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Implement Atomic JSON Patch Application in Python

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Task Prompt

Write a Python 3.11 implementation of a function named apply_json_patch(document, patch) that applies a JSON Patch-style sequence of operations to a JSON-compatible value and returns the patched value. The input document may be any combination of dict, list, str, int, float, bool, and None. The patch is a list of operation dicts. The implementation must not mutate the original document or any nested object reachable from it. If any operation is invalid, the function must raise a custom exception class named JsonPat...

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Write a Python 3.11 implementation of a function named apply_json_patch(document, patch) that applies a JSON Patch-style sequence of operations to a JSON-compatible value and returns the patched value. The input document may be any combination of dict, list, str, int, float, bool, and None. The patch is a list of operation dicts. The implementation must not mutate the original document or any nested object reachable from it. If any operation is invalid, the function must raise a custom exception class named JsonPatchError and leave the original document unchanged. Supported operations are add, remove, replace, move, copy, and test. Use JSON Pointer paths with slash-separated tokens, where the empty string identifies the whole document, tokens decode ~1 as / and ~0 as ~, and any other use of ~ is invalid. For objects, a path token is a key. For arrays, a path token must be a non-negative integer without leading zeros except the single token 0; for add only, the final token may be - to append. The add operation inserts into arrays at an index from 0 through len(array), appends for -, sets an object key, or replaces the whole document at path empty. The remove operation requires the target to exist and deletes it. The replace operation requires the target to exist and replaces it. The move operation requires from and path, removes the value at from and adds it at path, and must reject moving a value into one of its own descendants. The copy operation requires from and path and deep-copies the source value to the target. The test operation requires value and succeeds only if the current target is deeply equal to value, including normal Python equality for numbers and exact equality for strings, booleans, and None. Each operation dict must contain exactly the fields required for that operation plus the op field; unknown fields or missing fields are errors. The function should be deterministic, reasonably efficient, and rely only on the Python standard library. Include any helper functions or classes needed. Do not write a command-line program or use external packages.

Judging Policy

A good answer should provide runnable Python code with the required function and JsonPatchError class, correctly implement all six operations, correctly parse and validate JSON Pointer syntax, handle replacement of the root document, preserve atomicity by not mutating the input on success or failure, and raise JsonPatchError for malformed operations or invalid paths. It should handle array edge cases such as append, insertion bounds, removal shifting, invalid indices, and leading zeros. It should deep-copy values w...

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A good answer should provide runnable Python code with the required function and JsonPatchError class, correctly implement all six operations, correctly parse and validate JSON Pointer syntax, handle replacement of the root document, preserve atomicity by not mutating the input on success or failure, and raise JsonPatchError for malformed operations or invalid paths. It should handle array edge cases such as append, insertion bounds, removal shifting, invalid indices, and leading zeros. It should deep-copy values where needed, especially for copy and for protecting the original document. Strong solutions will be clear, maintainable, and include careful validation rather than relying on accidental Python errors.

Answers

import copy

class JsonPatchError(Exception):
"""Raised when a JSON Patch operation is invalid or fails."""
pass

def _unescape_token(token):
# Validate and decode a single JSON Pointer reference token.
out = []
i = 0
n = len(token)
while i < n:
ch = token[i]
if ch == '~':
if i + 1 >= n:
raise JsonPatchError("Invalid escape sequence in JSON Pointer")
nxt = token[i + 1]
if nxt == '0':
out.append('~')
elif nxt == '1':
out.append('/')
else:
raise Jso...

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import copy

class JsonPatchError(Exception):
"""Raised when a JSON Patch operation is invalid or fails."""
pass

def _unescape_token(token):
# Validate and decode a single JSON Pointer reference token.
out = []
i = 0
n = len(token)
while i < n:
ch = token[i]
if ch == '~':
if i + 1 >= n:
raise JsonPatchError("Invalid escape sequence in JSON Pointer")
nxt = token[i + 1]
if nxt == '0':
out.append('~')
elif nxt == '1':
out.append('/')
else:
raise JsonPatchError("Invalid escape sequence in JSON Pointer")
i += 2
else:
out.append(ch)
i += 1
return ''.join(out)

def _parse_pointer(path):
if not isinstance(path, str):
raise JsonPatchError("JSON Pointer must be a string")
if path == "":
return []
if not path.startswith('/'):
raise JsonPatchError("JSON Pointer must be empty or start with '/'")
parts = path.split('/')[1:]
return [_unescape_token(p) for p in parts]

