1 files changed, 49 insertions, 0 deletions
diff --git a/R2R/r2r/parsers/structured/json_parser.py b/R2R/r2r/parsers/structured/json_parser.py
new file mode 100755
index 00000000..23d63065
--- /dev/null
+++ b/R2R/r2r/parsers/structured/json_parser.py
@@ -0,0 +1,49 @@
+import json
+from typing import AsyncGenerator
+
+from r2r.base.abstractions.document import DataType
+from r2r.base.parsers.base_parser import AsyncParser
+
+
+class JSONParser(AsyncParser[DataType]):
+    """A parser for JSON data."""
+
+    async def ingest(self, data: DataType) -> AsyncGenerator[str, None]:
+        """Ingest JSON data and yield a formatted text representation."""
+        if isinstance(data, bytes):
+            data = data.decode("utf-8")
+        yield self._parse_json(json.loads(data))
+
+    def _parse_json(self, data: dict) -> str:
+        def remove_objects_with_null(obj):
+            if not isinstance(obj, dict):
+                return obj
+            result = obj.copy()
+            for key, value in obj.items():
+                if isinstance(value, dict):
+                    result[key] = remove_objects_with_null(value)
+                elif value is None:
+                    del result[key]
+            return result
+
+        def format_json_as_text(obj, indent=0):
+            lines = []
+            indent_str = " " * indent
+
+            if isinstance(obj, dict):
+                for key, value in obj.items():
+                    if isinstance(value, (dict, list)):
+                        nested = format_json_as_text(value, indent + 2)
+                        lines.append(f"{indent_str}{key}:\n{nested}")
+                    else:
+                        lines.append(f"{indent_str}{key}: {value}")
+            elif isinstance(obj, list):
+                for item in obj:
+                    nested = format_json_as_text(item, indent + 2)
+                    lines.append(f"{nested}")
+            else:
+                return f"{indent_str}{obj}"
+
+            return "\n".join(lines)
+
+        return format_json_as_text(remove_objects_with_null(data))