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Support create_physical_expr
and ExecutionContextState
or DefaultPhysicalPlanner
for faster speed
#1700
Support create_physical_expr
and ExecutionContextState
or DefaultPhysicalPlanner
for faster speed
#1700
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -190,7 +190,6 @@ impl ExecutionContext { | |
state: Arc::new(Mutex::new(ExecutionContextState { | ||
catalog_list, | ||
scalar_functions: HashMap::new(), | ||
var_provider: HashMap::new(), | ||
aggregate_functions: HashMap::new(), | ||
config, | ||
execution_props: ExecutionProps::new(), | ||
|
@@ -324,8 +323,8 @@ impl ExecutionContext { | |
self.state | ||
.lock() | ||
.unwrap() | ||
.var_provider | ||
.insert(variable_type, provider); | ||
.execution_props | ||
.add_var_provider(variable_type, provider); | ||
} | ||
|
||
/// Registers a scalar UDF within this context. | ||
|
@@ -1115,9 +1114,14 @@ impl ExecutionConfig { | |
/// An instance of this struct is created each time a [`LogicalPlan`] is prepared for | ||
/// execution (optimized). If the same plan is optimized multiple times, a new | ||
/// `ExecutionProps` is created each time. | ||
/// | ||
/// It is important that this structure be cheap to create as it is | ||
/// done so during predicate pruning and expression simplification | ||
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. 👍 |
||
#[derive(Clone)] | ||
pub struct ExecutionProps { | ||
pub(crate) query_execution_start_time: DateTime<Utc>, | ||
/// providers for scalar variables | ||
pub var_providers: Option<HashMap<VarType, Arc<dyn VarProvider + Send + Sync>>>, | ||
} | ||
|
||
impl Default for ExecutionProps { | ||
|
@@ -1131,6 +1135,7 @@ impl ExecutionProps { | |
pub fn new() -> Self { | ||
ExecutionProps { | ||
query_execution_start_time: chrono::Utc::now(), | ||
var_providers: None, | ||
} | ||
} | ||
|
||
|
@@ -1139,6 +1144,33 @@ impl ExecutionProps { | |
self.query_execution_start_time = chrono::Utc::now(); | ||
&*self | ||
} | ||
|
||
/// Registers a variable provider, returning the existing | ||
/// provider, if any | ||
pub fn add_var_provider( | ||
&mut self, | ||
var_type: VarType, | ||
provider: Arc<dyn VarProvider + Send + Sync>, | ||
) -> Option<Arc<dyn VarProvider + Send + Sync>> { | ||
let mut var_providers = | ||
self.var_providers.take().unwrap_or_else(|| HashMap::new()); | ||
|
||
let old_provider = var_providers.insert(var_type, provider); | ||
|
||
self.var_providers = Some(var_providers); | ||
|
||
old_provider | ||
} | ||
|
||
/// Returns the provider for the var_type, if any | ||
pub fn get_var_provider( | ||
&self, | ||
var_type: VarType, | ||
) -> Option<Arc<dyn VarProvider + Send + Sync>> { | ||
self.var_providers.as_ref().and_then(|var_providers| { | ||
var_providers.get(&var_type).map(|p| Arc::clone(&p)) | ||
}) | ||
} | ||
} | ||
|
||
/// Execution context for registering data sources and executing queries | ||
|
@@ -1148,8 +1180,6 @@ pub struct ExecutionContextState { | |
pub catalog_list: Arc<dyn CatalogList>, | ||
/// Scalar functions that are registered with the context | ||
pub scalar_functions: HashMap<String, Arc<ScalarUDF>>, | ||
/// Variable provider that are registered with the context | ||
pub var_provider: HashMap<VarType, Arc<dyn VarProvider + Send + Sync>>, | ||
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. while technically this is a breaking change, the |
||
/// Aggregate functions registered in the context | ||
pub aggregate_functions: HashMap<String, Arc<AggregateUDF>>, | ||
/// Context configuration | ||
|
@@ -1174,7 +1204,6 @@ impl ExecutionContextState { | |
ExecutionContextState { | ||
catalog_list: Arc::new(MemoryCatalogList::new()), | ||
scalar_functions: HashMap::new(), | ||
var_provider: HashMap::new(), | ||
aggregate_functions: HashMap::new(), | ||
config: ExecutionConfig::new(), | ||
execution_props: ExecutionProps::new(), | ||
|
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -22,13 +22,13 @@ use arrow::datatypes::{DataType, Field, Schema}; | |
use arrow::record_batch::RecordBatch; | ||
|
||
use crate::error::DataFusionError; | ||
use crate::execution::context::{ExecutionContextState, ExecutionProps}; | ||
use crate::execution::context::ExecutionProps; | ||
use crate::logical_plan::{lit, DFSchemaRef, Expr}; | ||
use crate::logical_plan::{DFSchema, ExprRewriter, LogicalPlan, RewriteRecursion}; | ||
use crate::optimizer::optimizer::OptimizerRule; | ||
use crate::optimizer::utils; | ||
use crate::physical_plan::functions::Volatility; | ||
use crate::physical_plan::planner::DefaultPhysicalPlanner; | ||
use crate::physical_plan::planner::create_physical_expr; | ||
use crate::scalar::ScalarValue; | ||
use crate::{error::Result, logical_plan::Operator}; | ||
|
||
|
@@ -223,7 +223,7 @@ impl SimplifyExpressions { | |
/// let rewritten = expr.rewrite(&mut const_evaluator).unwrap(); | ||