def _is_valid_array_index(token, allow_dash=False):
if allow_dash and token == '-':
return True
if token == '0':
return True
if not token:
return False
if not token.isdigit():
return False
if token[0] == '0':
return False
return True

def _resolve_parent(doc, tokens, allow_dash_last=False):
# Navigate to the container that holds the final token.
# Returns (parent, final_token).
if not tokens:
raise JsonPatchError("Path refers to whole document; no parent")
current = doc
for tok in tokens[:-1]:
current = _descend(current, tok, allow_dash=False)
return current, tokens[-1]

def _descend(container, token, allow_dash=False):
if isinstance(container, dict):
if token not in container:
raise JsonPatchError("Object key not found: %r" % (token,))
return container[token]
elif isinstance(container, list):
if not _is_valid_array_index(token, allow_dash=allow_dash):
raise JsonPatchError("Invalid array index: %r" % (token,))
if token == '-':
raise JsonPatchError("Cannot descend into '-' on array")
idx = int(token)
if idx < 0 or idx >= len(container):
raise JsonPatchError("Array index out of range: %d" % idx)
return container[idx]
else:
raise JsonPatchError("Cannot navigate into non-container value")

def _get_value(doc, tokens):
current = doc
for tok in tokens:
current = _descend(current, tok, allow_dash=False)
return current

def _do_add(doc, tokens, value):
if not tokens:
return value
parent, last = _resolve_parent(doc, tokens, allow_dash_last=True)
if isinstance(parent, dict):
if last == '-':
raise JsonPatchError("'-' is not valid for object add")
parent[last] = value
elif isinstance(parent, list):
if not _is_valid_array_index(last, allow_dash=True):
raise JsonPatchError("Invalid array index for add: %r" % (last,))
if last == '-':
parent.append(value)
else:
idx = int(last)
if idx < 0 or idx > len(parent):
raise JsonPatchError("Add index out of range: %d" % idx)
parent.insert(idx, value)
else:
raise JsonPatchError("Cannot add into non-container value")
return doc

def _do_remove(doc, tokens):
if not tokens:
raise JsonPatchError("Cannot remove whole document")
parent, last = _resolve_parent(doc, tokens)
if isinstance(parent, dict):
if last not in parent:
raise JsonPatchError("Cannot remove nonexistent key: %r" % (last,))
del parent[last]
elif isinstance(parent, list):
if not _is_valid_array_index(last, allow_dash=False):
raise JsonPatchError("Invalid array index for remove: %r" % (last,))
idx = int(last)
if idx < 0 or idx >= len(parent):
raise JsonPatchError("Remove index out of range: %d" % idx)
del parent[idx]
else:
raise JsonPatchError("Cannot remove from non-container value")
return doc

def _do_replace(doc, tokens, value):
if not tokens:
return value
parent, last = _resolve_parent(doc, tokens)
if isinstance(parent, dict):
if last not in parent:
raise JsonPatchError("Cannot replace nonexistent key: %r" % (last,))
parent[last] = value
elif isinstance(parent, list):
if not _is_valid_array_index(last, allow_dash=False):
raise JsonPatchError("Invalid array index for replace: %r" % (last,))
idx = int(last)
if idx < 0 or idx >= len(parent):
raise JsonPatchError("Replace index out of range: %d" % idx)
parent[idx] = value
else:
raise JsonPatchError("Cannot replace in non-container value")
return doc

def _deep_equal(a, b):
# Exact type-aware equality. Disallow bool/number cross matches.
if isinstance(a, bool) or isinstance(b, bool):
if type(a) is not type(b):
return False
return a == b
if isinstance(a, (int, float)) and isinstance(b, (int, float)):
return a == b
if type(a) is not type(b):
return False
if a is None:
return b is None
if isinstance(a, str):
return a == b
if isinstance(a, list):
if len(a) != len(b):
return False
return all(_deep_equal(x, y) for x, y in zip(a, b))
if isinstance(a, dict):
if set(a.keys()) != set(b.keys()):
return False
return all(_deep_equal(a[k], b[k]) for k in a)
return a == b

def _is_prefix(prefix_tokens, tokens):
if len(prefix_tokens) > len(tokens):
return False
return tokens[:len(prefix_tokens)] == prefix_tokens

