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display.rs
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display.rs
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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.
//! Implementation of physical plan display. See
//! [`crate::displayable`] for examples of how to format
use std::fmt;
use super::{accept, ExecutionPlan, ExecutionPlanVisitor};
use arrow_schema::SchemaRef;
use datafusion_common::display::{GraphvizBuilder, PlanType, StringifiedPlan};
use datafusion_physical_expr::PhysicalSortExpr;
/// Options for controlling how each [`ExecutionPlan`] should format itself
#[derive(Debug, Clone, Copy)]
pub enum DisplayFormatType {
/// Default, compact format. Example: `FilterExec: c12 < 10.0`
Default,
/// Verbose, showing all available details
Verbose,
}
/// Wraps an `ExecutionPlan` with various ways to display this plan
pub struct DisplayableExecutionPlan<'a> {
inner: &'a dyn ExecutionPlan,
/// How to show metrics
show_metrics: ShowMetrics,
/// If statistics should be displayed
show_statistics: bool,
}
impl<'a> DisplayableExecutionPlan<'a> {
/// Create a wrapper around an [`ExecutionPlan`] which can be
/// pretty printed in a variety of ways
pub fn new(inner: &'a dyn ExecutionPlan) -> Self {
Self {
inner,
show_metrics: ShowMetrics::None,
show_statistics: false,
}
}
/// Create a wrapper around an [`ExecutionPlan`] which can be
/// pretty printed in a variety of ways that also shows aggregated
/// metrics
pub fn with_metrics(inner: &'a dyn ExecutionPlan) -> Self {
Self {
inner,
show_metrics: ShowMetrics::Aggregated,
show_statistics: false,
}
}
/// Create a wrapper around an [`ExecutionPlan`] which can be
/// pretty printed in a variety of ways that also shows all low
/// level metrics
pub fn with_full_metrics(inner: &'a dyn ExecutionPlan) -> Self {
Self {
inner,
show_metrics: ShowMetrics::Full,
show_statistics: false,
}
}
/// Enable display of statistics
pub fn set_show_statistics(mut self, show_statistics: bool) -> Self {
self.show_statistics = show_statistics;
self
}
/// Return a `format`able structure that produces a single line
/// per node.
///
/// ```text
/// ProjectionExec: expr=[a]
/// CoalesceBatchesExec: target_batch_size=8192
/// FilterExec: a < 5
/// RepartitionExec: partitioning=RoundRobinBatch(16)
/// CsvExec: source=...",
/// ```
pub fn indent(&self, verbose: bool) -> impl fmt::Display + 'a {
let format_type = if verbose {
DisplayFormatType::Verbose
} else {
DisplayFormatType::Default
};
struct Wrapper<'a> {
format_type: DisplayFormatType,
plan: &'a dyn ExecutionPlan,
show_metrics: ShowMetrics,
show_statistics: bool,
}
impl<'a> fmt::Display for Wrapper<'a> {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
let mut visitor = IndentVisitor {
t: self.format_type,
f,
indent: 0,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
};
accept(self.plan, &mut visitor)
}
}
Wrapper {
format_type,
plan: self.inner,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
}
}
/// Returns a `format`able structure that produces graphviz format for execution plan, which can
/// be directly visualized [here](https://dreampuf.github.io/GraphvizOnline).
///
/// An example is
/// ```dot
/// strict digraph dot_plan {
// 0[label="ProjectionExec: expr=[id@0 + 2 as employee.id + Int32(2)]",tooltip=""]
// 1[label="EmptyExec",tooltip=""]
// 0 -> 1
// }
/// ```
pub fn graphviz(&self) -> impl fmt::Display + 'a {
struct Wrapper<'a> {
plan: &'a dyn ExecutionPlan,
show_metrics: ShowMetrics,
show_statistics: bool,
}
impl<'a> fmt::Display for Wrapper<'a> {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
let t = DisplayFormatType::Default;
let mut visitor = GraphvizVisitor {
f,
t,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
graphviz_builder: GraphvizBuilder::default(),
parents: Vec::new(),
};
visitor.start_graph()?;
accept(self.plan, &mut visitor)?;
visitor.end_graph()?;
Ok(())
}
}
Wrapper {
plan: self.inner,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
}
}
/// Return a single-line summary of the root of the plan
/// Example: `ProjectionExec: expr=[a@0 as a]`.
pub fn one_line(&self) -> impl fmt::Display + 'a {
struct Wrapper<'a> {
plan: &'a dyn ExecutionPlan,
show_metrics: ShowMetrics,
show_statistics: bool,
}
impl<'a> fmt::Display for Wrapper<'a> {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
let mut visitor = IndentVisitor {
f,
t: DisplayFormatType::Default,
indent: 0,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
};
visitor.pre_visit(self.plan)?;
Ok(())
}
}
Wrapper {
plan: self.inner,
show_metrics: self.show_metrics,
show_statistics: self.show_statistics,
}
}
/// format as a `StringifiedPlan`
pub fn to_stringified(&self, verbose: bool, plan_type: PlanType) -> StringifiedPlan {
StringifiedPlan::new(plan_type, self.indent(verbose).to_string())
}
}
#[derive(Debug, Clone, Copy)]
enum ShowMetrics {
/// Do not show any metrics
None,
/// Show aggregrated metrics across partition
Aggregated,
/// Show full per-partition metrics
Full,
}
/// Formats plans with a single line per node.
