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1 | 1 | import json
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2 | 2 | from typing import Any, Union
|
| 3 | + |
3 | 4 | from litellm.constants import DEFAULT_MAX_RECURSE_DEPTH
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4 | 5 |
|
5 | 6 |
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@@ -49,3 +50,94 @@ def _serialize(obj: Any, seen: set, depth: int) -> Any:
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49 | 50 |
|
50 | 51 | safe_data = _serialize(data, set(), 0)
|
51 | 52 | return json.dumps(safe_data, default=str)
|
| 53 | + |
| 54 | + |
| 55 | +def filter_json_serializable( |
| 56 | + data: Any, max_depth: int = DEFAULT_MAX_RECURSE_DEPTH |
| 57 | +) -> Any: |
| 58 | + """ |
| 59 | + Recursively filter data to only include JSON serializable items. |
| 60 | + Non-serializable items are completely skipped (not included in the result). |
| 61 | + """ |
| 62 | + |
| 63 | + def _is_json_serializable(obj: Any) -> bool: |
| 64 | + """Test if an object is JSON serializable.""" |
| 65 | + try: |
| 66 | + json.dumps(obj) |
| 67 | + return True |
| 68 | + except (TypeError, ValueError): |
| 69 | + return False |
| 70 | + |
| 71 | + def _filter(obj: Any, seen: set, depth: int) -> Any: |
| 72 | + # Check for maximum depth. |
| 73 | + if depth > max_depth: |
| 74 | + return None |
| 75 | + |
| 76 | + # Base-case: if it is a primitive, test if it's serializable |
| 77 | + if isinstance(obj, (str, int, float, bool, type(None))): |
| 78 | + return obj if _is_json_serializable(obj) else None |
| 79 | + |
| 80 | + # Check for circular reference. |
| 81 | + if id(obj) in seen: |
| 82 | + return None |
| 83 | + |
| 84 | + seen.add(id(obj)) |
| 85 | + |
| 86 | + try: |
| 87 | + if isinstance(obj, dict): |
| 88 | + result = {} |
| 89 | + for k, v in obj.items(): |
| 90 | + # Only include keys that are strings and values that are serializable |
| 91 | + if isinstance(k, str): |
| 92 | + filtered_value = _filter(v, seen, depth + 1) |
| 93 | + # Only add the key-value pair if the value is serializable |
| 94 | + if filtered_value is not None or v is None: |
| 95 | + if _is_json_serializable(filtered_value): |
| 96 | + result[k] = filtered_value |
| 97 | + seen.remove(id(obj)) |
| 98 | + return result |
| 99 | + |
| 100 | + elif isinstance(obj, list): |
| 101 | + result = [] |
| 102 | + for item in obj: |
| 103 | + filtered_item = _filter(item, seen, depth + 1) |
| 104 | + # Only include items that are serializable |
| 105 | + if filtered_item is not None or item is None: |
| 106 | + if _is_json_serializable(filtered_item): |
| 107 | + result.append(filtered_item) |
| 108 | + seen.remove(id(obj)) |
| 109 | + return result |
| 110 | + |
| 111 | + elif isinstance(obj, tuple): |
| 112 | + filtered_items = [] |
| 113 | + for item in obj: |
| 114 | + filtered_item = _filter(item, seen, depth + 1) |
| 115 | + # Only include items that are serializable |
| 116 | + if filtered_item is not None or item is None: |
| 117 | + if _is_json_serializable(filtered_item): |
| 118 | + filtered_items.append(filtered_item) |
| 119 | + seen.remove(id(obj)) |
| 120 | + return tuple(filtered_items) |
| 121 | + |
| 122 | + elif isinstance(obj, set): |
| 123 | + filtered_items = [] |
| 124 | + for item in obj: |
| 125 | + filtered_item = _filter(item, seen, depth + 1) |
| 126 | + # Only include items that are serializable |
| 127 | + if filtered_item is not None or item is None: |
| 128 | + if _is_json_serializable(filtered_item): |
| 129 | + filtered_items.append(filtered_item) |
| 130 | + seen.remove(id(obj)) |
| 131 | + return sorted(filtered_items) |
| 132 | + |
| 133 | + else: |
| 134 | + # Test if the object is directly serializable |
| 135 | + seen.remove(id(obj)) |
| 136 | + return obj if _is_json_serializable(obj) else None |
| 137 | + |
| 138 | + except Exception: |
| 139 | + if id(obj) in seen: |
| 140 | + seen.remove(id(obj)) |
| 141 | + return None |
| 142 | + |
| 143 | + return _filter(data, set(), 0) |
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