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init writer framework #135
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@@ -51,3 +51,5 @@ mod scan; | |
pub mod expr; | ||
pub mod transaction; | ||
pub mod transform; | ||
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pub mod writer; |
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// 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. | ||
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//! Iceberg File Writer | ||
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use super::CurrentFileStatus; | ||
use crate::{spec::DataFileBuilder, Result}; | ||
use arrow_array::RecordBatch; | ||
use arrow_schema::SchemaRef; | ||
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/// File writer builder trait. | ||
#[async_trait::async_trait] | ||
pub trait FileWriterBuilder: Send + Clone + 'static { | ||
/// The associated file writer type. | ||
type R: FileWriter; | ||
/// Build file writer. | ||
async fn build(self, schema: &SchemaRef) -> Result<Self::R>; | ||
} | ||
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/// File writer focus on writing record batch to different physical file format.(Such as parquet. orc) | ||
#[async_trait::async_trait] | ||
pub trait FileWriter: Send + 'static + CurrentFileStatus { | ||
/// Write record batch to file. | ||
async fn write(&mut self, batch: &RecordBatch) -> Result<()>; | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. What's the relation of There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The reason why we use But all IcebergWriter will write the data into a file using FileWriter finally. In this time, IcebergWriter should convert the data into a RecordBatch and write them using FileWriter. E.g. for PositionDeleteWriter, we will use
, and when it accumulates enough data, it can convert all data into RecordBatch and write them using FileWriter. For me, RecordBatch is a physical data representation, and |
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/// Close file writer. | ||
async fn close(self) -> Result<Vec<DataFileBuilder>>; | ||
} |
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// 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. | ||
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//! Iceberg writer module. | ||
//! | ||
//! The writer API is designed to be extensible and flexible. Each writer is decoupled and can be create and config independently. User can: | ||
//! 1.Combine different writer builder to build a writer which have complex write logic. Such as FanoutPartition + DataFileWrite or FanoutPartition + PosititionDeleteFileWrite. | ||
//! 2.Customize the writer and combine it with original writer builder to build a writer which | ||
//! can process the data in a specific way. | ||
//! | ||
//! There are two kinds of writer and related builder: | ||
//! 1. `IcebergWriter` and `IcebergWriterBuilder`, they are focus on the data process logical. | ||
//! If you want to support a new data process logical, you need to implement a new `IcebergWriter` and `IcebergWriterBuilder`. | ||
//! 2. `FileWriter` and `FileWriterBuilder`, they are focus on the physical file write. | ||
//! If you want to support a new physical file format, you need to implement a new `FileWriter` and `FileWriterBuilder`. | ||
//! | ||
//! The create process of iceberg writer is: | ||
//! 1. Create a `FileWriterBuilder`. | ||
//! 1a. Combine it with other `FileWriterBuilder` to get a new `FileWriterBuilder`. | ||
//! 2. Use FileWriterBuilder to create a `IcebergWriterBuilder`. | ||
//! 2a. Combine it with other `IcebergWriterBuilder` to get a new `IcebergWriterBuilder`. | ||
//! 3. Use `build` function in `IcebergWriterBuilder` to create a `IcebergWriter`. | ||
//! | ||
//! # Simple Case 1: Create a data file writer using parquet file format. | ||
//! # TODO(Implement this example) | ||
//! ```ignore | ||
//! // 1. Create a parquet file writer builder. | ||
//! let parquet_writer_builder = ParquetFileWriterBuilder::new(parquet_file_writer_config); | ||
//! // 2. Create a data file writer builder. | ||
//! let DataFileWriterBuilder = DataFileWriterBuilder::new(parquet_writer_builder,data_file_writer_config); | ||
//! // 3. Create a iceberg writer. | ||
//! let iceberg_writer = DataFileWriterBuilder.build(schema).await?; | ||
//! | ||
//! iceberg_writer.write(input).await?; | ||
//! | ||
//! let write_result = iceberg_writer.flush().await?; | ||
//! | ||
//! let data_file = write_result.into_iter().map(|builder|builder.build()).collect::<Vec<_>>(); | ||
//! ``` | ||
//! | ||
//! # Complex Case 2: Create a fanout partition data file writer using parquet file format. | ||
//! # TODO (Implement this example) | ||
//! ```ignore | ||
//! // 1. Create a parquet file writer builder. | ||
//! let parquet_writer_builder = ParquetFileWriterBuilder::new(parquet_file_writer_config); | ||
//! // 2. Create a data file writer builder. | ||
//! let DataFileWriterBuilder = DataFileWriterBuilder::new(parquet_writer_builder,data_file_writer_config); | ||
//! // 3. Create a fanout partition writer builder. | ||
//! let fanout_partition_writer_builder = FanoutPartitionWriterBuilder::new(DataFileWriterBuilder, partition_config); | ||
//! // 4. Create a iceberg writer. | ||
//! let iceberg_writer = fanout_partition_writer_builder.build(schema).await?; | ||
//! | ||
//! iceberg_writer.write(input).await?; | ||
//! | ||
//! let write_result = iceberg_writer.flush().await?; | ||
//! | ||
//! let data_file = write_result.into_iter().map(|builder|builder.build()).collect::<Vec<_>>(); | ||
//! ``` | ||
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use crate::{spec::DataFileBuilder, Result}; | ||
use arrow_array::RecordBatch; | ||
use arrow_schema::SchemaRef; | ||
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pub mod file_writer; | ||
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type DefaultInput = RecordBatch; | ||
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/// The builder for iceberg writer. | ||
#[async_trait::async_trait] | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ditto. |
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pub trait IcebergWriterBuilder<I = DefaultInput>: Send + Clone + 'static { | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ditto. |
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/// The associated writer type. | ||
type R: IcebergWriter<I>; | ||
/// Build the iceberg writer. | ||
async fn build(self, schema: &SchemaRef) -> Result<Self::R>; | ||
} | ||
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/// The iceberg writer used to write data to iceberg table. | ||
#[async_trait::async_trait] | ||
pub trait IcebergWriter<I = DefaultInput>: Send + 'static { | ||
/// Write data to iceberg table. | ||
async fn write(&mut self, input: I) -> Result<()>; | ||
/// Flush the writer and return the write result. | ||
async fn flush(&mut self) -> Result<Vec<DataFileBuilder>>; | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think the |
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} | ||
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/// The current file status of iceberg writer. It implement for the writer which write a single | ||
/// file. | ||
pub trait CurrentFileStatus { | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Should we introduce a separate trait for this, or would it be better to add a Also, implementing APIs that require There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
The reason e introduce it as a separate trait is that for some writer which may write multiple file at once, so we should not call this trait for them. E.g fanout partition writer.
This interface is read-only. Make it |
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/// Get the current file path. | ||
fn current_file_path(&self) -> String; | ||
/// Get the current file row number. | ||
fn current_row_num(&self) -> usize; | ||
/// Get the current file written size. | ||
fn current_written_size(&self) -> usize; | ||
} |
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I think we can remove this now? We have upgraded to 1.75