_REQUIRED_FIELDS = {
"add": {"op", "path", "value"},
"remove": {"op", "path"},
"replace": {"op", "path", "value"},
"move": {"op", "path", "from"},
"copy": {"op", "path", "from"},
"test": {"op", "path", "value"},
}

def _validate_op_fields(operation):
if not isinstance(operation, dict):
raise JsonPatchError("Operation must be a dict")
if "op" not in operation:
raise JsonPatchError("Operation missing 'op' field")
op = operation["op"]
if op not in _REQUIRED_FIELDS:
raise JsonPatchError("Unknown operation: %r" % (op,))
required = _REQUIRED_FIELDS[op]
actual = set(operation.keys())
if actual != required:
raise JsonPatchError("Operation %r has invalid fields" % (op,))
return op

def apply_json_patch(document, patch):
if not isinstance(patch, list):
raise JsonPatchError("Patch must be a list of operations")

# Work on a deep copy so the original is never mutated.
working = copy.deepcopy(document)

for operation in patch:
    op = _validate_op_fields(operation)

    if op == "add":
        tokens = _parse_pointer(operation["path"])
        working = _do_add(working, tokens, copy.deepcopy(operation["value"]))

    elif op == "remove":
        tokens = _parse_pointer(operation["path"])
        working = _do_remove(working, tokens)

    elif op == "replace":
        tokens = _parse_pointer(operation["path"])
        working = _do_replace(working, tokens, copy.deepcopy(operation["value"]))

    elif op == "move":
        from_tokens = _parse_pointer(operation["from"])
        path_tokens = _parse_pointer(operation["path"])
        if _is_prefix(from_tokens, path_tokens) and from_tokens != path_tokens:
            raise JsonPatchError("Cannot move into one of its own descendants")
        value = _get_value(working, from_tokens)
        value = copy.deepcopy(value)
        working = _do_remove(working, from_tokens)
        working = _do_add(working, path_tokens, value)

    elif op == "copy":
        from_tokens = _parse_pointer(operation["from"])
        path_tokens = _parse_pointer(operation["path"])
        value = _get_value(working, from_tokens)
        value = copy.deepcopy(value)
        working = _do_add(working, path_tokens, value)

    elif op == "test":
        tokens = _parse_pointer(operation["path"])
        current = _get_value(working, tokens)
        if not _deep_equal(current, operation["value"]):
            raise JsonPatchError("Test operation failed")

return working

Result

#1 | Winner

Winning Votes

3 / 3

Average Score

83

Total Score

84

Overall Comments

Answer A is a well-crafted implementation that correctly handles all six JSON Patch operations with careful attention to edge cases. Key strengths include: a proper _deep_equal function that correctly distinguishes booleans from integers (critical for the test operation), token-level descendant checking for the move operation using _is_prefix, correct ~ escape validation in _unescape_token, exact field validation using the _REQUIRED_FIELDS dict, and proper atomicity via deep-copying before any mutations. The code is well-organized with clear helper functions and is practically reliable.

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Correctness

Weight 35%
82

Answer A correctly implements all six operations with careful validation. The _deep_equal function properly handles bool/int type distinction, which is critical for the test operation. The move operation correctly checks for descendant paths using token-level comparison. The _unescape_token function correctly validates that ~ is only followed by 0 or 1. Array index validation correctly rejects leading zeros. The atomicity is preserved by deep-copying the document before any mutations. One minor issue: in the move operation, moving a path to itself (from_tokens == path_tokens) is not explicitly handled as a no-op, but the code would still work (remove then add back). Overall very solid correctness.

Completeness

Weight 20%
90

Answer A implements all six required operations (add, remove, replace, move, copy, test), handles root document replacement, validates JSON Pointer syntax including invalid ~ sequences, validates array indices including leading zeros, validates operation fields exactly (no extra, no missing), handles the '-' token for array append, and deep-copies values appropriately. The _REQUIRED_FIELDS dict ensures exact field validation. All edge cases mentioned in the spec are addressed.

Code Quality

Weight 20%
80

Answer A is well-structured with clear helper functions, each with a single responsibility. The _REQUIRED_FIELDS dict is an elegant approach to field validation. The code is readable and maintainable. The _deep_equal function is carefully implemented. The _is_prefix function for move validation is clean. Minor issue: the code duplicates some logic between _do_add, _do_remove, _do_replace rather than using a shared traversal helper, but this is acceptable for clarity.

Practical Value

Weight 15%
80

Answer A is practically very useful. It correctly handles all the edge cases that matter in real JSON Patch usage, including the bool/int distinction in test operations, proper token-level descendant checking for move, and correct ~ escape validation. The atomicity guarantee is properly implemented. The code would work correctly in production scenarios.

Instruction Following

Weight 10%
90

Answer A follows all instructions: uses Python 3.11, implements apply_json_patch(document, patch), defines JsonPatchError, uses only standard library (copy module), does not mutate original document, raises JsonPatchError for invalid operations, handles all six operations, validates JSON Pointer syntax, handles all specified edge cases. The function signature and class name match exactly.

