to compare qualifier
-                (None, Some(_)) | (None, None) => {
-                    field.name().to_ascii_lowercase() == name.to_ascii_lowercase()
-                }
-            })
-            .map(|(idx, _)| idx);
-        match matches.next() {
+        let lookup_field = LookupField::new(qualifier, name);
+        match self.field_to_index.get(&lookup_field) {
+            Some(LookupResult::Exact(idx)) => Ok(*idx),
+            Some(LookupResult::Ambiguous) => Err(DataFusionError::Plan(format!(
+                "Ambiguous reference to field named '{}.{}'",
+                qualifier.unwrap_or("<unqualified>"),
+                name
+            ))),
             None => Err(DataFusionError::Plan(format!(
                 "No field named '{}.{}'. Valid fields are {}.",
                 qualifier.unwrap_or("<unqualified>"),
                 name,
                 self.get_field_names()
             ))),
-            Some(idx) => match matches.next() {
-                None => Ok(idx),
-                // found more than one matches
-                Some(_) => Err(DataFusionError::Internal(format!(
-                    "Ambiguous reference to qualified field named '{}.{}'",
-                    qualifier.unwrap_or("<unqualified>"),
-                    name
-                ))),
-            },
         }
     }
 
@@ -315,31 +328,37 @@ impl DFSchema {
 
     /// Strip all field qualifier in schema
     pub fn strip_qualifiers(self) -> Self {
+        let fields = self
+            .fields
+            .into_iter()
+            .map(|f| f.strip_qualifier())
+            .collect::<Vec<_>>();
+        let field_to_index = Self::create_field_to_index_map(&fields);
         DFSchema {
-            fields: self
-                .fields
-                .into_iter()
-                .map(|f| f.strip_qualifier())
-                .collect(),
+            fields,
+            field_to_index,
             ..self
         }
     }
 
     /// Replace all field qualifier with new value in schema
     pub fn replace_qualifier(self, qualifier: &str) -> Self {
+        let fields = self
+            .fields
+            .into_iter()
+            .map(|f| {
+                DFField::new(
+                    Some(qualifier),
+                    f.name(),
+                    f.data_type().to_owned(),
+                    f.is_nullable(),
+                )
+            })
+            .collect::<Vec<_>>();
+        let field_to_index = Self::create_field_to_index_map(&fields);
         DFSchema {
-            fields: self
-                .fields
-                .into_iter()
-                .map(|f| {
-                    DFField::new(
-                        Some(qualifier),
-                        f.name(),
-                        f.data_type().to_owned(),
-                        f.is_nullable(),
-                    )
-                })
-                .collect(),
+            fields,
+            field_to_index,
             ..self
         }
     }
@@ -362,6 +381,23 @@ impl DFSchema {
     }
 }
 
+impl Debug for DFSchema {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        #[derive(Debug)]
+        #[allow(dead_code)]
+        struct DFSchema<'a> {
+            fields: &'a Vec<DFField>,
+            metadata: &'a HashMap<String, String>,
+        }
+
+        let debug = DFSchema {
+            fields: &self.fields,
+            metadata: &self.metadata,
+        };
+        debug.fmt(f)
+    }
+}
+
 impl From<DFSchema> for Schema {
     /// Convert DFSchema into a Schema
     fn from(df_schema: DFSchema) -> Self {
@@ -603,6 +639,27 @@ impl DFField {
     }
 }
 
+#[derive(Clone, PartialEq, Eq, Hash)]
+struct LookupField {
+    qualifier: Option<String>,
+    name: String,
+}
+
+impl LookupField {
+    fn new(qualifier: Option<&str>, name: &str) -> Self {
+        Self {
+            qualifier: qualifier.map(|s| s.to_ascii_lowercase()),
+            name: name.to_ascii_lowercase(),
+        }
+    }
+}
+
+#[derive(Clone, Copy, PartialEq, Eq)]
+enum LookupResult {
+    Exact(usize),
+    Ambiguous,
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;