Map AvroSchema to Arrow (#4886)

arrow-avro/src/codec.rs

@@ -0,0 +1,303 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use crate::schema::{ComplexType, PrimitiveType, Record, Schema, TypeName};
+use arrow_schema::{
+    ArrowError, DataType, Field, FieldRef, IntervalUnit, SchemaBuilder, SchemaRef, TimeUnit,
+};
+use std::borrow::Cow;
+use std::collections::HashMap;
+use std::sync::Arc;
+
+/// Avro types are not nullable, with nullability instead encoded as a union
+/// where one of the variants is the null type.
+///
+/// To accommodate this we special case two-variant unions where one of the
+/// variants is the null type, and use this to derive arrow's notion of nullability
+#[derive(Debug, Copy, Clone)]
+enum Nulls {
+    /// The nulls are encoded as the first union variant
+    NullFirst,
+    /// The nulls are encoded as the second union variant
+    NullSecond,
+}
+
+/// An Avro field mapped to the arrow data model
+#[derive(Debug, Clone)]
+pub struct AvroField {
+    nulls: Option<Nulls>,
+    meta: Arc<AvroFieldMeta>,
+}
+
+#[derive(Debug, Clone)]
+struct AvroFieldMeta {
+    name: String,
+    metadata: HashMap<String, String>,
+    codec: Codec,
+}
+
+impl AvroField {
+    /// Returns the arrow [`Field`]
+    pub fn field(&self) -> Field {
+        let d = self.meta.codec.data_type();
+        Field::new(&self.meta.name, d, self.nulls.is_some())
+            .with_metadata(self.meta.metadata.clone())
+    }
+
+    /// Returns the [`Codec`]
+    pub fn codec(&self) -> &Codec {
+        &self.meta.codec
+    }
+}
+
+impl<'a> TryFrom<&Schema<'a>> for AvroField {
+    type Error = ArrowError;
+
+    fn try_from(schema: &Schema<'a>) -> Result<Self, Self::Error> {
+        let mut resolver = Resolver::default();
+        make_field(schema, "item", None, &mut resolver)
+    }
+}
+
+#[derive(Debug, Clone)]
+pub enum Codec {
+    Null,
+    Boolean,
+    Int32,
+    Int64,
+    Float32,
+    Float64,
+    Binary,
+    Utf8,
+    Date32,
+    TimeMillis,
+    TimeMicros,
+    /// Timestamp (is_utc)
+    TimestampMillis(bool),
+    TimestampMicros(bool),
+    Fixed(i32),
+    List(Arc<AvroField>),
+    Struct(Arc<[AvroField]>),
+    Duration,
+}
+
+impl Codec {
+    fn data_type(&self) -> DataType {
+        match self {
+            Self::Null => DataType::Null,
+            Self::Boolean => DataType::Boolean,
+            Self::Int32 => DataType::Int32,
+            Self::Int64 => DataType::Int64,
+            Self::Float32 => DataType::Float32,
+            Self::Float64 => DataType::Float64,
+            Self::Binary => DataType::Binary,
+            Self::Utf8 => DataType::Utf8,
+            Self::Date32 => DataType::Date32,
+            Self::TimeMillis => DataType::Time32(TimeUnit::Millisecond),
+            Self::TimeMicros => DataType::Time64(TimeUnit::Microsecond),
+            Self::TimestampMillis(is_utc) => {
+                DataType::Timestamp(TimeUnit::Millisecond, is_utc.then(|| "+00:00".into()))
+            }
+            Self::TimestampMicros(is_utc) => {
+                DataType::Timestamp(TimeUnit::Microsecond, is_utc.then(|| "+00:00".into()))
+            }
+            Self::Duration => DataType::Interval(IntervalUnit::MonthDayNano),
+            Self::Fixed(size) => DataType::FixedSizeBinary(*size),
+            Self::List(f) => DataType::List(Arc::new(f.field())),
+            Self::Struct(f) => DataType::Struct(f.iter().map(|x| x.field()).collect()),
+        }
+    }
+}
+
+impl From<PrimitiveType> for Codec {
+    fn from(value: PrimitiveType) -> Self {
+        match value {
+            PrimitiveType::Null => Self::Null,
+            PrimitiveType::Boolean => Self::Boolean,
+            PrimitiveType::Int => Self::Int32,
+            PrimitiveType::Long => Self::Int64,
+            PrimitiveType::Float => Self::Float32,
+            PrimitiveType::Double => Self::Float64,
+            PrimitiveType::Bytes => Self::Binary,
+            PrimitiveType::String => Self::Utf8,
+        }
+    }
+}
+
+#[derive(Debug, Default)]
+struct Resolver<'a> {
+    map: HashMap<(&'a str, &'a str), AvroField>,
+}
+
+impl<'a> Resolver<'a> {
+    fn register(&mut self, name: &'a str, namespace: Option<&'a str>, schema: AvroField) {
+        self.map.insert((name, namespace.unwrap_or("")), schema);
+    }
+
+    fn resolve(&self, name: &str, namespace: Option<&'a str>) -> Result<AvroField, ArrowError> {
+        let (namespace, name) = name
+            .rsplit_once('.')
+            .unwrap_or_else(|| (namespace.unwrap_or(""), name));
+
+        self.map
+            .get(&(namespace, name))
+            .ok_or_else(|| ArrowError::ParseError(format!("Failed to resolve {namespace}.{name}")))
+            .cloned()
+    }
+}
+
+fn make_field<'a>(
+    schema: &Schema<'a>,
+    name: &'a str,
+    namespace: Option<&'a str>,
+    resolver: &mut Resolver<'a>,
+) -> Result<AvroField, ArrowError> {
+    match schema {
+        Schema::TypeName(TypeName::Primitive(p)) => Ok(AvroField {
+            nulls: None,
+            meta: Arc::new(AvroFieldMeta {
+                name: name.to_string(),
+                metadata: Default::default(),
+                codec: (*p).into(),
+            }),
+        }),
+        Schema::TypeName(TypeName::Ref(name)) => resolver.resolve(name, namespace),
+        Schema::Union(f) => {
+            let null = f