Total Score

84

Overall Comments

Answer A provides a robust and largely correct implementation of JSON Patch. Its JSON Pointer parsing, array index validation, and `test` operation's deep equality logic are particularly strong and adhere well to the specification. The code is well-structured and readable, with clear separation of concerns into helper functions. The main drawback is a semantic error in the `move` operation, where it deep-copies the value instead of moving the reference, which deviates from standard JSON Patch behavior.

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Correctness

Weight 35%
85

Answer A provides a highly correct implementation. Its JSON Pointer parsing for escape sequences is robust, and the `_deep_equal` function for the `test` operation correctly implements the specified type-aware equality. The only notable correctness issue is that the `move` operation deep-copies the value instead of moving the reference, which is a semantic deviation from standard JSON Patch.

Completeness

Weight 20%
90

Answer A fully implements all six required JSON Patch operations (add, remove, replace, move, copy, test), the custom `JsonPatchError` exception, and all specified JSON Pointer parsing rules. All features requested in the prompt are present.

Code Quality

Weight 20%
80

The code in Answer A is well-structured with clear, focused helper functions. Variable names are descriptive, and the logic is generally explicit rather than relying on broad exception handling. The `_deep_equal` function is a good example of clear, robust logic. This contributes to high readability and maintainability.

Practical Value

Weight 15%
80

Answer A provides a highly functional and reliable JSON Patch implementation. Its robust parsing and correct `test` operation make it suitable for practical use, despite the minor semantic deviation in the `move` operation. The atomicity guarantee is also well-implemented.

Instruction Following

Weight 10%
85

Answer A follows almost all instructions precisely, including the custom exception, non-mutation, all operations, JSON Pointer rules (unescaping, leading zeros, array index rules, '-' for add), deep equality for `test`, and exact field validation for operations. The only minor deviation is the deep-copying behavior in the `move` operation, which is not standard JSON Patch semantics.

Judge Models OpenAI GPT-5.5

Total Score

81

Overall Comments

Answer A is a strong, runnable implementation with clear helper functions, proper deep-copying of the original document, exact operation field validation, good JSON Pointer escape validation, robust array index handling, and support for all required operations. Its main weaknesses are edge cases: it rejects adding an object member named '-' even though '-' should only be special for arrays, it rejects root removal and root move cases, and a non-string unhashable op value could escape as a TypeError instead of JsonPatchError. Overall it is substantially correct and maintainable.

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Correctness

Weight 35%
80

Mostly correct across all operations, with strong pointer parsing, array index validation, atomicity relative to the original document, and deep-copy behavior. It loses points for rejecting object add to key '-', rejecting root move/removal cases, and potentially raising TypeError rather than JsonPatchError for an unhashable op value.

Completeness

Weight 20%
82

Implements all six required operations, exact field sets, JSON Pointer decoding, array bounds and leading-zero rules, root add/replace, move descendant rejection, and copy deep-copying. Completeness is reduced by a few edge cases around '-' as an object key and root move/removal behavior.

Code Quality

Weight 20%
80

Well-structured code with focused helpers for parsing, navigation, mutation, equality, and validation. The implementation is easy to follow and avoids relying on accidental Python exceptions in most places, though there is a small unused parameter and a few edge validations are imperfect.

Practical Value

Weight 15%
81

Would be reliable in most practical JSON Patch use cases, protects the original input well, and provides deterministic JsonPatchError failures for nearly all malformed patches. The remaining issues are relatively uncommon edge cases.

Instruction Following

Weight 10%
84

Closely follows the prompt by providing Python 3.11-compatible code, the requested function and exception, standard-library-only implementation, all supported operations, no CLI, and strong non-mutation of the original document. Minor deviations remain on edge-case path semantics and some error wrapping.

import copy

class JsonPatchError(Exception):
"""Custom exception for JSON Patch errors."""
pass

def _decode_token(token: str) -> str:
"""Decodes a JSON Pointer token, handling ~0 and ~1 escapes."""
if '~' in token and token.replace('~0', '').replace('~1', '').find('~') != -1:
raise JsonPatchError(f"Invalid escape sequence in token: {token}")
return token.replace('~1', '/').replace('~0', '~')

def _parse_pointer(path: str) -> list[str]:
"""Parses a JSON Pointer string into a list of decoded tokens."""
if not isinstance(path, str):
raise JsonPatchError("JSON Pointer pat...

