Raw JSON writer (~10x faster) (#5314)

arrow-json/src/writer.rs

@@ -20,28 +20,6 @@
 //! This JSON writer converts Arrow [`RecordBatch`]es into arrays of
 //! JSON objects or JSON formatted byte streams.
 //!
-//! ## Writing JSON Objects
-//!
-//! To serialize [`RecordBatch`]es into array of
-//! [JSON](https://docs.serde.rs/serde_json/) objects, use
-//! [`record_batches_to_json_rows`]:
-//!
-//! ```
-//! # use std::sync::Arc;
-//! # use arrow_array::{Int32Array, RecordBatch};
-//! # use arrow_schema::{DataType, Field, Schema};
-//!
-//! let schema = Schema::new(vec![Field::new("a", DataType::Int32, false)]);
-//! let a = Int32Array::from(vec![1, 2, 3]);
-//! let batch = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(a)]).unwrap();
-//!
-//! let json_rows = arrow_json::writer::record_batches_to_json_rows(&[&batch]).unwrap();
-//! assert_eq!(
-//!     serde_json::Value::Object(json_rows[1].clone()),
-//!     serde_json::json!({"a": 2}),
-//! );
-//! ```
-//!
 //! ## Writing JSON formatted byte streams
 //!
 //! To serialize [`RecordBatch`]es into line-delimited JSON bytes, use
@@ -97,6 +75,8 @@
 //! In order to explicitly write null values for keys, configure a custom [`Writer`] by
 //! using a [`WriterBuilder`] to construct a [`Writer`].
 
+mod encoder;
+
 use std::iter;
 use std::{fmt::Debug, io::Write};
 
@@ -109,7 +89,9 @@ use arrow_array::types::*;
 use arrow_array::*;
 use arrow_schema::*;
 
+use crate::writer::encoder::EncoderOptions;
 use arrow_cast::display::{ArrayFormatter, FormatOptions};
+use encoder::make_encoder;
 
 fn primitive_array_to_json<T>(array: &dyn Array) -> Result<Vec<Value>, ArrowError>
 where
@@ -481,6 +463,7 @@ fn set_column_for_json_rows(
 
 /// Converts an arrow [`RecordBatch`] into a `Vec` of Serde JSON
 /// [`JsonMap`]s (objects)
+#[deprecated(note = "Use Writer")]
 pub fn record_batches_to_json_rows(
     batches: &[&RecordBatch],
 ) -> Result<Vec<JsonMap<String, Value>>, ArrowError> {
@@ -597,11 +580,7 @@ pub type ArrayWriter<W> = Writer<W, JsonArray>;
 
 /// JSON writer builder.
 #[derive(Debug, Clone, Default)]
-pub struct WriterBuilder {
-    /// Controls whether null values should be written explicitly for keys
-    /// in objects, or whether the key should be omitted entirely.
-    explicit_nulls: bool,
-}
+pub struct WriterBuilder(EncoderOptions);
 
 impl WriterBuilder {
     /// Create a new builder for configuring JSON writing options.
@@ -629,7 +608,7 @@ impl WriterBuilder {
 
     /// Returns `true` if this writer is configured to keep keys with null values.
     pub fn explicit_nulls(&self) -> bool {
-        self.explicit_nulls
+        self.0.explicit_nulls
     }
 
     /// Set whether to keep keys with null values, or to omit writing them.
@@ -654,7 +633,7 @@ impl WriterBuilder {
     ///
     /// Default is to skip nulls (set to `false`).
     pub fn with_explicit_nulls(mut self, explicit_nulls: bool) -> Self {
-        self.explicit_nulls = explicit_nulls;
+        self.0.explicit_nulls = explicit_nulls;
         self
     }
 
@@ -669,7 +648,7 @@ impl WriterBuilder {
             started: false,
             finished: false,
             format: F::default(),
-            explicit_nulls: self.explicit_nulls,
+            options: self.0,
         }
     }
 }
@@ -702,8 +681,8 @@ where
     /// Determines how the byte stream is formatted
     format: F,
 
