Merge 'json_patch() function implementation' from Ihor Andrianov

First review #820
The function follows RFC 7386 JSON Merge Patch semantics:
* If the patch is null, the target is replaced with null
* If the patch contains a scalar value, the target is replaced with that
value
* If both target and patch are objects, the patch is recursively applied
* null values in the patch result in property removal from the target

Closes #821
This commit is contained in:
Pekka Enberg 2025-01-29 19:54:12 +02:00
commit 06edf33878
6 changed files with 593 additions and 1 deletions

View file

@ -80,6 +80,7 @@ pub enum JsonFunc {
JsonType,
JsonErrorPosition,
JsonValid,
JsonPatch,
}
#[cfg(feature = "json")]
@ -99,6 +100,7 @@ impl Display for JsonFunc {
Self::JsonType => "json_type".to_string(),
Self::JsonErrorPosition => "json_error_position".to_string(),
Self::JsonValid => "json_valid".to_string(),
Self::JsonPatch => "json_patch".to_string(),
}
)
}
@ -526,6 +528,8 @@ impl Func {
"json_error_position" => Ok(Self::Json(JsonFunc::JsonErrorPosition)),
#[cfg(feature = "json")]
"json_valid" => Ok(Self::Json(JsonFunc::JsonValid)),
#[cfg(feature = "json")]
"json_patch" => Ok(Self::Json(JsonFunc::JsonPatch)),
"unixepoch" => Ok(Self::Scalar(ScalarFunc::UnixEpoch)),
"julianday" => Ok(Self::Scalar(ScalarFunc::JulianDay)),
"hex" => Ok(Self::Scalar(ScalarFunc::Hex)),