/// assert_eq!(rewritten, lit(3) + col("a")); | ||
/// ``` | ||
pub struct ConstEvaluator { | ||
pub struct ConstEvaluator<'a> { | ||
/// can_evaluate is used during the depth-first-search of the | ||
/// Expr tree to track if any siblings (or their descendants) were | ||
/// non evaluatable (e.g. had a column reference or volatile | ||
|
@@ -238,13 +238,12 @@ pub struct ConstEvaluator { | |
/// descendants) so this Expr can be evaluated | ||
can_evaluate: Vec<bool>, | ||
|
||
ctx_state: ExecutionContextState, | ||
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. Here is reason 1 for this change: We no longer have to create a whole new |
||
planner: DefaultPhysicalPlanner, | ||
execution_props: &'a ExecutionProps, | ||
input_schema: DFSchema, | ||
input_batch: RecordBatch, | ||
} | ||
|
||
impl ExprRewriter for ConstEvaluator { | ||
impl<'a> ExprRewriter for ConstEvaluator<'a> { | ||
fn pre_visit(&mut self, expr: &Expr) -> Result<RewriteRecursion> { | ||
// Default to being able to evaluate this node | ||
self.can_evaluate.push(true); | ||
|
@@ -282,16 +281,11 @@ impl ExprRewriter for ConstEvaluator { | |
} | ||
} | ||
|
||
impl ConstEvaluator { | ||
impl<'a> ConstEvaluator<'a> { | ||
/// Create a new `ConstantEvaluator`. Session constants (such as | ||
/// the time for `now()` are taken from the passed | ||
/// `execution_props`. | ||
pub fn new(execution_props: &ExecutionProps) -> Self { | ||
let planner = DefaultPhysicalPlanner::default(); | ||
let ctx_state = ExecutionContextState { | ||
execution_props: execution_props.clone(), | ||
..ExecutionContextState::new() | ||
}; | ||
pub fn new(execution_props: &'a ExecutionProps) -> Self { | ||
let input_schema = DFSchema::empty(); | ||
|
||
// The dummy column name is unused and doesn't matter as only | ||
|
@@ -306,8 +300,7 @@ impl ConstEvaluator { | |
|
||
Self { | ||
can_evaluate: vec![], | ||
ctx_state, | ||
planner, | ||
execution_props, | ||
input_schema, | ||
input_batch, | ||
} | ||
|
@@ -364,11 +357,11 @@ impl ConstEvaluator { | |
return Ok(s); | ||
} | ||
|
||
let phys_expr = self.planner.create_physical_expr( | ||
let phys_expr = create_physical_expr( | ||
&expr, | ||
&self.input_schema, | ||
&self.input_batch.schema(), | ||
&self.ctx_state, | ||
self.execution_props, | ||
)?; | ||
let col_val = phys_expr.evaluate(&self.input_batch)?; | ||
match col_val { | ||
|
@@ -1141,6 +1134,7 @@ mod tests { | |
) { | ||
let execution_props = ExecutionProps { | ||
query_execution_start_time: *date_time, | ||
var_providers: None, | ||
}; | ||
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||
let mut const_evaluator = ConstEvaluator::new(&execution_props); | ||
|
@@ -1622,6 +1616,7 @@ mod tests { | |
let rule = SimplifyExpressions::new(); | ||
let execution_props = ExecutionProps { | ||
query_execution_start_time: *date_time, | ||
var_providers: None, | ||
}; | ||
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||
let err = rule | ||
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@@ -1638,6 +1633,7 @@ mod tests { | |
let rule = SimplifyExpressions::new(); | ||
let execution_props = ExecutionProps { | ||
query_execution_start_time: *date_time, | ||
var_providers: None, | ||
}; | ||
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||
let optimized_plan = rule | ||
|
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -37,13 +37,14 @@ use arrow::{ | |
record_batch::RecordBatch, | ||
}; | ||
|
||
use crate::execution::context::ExecutionProps; | ||
use crate::physical_plan::planner::create_physical_expr; | ||
use crate::prelude::lit; | ||
use crate::{ | ||
error::{DataFusionError, Result}, | ||
execution::context::ExecutionContextState, | ||
logical_plan::{Column, DFSchema, Expr, Operator}, | ||
optimizer::utils, | ||
physical_plan::{planner::DefaultPhysicalPlanner, ColumnarValue, PhysicalExpr}, | ||
physical_plan::{ColumnarValue, PhysicalExpr}, | ||
}; | ||
|
||
/// Interface to pass statistics information to [`PruningPredicates`] | ||
|
@@ -129,12 +130,14 @@ impl PruningPredicate { | |
.collect::<Vec<_>>(); | ||
let stat_schema = Schema::new(stat_fields); | ||
let stat_dfschema = DFSchema::try_from(stat_schema.clone())?; | ||
let execution_context_state = ExecutionContextState::new(); | ||
let predicate_expr = DefaultPhysicalPlanner::default().create_physical_expr( | ||
|
||
// TODO allow these properties to be passed in | ||
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. Here is reason 2 for this change: again we save a whole new |
||
let execution_props = ExecutionProps::new(); | ||
let predicate_expr = create_physical_expr( | ||
&logical_predicate_expr, | ||
&stat_dfschema, | ||
&stat_schema, | ||
&execution_context_state, | ||
&execution_props, | ||
)?; | ||
Ok(Self { | ||
schema, | ||
|
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The
pub fn register_variable(
API remains the same