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/target | ||
**/target | ||
Cargo.lock | ||
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venv | ||
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[workspace] | ||
members = ["gen"] | ||
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[package] | ||
name = "datafusion-orc" | ||
version = "0.2.43" | ||
name = "orc-rust" | ||
version = "0.3.0" | ||
edition = "2021" | ||
homepage = "https://github.com/datafusion-contrib/datafusion-orc" | ||
repository = "https://github.com/datafusion-contrib/datafusion-orc" | ||
authors = ["Weny <[email protected]>"] | ||
authors = ["Weny <[email protected]>", "Jeffrey Vo <[email protected]>"] | ||
license = "Apache-2.0" | ||
description = "Implementation of ORC file format" | ||
description = "Implementation of Apache ORC file format using Apache Arrow in-memory format" | ||
keywords = ["arrow", "orc", "arrow-rs", "datafusion"] | ||
include = ["src/**/*.rs", "Cargo.toml"] | ||
rust-version = "1.70" | ||
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# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html | ||
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[dependencies] | ||
arrow = { version = "50", features = ["prettyprint"] } | ||
bytes = "1.4" | ||
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# datafusion-orc | ||
Implementation of ORC file format read/write with Arrow in-memory format | ||
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[](https://github.com/datafusion-contrib/datafusion-orc/actions/workflows/ci.yml) | ||
[](https://codecov.io/gh/WenyXu/orc-rs) | ||
[](https://crates.io/crates/orc-rust) | ||
[](https://crates.io/crates/orc-rust) | ||
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Read [Apache ORC](https://orc.apache.org/) in Rust. | ||
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* Read ORC files | ||
* Read stripes (the conversion from proto metadata to memory regions) | ||
* Decode stripes (the math of decode stripes into e.g. booleans, runs of RLE, etc.) | ||
* Decode ORC data to [Arrow Datatypes](https://docs.rs/arrow/latest/arrow/datatypes/enum.DataType.html) (Async/Sync) | ||
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## Current Support | ||
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| Column Encoding | Read | Write | Arrow DataType | | ||
| ------------------------- | ---- | ----- | -------------------------- | | ||
| SmallInt, Int, BigInt | ✓ | | Int16, Int32, Int64 | | ||
| Float, Double | ✓ | | Float32, Float64 | | ||
| String, Char, and VarChar | ✓ | | Utf8 | | ||
| Boolean | ✓ | | Boolean | | ||
| TinyInt | ✓ | | Int8 | | ||
| Binary | ✓ | | Binary | | ||
| Decimal | ✓ | | Decimal128 | | ||
| Date | ✓ | | Date32 | | ||
| Timestamp | ✓ | | Timestamp(Nanosecond,_) | | ||
| Timestamp instant | ✓ | | Timestamp(Nanosecond, UTC) | | ||
| Struct | ✓ | | Struct | | ||
| List | ✓ | | List | | ||
| Map | ✓ | | Map | | ||
| Union | ✓ | | Union(_, Sparse) | | ||
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## Compression Support | ||
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| Compression | Read | Write | | ||
| ----------- | ---- | ----- | | ||
| None | ✓ | ✗ | | ||
| ZLIB | ✓ | ✗ | | ||
| SNAPPY | ✓ | ✗ | | ||
| LZO | ✓ | ✗ | | ||
| LZ4 | ✓ | ✗ | | ||
| ZSTD | ✓ | ✗ | | ||
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## Benchmark | ||
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Run `cargo bench` for simple benchmarks. | ||
# orc-rust | ||
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A native Rust implementation of the [Apache ORC](https://orc.apache.org) file format, | ||
providing API's to read data into [Apache Arrow](https://arrow.apache.org) in-memory arrays. | ||
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See the [documentation](https://docs.rs/orc-rust/latest/orc_rust/) for examples on how to use this crate. | ||
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## Supported features | ||
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This crate currently only supports reading ORC files into Arrow arrays. Write support is planned | ||
(see [Roadmap](#roadmap)). The below features listed relate only to reading ORC files. | ||
At this time, we aim to support the [ORCv1](https://orc.apache.org/specification/ORCv1/) specification only. | ||
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- Read synchronously & asynchronously (using Tokio) | ||
- All compression types (Zlib, Snappy, Lzo, Lz4, Zstd) | ||
- All ORC data types | ||
- All encodings | ||
- Rudimentary support for retrieving statistics | ||
- Retrieving user metadata into Arrow schema metadata | ||
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## Roadmap | ||
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The long term vision for this crate is to be feature complete enough to be donated to the | ||
[arrow-rs](https://github.com/apache/arrow-rs) project. | ||
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The following lists the rough roadmap for features to be implemented, from highest to lowest priority. | ||
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- Performance enhancements | ||
- DataFusion integration | ||
- Predicate pushdown | ||
- Row indices | ||
- Bloom filters | ||
- Write from Arrow arrays | ||
- Encryption | ||
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A non-Arrow API interface is not planned at the moment. Feel free to raise an issue if there is such | ||
a use case. | ||
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## Version compatibility | ||
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No guarantees are provided about stability across versions. We will endeavour to keep the top level API's | ||
(`ArrowReader` and `ArrowStreamReader`) as stable as we can, but other API's provided may change as we | ||
explore the interface we want the library to expose. | ||
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Versions will be released on an ad-hoc basis (with no fixed schedule). | ||
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## Mapping ORC types to Arrow types | ||
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The following table lists how ORC data types are read into Arrow data types: | ||
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| ORC Data Type | Arrow Data Type | | ||
| ----------------- | -------------------------- | | ||
| Boolean | Boolean | | ||
| TinyInt | Int8 | | ||
| SmallInt | Int16 | | ||
| Int | Int32 | | ||
| BigInt | Int64 | | ||
| Float | Float32 | | ||
| Double | Float64 | | ||
| String | Utf8 | | ||
| Char | Utf8 | | ||
| VarChar | Utf8 | | ||
| Binary | Binary | | ||
| Decimal | Decimal128 | | ||
| Date | Date32 | | ||
| Timestamp | Timestamp(Nanosecond, None) | | ||
| Timestamp instant | Timestamp(Nanosecond, UTC) | | ||
| Struct | Struct | | ||
| List | List | | ||
| Map | Map | | ||
| Union | Union(_, Sparse) | | ||
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## Contributing | ||
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All contributions are welcome! Feel free to raise an issue if you have a feature request, bug report, | ||
or a question. Feel free to raise a Pull Request without raising an issue first, as long as the Pull | ||
Request is descriptive enough. | ||
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Some tools we use in addition to the standard `cargo` that require installation are: | ||
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- [taplo](https://taplo.tamasfe.dev/) | ||
- [typos](https://crates.io/crates/typos) | ||
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```shell | ||
cargo install typos-cli | ||
cargo install taplo-cli | ||
``` | ||
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```shell | ||
# Building the crate | ||
cargo build | ||
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# Running the test suite | ||
cargo test | ||
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# Simple benchmarks | ||
cargo bench | ||
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# Formatting TOML files | ||
taplo format | ||
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# Detect any typos in the codebase | ||
typos | ||
``` | ||
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To regenerate/update the [proto.rs](src/proto.rs) file, execute the [regen.sh](regen.sh) script. | ||
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```shell | ||
./regen.sh | ||
``` | ||
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[default.extend-words] | ||
ue = "ue" | ||
datas = "datas" | ||
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[files] | ||
extend-exclude = [ | ||
"corrupted", | ||
"tests/**/data/**", | ||
"format/orc_proto.proto", | ||
"src/proto.rs" | ||
] |