View file

@ -0,0 +1,467 @@
use std::collections::VecDeque;
use crate::types::OwnedValue;
use super::{convert_json_to_db_type, get_json_value, Val};
/// Represents a single patch operation in the merge queue.
///
/// Used internally by the `merge_patch` function to track the path and value
/// for each pending merge operation.
#[derive(Debug, Clone)]
struct PatchOperation {
path_start: usize,
path_len: usize,
patch: Val,
}
/// The function follows RFC 7386 JSON Merge Patch semantics:
/// * If the patch is null, the target is replaced with null
/// * If the patch contains a scalar value, the target is replaced with that value
/// * If both target and patch are objects, the patch is recursively applied
/// * null values in the patch result in property removal from the target
pub fn json_patch(target: &OwnedValue, patch: &OwnedValue) -> crate::Result<OwnedValue> {
match (target, patch) {
(OwnedValue::Blob(_), _) | (_, OwnedValue::Blob(_)) => {
crate::bail_constraint_error!("blob is not supported!");
}
_ => (),
}
let mut parsed_target = get_json_value(target)?;
let parsed_patch = get_json_value(patch)?;
let mut patcher = JsonPatcher::new(16);
patcher.apply_patch(&mut parsed_target, parsed_patch);
convert_json_to_db_type(&parsed_target, false)
}
#[derive(Debug)]
struct JsonPatcher {
queue: VecDeque<PatchOperation>,
path_storage: Vec<usize>,
}
impl JsonPatcher {
fn new(queue_capacity: usize) -> Self {
Self {
queue: VecDeque::with_capacity(queue_capacity),
path_storage: Vec::with_capacity(256),
}
}
fn apply_patch(&mut self, target: &mut Val, patch: Val) {
self.queue.push_back(PatchOperation {
path_start: 0,
path_len: 0,
patch,
});
while let Some(op) = self.queue.pop_front() {
if let Some(current) = self.navigate_to_target(target, op.path_start, op.path_len) {
self.apply_operation(current, op);
} else {
continue;
}
}
}
fn navigate_to_target<'a>(
&self,
target: &'a mut Val,
path_start: usize,
path_len: usize,
) -> Option<&'a mut Val> {
let mut current = target;
for i in 0..path_len {
let key = self.path_storage[path_start + i];
if let Val::Object(ref mut obj) = current {
current = &mut obj
.get_mut(key)
.unwrap_or_else(|| {
panic!("Invalid path at depth {}: key '{}' not found", i, key)
})
.1;
} else {
return None;
}
}
Some(current)
}
fn apply_operation(&mut self, current: &mut Val, operation: PatchOperation) {
let path_start = operation.path_start;
let path_len = operation.path_len;
match (current, operation.patch) {
(current_val, Val::Null) => *current_val = Val::Removed,
(Val::Object(target_map), Val::Object(patch_map)) => {
self.merge_objects(target_map, patch_map, path_start, path_len);
}
(current_val, patch_val) => *current_val = patch_val,
}
}
fn merge_objects(
&mut self,
target_map: &mut Vec<(String, Val)>,
patch_map: Vec<(String, Val)>,
path_start: usize,
path_len: usize,
) {
for (key, patch_val) in patch_map {
self.process_key_value(target_map, key, patch_val, path_start, path_len);
}
}
fn process_key_value(
&mut self,
target_map: &mut Vec<(String, Val)>,
key: String,
patch_val: Val,
path_start: usize,
path_len: usize,
) {
if let Some(pos) = target_map
.iter()
.position(|(target_key, _)| target_key == &key)
{
self.queue_nested_patch(pos, patch_val, path_start, path_len);
} else if !matches!(patch_val, Val::Null) {
target_map.push((key, Val::Object(vec![])));
self.queue_nested_patch(target_map.len() - 1, patch_val, path_start, path_len)
}
}
fn queue_nested_patch(&mut self, pos: usize, val: Val, path_start: usize, path_len: usize) {
let new_path_start = self.path_storage.len();
let new_path_len = path_len + 1;
for i in 0..path_len {
self.path_storage.push(self.path_storage[path_start + i]);
}
self.path_storage.push(pos);
self.queue.push_back(PatchOperation {
path_start: new_path_start,
path_len: new_path_len,
patch: val,
});
}
}
#[cfg(test)]
mod tests {
use std::rc::Rc;
use crate::types::LimboText;
use super::*;
fn create_text(s: &str) -> OwnedValue {
OwnedValue::Text(LimboText::new(Rc::new(s.to_string())))
}
fn create_json(s: &str) -> OwnedValue {
OwnedValue::Text(LimboText::json(Rc::new(s.to_string())))
}
#[test]
fn test_new_patcher() {
let patcher = JsonPatcher::new(10);
assert_eq!(patcher.queue.capacity(), 10);
assert_eq!(patcher.path_storage.capacity(), 256);
assert!(patcher.queue.is_empty());
assert!(patcher.path_storage.is_empty());
}
#[test]
fn test_simple_value_replacement() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![("key1".to_string(), Val::String("old".to_string()))]);
let patch = Val::Object(vec![("key1".to_string(), Val::String("new".to_string()))]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert_eq!(map[0].1, Val::String("new".to_string()));
} else {
panic!("Expected object");
}
}
#[test]
fn test_nested_object_patch() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"a".to_string(),
Val::Object(vec![("b".to_string(), Val::String("old".to_string()))]),
)]);
let patch = Val::Object(vec![(
"a".to_string(),
Val::Object(vec![("b".to_string(), Val::String("new".to_string()))]),
)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
if let Val::Object(nested) = &map[0].1 {
assert_eq!(nested[0].1, Val::String("new".to_string()));
} else {
panic!("Expected nested object");
}
}
}
#[test]
fn test_null_removal() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![
("keep".to_string(), Val::String("value".to_string())),
("remove".to_string(), Val::String("value".to_string())),
]);
let patch = Val::Object(vec![("remove".to_string(), Val::Null)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert_eq!(map[0].1, Val::String("value".to_string()));
assert_eq!(map[1].1, Val::Removed);
}
}
#[test]
fn test_duplicate_keys_first_occurrence() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![