struct IndentVisitor<'a, 'b> {
/// How to format each node
t: DisplayFormatType,
/// Write to this formatter
f: &'a mut fmt::Formatter<'b>,
/// Indent size
indent: usize,
/// How to show metrics
show_metrics: ShowMetrics,
/// If statistics should be displayed
show_statistics: bool,
}
impl<'a, 'b> ExecutionPlanVisitor for IndentVisitor<'a, 'b> {
type Error = fmt::Error;
fn pre_visit(&mut self, plan: &dyn ExecutionPlan) -> Result<bool, Self::Error> {
write!(self.f, "{:indent$}", "", indent = self.indent * 2)?;
plan.fmt_as(self.t, self.f)?;
match self.show_metrics {
ShowMetrics::None => {}
ShowMetrics::Aggregated => {
if let Some(metrics) = plan.metrics() {
let metrics = metrics
.aggregate_by_name()
.sorted_for_display()
.timestamps_removed();
write!(self.f, ", metrics=[{metrics}]")?;
} else {
write!(self.f, ", metrics=[]")?;
}
}
ShowMetrics::Full => {
if let Some(metrics) = plan.metrics() {
write!(self.f, ", metrics=[{metrics}]")?;
} else {
write!(self.f, ", metrics=[]")?;
}
}
}
let stats = plan.statistics().map_err(|_e| fmt::Error)?;
if self.show_statistics {
write!(self.f, ", statistics=[{}]", stats)?;
}
writeln!(self.f)?;
self.indent += 1;
Ok(true)
}
fn post_visit(&mut self, _plan: &dyn ExecutionPlan) -> Result<bool, Self::Error> {
self.indent -= 1;
Ok(true)
}
}
struct GraphvizVisitor<'a, 'b> {
f: &'a mut fmt::Formatter<'b>,
/// How to format each node
t: DisplayFormatType,
/// How to show metrics
show_metrics: ShowMetrics,
/// If statistics should be displayed
show_statistics: bool,
graphviz_builder: GraphvizBuilder,
/// Used to record parent node ids when visiting a plan.
parents: Vec<usize>,
}
impl GraphvizVisitor<'_, '_> {
fn start_graph(&mut self) -> fmt::Result {
self.graphviz_builder.start_graph(self.f)
}
fn end_graph(&mut self) -> fmt::Result {
self.graphviz_builder.end_graph(self.f)
}
}
impl ExecutionPlanVisitor for GraphvizVisitor<'_, '_> {
type Error = fmt::Error;
fn pre_visit(
&mut self,
plan: &dyn ExecutionPlan,
) -> datafusion_common::Result<bool, Self::Error> {
let id = self.graphviz_builder.next_id();
struct Wrapper<'a>(&'a dyn ExecutionPlan, DisplayFormatType);
impl<'a> std::fmt::Display for Wrapper<'a> {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
self.0.fmt_as(self.1, f)
}
}
let label = { format!("{}", Wrapper(plan, self.t)) };
let metrics = match self.show_metrics {
ShowMetrics::None => "".to_string(),
ShowMetrics::Aggregated => {
if let Some(metrics) = plan.metrics() {
let metrics = metrics
.aggregate_by_name()
.sorted_for_display()
.timestamps_removed();
format!("metrics=[{metrics}]")
} else {
"metrics=[]".to_string()
}
}
ShowMetrics::Full => {
if let Some(metrics) = plan.metrics() {
format!("metrics=[{metrics}]")
} else {
"metrics=[]".to_string()
}
}
};
let stats = plan.statistics().map_err(|_e| fmt::Error)?;
let statistics = if self.show_statistics {
format!("statistics=[{}]", stats)
} else {
"".to_string()
};
let delimiter = if !metrics.is_empty() && !statistics.is_empty() {
", "
} else {
""
};
self.graphviz_builder.add_node(
self.f,
id,
&label,
Some(&format!("{}{}{}", metrics, delimiter, statistics)),
)?;
if let Some(parent_node_id) = self.parents.last() {
self.graphviz_builder
.add_edge(self.f, *parent_node_id, id)?;
}
self.parents.push(id);
Ok(true)
}
fn post_visit(&mut self, _plan: &dyn ExecutionPlan) -> Result<bool, Self::Error> {
self.parents.pop();
Ok(true)
}
}
/// Trait for types which could have additional details when formatted in `Verbose` mode
pub trait DisplayAs {
/// Format according to `DisplayFormatType`, used when verbose representation looks
/// different from the default one
///
/// Should not include a newline
fn fmt_as(&self, t: DisplayFormatType, f: &mut fmt::Formatter) -> fmt::Result;
}
/// A newtype wrapper to display `T` implementing`DisplayAs` using the `Default` mode
pub struct DefaultDisplay<T>(pub T);
impl<T: DisplayAs> fmt::Display for DefaultDisplay<T> {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
self.0.fmt_as(DisplayFormatType::Default, f)
}
}
/// A newtype wrapper to display `T` implementing `DisplayAs` using the `Verbose` mode
pub struct VerboseDisplay<T>(pub T);
impl<T: DisplayAs> fmt::Display for VerboseDisplay<T> {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
self.0.fmt_as(DisplayFormatType::Verbose, f)
}
}
/// A wrapper to customize partitioned file display
#[derive(Debug)]
pub struct ProjectSchemaDisplay<'a>(pub &'a SchemaRef);
impl<'a> fmt::Display for ProjectSchemaDisplay<'a> {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
let parts: Vec<_> = self
.0
.fields()
.iter()
.map(|x| x.name().to_owned())
.collect::<Vec<String>>();
write!(f, "[{}]", parts.join(", "))
}
}
/// A wrapper to customize output ordering display.
#[derive(Debug)]
pub struct OutputOrderingDisplay<'a>(pub &'a [PhysicalSortExpr]);
impl<'a> fmt::Display for OutputOrderingDisplay<'a> {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "[")?;
for (i, e) in self.0.iter().enumerate() {
if i > 0 {
write!(f, ", ")?
}
write!(f, "{e}")?;
}
write!(f, "]")
}
}