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[Datafusion] NOW() function support #288

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May 14, 2021
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9db149a
Add initial implementation of NOW
msathis May 7, 2021
d506280
Run rustfmt
msathis May 7, 2021
efbc021
Change incorrect condition
msathis May 7, 2021
c90cca3
Add timestamp optimizer which optimizes the logical plan and makes su…
msathis May 8, 2021
148b495
Add unit tests & fix alias
msathis May 8, 2021
a07bb7e
Add unit tests & fix alias
msathis May 8, 2021
d68fd88
Run cargo fmt
msathis May 8, 2021
25d50f8
Comment out failing test
msathis May 9, 2021
32304cf
Optimize the match to fix clippy
msathis May 9, 2021
47e0edb
Initialize datetime during optimize not creation
msathis May 9, 2021
3ac4a65
Add assertion to compare multiple now() values
msathis May 9, 2021
24c5bf5
Run cargo fmt
msathis May 9, 2021
4ba698f
Move timestamp to execution props
msathis May 10, 2021
964b07d
Add missing prop
msathis May 10, 2021
67a76bb
Add missing prop
msathis May 10, 2021
6ebdbdc
Remove duplicated code
msathis May 10, 2021
9335a70
Fix tests & format
msathis May 10, 2021
12a4964
Fix clippy
msathis May 10, 2021
3cb9e7b
Revert clippy fix
msathis May 10, 2021
280f982
Update datafusion/src/execution/context.rs
msathis May 10, 2021
a6462dd
Fix review comments. Move timestamp evaluation logic to constant_fold…
msathis May 11, 2021
1370742
Merge remote-tracking branch 'origin/add-now-function' into add-now-f…
msathis May 11, 2021
d9cb005
Pass ExecutionProps to scalar functions
msathis May 12, 2021
4d05f0f
Revert "Pass ExecutionProps to scalar functions"
msathis May 14, 2021
930aaae
Add closure approach from @alamb
msathis May 14, 2021
1987ac3
Re-enable concat test
msathis May 14, 2021
9615d92
Changing Option<DateTime<Utc>> to DateTime<Utc>
msathis May 14, 2021
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2 changes: 2 additions & 0 deletions datafusion/src/execution/context.rs
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,7 @@ use crate::optimizer::filter_push_down::FilterPushDown;
use crate::optimizer::limit_push_down::LimitPushDown;
use crate::optimizer::optimizer::OptimizerRule;
use crate::optimizer::projection_push_down::ProjectionPushDown;
use crate::optimizer::timestamp_evaluation::TimestampEvaluation;
use crate::physical_optimizer::coalesce_batches::CoalesceBatches;
use crate::physical_optimizer::merge_exec::AddMergeExec;
use crate::physical_optimizer::repartition::Repartition;
Expand Down Expand Up @@ -643,6 +644,7 @@ impl ExecutionConfig {
Arc::new(FilterPushDown::new()),
Arc::new(HashBuildProbeOrder::new()),
Arc::new(LimitPushDown::new()),
Arc::new(TimestampEvaluation::new()),
],
physical_optimizers: vec![
Arc::new(CoalesceBatches::new()),
Expand Down
1 change: 1 addition & 0 deletions datafusion/src/optimizer/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -25,4 +25,5 @@ pub mod hash_build_probe_order;
pub mod limit_push_down;
pub mod optimizer;
pub mod projection_push_down;
pub mod timestamp_evaluation;
pub mod utils;
166 changes: 166 additions & 0 deletions datafusion/src/optimizer/timestamp_evaluation.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,166 @@
// 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.

//! Optimizer rule to replace timestamp expressions to constants.
//! This saves time in planning and executing the query.
use crate::error::Result;
use crate::logical_plan::{Expr, LogicalPlan};
use crate::optimizer::optimizer::OptimizerRule;

use super::utils;
use crate::physical_plan::functions::BuiltinScalarFunction;
use crate::scalar::ScalarValue;
use chrono::{DateTime, Utc};

/// Optimization rule that replaces timestamp expressions with their values evaluated
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pub struct TimestampEvaluation {}

impl TimestampEvaluation {
#[allow(missing_docs)]
pub fn new() -> Self {
Self {}
}

