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feat(json): Add
json_object_keys
function.
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src/common/function/src/scalars/json/json_object_keys.rs
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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::value::{ListValue, ListValueRef}; | ||
use datatypes::vectors::{ListVectorBuilder, MutableVector}; | ||
use snafu::ensure; | ||
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use crate::function::{Function, FunctionContext}; | ||
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/// Get all the keys from the JSON object. | ||
#[derive(Clone, Debug, Default)] | ||
pub struct JsonObjectKeysFunction; | ||
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const NAME: &str = "json_object_keys"; | ||
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impl Function for JsonObjectKeysFunction { | ||
fn name(&self) -> &str { | ||
NAME | ||
} | ||
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fn return_type(&self, _input_types: &[ConcreteDataType]) -> Result<ConcreteDataType> { | ||
Ok(ConcreteDataType::list_datatype( | ||
ConcreteDataType::string_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() | ||
), | ||
} | ||
); | ||
let jsons = &columns[0]; | ||
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let size = jsons.len(); | ||
let mut results = | ||
ListVectorBuilder::with_type_capacity(ConcreteDataType::string_datatype(), size); | ||
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for i in 0..size { | ||
let json = jsons.get_ref(i); | ||
match json.data_type() { | ||
// JSON data type uses binary vector | ||
ConcreteDataType::Binary(_) => { | ||
if let Ok(Some(json)) = json.as_binary() | ||
&& let Ok(json) = jsonb::from_slice(json) | ||
&& let Some(keys) = json.object_keys() | ||
&& let jsonb::Value::Array(keys) = keys | ||
{ | ||
let result = ListValue::new( | ||
keys.iter().map(|k| k.to_string().into()).collect(), | ||
ConcreteDataType::string_datatype(), | ||
); | ||
results.push(Some(ListValueRef::Ref { val: &result })); | ||
} else { | ||
results.push(None) | ||
} | ||
} | ||
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_ => { | ||
return UnsupportedInputDataTypeSnafu { | ||
function: NAME, | ||
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 JsonObjectKeysFunction { | ||
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { | ||
write!(f, "JSON_OBJECT_KEYS") | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use std::sync::Arc; | ||
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use common_query::prelude::TypeSignature; | ||
use datatypes::value::{ListValueRef, Value}; | ||
use datatypes::vectors::{BinaryVector, Vector}; | ||
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use super::*; | ||
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#[test] | ||
fn test_json_object_keys_function() { | ||
let json_object_keys = JsonObjectKeysFunction; | ||
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assert_eq!("json_object_keys", json_object_keys.name()); | ||
assert_eq!( | ||
ConcreteDataType::list_datatype(ConcreteDataType::string_datatype(),), | ||
json_object_keys | ||
.return_type(&[ConcreteDataType::list_datatype( | ||
ConcreteDataType::string_datatype(), | ||
)]) | ||
.unwrap() | ||
); | ||
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assert!(matches!(json_object_keys.signature(), | ||
Signature { | ||
type_signature: TypeSignature::Exact(valid_types), | ||
volatility: Volatility::Immutable | ||
} if valid_types == vec![ConcreteDataType::json_datatype()], | ||
)); | ||
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let json_strings = [ | ||
Some(r#"{"a": {"b": 2}, "b": 2, "c": 3}"#.to_string()), | ||
Some(r#"{"a": 1, "b": [1,2,3]}"#.to_string()), | ||
Some(r#"[1,2,3]"#.to_string()), | ||
Some(r#"null"#.to_string()), | ||
]; | ||
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let results = [ | ||
Some(Value::List(ListValue::new( | ||
vec![ | ||
Value::String(r#""a""#.into()), | ||
Value::String(r#""b""#.into()), | ||
Value::String(r#""c""#.into()), | ||
], | ||
ConcreteDataType::string_datatype(), | ||
))), | ||
Some(Value::List(ListValue::new( | ||
vec![ | ||
Value::String(r#""a""#.into()), | ||
Value::String(r#""b""#.into()), | ||
], | ||
ConcreteDataType::string_datatype(), | ||
))), | ||
None, | ||
None, | ||
]; | ||
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let jsonbs = json_strings | ||
.into_iter() | ||
.map(|s| s.map(|json| jsonb::parse_value(json.as_bytes()).unwrap().to_vec())) | ||
.collect::<Vec<_>>(); | ||
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let json_vector = BinaryVector::from(jsonbs); | ||
let args: Vec<VectorRef> = vec![Arc::new(json_vector)]; | ||
let vector = json_object_keys | ||
.eval(FunctionContext::default(), &args) | ||
.unwrap(); | ||
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assert_eq!(4, vector.len()); | ||
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let result = vector.get_ref(0); | ||
assert!(!result.is_null()); | ||
let result_value = result.as_list().unwrap().unwrap(); | ||
let ListValueRef::Indexed { | ||
vector: result_value, | ||
idx: _, | ||
} = result_value | ||
else { | ||
unreachable!() | ||
}; | ||
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for (i, expected) in results.iter().enumerate() { | ||
match expected { | ||
Some(expected_value) => { | ||
assert_eq!(expected_value, &result_value.get(i)); | ||
} | ||
None => { | ||
assert!(result_value.is_null(i)); | ||
} | ||
} | ||
} | ||
} | ||
} |
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