Expand description
Transfer data between the Arrow memory format and JSON line-delimited records.
See the module level documentation for the
reader
and writer
for usage examples.
§Binary Data
As per RFC7159 JSON cannot encode arbitrary binary data. A common approach to workaround this is to use a binary-to-text encoding scheme, such as base64, to encode the input data and then decode it on output.
// The data we want to write
let input = BinaryArray::from(vec![b"\xDE\x00\xFF".as_ref()]);
// Base64 encode it to a string
let encoded: StringArray = b64_encode(&BASE64_STANDARD, &input);
// Write the StringArray to JSON
let batch = RecordBatch::try_from_iter([("col", Arc::new(encoded) as _)]).unwrap();
let mut buf = Vec::with_capacity(1024);
let mut writer = LineDelimitedWriter::new(&mut buf);
writer.write(&batch).unwrap();
writer.finish().unwrap();
// Read the JSON data
let cursor = Cursor::new(buf);
let mut reader = ReaderBuilder::new(batch.schema()).build(cursor).unwrap();
let batch = reader.next().unwrap().unwrap();
// Reverse the base64 encoding
let col: BinaryArray = batch.column(0).as_string::<i32>().clone().into();
let output = b64_decode(&BASE64_STANDARD, &col).unwrap();
assert_eq!(input, output);
Re-exports§
pub use self::reader::Reader;
pub use self::reader::ReaderBuilder;
pub use self::writer::ArrayWriter;
pub use self::writer::LineDelimitedWriter;
pub use self::writer::Writer;
pub use self::writer::WriterBuilder;
Modules§
- JSON reader
- JSON Writer
Traits§
- Trait declaring any type that is serializable to JSON. This includes all primitive types (bool, i32, etc.).