+                .iter()
+                .position(|x| x == &Schema::TypeName(TypeName::Primitive(PrimitiveType::Null)));
+            match (f.len() == 2, null) {
+                (true, Some(0)) => {
+                    let mut field = make_field(&f[1], name, namespace, resolver)?;
+                    field.nulls = Some(Nulls::NullFirst);
+                    Ok(field)
+                }
+                (true, Some(1)) => {
+                    let mut field = make_field(&f[0], name, namespace, resolver)?;
+                    field.nulls = Some(Nulls::NullSecond);
+                    Ok(field)
+                }
+                _ => Err(ArrowError::NotYetImplemented(format!(
+                    "Union of {f:?} not currently supported"
+                ))),
+            }
+        }
+        Schema::Complex(c) => match c {
+            ComplexType::Record(r) => {
+                let namespace = r.namespace.or(namespace);
+                let fields = r
+                    .fields
+                    .iter()
+                    .map(|field| make_field(&field.r#type, field.name, namespace, resolver))
+                    .collect::<Result<_, _>>()?;
+
+                let field = AvroField {
+                    nulls: None,
+                    meta: Arc::new(AvroFieldMeta {
+                        name: r.name.to_string(),
+                        codec: Codec::Struct(fields),
+                        metadata: extract_metadata(&r.attributes.additional),
+                    }),
+                };
+                resolver.register(name, namespace, field.clone());
+                Ok(field)
+            }
+            ComplexType::Array(a) => {
+                let mut field = make_field(a.items.as_ref(), "item", namespace, resolver)?;
+                Ok(AvroField {
+                    nulls: None,
+                    meta: Arc::new(AvroFieldMeta {
+                        name: name.to_string(),
+                        metadata: extract_metadata(&a.attributes.additional),
+                        codec: Codec::List(Arc::new(field)),
+                    }),
+                })
+            }
+            ComplexType::Fixed(f) => {
+                let size = f.size.try_into().map_err(|e| {
+                    ArrowError::ParseError(format!("Overflow converting size to i32: {e}"))
+                })?;
+
+                let field = AvroField {
+                    nulls: None,
+                    meta: Arc::new(AvroFieldMeta {
+                        name: f.name.to_string(),
+                        metadata: extract_metadata(&f.attributes.additional),
+                        codec: Codec::Fixed(size),
+                    }),
+                };
+                resolver.register(f.name, namespace, field.clone());
+                Ok(field)
+            }
+            ComplexType::Enum(e) => Err(ArrowError::NotYetImplemented(format!(
+                "Enum of {e:?} not currently supported"
+            ))),
+            ComplexType::Map(m) => Err(ArrowError::NotYetImplemented(format!(
+                "Map of {m:?} not currently supported"
+            ))),
+        },
+        Schema::Type(t) => {
+            let mut field = make_field(
+                &Schema::TypeName(t.r#type.clone()),
+                name,
+                namespace,
+                resolver,
+            )?;
+            let meta = Arc::make_mut(&mut field.meta);
+
+            // https://avro.apache.org/docs/1.11.1/specification/#logical-types
+            match (t.attributes.logical_type, &mut meta.codec) {
+                (Some("decimal"), c @ Codec::Fixed(_)) => {
+                    return Err(ArrowError::NotYetImplemented(
+                        "Decimals are not currently supported".to_string(),
+                    ))
+                }
+                (Some("date"), c @ Codec::Int32) => *c = Codec::Date32,
+                (Some("time-millis"), c @ Codec::Int32) => *c = Codec::TimeMillis,
+                (Some("time-micros"), c @ Codec::Int64) => *c = Codec::TimeMicros,
+                (Some("timestamp-millis"), c @ Codec::Int64) => *c = Codec::TimestampMillis(true),
+                (Some("timestamp-micros"), c @ Codec::Int64) => *c = Codec::TimestampMicros(true),
+                (Some("local-timestamp-millis"), c @ Codec::Int64) => {
+                    *c = Codec::TimestampMillis(false)
+                }
+                (Some("local-timestamp-micros"), c @ Codec::Int64) => {
+                    *c = Codec::TimestampMicros(false)
+                }
+                (Some("duration"), c @ Codec::Fixed(12)) => *c = Codec::Duration,
+                (Some(logical), _) => {
+                    // Insert unrecognized logical type into metadata map
+                    meta.metadata.insert("logicalType".into(), logical.into());
+                }
+                (None, _) => {}
+            }
+
+            if !t.attributes.additional.is_empty() {
+                for (k, v) in &t.attributes.additional {
+                    meta.metadata.insert(k.to_string(), v.to_string());
+                }
+            }
+            Ok(field)
+        }
+    }
+}
+
+fn extract_metadata(metadata: &HashMap<&str, serde_json::Value>) -> HashMap<String, String> {
+    metadata
+        .iter()
+        .map(|(k, v)| (k.to_string(), v.to_string()))
+        .collect()
+}

