| // 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. |
| |
| #![doc( |
| html_logo_url = "https://raw.githubusercontent.com/apache/datafusion/19fe44cf2f30cbdd63d4a4f52c74055163c6cc38/docs/logos/standalone_logo/logo_original.svg", |
| html_favicon_url = "https://raw.githubusercontent.com/apache/datafusion/19fe44cf2f30cbdd63d4a4f52c74055163c6cc38/docs/logos/standalone_logo/logo_original.svg" |
| )] |
| #![cfg_attr(docsrs, feature(doc_cfg))] |
| // Make sure fast / cheap clones on Arc are explicit: |
| // https://github.com/apache/datafusion/issues/11143 |
| #![deny(clippy::clone_on_ref_ptr)] |
| |
| //! Serialize / Deserialize DataFusion Plans to bytes |
| //! |
| //! This crate provides support for serializing and deserializing the |
| //! following structures to and from bytes: |
| //! |
| //! 1. [`LogicalPlan`]'s (including [`Expr`]), |
| //! 2. [`ExecutionPlan`]s (including [`PhysicalExpr`]) |
| //! |
| //! [`LogicalPlan`]: datafusion_expr::LogicalPlan |
| //! [`Expr`]: datafusion_expr::Expr |
| //! [`ExecutionPlan`]: datafusion_physical_plan::ExecutionPlan |
| //! [`PhysicalExpr`]: datafusion_physical_expr::PhysicalExpr |
| //! |
| //! Internally, this crate is implemented by converting the plans to [protocol |
| //! buffers] using [prost]. |
| //! |
| //! [protocol buffers]: https://developers.google.com/protocol-buffers |
| //! [prost]: https://docs.rs/prost/latest/prost/ |
| //! |
| //! # Version Compatibility |
| //! |
| //! The serialized form are not guaranteed to be compatible across |
| //! DataFusion versions. A plan serialized with one version of DataFusion |
| //! may not be able to deserialized with a different version. |
| //! |
| //! # See Also |
| //! |
| //! The binary format created by this crate supports the full range of DataFusion |
| //! plans, but is DataFusion specific. See [datafusion-substrait] for a crate |
| //! which can encode many DataFusion plans using the [substrait.io] standard. |
| //! |
| //! [datafusion-substrait]: https://docs.rs/datafusion-substrait/latest/datafusion_substrait |
| //! [substrait.io]: https://substrait.io |
| //! |
| //! # Example: Serializing [`Expr`]s |
| //! ``` |
| //! # use datafusion_common::Result; |
| //! # use datafusion_expr::{col, lit, Expr}; |
| //! # use datafusion_proto::bytes::Serializeable; |
| //! # fn main() -> Result<()>{ |
| //! // Create a new `Expr` a < 32 |
| //! let expr = col("a").lt(lit(5i32)); |
| //! |
| //! // Convert it to bytes (for sending over the network, etc.) |
| //! let bytes = expr.to_bytes()?; |
| //! |
| //! // Decode bytes from somewhere (over network, etc.) back to Expr |
| //! let decoded_expr = Expr::from_bytes(&bytes)?; |
| //! assert_eq!(expr, decoded_expr); |
| //! # Ok(()) |
| //! # } |
| //! ``` |
| //! |
| //! # Example: Serializing [`LogicalPlan`]s |
| //! ``` |
| //! # use datafusion::prelude::*; |
| //! # use datafusion_common::Result; |
| //! # use datafusion_proto::bytes::{logical_plan_from_bytes, logical_plan_to_bytes}; |
| //! # #[tokio::main] |
| //! # async fn main() -> Result<()>{ |
| //! // Create a plan that scans table 't' |
| //! let ctx = SessionContext::new(); |
| //! ctx.register_csv("t1", "tests/testdata/test.csv", CsvReadOptions::default()).await?; |
| //! let plan = ctx.table("t1").await?.into_optimized_plan()?; |
| //! |
| //! // Convert the plan into bytes (for sending over the network, etc.) |
| //! let bytes = logical_plan_to_bytes(&plan)?; |
| //! |
| //! // Decode bytes from somewhere (over network, etc.) back to LogicalPlan |
| //! let logical_round_trip = logical_plan_from_bytes(&bytes, &ctx.task_ctx())?; |
| //! assert_eq!(format!("{:?}", plan), format!("{:?}", logical_round_trip)); |
| //! # Ok(()) |
| //! # } |
| //! ``` |
| //! # Example: Serializing [`ExecutionPlan`]s |
| //! |
| //! ``` |
| //! # use datafusion::prelude::*; |
| //! # use datafusion_common::Result; |
| //! # use datafusion_proto::bytes::{physical_plan_from_bytes,physical_plan_to_bytes}; |
| //! # #[tokio::main] |
| //! # async fn main() -> Result<()>{ |
| //! // Create a plan that scans table 't' |
| //! let ctx = SessionContext::new(); |
| //! ctx.register_csv("t1", "tests/testdata/test.csv", CsvReadOptions::default()).await?; |
| //! let physical_plan = ctx.table("t1").await?.create_physical_plan().await?; |
| //! |
| //! // Convert the plan into bytes (for sending over the network, etc.) |
| //! let bytes = physical_plan_to_bytes(physical_plan.clone())?; |
| //! |
| //! // Decode bytes from somewhere (over network, etc.) back to ExecutionPlan |
| //! let physical_round_trip = physical_plan_from_bytes(&bytes, &ctx.task_ctx())?; |
| //! assert_eq!(format!("{:?}", physical_plan), format!("{:?}", physical_round_trip)); |
| //! # Ok(()) |
| //! # } |
| //! ``` |
| pub mod bytes; |
| pub mod common; |
| pub mod generated; |
| pub mod logical_plan; |
| pub mod physical_plan; |
| |
| pub mod protobuf { |
| pub use crate::generated::datafusion::*; |
| pub use datafusion_proto_common::common::proto_error; |
| pub use datafusion_proto_common::protobuf_common::{ |
| ArrowFormat, ArrowOptions, ArrowType, AvroFormat, AvroOptions, CsvFormat, |
| DfSchema, EmptyMessage, Field, JoinSide, NdJsonFormat, ParquetFormat, |
| ScalarValue, Schema, |
| }; |
| pub use datafusion_proto_common::{FromProtoError, ToProtoError}; |
| } |
| |
| #[cfg(doctest)] |
| doc_comment::doctest!("../README.md", readme_example_test); |