-    /// Whether keys with null values should be written or skipped
-    explicit_nulls: bool,
+    /// Controls how JSON should be encoded, e.g. whether to write explicit nulls or skip them
+    options: EncoderOptions,
 }
 
 impl<W, F> Writer<W, F>
@@ -718,11 +697,12 @@ where
             started: false,
             finished: false,
             format: F::default(),
-            explicit_nulls: false,
+            options: EncoderOptions::default(),
         }
     }
 
     /// Write a single JSON row to the output writer
+    #[deprecated(note = "Use Writer::write")]
     pub fn write_row(&mut self, row: &Value) -> Result<(), ArrowError> {
         let is_first_row = !self.started;
         if !self.started {
@@ -738,18 +718,48 @@ where
         Ok(())
     }
 
-    /// Convert the `RecordBatch` into JSON rows, and write them to the output
+    /// Serialize `batch` to JSON output
     pub fn write(&mut self, batch: &RecordBatch) -> Result<(), ArrowError> {
-        for row in record_batches_to_json_rows_internal(&[batch], self.explicit_nulls)? {
-            self.write_row(&Value::Object(row))?;
+        if batch.num_rows() == 0 {
+            return Ok(());
         }
+
+        // BufWriter uses a buffer size of 8KB
+        // We therefore double this and flush once we have more than 8KB
+        let mut buffer = Vec::with_capacity(16 * 1024);
+
+        let mut is_first_row = !self.started;
+        if !self.started {
+            self.format.start_stream(&mut buffer)?;
+            self.started = true;
+        }
+
+        let array = StructArray::from(batch.clone());
+        let mut encoder = make_encoder(&array, &self.options)?;
+
+        for idx in 0..batch.num_rows() {
+            self.format.start_row(&mut buffer, is_first_row)?;
+            is_first_row = false;
+
+            encoder.encode(idx, &mut buffer);
+            if buffer.len() > 8 * 1024 {
+                self.writer.write_all(&buffer)?;
+                buffer.clear();
+            }
+            self.format.end_row(&mut buffer)?;
+        }
+
+        if !buffer.is_empty() {
+            self.writer.write_all(&buffer)?;
+        }
+
         Ok(())
     }
 
-    /// Convert the [`RecordBatch`] into JSON rows, and write them to the output
+    /// Serialize `batches` to JSON output
     pub fn write_batches(&mut self, batches: &[&RecordBatch]) -> Result<(), ArrowError> {
-        for row in record_batches_to_json_rows_internal(batches, self.explicit_nulls)? {
-            self.write_row(&Value::Object(row))?;
+        for b in batches {
+            self.write(b)?;
         }
         Ok(())
     }
@@ -1453,6 +1463,7 @@ mod tests {
     }
 
     #[test]
+    #[allow(deprecated)]
     fn json_writer_one_row() {
         let mut writer = ArrayWriter::new(vec![] as Vec<u8>);
         let v = json!({ "an": "object" });
@@ -1465,6 +1476,7 @@ mod tests {
     }
 
     #[test]
+    #[allow(deprecated)]
     fn json_writer_two_rows() {
         let mut writer = ArrayWriter::new(vec![] as Vec<u8>);
         let v = json!({ "an": "object" });
@@ -1564,9 +1576,9 @@ mod tests {
             r#"{"a":{"list":[1,2]},"b":{"list":[1,2]}}
 {"a":{"list":[null]},"b":{"list":[null]}}
 {"a":{"list":[]},"b":{"list":[]}}
-{"a":null,"b":{"list":[3,null]}}
+{"b":{"list":[3,null]}}
 {"a":{"list":[4,5]},"b":{"list":[4,5]}}
-{"a":null,"b":{}}
+{"b":{}}
 {"a":{},"b":{}}
 "#,
         );
@@ -1621,7 +1633,7 @@ mod tests {
         assert_json_eq(
             &buf,
             r#"{"map":{"foo":10}}
-{"map":null}
+{}
 {"map":{}}
 {"map":{"bar":20,"baz":30,"qux":40}}
 {"map":{"quux":50}}