("key".to_string(), Val::String("first".to_string())),
("key".to_string(), Val::String("second".to_string())),
("key".to_string(), Val::String("third".to_string())),
]);
let patch = Val::Object(vec![(
"key".to_string(),
Val::String("modified".to_string()),
)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert_eq!(map[0].1, Val::String("modified".to_string()));
assert_eq!(map[1].1, Val::String("second".to_string()));
assert_eq!(map[2].1, Val::String("third".to_string()));
}
}
#[test]
fn test_add_new_key() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"existing".to_string(),
Val::String("value".to_string()),
)]);
let patch = Val::Object(vec![("new".to_string(), Val::String("value".to_string()))]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert_eq!(map.len(), 2);
assert_eq!(map[1].0, "new");
assert_eq!(map[1].1, Val::String("value".to_string()));
}
}
#[test]
fn test_deep_nested_patch() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"level1".to_string(),
Val::Object(vec![(
"level2".to_string(),
Val::Object(vec![("level3".to_string(), Val::String("old".to_string()))]),
)]),
)]);
let patch = Val::Object(vec![(
"level1".to_string(),
Val::Object(vec![(
"level2".to_string(),
Val::Object(vec![("level3".to_string(), Val::String("new".to_string()))]),
)]),
)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(l1) = target {
if let Val::Object(l2) = &l1[0].1 {
if let Val::Object(l3) = &l2[0].1 {
assert_eq!(l3[0].1, Val::String("new".to_string()));
}
}
}
}
#[test]
fn test_null_patch_on_nonexistent_key() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"existing".to_string(),
Val::String("value".to_string()),
)]);
let patch = Val::Object(vec![("nonexistent".to_string(), Val::Null)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert_eq!(map.len(), 1); // Should not add new key for null patch
assert_eq!(map[0].0, "existing");
}
}
#[test]
fn test_nested_duplicate_keys() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"outer".to_string(),
Val::Object(vec![
("inner".to_string(), Val::String("first".to_string())),
("inner".to_string(), Val::String("second".to_string())),
]),
)]);
let patch = Val::Object(vec![(
"outer".to_string(),
Val::Object(vec![(
"inner".to_string(),
Val::String("modified".to_string()),
)]),
)]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(outer) = target {
if let Val::Object(inner) = &outer[0].1 {
assert_eq!(inner[0].1, Val::String("modified".to_string()));
assert_eq!(inner[1].1, Val::String("second".to_string()));
}
}
}
#[test]
#[should_panic(expected = "Invalid path")]
fn test_invalid_path_navigation() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![("a".to_string(), Val::Object(vec![]))]);
patcher.path_storage.push(0);
patcher.path_storage.push(999); // Invalid index
patcher.navigate_to_target(&mut target, 0, 2);
}
#[test]
fn test_merge_empty_objects() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![]);
let patch = Val::Object(vec![]);
patcher.apply_patch(&mut target, patch);
if let Val::Object(map) = target {
assert!(map.is_empty());
}
}
#[test]
fn test_path_storage_growth() {
let mut patcher = JsonPatcher::new(10);
let mut target = Val::Object(vec![(
"a".to_string(),
Val::Object(vec![("b".to_string(), Val::Object(vec![]))]),
)]);
let patch = Val::Object(vec![(
"a".to_string(),
Val::Object(vec![("b".to_string(), Val::String("value".to_string()))]),
)]);
patcher.apply_patch(&mut target, patch);
// Path storage should contain [0, 0] for accessing a.b
assert_eq!(patcher.path_storage.len(), 3);
assert_eq!(patcher.path_storage[0], 0);
assert_eq!(patcher.path_storage[1], 0);
}
#[test]
fn test_basic_text_replacement() {
let target = create_text(r#"{"name":"John","age":"30"}"#);
let patch = create_text(r#"{"age":"31"}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(result, create_json(r#"{"name":"John","age":"31"}"#));
}
#[test]
fn test_null_field_removal() {
let target = create_text(r#"{"name":"John","email":"john@example.com"}"#);
let patch = create_text(r#"{"email":null}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(result, create_json(r#"{"name":"John"}"#));
}
#[test]
fn test_nested_object_merge() {
let target =
create_text(r#"{"user":{"name":"John","details":{"age":"30","score":"95.5"}}}"#);
let patch = create_text(r#"{"user":{"details":{"score":"97.5"}}}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(
result,
create_json(r#"{"user":{"name":"John","details":{"age":"30","score":"97.5"}}}"#)
);
}
#[test]
#[should_panic(expected = "blob is not supported!")]
fn test_blob_not_supported() {
let target = OwnedValue::Blob(Rc::new(vec![1, 2, 3]));
let patch = create_text("{}");
json_patch(&target, &patch).unwrap();
}
#[test]
fn test_deep_null_replacement() {
let target = create_text(r#"{"level1":{"level2":{"keep":"value","remove":"value"}}}"#);
let patch = create_text(r#"{"level1":{"level2":{"remove":null}}}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(
result,
create_json(r#"{"level1":{"level2":{"keep":"value"}}}"#)
);
}
#[test]
fn test_empty_patch() {
let target = create_json(r#"{"name":"John","age":"30"}"#);
let patch = create_text("{}");
let result = json_patch(&target, &patch).unwrap();
assert_eq!(result, target);
}
#[test]
fn test_add_new_field() {
let target = create_text(r#"{"existing":"value"}"#);
let patch = create_text(r#"{"new":"field"}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(result, create_json(r#"{"existing":"value","new":"field"}"#));
}
#[test]
fn test_complete_object_replacement() {
let target = create_text(r#"{"old":{"nested":"value"}}"#);
let patch = create_text(r#"{"old":"new_value"}"#);
let result = json_patch(&target, &patch).unwrap();
assert_eq!(result, create_json(r#"{"old":"new_value"}"#));
}
}