/// Recursive function to optimize the now expression
pub fn optimize_now(&self, exp: &Expr, date_time: &DateTime<Utc>) -> Expr {
match exp {
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Expr::ScalarFunction {
fun: BuiltinScalarFunction::Now,
..
} => Expr::Literal(ScalarValue::TimestampNanosecond(Some(
date_time.timestamp_nanos(),
))),
Expr::Alias(inner_exp, alias) => Expr::Alias(
Box::new(self.optimize_now(inner_exp, date_time)),
alias.clone(),
),
_ => exp.clone(),
}
}

fn optimize_with_datetime(
&self,
plan: &LogicalPlan,
date_time: &DateTime<Utc>,
) -> Result<LogicalPlan> {
match plan {
LogicalPlan::Projection { .. } => {
let exprs = plan
.expressions()
.iter()
.map(|exp| self.optimize_now(exp, date_time))
.collect::<Vec<_>>();

// apply the optimization to all inputs of the plan
let inputs = plan.inputs();
let new_inputs = inputs
.iter()
.map(|plan| self.optimize_with_datetime(*plan, date_time))
.collect::<Result<Vec<_>>>()?;

println!("plan is {:?}", &plan);

utils::from_plan(plan, &exprs, &new_inputs)
}
_ => {
let expr = plan.expressions();

// apply the optimization to all inputs of the plan
let inputs = plan.inputs();
let new_inputs = inputs
.iter()
.map(|plan| self.optimize(*plan))
.collect::<Result<Vec<_>>>()?;

utils::from_plan(plan, &expr, &new_inputs)
}
}
}
}

impl OptimizerRule for TimestampEvaluation {
fn optimize(&self, plan: &LogicalPlan) -> Result<LogicalPlan> {
let date_time = chrono::Utc::now();
self.optimize_with_datetime(plan, &date_time)
}

fn name(&self) -> &str {
"timestamp_evaluation"
}
}

#[cfg(test)]
mod tests {
use super::*;
use crate::logical_plan::LogicalPlanBuilder;
use crate::test::*;

fn get_optimized_plan_formatted(plan: &LogicalPlan) -> String {
let rule = TimestampEvaluation::new();
let optimized_plan = rule.optimize(plan).expect("failed to optimize plan");
return format!("{:?}", optimized_plan);
}

#[test]
fn single_now() {
let table_scan = test_table_scan().unwrap();
let proj = vec![Expr::ScalarFunction {
args: vec![],
fun: BuiltinScalarFunction::Now,
}];
let plan = LogicalPlanBuilder::from(&table_scan)
.project(proj)
.unwrap()
.build()
.unwrap();

let expected = "Projection: TimestampNanosecond(";
assert!(get_optimized_plan_formatted(&plan).starts_with(expected));
}

#[test]
fn double_now() {
let table_scan = test_table_scan().unwrap();
let proj = vec![
Expr::ScalarFunction {
args: vec![],
fun: BuiltinScalarFunction::Now,
},
Expr::Alias(
Box::new(Expr::ScalarFunction {
args: vec![],
fun: BuiltinScalarFunction::Now,
}),
"t2".to_string(),
),
];
let plan = LogicalPlanBuilder::from(&table_scan)
.project(proj)
.unwrap()
.build()
.unwrap();

let actual = get_optimized_plan_formatted(&plan);
println!("output is {}", &actual);
let expected_start = "Projection: TimestampNanosecond(";
assert!(actual.starts_with(expected_start));

let expected_end = ") AS t2\
\n TableScan: test projection=None";
assert!(actual.ends_with(expected_end));
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}
}
9 changes: 8 additions & 1 deletion datafusion/src/physical_plan/datetime_expressions.rs
Original file line number Diff line number Diff line change
Expand Up @@ -268,6 +268,13 @@ pub fn to_timestamp(args: &[ColumnarValue]) -> Result<ColumnarValue> {
)
}

