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Move configuration information out of example usage page (#11300)
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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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# Crate Configuration | ||
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This section contains information on how to configure DataFusion in your Rust | ||
project. See the [Configuration Settings] section for a list of options that | ||
control DataFusion's behavior. | ||
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[configuration settings]: configs.md | ||
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## Add latest non published DataFusion dependency | ||
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DataFusion changes are published to `crates.io` according to the [release schedule](https://github.com/apache/datafusion/blob/main/dev/release/README.md#release-process) | ||
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If you would like to test out DataFusion changes which are merged but not yet | ||
published, Cargo supports adding dependency directly to GitHub branch: | ||
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```toml | ||
datafusion = { git = "https://github.com/apache/datafusion", branch = "main"} | ||
``` | ||
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Also it works on the package level | ||
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```toml | ||
datafusion-common = { git = "https://github.com/apache/datafusion", branch = "main", package = "datafusion-common"} | ||
``` | ||
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And with features | ||
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```toml | ||
datafusion = { git = "https://github.com/apache/datafusion", branch = "main", default-features = false, features = ["unicode_expressions"] } | ||
``` | ||
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More on [Cargo dependencies](https://doc.rust-lang.org/cargo/reference/specifying-dependencies.html#specifying-dependencies) | ||
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## Optimized Configuration | ||
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For an optimized build several steps are required. First, use the below in your `Cargo.toml`. It is | ||
worth noting that using the settings in the `[profile.release]` section will significantly increase the build time. | ||
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```toml | ||
[dependencies] | ||
datafusion = { version = "22.0" } | ||
tokio = { version = "^1.0", features = ["rt-multi-thread"] } | ||
snmalloc-rs = "0.3" | ||
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[profile.release] | ||
lto = true | ||
codegen-units = 1 | ||
``` | ||
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Then, in `main.rs.` update the memory allocator with the below after your imports: | ||
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```rust ,ignore | ||
use datafusion::prelude::*; | ||
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#[global_allocator] | ||
static ALLOC: snmalloc_rs::SnMalloc = snmalloc_rs::SnMalloc; | ||
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#[tokio::main] | ||
async fn main() -> datafusion::error::Result<()> { | ||
Ok(()) | ||
} | ||
``` | ||
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Based on the instruction set architecture you are building on you will want to configure the `target-cpu` as well, ideally | ||
with `native` or at least `avx2`. | ||
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```shell | ||
RUSTFLAGS='-C target-cpu=native' cargo run --release | ||
``` | ||
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## Enable backtraces | ||
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By default Datafusion returns errors as a plain message. There is option to enable more verbose details about the error, | ||
like error backtrace. To enable a backtrace you need to add Datafusion `backtrace` feature to your `Cargo.toml` file: | ||
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```toml | ||
datafusion = { version = "31.0.0", features = ["backtrace"]} | ||
``` | ||
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Set environment [variables](https://doc.rust-lang.org/std/backtrace/index.html#environment-variables) | ||
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```bash | ||
RUST_BACKTRACE=1 ./target/debug/datafusion-cli | ||
DataFusion CLI v31.0.0 | ||
> select row_numer() over (partition by a order by a) from (select 1 a); | ||
Error during planning: Invalid function 'row_numer'. | ||
Did you mean 'ROW_NUMBER'? | ||
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backtrace: 0: std::backtrace_rs::backtrace::libunwind::trace | ||
at /rustc/5680fa18feaa87f3ff04063800aec256c3d4b4be/library/std/src/../../backtrace/src/backtrace/libunwind.rs:93:5 | ||
1: std::backtrace_rs::backtrace::trace_unsynchronized | ||
at /rustc/5680fa18feaa87f3ff04063800aec256c3d4b4be/library/std/src/../../backtrace/src/backtrace/mod.rs:66:5 | ||
2: std::backtrace::Backtrace::create | ||
at /rustc/5680fa18feaa87f3ff04063800aec256c3d4b4be/library/std/src/backtrace.rs:332:13 | ||
3: std::backtrace::Backtrace::capture | ||
at /rustc/5680fa18feaa87f3ff04063800aec256c3d4b4be/library/std/src/backtrace.rs:298:9 | ||
4: datafusion_common::error::DataFusionError::get_back_trace | ||
at /datafusion/datafusion/common/src/error.rs:436:30 | ||
5: datafusion_sql::expr::function::<impl datafusion_sql::planner::SqlToRel<S>>::sql_function_to_expr | ||
............ | ||
``` | ||
The backtraces are useful when debugging code. If there is a test in `datafusion/core/src/physical_planner.rs` | ||
``` | ||
#[tokio::test] | ||
async fn test_get_backtrace_for_failed_code() -> Result<()> { | ||
let ctx = SessionContext::new(); | ||
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let sql = " | ||
select row_numer() over (partition by a order by a) from (select 1 a); | ||
"; | ||
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let _ = ctx.sql(sql).await?.collect().await?; | ||
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Ok(()) | ||
} | ||
``` | ||
To obtain a backtrace: | ||
```bash | ||
cargo build --features=backtrace | ||
RUST_BACKTRACE=1 cargo test --features=backtrace --package datafusion --lib -- physical_planner::tests::test_get_backtrace_for_failed_code --exact --nocapture | ||
``` | ||
Note: The backtrace wrapped into systems calls, so some steps on top of the backtrace can be ignored |
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