View file

@ -1,5 +1,6 @@
mod de;
mod error;
mod json_operations;
mod json_path;
mod ser;
@ -8,6 +9,7 @@ use std::rc::Rc;
pub use crate::json::de::from_str;
use crate::json::de::ordered_object;
use crate::json::error::Error as JsonError;
pub use crate::json::json_operations::json_patch;
use crate::json::json_path::{json_path, JsonPath, PathElement};
pub use crate::json::ser::to_string;
use crate::types::{LimboText, OwnedValue, TextSubtype};

View file

@ -937,6 +937,17 @@ pub fn translate_expr(
target_register,
func_ctx,
),
JsonFunc::JsonPatch => {
let args = expect_arguments_exact!(args, 2, j);
translate_function(
program,
args,
referenced_tables,
resolver,
target_register,
func_ctx,
)
}
},
Func::Scalar(srf) => {
match srf {

View file

@ -43,7 +43,8 @@ use crate::vdbe::insn::Insn;
use crate::{
function::JsonFunc, json::get_json, json::is_json_valid, json::json_array,
json::json_array_length, json::json_arrow_extract, json::json_arrow_shift_extract,
json::json_error_position, json::json_extract, json::json_object, json::json_type,
json::json_error_position, json::json_extract, json::json_object, json::json_patch,
json::json_type,
};
use crate::{resolve_ext_path, Connection, Result, TransactionState, DATABASE_VERSION};
use datetime::{
@ -1747,6 +1748,13 @@ impl Program {
let json_value = &state.registers[*start_reg];
state.registers[*dest] = is_json_valid(json_value)?;
}
JsonFunc::JsonPatch => {
assert_eq!(arg_count, 2);
assert!(*start_reg + 1 < state.registers.len());
let target = &state.registers[*start_reg];
let patch = &state.registers[*start_reg + 1];
state.registers[*dest] = json_patch(target, patch)?;
}
},
crate::function::Func::Scalar(scalar_func) => match scalar_func {
ScalarFunc::Cast => {