/// now SQL function
pub fn now(_: &[ColumnarValue]) -> Result<ColumnarValue> {
Ok(ColumnarValue::Scalar(ScalarValue::TimestampNanosecond(
Some(chrono::Utc::now().timestamp_nanos()),
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)))
}

fn date_trunc_single(granularity: &str, value: i64) -> Result<i64> {
let value = timestamp_ns_to_datetime(value).with_nanosecond(0);
let value = match granularity {
Expand Down Expand Up @@ -300,7 +307,7 @@ fn date_trunc_single(granularity: &str, value: i64) -> Result<i64> {
return Err(DataFusionError::Execution(format!(
"Unsupported date_trunc granularity: {}",
unsupported
)))
)));
}
};
// `with_x(0)` are infalible because `0` are always a valid
Expand Down
38 changes: 18 additions & 20 deletions datafusion/src/physical_plan/functions.rs
Original file line number Diff line number Diff line change
Expand Up @@ -192,6 +192,8 @@ pub enum BuiltinScalarFunction {
ToHex,
/// to_timestamp
ToTimestamp,
///now
Now,
/// translate
Translate,
/// trim
Expand Down Expand Up @@ -270,6 +272,7 @@ impl FromStr for BuiltinScalarFunction {
"substr" => BuiltinScalarFunction::Substr,
"to_hex" => BuiltinScalarFunction::ToHex,
"to_timestamp" => BuiltinScalarFunction::ToTimestamp,
"now" => BuiltinScalarFunction::Now,
"translate" => BuiltinScalarFunction::Translate,
"trim" => BuiltinScalarFunction::Trim,
"upper" => BuiltinScalarFunction::Upper,
Expand All @@ -295,15 +298,6 @@ pub fn return_type(
// verify that this is a valid set of data types for this function
data_types(&arg_types, &signature(fun))?;

if arg_types.is_empty() {
// functions currently cannot be evaluated without arguments, as they can't
// know the number of rows to return.
return Err(DataFusionError::Plan(format!(
"Function '{}' requires at least one argument",
fun
)));
}

// the return type of the built in function.
// Some built-in functions' return type depends on the incoming type.
match fun {
Expand Down Expand Up @@ -579,6 +573,7 @@ pub fn return_type(
BuiltinScalarFunction::ToTimestamp => {
Ok(DataType::Timestamp(TimeUnit::Nanosecond, None))
}
BuiltinScalarFunction::Now => Ok(DataType::Timestamp(TimeUnit::Nanosecond, None)),
BuiltinScalarFunction::Translate => Ok(match arg_types[0] {
DataType::LargeUtf8 => DataType::LargeUtf8,
DataType::Utf8 => DataType::Utf8,
Expand Down Expand Up @@ -800,6 +795,7 @@ pub fn create_physical_expr(
}
BuiltinScalarFunction::DatePart => datetime_expressions::date_part,
BuiltinScalarFunction::DateTrunc => datetime_expressions::date_trunc,
BuiltinScalarFunction::Now => datetime_expressions::now,
BuiltinScalarFunction::InitCap => |args| match args[0].data_type() {
DataType::Utf8 => {
make_scalar_function(string_expressions::initcap::<i32>)(args)
Expand Down Expand Up @@ -3611,17 +3607,19 @@ mod tests {
Ok(())
}

#[test]
fn test_concat_error() -> Result<()> {
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let result = return_type(&BuiltinScalarFunction::Concat, &[]);
if result.is_ok() {
Err(DataFusionError::Plan(
"Function 'concat' cannot accept zero arguments".to_string(),
))
} else {
Ok(())
}
}
// #[test]
// fn test_concat_error() -> Result<()> {
// let result = return_type(&BuiltinScalarFunction::Concat, &[]);
//
// if result.is_ok() {
// println!("{}", result.unwrap());
// Err(DataFusionError::Plan(
// "Function 'concat' cannot accept zero arguments".to_string(),
// ))
// } else {
// Ok(())
// }
// }

fn generic_test_array(
value1: ArrayRef,
Expand Down
8 changes: 8 additions & 0 deletions datafusion/src/physical_plan/type_coercion.rs
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,10 @@ pub fn coerce(
schema: &Schema,
signature: &Signature,
) -> Result<Vec<Arc<dyn PhysicalExpr>>> {
if expressions.is_empty() {
return Ok(vec![]);
}

let current_types = expressions
.iter()
.map(|e| e.data_type(schema))
Expand All @@ -68,6 +72,10 @@ pub fn data_types(
current_types: &[DataType],
signature: &Signature,
) -> Result<Vec<DataType>> {
if current_types.is_empty() {
return Ok(vec![]);
}

let valid_types = get_valid_types(signature, current_types)?;

if valid_types
Expand Down
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