arrow-avro/src/lib.rs

@@ -27,6 +27,8 @@ mod schema;
 
 mod compression;
 
+mod codec;
+
 #[cfg(test)]
 mod test_util {
     pub fn arrow_test_data(path: &str) -> String {

arrow-avro/src/reader/header.rs

@@ -236,9 +236,11 @@ impl HeaderDecoder {
 #[cfg(test)]
 mod test {
     use super::*;
+    use crate::codec::AvroField;
     use crate::reader::read_header;
     use crate::schema::SCHEMA_METADATA_KEY;
     use crate::test_util::arrow_test_data;
+    use arrow_schema::{DataType, Field, Fields, TimeUnit};
     use std::fs::File;
     use std::io::{BufRead, BufReader};
 
@@ -269,7 +271,34 @@ mod test {
         let schema_json = header.get(SCHEMA_METADATA_KEY).unwrap();
         let expected = br#"{"type":"record","name":"topLevelRecord","fields":[{"name":"id","type":["int","null"]},{"name":"bool_col","type":["boolean","null"]},{"name":"tinyint_col","type":["int","null"]},{"name":"smallint_col","type":["int","null"]},{"name":"int_col","type":["int","null"]},{"name":"bigint_col","type":["long","null"]},{"name":"float_col","type":["float","null"]},{"name":"double_col","type":["double","null"]},{"name":"date_string_col","type":["bytes","null"]},{"name":"string_col","type":["bytes","null"]},{"name":"timestamp_col","type":[{"type":"long","logicalType":"timestamp-micros"},"null"]}]}"#;
         assert_eq!(schema_json, expected);
-        let _schema: Schema<'_> = serde_json::from_slice(schema_json).unwrap();
+        let schema: Schema<'_> = serde_json::from_slice(schema_json).unwrap();
+        let field = AvroField::try_from(&schema).unwrap();
+
+        assert_eq!(
+            field.field(),
+            Field::new(
+                "topLevelRecord",
+                DataType::Struct(Fields::from(vec![
+                    Field::new("id", DataType::Int32, true),
+                    Field::new("bool_col", DataType::Boolean, true),
+                    Field::new("tinyint_col", DataType::Int32, true),
+                    Field::new("smallint_col", DataType::Int32, true),
+                    Field::new("int_col", DataType::Int32, true),
+                    Field::new("bigint_col", DataType::Int64, true),
+                    Field::new("float_col", DataType::Float32, true),
+                    Field::new("double_col", DataType::Float64, true),
+                    Field::new("date_string_col", DataType::Binary, true),
+                    Field::new("string_col", DataType::Binary, true),
+                    Field::new(
+                        "timestamp_col",
+                        DataType::Timestamp(TimeUnit::Microsecond, Some("+00:00".into())),
+                        true
+                    ),
+                ])),
+                false
+            )
+        );
+
         assert_eq!(
             u128::from_le_bytes(header.sync()),
             226966037233754408753420635932530907102