mirror of
https://github.com/GreptimeTeam/greptimedb.git
synced 2026-01-07 05:42:57 +00:00
feat: add json_path_match udf (#4864)
* add json_path_match udf * sql tests for json_path_match * fix clippy & comment * fix null value behavior * added null tests * adjust function's behavior on nulls * update test cases * fix null check of json
This commit is contained in:
@@ -16,6 +16,7 @@ use std::sync::Arc;
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mod json_get;
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mod json_is;
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mod json_path_exists;
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mod json_path_match;
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mod json_to_string;
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mod parse_json;
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@@ -49,5 +50,6 @@ impl JsonFunction {
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registry.register(Arc::new(JsonIsObject));
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registry.register(Arc::new(json_path_exists::JsonPathExistsFunction));
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registry.register(Arc::new(json_path_match::JsonPathMatchFunction));
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}
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}
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202
src/common/function/src/scalars/json/json_path_match.rs
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202
src/common/function/src/scalars/json/json_path_match.rs
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@@ -0,0 +1,202 @@
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// Copyright 2023 Greptime Team
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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use std::fmt::{self, Display};
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use common_query::error::{InvalidFuncArgsSnafu, Result, UnsupportedInputDataTypeSnafu};
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use common_query::prelude::Signature;
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use datafusion::logical_expr::Volatility;
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use datatypes::data_type::ConcreteDataType;
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use datatypes::prelude::VectorRef;
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use datatypes::scalars::ScalarVectorBuilder;
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use datatypes::vectors::{BooleanVectorBuilder, MutableVector};
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use snafu::ensure;
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use crate::function::{Function, FunctionContext};
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/// Check if the given JSON data match the given JSON path's predicate.
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#[derive(Clone, Debug, Default)]
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pub struct JsonPathMatchFunction;
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const NAME: &str = "json_path_match";
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impl Function for JsonPathMatchFunction {
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fn name(&self) -> &str {
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NAME
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}
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fn return_type(&self, _input_types: &[ConcreteDataType]) -> Result<ConcreteDataType> {
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Ok(ConcreteDataType::boolean_datatype())
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}
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fn signature(&self) -> Signature {
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Signature::exact(
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vec![
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ConcreteDataType::json_datatype(),
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ConcreteDataType::string_datatype(),
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],
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Volatility::Immutable,
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)
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}
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fn eval(&self, _func_ctx: FunctionContext, columns: &[VectorRef]) -> Result<VectorRef> {
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ensure!(
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columns.len() == 2,
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InvalidFuncArgsSnafu {
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err_msg: format!(
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"The length of the args is not correct, expect exactly two, have: {}",
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columns.len()
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),
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}
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);
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let jsons = &columns[0];
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let paths = &columns[1];
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let size = jsons.len();
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let mut results = BooleanVectorBuilder::with_capacity(size);
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for i in 0..size {
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let json = jsons.get_ref(i);
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let path = paths.get_ref(i);
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match json.data_type() {
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// JSON data type uses binary vector
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ConcreteDataType::Binary(_) => {
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let json = json.as_binary();
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let path = path.as_string();
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let result = match (json, path) {
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(Ok(Some(json)), Ok(Some(path))) => {
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if !jsonb::is_null(json) {
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let json_path = jsonb::jsonpath::parse_json_path(path.as_bytes());
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match json_path {
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Ok(json_path) => jsonb::path_match(json, json_path).ok(),
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Err(_) => None,
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}
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} else {
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None
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}
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}
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_ => None,
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};
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results.push(result);
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}
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_ => {
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return UnsupportedInputDataTypeSnafu {
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function: NAME,
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datatypes: columns.iter().map(|c| c.data_type()).collect::<Vec<_>>(),
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}
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.fail();
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}
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}
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}
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Ok(results.to_vector())
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}
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}
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impl Display for JsonPathMatchFunction {
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fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
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write!(f, "JSON_PATH_MATCH")
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}
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}
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#[cfg(test)]
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mod tests {
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use std::sync::Arc;
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use common_query::prelude::TypeSignature;
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use datatypes::vectors::{BinaryVector, StringVector};
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use super::*;
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#[test]
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fn test_json_path_match_function() {
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let json_path_match = JsonPathMatchFunction;
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assert_eq!("json_path_match", json_path_match.name());
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assert_eq!(
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ConcreteDataType::boolean_datatype(),
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json_path_match
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.return_type(&[ConcreteDataType::json_datatype()])
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.unwrap()
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);
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assert!(matches!(json_path_match.signature(),
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Signature {
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type_signature: TypeSignature::Exact(valid_types),
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volatility: Volatility::Immutable
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} if valid_types == vec![ConcreteDataType::json_datatype(), ConcreteDataType::string_datatype()],
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));
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let json_strings = [
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Some(r#"{"a": {"b": 2}, "b": 2, "c": 3}"#.to_string()),
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Some(r#"{"a": 1, "b": [1,2,3]}"#.to_string()),
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Some(r#"{"a": 1 ,"b": [1,2,3]}"#.to_string()),
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Some(r#"[1,2,3]"#.to_string()),
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Some(r#"{"a":1,"b":[1,2,3]}"#.to_string()),
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Some(r#"null"#.to_string()),
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Some(r#"null"#.to_string()),
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];
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let paths = vec![
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Some("$.a.b == 2".to_string()),
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Some("$.b[1 to last] >= 2".to_string()),
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Some("$.c > 0".to_string()),
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Some("$[0 to last] > 0".to_string()),
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Some(r#"null"#.to_string()),
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Some("$.c > 0".to_string()),
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Some(r#"null"#.to_string()),
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];
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let results = [
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Some(true),
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Some(true),
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Some(false),
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Some(true),
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None,
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None,
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None,
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];
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let jsonbs = json_strings
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.into_iter()
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.map(|s| s.map(|json| jsonb::parse_value(json.as_bytes()).unwrap().to_vec()))
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.collect::<Vec<_>>();
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let json_vector = BinaryVector::from(jsonbs);
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let path_vector = StringVector::from(paths);
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let args: Vec<VectorRef> = vec![Arc::new(json_vector), Arc::new(path_vector)];
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let vector = json_path_match
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.eval(FunctionContext::default(), &args)
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.unwrap();
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assert_eq!(7, vector.len());
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for (i, expected) in results.iter().enumerate() {
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let result = vector.get_ref(i);
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match expected {
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Some(expected_value) => {
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assert!(!result.is_null());
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let result_value = result.as_boolean().unwrap().unwrap();
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assert_eq!(*expected_value, result_value);
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}
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None => {
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assert!(result.is_null());
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}
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}
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}
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}
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}
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