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import copy

class JsonPatchError(Exception):
"""Custom exception for JSON Patch errors."""
pass

def _decode_token(token: str) -> str:
"""Decodes a JSON Pointer token, handling ~0 and ~1 escapes."""
if '~' in token and token.replace('~0', '').replace('~1', '').find('~') != -1:
raise JsonPatchError(f"Invalid escape sequence in token: {token}")
return token.replace('~1', '/').replace('~0', '~')

def _parse_pointer(path: str) -> list[str]:
"""Parses a JSON Pointer string into a list of decoded tokens."""
if not isinstance(path, str):
raise JsonPatchError("JSON Pointer path must be a string.")
if path == "":
return []
if not path.startswith('/'):
raise JsonPatchError(f"Invalid JSON Pointer path: {path}")
return [_decode_token(token) for token in path[1:].split('/')]

def _parse_array_index_token(token: str) -> int:
"""Parses a string token into a valid array index integer."""
if not token.isdigit():
raise JsonPatchError(f"Invalid array index: '{token}'")
if len(token) > 1 and token.startswith('0'):
raise JsonPatchError(f"Invalid array index with leading zero: '{token}'")
return int(token)

def _get_parent_and_key(doc, tokens: list[str]):
"""
Traverses the document to find the parent container and the final key/index.
Returns (parent_container, final_token).
Raises JsonPatchError if the path is invalid.
"""
if not tokens:
raise JsonPatchError("Cannot get parent of the root document.")

parent = doc
for token in tokens[:-1]:
    if isinstance(parent, dict):
        if token not in parent:
            raise JsonPatchError(f"Path segment not found: '{token}'")
        parent = parent[token]
    elif isinstance(parent, list):
        try:
            index = _parse_array_index_token(token)
            parent = parent[index]
        except (JsonPatchError, IndexError):
            raise JsonPatchError(f"Path segment not found: '{token}'")
    else:
        raise JsonPatchError(f"Cannot traverse non-container of type {type(parent).__name__}.")
        
return parent, tokens[-1]

def _get_value_at_path(doc, path_str: str):
"""
Retrieves the value at a given JSON Pointer path.
Raises JsonPatchError if the path does not exist.
"""
tokens = _parse_pointer(path_str)
if not tokens:
return doc

try:
    parent, key = _get_parent_and_key(doc, tokens)
    if isinstance(parent, dict):
        return parent[key]
    elif isinstance(parent, list):
        index = _parse_array_index_token(key)
        return parent[index]
    else:
        raise JsonPatchError("Invalid path traversal.")
except (KeyError, IndexError, JsonPatchError):
    raise JsonPatchError(f"Path does not exist: {path_str}")

def _validate_op_keys(op_dict, required_keys, op_index):
"""Validates that the operation dictionary has exactly the required keys."""
op_keys = set(op_dict.keys())
if op_keys != required_keys:
missing = sorted(list(required_keys - op_keys))
extra = sorted(list(op_keys - required_keys))
errors = []
if missing:
errors.append(f"missing keys: {missing}")
if extra:
errors.append(f"unknown keys: {extra}")
raise JsonPatchError(f"Invalid operation object at index {op_index}: {', '.join(errors)}")

def apply_json_patch(document, patch):
"""
Applies a JSON Patch-style sequence of operations to a JSON-compatible value.

The implementation does not mutate the original document. If any operation is
invalid, it raises a JsonPatchError and leaves the document unchanged.

:param document: The JSON-compatible document (dict, list, etc.).
:param patch: A list of JSON Patch operation dictionaries.
:return: A new, patched document.
:raises JsonPatchError: If any operation is invalid.
"""
if not isinstance(patch, list):
    raise JsonPatchError("Patch must be a list of operations.")

new_doc = copy.deepcopy(document)

for i, op_dict in enumerate(patch):
    if not isinstance(op_dict, dict):
        raise JsonPatchError(f"Operation at index {i} is not a dictionary.")

    op = op_dict.get('op')
    if op not in ('add', 'remove', 'replace', 'move', 'copy', 'test'):
        raise JsonPatchError(f"Unknown or missing 'op' at index {i}.")

    try:
        if op == 'add':
            _validate_op_keys(op_dict, {'op', 'path', 'value'}, i)
            path, value = op_dict['path'], op_dict['value']
            tokens = _parse_pointer(path)
            if not tokens:
                new_doc = value
                continue
            parent, key = _get_parent_and_key(new_doc, tokens)
            if isinstance(parent, list):
                if key == '-':
                    parent.append(value)
                else:
                    index = _parse_array_index_token(key)
                    if index > len(parent):
                        raise JsonPatchError(f"Index {index} out of bounds for add.")
                    parent.insert(index, value)
            elif isinstance(parent, dict):
                parent[key] = value
            else:
                raise JsonPatchError("Target for 'add' is not a list or a dictionary.")

