polars-arrow 0.41.3

Minimal implementation of the Arrow specification forked from arrow2
Documentation
//! Async writer for IPC files.

use std::task::Poll;

use arrow_format::ipc::planus::Builder;
use arrow_format::ipc::{Block, Footer, MetadataVersion};
use futures::future::BoxFuture;
use futures::{AsyncWrite, AsyncWriteExt, FutureExt, Sink};
use polars_error::{PolarsError, PolarsResult};

use super::common::{encode_chunk, DictionaryTracker, EncodedData, WriteOptions};
use super::common_async::{write_continuation, write_message};
use super::schema::serialize_schema;
use super::{default_ipc_fields, schema_to_bytes, Record};
use crate::datatypes::*;
use crate::io::ipc::{IpcField, ARROW_MAGIC_V2};

type WriteOutput<W> = (usize, Option<Block>, Vec<Block>, Option<W>);

///  Sink that writes array [`chunks`](crate::record_batch::RecordBatchT) as an IPC file.
///
/// The file header is automatically written before writing the first chunk, and the file footer is
/// automatically written when the sink is closed.
pub struct FileSink<'a, W: AsyncWrite + Unpin + Send + 'a> {
    writer: Option<W>,
    task: Option<BoxFuture<'a, PolarsResult<WriteOutput<W>>>>,
    options: WriteOptions,
    dictionary_tracker: DictionaryTracker,
    offset: usize,
    fields: Vec<IpcField>,
    record_blocks: Vec<Block>,
    dictionary_blocks: Vec<Block>,
    schema: ArrowSchema,
}

impl<'a, W> FileSink<'a, W>
where
    W: AsyncWrite + Unpin + Send + 'a,
{
    /// Create a new file writer.
    pub fn new(
        writer: W,
        schema: ArrowSchema,
        ipc_fields: Option<Vec<IpcField>>,
        options: WriteOptions,
    ) -> Self {
        let fields = ipc_fields.unwrap_or_else(|| default_ipc_fields(&schema.fields));
        let encoded = EncodedData {
            ipc_message: schema_to_bytes(&schema, &fields),
            arrow_data: vec![],
        };
        let task = Some(Self::start(writer, encoded).boxed());
        Self {
            writer: None,
            task,
            options,
            fields,
            offset: 0,
            schema,
            dictionary_tracker: DictionaryTracker {
                dictionaries: Default::default(),
                cannot_replace: true,
            },
            record_blocks: vec![],
            dictionary_blocks: vec![],
        }
    }

    async fn start(mut writer: W, encoded: EncodedData) -> PolarsResult<WriteOutput<W>> {
        writer.write_all(&ARROW_MAGIC_V2[..]).await?;
        writer.write_all(&[0, 0]).await?;
        let (meta, data) = write_message(&mut writer, encoded).await?;

        Ok((meta + data + 8, None, vec![], Some(writer)))
    }

    async fn write(
        mut writer: W,
        mut offset: usize,
        record: EncodedData,
        dictionaries: Vec<EncodedData>,
    ) -> PolarsResult<WriteOutput<W>> {
        let mut dict_blocks = vec![];
        for dict in dictionaries {
            let (meta, data) = write_message(&mut writer, dict).await?;
            let block = Block {
                offset: offset as i64,
                meta_data_length: meta as i32,
                body_length: data as i64,
            };
            dict_blocks.push(block);
            offset += meta + data;
        }
        let (meta, data) = write_message(&mut writer, record).await?;
        let block = Block {
            offset: offset as i64,
            meta_data_length: meta as i32,
            body_length: data as i64,
        };
        offset += meta + data;
        Ok((offset, Some(block), dict_blocks, Some(writer)))
    }

    async fn finish(mut writer: W, footer: Footer) -> PolarsResult<WriteOutput<W>> {
        write_continuation(&mut writer, 0).await?;
        let footer = {
            let mut builder = Builder::new();
            builder.finish(&footer, None).to_owned()
        };
        writer.write_all(&footer[..]).await?;
        writer
            .write_all(&(footer.len() as i32).to_le_bytes())
            .await?;
        writer.write_all(&ARROW_MAGIC_V2).await?;
        writer.close().await?;

        Ok((0, None, vec![], None))
    }

    fn poll_write(&mut self, cx: &mut std::task::Context<'_>) -> Poll<PolarsResult<()>> {
        if let Some(task) = &mut self.task {
            match futures::ready!(task.poll_unpin(cx)) {
                Ok((offset, record, mut dictionaries, writer)) => {
                    self.task = None;
                    self.writer = writer;
                    self.offset = offset;
                    if let Some(block) = record {
                        self.record_blocks.push(block);
                    }
                    self.dictionary_blocks.append(&mut dictionaries);
                    Poll::Ready(Ok(()))
                },
                Err(error) => {
                    self.task = None;
                    Poll::Ready(Err(error))
                },
            }
        } else {
            Poll::Ready(Ok(()))
        }
    }
}

impl<'a, W> Sink<Record<'_>> for FileSink<'a, W>
where
    W: AsyncWrite + Unpin + Send + 'a,
{
    type Error = PolarsError;

    fn poll_ready(
        self: std::pin::Pin<&mut Self>,
        cx: &mut std::task::Context<'_>,
    ) -> std::task::Poll<PolarsResult<()>> {
        self.get_mut().poll_write(cx)
    }

    fn start_send(self: std::pin::Pin<&mut Self>, item: Record<'_>) -> PolarsResult<()> {
        let this = self.get_mut();

        if let Some(writer) = this.writer.take() {
            let fields = item.fields().unwrap_or_else(|| &this.fields[..]);

            let (dictionaries, record) = encode_chunk(
                item.columns(),
                fields,
                &mut this.dictionary_tracker,
                &this.options,
            )?;

            this.task = Some(Self::write(writer, this.offset, record, dictionaries).boxed());
            Ok(())
        } else {
            let io_err = std::io::Error::new(std::io::ErrorKind::UnexpectedEof, "writer is closed");
            Err(PolarsError::from(io_err))
        }
    }

    fn poll_flush(
        self: std::pin::Pin<&mut Self>,
        cx: &mut std::task::Context<'_>,
    ) -> std::task::Poll<PolarsResult<()>> {
        self.get_mut().poll_write(cx)
    }

    fn poll_close(
        self: std::pin::Pin<&mut Self>,
        cx: &mut std::task::Context<'_>,
    ) -> std::task::Poll<PolarsResult<()>> {
        let this = self.get_mut();
        match futures::ready!(this.poll_write(cx)) {
            Ok(()) => {
                if let Some(writer) = this.writer.take() {
                    let schema = serialize_schema(&this.schema, &this.fields);
                    let footer = Footer {
                        version: MetadataVersion::V5,
                        schema: Some(Box::new(schema)),
                        dictionaries: Some(std::mem::take(&mut this.dictionary_blocks)),
                        record_batches: Some(std::mem::take(&mut this.record_blocks)),
                        custom_metadata: None,
                    };
                    this.task = Some(Self::finish(writer, footer).boxed());
                    this.poll_write(cx)
                } else {
                    Poll::Ready(Ok(()))
                }
            },
            Err(error) => Poll::Ready(Err(error)),
        }
    }
}