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feat: add respective
json_is
UDFs for JSON type (#4726)
* feat: add respective json_is UDFs * refactor: rename to_json to parse_json * chore: happy clippy * chore: some rename * fix: small fixes
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// Copyright 2023 Greptime Team | ||
// | ||
// Licensed 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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use std::fmt::{self, Display}; | ||
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use common_query::error::{InvalidFuncArgsSnafu, Result, UnsupportedInputDataTypeSnafu}; | ||
use common_query::prelude::Signature; | ||
use datafusion::logical_expr::Volatility; | ||
use datatypes::data_type::ConcreteDataType; | ||
use datatypes::prelude::VectorRef; | ||
use datatypes::scalars::ScalarVectorBuilder; | ||
use datatypes::vectors::{BooleanVectorBuilder, MutableVector}; | ||
use snafu::ensure; | ||
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use crate::function::{Function, FunctionContext}; | ||
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/// Checks if the input is a JSON object of the given type. | ||
macro_rules! json_is { | ||
($name:ident, $json_type:ident, $doc:expr) => { | ||
paste::paste! { | ||
#[derive(Clone, Debug, Default)] | ||
pub struct $name; | ||
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impl Function for $name { | ||
fn name(&self) -> &str { | ||
stringify!([<$name:snake>]) | ||
} | ||
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fn return_type(&self, _input_types: &[ConcreteDataType]) -> Result<ConcreteDataType> { | ||
Ok(ConcreteDataType::boolean_datatype()) | ||
} | ||
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fn signature(&self) -> Signature { | ||
Signature::exact(vec![ConcreteDataType::json_datatype()], Volatility::Immutable) | ||
} | ||
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fn eval(&self, _func_ctx: FunctionContext, columns: &[VectorRef]) -> Result<VectorRef> { | ||
ensure!( | ||
columns.len() == 1, | ||
InvalidFuncArgsSnafu { | ||
err_msg: format!( | ||
"The length of the args is not correct, expect exactly one, have: {}", | ||
columns.len() | ||
), | ||
} | ||
); | ||
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let jsons = &columns[0]; | ||
let size = jsons.len(); | ||
let datatype = jsons.data_type(); | ||
let mut results = BooleanVectorBuilder::with_capacity(size); | ||
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match datatype { | ||
// JSON data type uses binary vector | ||
ConcreteDataType::Binary(_) => { | ||
for i in 0..size { | ||
let json = jsons.get_ref(i); | ||
let json = json.as_binary(); | ||
let result = match json { | ||
Ok(Some(json)) => { | ||
Some(jsonb::[<is_ $json_type>](json)) | ||
} | ||
_ => None, | ||
}; | ||
results.push(result); | ||
} | ||
} | ||
_ => { | ||
return UnsupportedInputDataTypeSnafu { | ||
function: stringify!([<$name:snake>]), | ||
datatypes: columns.iter().map(|c| c.data_type()).collect::<Vec<_>>(), | ||
} | ||
.fail(); | ||
} | ||
} | ||
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Ok(results.to_vector()) | ||
} | ||
} | ||
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impl Display for $name { | ||
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { | ||
write!(f, "{}", stringify!([<$name:snake>]).to_ascii_uppercase()) | ||
} | ||
} | ||
} | ||
} | ||
} | ||
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json_is!(JsonIsNull, null, "Checks if the input JSONB is null"); | ||
json_is!( | ||
JsonIsBool, | ||
boolean, | ||
"Checks if the input JSONB is a boolean type JSON value" | ||
); | ||
json_is!( | ||
JsonIsInt, | ||
i64, | ||
"Checks if the input JSONB is a integer type JSON value" | ||
); | ||
json_is!( | ||
JsonIsFloat, | ||
number, | ||
"Checks if the input JSONB is a JSON float" | ||
); | ||
json_is!( | ||
JsonIsString, | ||
string, | ||
"Checks if the input JSONB is a JSON string" | ||
); | ||
json_is!( | ||
JsonIsArray, | ||
array, | ||
"Checks if the input JSONB is a JSON array" | ||
); | ||
json_is!( | ||
JsonIsObject, | ||
object, | ||
"Checks if the input JSONB is a JSON object" | ||
); | ||
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#[cfg(test)] | ||
mod tests { | ||
use std::sync::Arc; | ||
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use datatypes::scalars::ScalarVector; | ||
use datatypes::vectors::BinaryVector; | ||
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use super::*; | ||
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#[test] | ||
fn test_json_is_functions() { | ||
let json_is_functions: [&dyn Function; 6] = [ | ||
&JsonIsBool, | ||
&JsonIsInt, | ||
&JsonIsFloat, | ||
&JsonIsString, | ||
&JsonIsArray, | ||
&JsonIsObject, | ||
]; | ||
let expected_names = [ | ||
"json_is_bool", | ||
"json_is_int", | ||
"json_is_float", | ||
"json_is_string", | ||
"json_is_array", | ||
"json_is_object", | ||
]; | ||
for (func, expected_name) in json_is_functions.iter().zip(expected_names.iter()) { | ||
assert_eq!(func.name(), *expected_name); | ||
assert_eq!( | ||
func.return_type(&[ConcreteDataType::json_datatype()]) | ||
.unwrap(), | ||
ConcreteDataType::boolean_datatype() | ||
); | ||
assert_eq!( | ||
func.signature(), | ||
Signature::exact( | ||
vec![ConcreteDataType::json_datatype()], | ||
Volatility::Immutable | ||
) | ||
); | ||
} | ||
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let json_strings = [ | ||
r#"true"#, | ||
r#"1"#, | ||
r#"1.0"#, | ||
r#""The pig fly through a castle, and has been attracted by the princess.""#, | ||
r#"[1, 2]"#, | ||
r#"{"a": 1}"#, | ||
]; | ||
let expected_results = [ | ||
[true, false, false, false, false, false], | ||
[false, true, false, false, false, false], | ||
// Integers are also floats | ||
[false, true, true, false, false, false], | ||
[false, false, false, true, false, false], | ||
[false, false, false, false, true, false], | ||
[false, false, false, false, false, true], | ||
]; | ||
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let jsonbs = json_strings | ||
.iter() | ||
.map(|s| { | ||
let value = jsonb::parse_value(s.as_bytes()).unwrap(); | ||
value.to_vec() | ||
}) | ||
.collect::<Vec<_>>(); | ||
let json_vector = BinaryVector::from_vec(jsonbs); | ||
let args: Vec<VectorRef> = vec![Arc::new(json_vector)]; | ||
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for (func, expected_result) in json_is_functions.iter().zip(expected_results.iter()) { | ||
let vector = func.eval(FunctionContext::default(), &args).unwrap(); | ||
assert_eq!(vector.len(), json_strings.len()); | ||
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for (i, expected) in expected_result.iter().enumerate() { | ||
let result = vector.get_ref(i); | ||
let result = result.as_boolean().unwrap().unwrap(); | ||
assert_eq!(result, *expected); | ||
} | ||
} | ||
} | ||
} |
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