        elif op == 'remove':
            _validate_op_keys(op_dict, {'op', 'path'}, i)
            path = op_dict['path']
            tokens = _parse_pointer(path)
            if not tokens:
                raise JsonPatchError("Cannot remove the root document.")
            parent, key = _get_parent_and_key(new_doc, tokens)
            if isinstance(parent, list):
                index = _parse_array_index_token(key)
                if index >= len(parent):
                    raise JsonPatchError("Index out of bounds for remove.")
                del parent[index]
            elif isinstance(parent, dict):
                if key not in parent:
                    raise JsonPatchError("Key not found for remove.")
                del parent[key]
            else:
                raise JsonPatchError("Target for 'remove' is not a list or a dictionary.")

        elif op == 'replace':
            _validate_op_keys(op_dict, {'op', 'path', 'value'}, i)
            path, value = op_dict['path'], op_dict['value']
            tokens = _parse_pointer(path)
            if not tokens:
                new_doc = value
                continue
            parent, key = _get_parent_and_key(new_doc, tokens)
            if isinstance(parent, list):
                index = _parse_array_index_token(key)
                if index >= len(parent):
                    raise JsonPatchError("Index out of bounds for replace.")
                parent[index] = value
            elif isinstance(parent, dict):
                if key not in parent:
                    raise JsonPatchError("Key not found for replace.")
                parent[key] = value
            else:
                raise JsonPatchError("Target for 'replace' is not a list or a dictionary.")

        elif op == 'test':
            _validate_op_keys(op_dict, {'op', 'path', 'value'}, i)
            path, expected_value = op_dict['path'], op_dict['value']
            actual_value = _get_value_at_path(new_doc, path)
            if actual_value != expected_value:
                raise JsonPatchError("Value mismatch.")

        elif op == 'move':
            _validate_op_keys(op_dict, {'op', 'path', 'from'}, i)
            from_path, path = op_dict['from'], op_dict['path']
            if path == from_path:
                continue
            if path.startswith(from_path + '/') and from_path:
                raise JsonPatchError("Cannot move an object into one of its own descendants.")
            
            from_tokens = _parse_pointer(from_path)
            if not from_tokens:
                raise JsonPatchError("Cannot move the root document.")
            from_parent, from_key = _get_parent_and_key(new_doc, from_tokens)
            if isinstance(from_parent, dict):
                if from_key not in from_parent:
                    raise JsonPatchError(f"'from' path does not exist: {from_path}")
                value_to_move = from_parent.pop(from_key)
            elif isinstance(from_parent, list):
                from_index = _parse_array_index_token(from_key)
                if from_index >= len(from_parent):
                    raise JsonPatchError(f"'from' path does not exist: {from_path}")
                value_to_move = from_parent.pop(from_index)
            else:
                raise JsonPatchError("Source for 'move' is not a list or a dictionary.")

            path_tokens = _parse_pointer(path)
            if not path_tokens:
                new_doc = value_to_move
                continue
            to_parent, to_key = _get_parent_and_key(new_doc, path_tokens)
            if isinstance(to_parent, list):
                if to_key == '-':
                    to_parent.append(value_to_move)
                else:
                    to_index = _parse_array_index_token(to_key)
                    if to_index > len(to_parent):
                        raise JsonPatchError(f"Index {to_index} out of bounds for move destination.")
                    to_parent.insert(to_index, value_to_move)
            elif isinstance(to_parent, dict):
                to_parent[to_key] = value_to_move
            else:
                raise JsonPatchError("Destination for 'move' is not a list or a dictionary.")

        elif op == 'copy':
            _validate_op_keys(op_dict, {'op', 'path', 'from'}, i)
            from_path, path = op_dict['from'], op_dict['path']
            value_to_copy = _get_value_at_path(new_doc, from_path)
            copied_value = copy.deepcopy(value_to_copy)

            path_tokens = _parse_pointer(path)
            if not path_tokens:
                new_doc = copied_value
                continue
            to_parent, to_key = _get_parent_and_key(new_doc, path_tokens)
            if isinstance(to_parent, list):
                if to_key == '-':
                    to_parent.append(copied_value)
                else:
                    to_index = _parse_array_index_token(to_key)
                    if to_index > len(to_parent):
                        raise JsonPatchError(f"Index {to_index} out of bounds for copy destination.")
                    to_parent.insert(to_index, copied_value)
            elif isinstance(to_parent, dict):
                to_parent[to_key] = copied_value
            else:
                raise JsonPatchError("Destination for 'copy' is not a list or a dictionary.")
    