View file

@ -8,6 +8,10 @@ do_execsql_test json5-ecma-script-1 {
} {{{"a":5,"b":6}}}
do_execsql_test json5-ecma-script-2 {
select json('{a:5,a:3}') ;
} {{{"a":5,"a":3}}}
do_execsql_test json5-ecma-script-3 {
SELECT json('{ MNO_123$xyz : 789 }');
} {{{"MNO_123$xyz":789}}}
@ -576,3 +580,99 @@ do_execsql_test json_valid_3 {
do_execsql_test json_valid_9 {
SELECT json_valid(NULL);
} {}
do_execsql_test json-patch-basic-1 {
select json_patch('{"a":1}', '{"b":2}');
} {{{"a":1,"b":2}}}
do_execsql_test json-patch-basic-2 {
select json_patch('{"x":100,"y":200}', '{"z":300}');
} {{{"x":100,"y":200,"z":300}}}
do_execsql_test json-patch-preserve-duplicates-1 {
select json_patch('{"x":100,"x":200}', '{"z":300}');
} {{{"x":100,"x":200,"z":300}}}
do_execsql_test json-patch-preserve-duplicates-2 {
select json_patch('{"x":100,"x":200}', '{"x":900}');
} {{{"x":900,"x":200}}}
do_execsql_test json-patch-last-update-wins {
select json_patch('{"x":100,"c":200}', '{"x":900, "x":null}');
} {{{"c":200}}}
do_execsql_test json-patch-override-1 {
select json_patch('{"a":1,"b":2}', '{"b":3}');
} {{{"a":1,"b":3}}}
do_execsql_test json-patch-override-2 {
select json_patch('{"name":"john","age":25}', '{"age":26,"city":"NYC"}');
} {{{"name":"john","age":26,"city":"NYC"}}}
do_execsql_test json-patch-nested-1 {
select json_patch('{"user":{"name":"john"}}', '{"user":{"age":30}}');
} {{{"user":{"name":"john","age":30}}}}
do_execsql_test json-patch-nested-2 {
select json_patch('{"settings":{"theme":"dark"}}', '{"settings":{"theme":"light","font":"arial"}}');
} {{{"settings":{"theme":"light","font":"arial"}}}}
do_execsql_test json-patch-array-1 {
select json_patch('{"arr":[1,2,3]}', '{"arr":[4,5,6]}');
} {{{"arr":[4,5,6]}}}
do_execsql_test json-patch-array-2 {
select json_patch('{"list":["a","b"]}', '{"list":["c"]}');
} {{{"list":["c"]}}}
do_execsql_test json-patch-empty-1 {
select json_patch('{}', '{"a":1}');
} {{{"a":1}}}
do_execsql_test json-patch-empty-2 {
select json_patch('{"a":1}', '{}');
} {{{"a":1}}}
do_execsql_test json-patch-deep-nested-1 {
select json_patch(
'{"level1":{"level2":{"value":100}}}',
'{"level1":{"level2":{"newValue":200}}}'
);
} {{{"level1":{"level2":{"value":100,"newValue":200}}}}}
do_execsql_test json-patch-mixed-types-1 {
select json_patch(
'{"str":"hello","num":42,"bool":true}',
'{"arr":[1,2,3],"obj":{"x":1}}'
);
} {{{"str":"hello","num":42,"bool":true,"arr":[1,2,3],"obj":{"x":1}}}}
do_execsql_test json-patch-add-all-dup-keys-from-patch {
select json_patch(
'{"x":100,"x":200}',
'{"z":{}, "z":5, "z":100}'
);
} {{{"x":100,"x":200,"z":100}}}
do_execsql_test json-patch-first-occurance-patch {
select json_patch('{"x":100,"x":200}','{"x":{}, "x":5, "x":100}');