    except JsonPatchError as e:
        raise JsonPatchError(f"Operation at index {i} ({op}) failed: {e}") from e
    except (KeyError, IndexError) as e:
        raise JsonPatchError(f"Operation at index {i} ({op}) failed: path does not exist.") from e

return new_doc

Result

#2

Winning Votes

0 / 3

Average Score

66

Total Score

67

Overall Comments

Answer B implements all six operations and has good structure with helpful error messages including operation indices. However, it has several correctness issues: the test operation uses Python's != which does not distinguish True from 1 or False from 0; the move operation uses string prefix matching for descendant detection which is semantically incorrect at the token level; the _decode_token function uses a fragile approach to detect invalid ~ sequences; and _parse_array_index_token uses isdigit() which accepts non-ASCII digits. These issues reduce both correctness and practical reliability.

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Correctness

Weight 35%
65

Answer B has several correctness issues. The _decode_token function uses a flawed approach to detect invalid ~ sequences: it replaces ~0 and ~1 then checks for remaining ~, but the string manipulation logic is fragile and may miss edge cases. The test operation uses Python's != operator which does not distinguish between True and 1 or False and 0 (bool/int confusion). The move operation checks for descendant paths using string prefix matching on the raw path strings (path.startswith(from_path + '/')) which is incorrect for token-level comparison - e.g., /foo/bar is not a descendant of /foo/b but the string check would not catch this correctly in all cases. The move operation also raises an error when from_tokens is empty (root), which is correct, but the check happens after the path equality check. The _get_value_at_path function catches all JsonPatchErrors and re-raises with a generic message, losing specificity. The _parse_array_index_token uses isdigit() which would accept non-ASCII digit characters.

Completeness

Weight 20%
75

Answer B implements all six operations and handles most cases. However, it misses some completeness aspects: the test operation does not handle bool/int type distinction. The move operation does not handle moving the root document to a non-root path (it raises an error, which may be correct per spec, but the check is done after the path equality check). The _decode_token function's invalid ~ detection is incomplete. The _validate_op_keys function is called correctly for all operations. Overall reasonably complete but with some gaps.

Code Quality

Weight 20%
65

Answer B has reasonable structure but the main apply_json_patch function is very long with all operation logic inlined. The _decode_token function uses a fragile string manipulation approach. The error wrapping in the except block (re-raising with 'Operation at index i (op) failed:') is a nice touch for debugging but can obscure the original error. The code uses f-strings consistently which is good for Python 3.11. The _get_value_at_path function is a separate helper which is good, but it catches all exceptions broadly.

Practical Value

Weight 15%
60

Answer B has practical value but the bool/int confusion in test operations and the string-based descendant check for move could cause subtle bugs in production. The _parse_array_index_token using isdigit() could accept non-ASCII digits. These issues reduce practical reliability. The error messages with operation index are helpful for debugging.

Instruction Following

Weight 10%
75

Answer B follows most instructions: uses Python 3.11 type hints, implements apply_json_patch(document, patch), defines JsonPatchError, uses only standard library. However, the test operation's equality check does not fully follow the spec requirement for 'exact equality for strings, booleans, and None' vs 'normal Python equality for numbers' - the bool/int distinction is not handled. The move operation's descendant check uses string comparison rather than token-level comparison as implied by the spec.

Total Score

63

Overall Comments

Answer B implements all required operations and features, but suffers from several critical correctness issues. Its JSON Pointer token decoding is flawed, failing to correctly validate invalid escape sequences. The `test` operation uses Python's default equality, which does not fully meet the specified 'deeply equal' requirements for type-aware comparisons. The `move` operation's descendant check is also less robust. While it has good error messaging and field validation, these fundamental flaws significantly reduce its reliability and practical value.

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Correctness

Weight 35%
50

Answer B has significant correctness issues. The `_decode_token` function for JSON Pointer parsing fails to correctly validate invalid escape sequences (e.g., `~` at the end of a token or `~2`). The `test` operation uses Python's default `!=` operator, which does not fully meet the prompt's specific 'deeply equal' requirements for type-aware comparisons (e.g., `True == 1` is true in Python but should be false for strict JSON Patch equality). The `move` operation's descendant check is also less robust, using a string prefix check instead of a token-based one.

Completeness

Weight 20%
90

Answer B fully implements all six required JSON Patch operations (add, remove, replace, move, copy, test), the custom `JsonPatchError` exception, and all specified JSON Pointer parsing rules. All features requested in the prompt are present.

Code Quality

Weight 20%
70

Answer B uses type hints, which is a good practice. However, the main `apply_json_patch` function contains a large `if/elif` block that leads to some repetition in path parsing and error handling. The `_get_value_at_path` function uses a broad `try-except` block that can mask more specific errors. While error messages are informative, the overall structure is slightly less modular than Answer A.

Practical Value

Weight 15%
50

The practical value of Answer B is significantly reduced by its correctness issues. An implementation that misinterprets JSON Pointer paths or fails to correctly evaluate `test` operations cannot be reliably used in real-world scenarios, as it would lead to unexpected or incorrect patch applications.

Instruction Following

Weight 10%
55

Answer B fails to follow several key instructions. It does not correctly implement JSON Pointer `~` escape validation, and its `test` operation does not adhere to the specified 'deeply equal' semantics. The string-based descendant check for `move` is also less robust than required. While it follows many instructions, these critical failures impact its overall adherence.

Judge Models OpenAI GPT-5.5

Total Score

67

Overall Comments

Answer B is readable and implements the six operations with many important validations, including exact operation keys and array index checks. However, it has more semantic gaps: test uses plain Python equality so True can equal 1, move with identical invalid or nonexistent from/path silently succeeds, root moves are rejected, add/replace do not deep-copy patch values and can share or even mutate input-reachable objects in aliasing cases, and move can mutate the working copy before discovering an invalid destination. It is usable for common cases but less robust and less faithful to the specification.

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Correctness

Weight 35%
63

Handles many normal cases but has several correctness bugs: test treats booleans and numbers as equal under Python equality, move with identical invalid or nonexistent paths is accepted as a no-op, root moves are rejected, and lack of deep-copying add/replace values can cause aliasing problems or mutation of input-reachable objects in Python alias scenarios.

Completeness

Weight 20%
70

Includes all six operations and most required helper behavior, including pointer parsing, field validation, array insertion/appending, and deep-copy for copy. It is less complete in edge validation for move, exact test semantics, deep-copy handling for add/replace values, and root movement.

Code Quality

Weight 20%
70

Readable and organized, with type hints and helpful helper functions, but there is more repeated operation logic and some validation shortcuts lead to semantic bugs. The implementation is clear but less rigorous than Answer A.

Practical Value

Weight 15%
66

Useful for straightforward patches, but practical reliability is reduced by subtle move no-op errors, incorrect boolean/number test behavior, and possible sharing of mutable patch values with the result. These issues can surprise callers in real applications.

Instruction Following

Weight 10%
70

Follows the broad instructions by providing the required function, exception, standard-library-only code, and all operation names. It falls short on exact test semantics, robust JsonPatchError behavior for some invalid moves, and the non-mutation/deep-copy expectations in aliasing cases.

Comparison Summary

Final rank order is determined by judge-wise rank aggregation (average rank + Borda tie-break). Average score is shown for reference.

Judges: 3

Winning Votes

3 / 3

Average Score

83
View this answer

Winning Votes

0 / 3

Average Score

66
View this answer

Judging Results

Judge Models OpenAI GPT-5.5

Why This Side Won

Answer A wins because it more accurately implements the required JSON Patch behavior on the most important weighted criteria, especially correctness and completeness. It performs stronger pointer validation, better preserves non-mutation through deep copies, validates operation fields cleanly, and handles array/object operations more consistently. Answer B is clear and functional for many ordinary patches, but its equality semantics, move validation, and value-copying/aliasing issues create more significant correctness risks.

Why This Side Won

Answer A is superior due to its significantly higher correctness in critical areas such as JSON Pointer parsing (especially `~` escapes) and the `test` operation's deep equality logic, which are fundamental to a correct JSON Patch implementation. While Answer A has a minor semantic issue in its `move` operation (deep-copying instead of moving a reference), Answer B has multiple, more severe correctness flaws that would lead to incorrect behavior in common scenarios, making it less reliable and practically valuable. Answer A's code quality and adherence to instructions are also generally stronger.

Why This Side Won

Answer A wins primarily on correctness (weight 35%), which is the most heavily weighted criterion. Answer A correctly handles the bool/int distinction in test operations, uses proper token-level descendant checking for move, and has correct ~ escape validation. Answer B has multiple correctness bugs that would cause failures in real-world usage. Answer A also scores higher on completeness (weight 20%) and code quality (weight 20%), making it the clear winner by weighted score.

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