} {{{"x":100,"x":200}}}
do_execsql_test json-patch-complex-nested-dup-keys {
select json_patch(
'{"a":{"x":1,"x":2},"a":{"y":3},"b":[{"z":4,"z":5}]}',
'{"a":{"w":6},"b":[{"z":7,"z":8}],"b":{"z":9}}'
);
} {{{"a":{"x":1,"x":2,"w":6},"a":{"y":3},"b":{"z":9}}}}
do_execsql_test json-patch-unicode-dup-keys {
select json_patch(
'{"🔑":1,"🔑":2}',
'{"🗝️":3,"🗝️":4}'
);
} {{{"🔑":1,"🔑":2,"🗝️":4}}}
do_execsql_test json-patch-empty-string-dup-keys {
select json_patch(
'{"":1,"":2}',
'{"":3,"":4}'
);
} {{{"":4,"":2}}}
do_execsql_test json-patch-multiple-types-dup-keys {
select json_patch(
'{"x":100,"x":"str","x":true,"x":null}',
'{"y":1,"y":{},"y":[],"y":false}'
);
} {{{"x":100,"x":"str","x":true,"x":null,"y":false}}}
do_execsql_test json-patch-deep-nested-dup-keys {
select json_patch(
'{"a":{"b":{"c":1}},"a":{"b":{"c":2}},"a":{"b":{"d":3}}}',
'{"x":{"y":{"z":4}},"x":{"y":{"z":5}}}'
);
} {{{"a":{"b":{"c":1}},"a":{"b":{"c":2}},"a":{"b":{"d":3}},"x":{"y":{"z":5}}}}}
do_execsql_test json-patch-abomination {
select json_patch(
'{"a":{"b":{"x":1,"x":2,"y":{"z":3,"z":{"w":4}}},"b":[{"c":5,"c":6},{"d":{"e":7,"e":null}}],"f":{"g":[1,2,3],"g":{"h":8,"h":[4,5,6]}},"i":{"j":true,"j":{"k":false,"k":{"l":null,"l":"string"}}},"m":{"n":{"o":{"p":9,"p":{"q":10}},"o":{"r":11}}},"m":[{"s":{"t":12}},{"s":{"t":13,"t":{"u":14}}}]},"a":{"v":{"w":{"x":{"y":{"z":15}}}},"v":{"w":{"x":16,"x":{"y":17}}},"aa":[{"bb":{"cc":18,"cc":{"dd":19}}},{"bb":{"cc":{"dd":20},"cc":21}}]}}',
'{"a":{"b":{"x":{"new":"value"},"y":null},"b":{"c":{"updated":true},"d":{"e":{"replaced":100}}},"f":{"g":{"h":{"nested":"deep"}}},"i":{"j":{"k":{"l":{"modified":false}}}},"m":{"n":{"o":{"p":{"q":{"extra":"level"}}}},"s":null},"aa":[{"bb":{"cc":{"dd":{"ee":"new"}}}},{"bb":{"cc":{"dd":{"ff":"value"}}}}],"v":{"w":{"x":{"y":{"z":{"final":"update"}}}}}},"newTop":{"level":{"key":{"with":{"deep":{"nesting":true}}},"key":[{"array":{"in":{"deep":{"structure":null}}}}]}}}'
);
} {{{"a":{"b":{"x":{"new":"value"},"x":2,"c":{"updated":true},"d":{"e":{"replaced":100}}},"b":[{"c":5,"c":6},{"d":{"e":7,"e":null}}],"f":{"g":{"h":{"nested":"deep"}},"g":{"h":8,"h":[4,5,6]}},"i":{"j":{"k":{"l":{"modified":false}}},"j":{"k":false,"k":{"l":null,"l":"string"}}},"m":{"n":{"o":{"p":{"q":{"extra":"level"}},"p":{"q":10}},"o":{"r":11}}},"m":[{"s":{"t":12}},{"s":{"t":13,"t":{"u":14}}}],"aa":[{"bb":{"cc":{"dd":{"ee":"new"}}}},{"bb":{"cc":{"dd":{"ff":"value"}}}}],"v":{"w":{"x":{"y":{"z":{"final":"update"}}}}}},"a":{"v":{"w":{"x":{"y":{"z":15}}}},"v":{"w":{"x":16,"x":{"y":17}}},"aa":[{"bb":{"cc":18,"cc":{"dd":19}}},{"bb":{"cc":{"dd":20},"cc":21}}]},"newTop":{"level":{"key":[{"array":{"in":{"deep":{"structure":null}}}}]}}}}}