Update example

example

@@ -1,173 +1,100 @@
-import json
-import csv
-from pathlib import Path
-
-
-# ==========================
-# CONFIGURATION
-# ==========================
-
-INPUT_JSON = "input.json"          # Change to your JSON filename
-OUTPUT_CSV = "hbl_pipe_dataset.csv"
-
-# Fields to extract in order
-FIELDS = [
-    "name",
-    "fatherName",
-    "motherName",
-    "address1",
-    "address2",
-    "placeOfBirth",
-    "cnic"
-]
-
-
-# ==========================
-# HELPER FUNCTION
-# ==========================
-
-def clean_value(value):
-    """
-    Clean extracted values.
-    Keeps empty fields instead of removing them.
-    """
-
-    if value is None:
-        return ""
-
-    # Convert everything to string
-    return str(value).strip()
-
-
-def join_fields(data):
-    """
-    Convert dictionary fields into pipe-separated string.
-    """
-
-    return "|".join(
-        clean_value(data.get(field, ""))
-        for field in FIELDS
-    )
-
-
-# ==========================
-# MAIN PROCESSING
-# ==========================
-
-def process_json():
-
-    input_path = Path(INPUT_JSON)
-
-    if not input_path.exists():
-        raise FileNotFoundError(
-            f"JSON file not found: {INPUT_JSON}"
-        )
-
-    print("Loading JSON...")
-
-    with open(
-        INPUT_JSON,
-        "r",
-        encoding="utf-8"
-    ) as f:
-        json_data = json.load(f)
-
-
-    rows = []
-
-    total_records = 0
-    skipped_records = 0
-
-
-    # Option A:
-    # Outer object contains response array
-
-    response_list = json_data.get("response", [])
-
-
-    for item in response_list:
-
-        total_records += 1
-
-        try:
-
-            # Roman Urdu
-            roman_data = item.get(
-                "data",
-                {}
-            )
-
-            # Urdu
-            urdu_data = item.get(
-                "REQUEST_BODY",
-                {} 
-            )
-
-
-            if not urdu_data or not roman_data:
-                skipped_records += 1
-                continue
-
-
-            urdu_text = join_fields(
-                urdu_data
-            )
-
-            roman_text = join_fields(
-                roman_data
-            )
-
-
-            rows.append(
-                {
-                    "urdu": urdu_text,
-                    "roman": roman_text
+{
+    "_id": "6a30f84db2bafb037face9c6",
+    "hasMore": true,
+    "limitReached": false,
+    "pageSize": 20,
+    "requestID": "6a30f84db2bafb037face9c6",
+    "requestType": "find",
+    "response": [
+        {
+            "_id": {
+                "$oid": "6a30f849eb71684d09ee22ae"
+            },
+            "message": "Success",
+            "data": {
+                "name": "SHAMEELA QAYOOM",
+                "fatherName": "ABDUL QAYYUM SHAH",
+                "motherName": "ABDUL QAYYUM SHAH",
+                "address1": "POST OFFICE KHAS SAMAL TEHSIL GOPAS DISTRICT GHAZAR",
+                "address2": "POST OFFICE KHAS SAMAL TEHSIL GOPAS DISTRICT GHAZAR",
+                "placeOfBirth": "GOPAS GHAZER",
+                "cnic": "7140132783264",
+                "aksaTransId": "8723608"
+            },
+            "LOG_CODE": "3",
+            "LOG_DESC": "service_name: custDataTranToEnglish, type: success",
+            "LOG_DATE": {
+                "$date": {
+                    "$numberLong": "1781594185116"
                 }
-            )
-
-
-        except Exception as e:
-
-            print(
-                "Skipping record due to error:",
-                e
-            )
-
-            skipped_records += 1
-
-
-
-    print(f"Total records: {total_records}")
-    print(f"Created pairs: {len(rows)}")
-    print(f"Skipped: {skipped_records}")
-
-
-    # Save CSV
-
-    with open(
-        OUTPUT_CSV,
-        "w",
-        encoding="utf-8",
-        newline=""
-    ) as f:
-
-        writer = csv.DictWriter(
-            f,
-            fieldnames=[
-                "urdu",
-                "roman"
-            ]
-        )
-
-        writer.writeheader()
-
-        writer.writerows(rows)
-
-
-    print(
-        f"Saved dataset: {OUTPUT_CSV}"
-    )
-
-
-if __name__ == "__main__":
-    process_json()
+            },
+            "x-req-id": "10009706040",
+            "statusCode": {
+                "$numberInt": "200"
+            },
+            "statusMessage": "OK",
+            "CITIZEN_NUMBER": "7140132783264",
+            "REQUEST_BODY": {
+                "name": "شمیلہ قیوم",
+                "fatherName": "عبدالقیوم شاہ",
+                "motherName": "عبدالقیوم شاہ",
+                "address1": "ڈاک خانہ خاص،سمال،تحصیل گوپس،ضلع غذر",
+                "address2": "ڈاک خانہ خاص،سمال،تحصیل گوپس،ضلع غذر",
+                "placeOfBirth": "گوپس,غذر",
+                "cnic": "7140132783264"
+            },
+            "URL": "URL: https://apigateway.hbl.com:8343/api/v1/urdu/translate/english",
+            "REQUEST_HEADERS": {
+                "Content-Type": "application/json",
+                "x-channel-id": "HBL",
+                "x-req-id": "10009706040",
+                "x-sub-channel-id": "HBL",
+                "x-country-code": "PK"
+            }
+        },
+        {
+            "_id": {
+                "$oid": "6a30f8475c58784070731a9c"
+            },
+            "message": "Success",
+            "data": {
+                "name": "MUJAHID IQBAL",
+                "fatherName": "NOOR ZAMAN",
+                "motherName": "NOOR ZAMAN",
+                "address1": "DHOK ROADA DHER POST OFFICE KHAS DAHLIAN TEHSIL PINDI GHAIB DISTRICT ATTOCK",
+                "address2": "DHOK ROADA DHER POST OFFICE KHAS DAHLIAN TEHSIL PINDI GHAIB DISTRICT ATTOCK",
+                "placeOfBirth": "PINDI GHAIB ATTOCK",
+                "cnic": "3710503011839",
+                "aksaTransId": "8723607"
+            },
+            "LOG_CODE": "3",
+            "LOG_DESC": "service_name: custDataTranToEnglish, type: success",
+            "LOG_DATE": {
+                "$date": {
+                    "$numberLong": "1781594183326"
+                }
+            },
+            "x-req-id": "10009706039",
+            "statusCode": {
+                "$numberInt": "200"
+            },
+            "statusMessage": "OK",
+            "CITIZEN_NUMBER": "3710503011839",
+            "REQUEST_BODY": {
+                "name": "مجاہد اقبال",
+                "fatherName": "نور زمان",
+                "motherName": "نور زمان",
+                "address1": "ڈھوک روڈا ڈھیر،ڈاک خانہ خاص،ڈھلیاں،تحصیل پنڈی گھیب،ضلع اٹک",
+                "address2": "ڈھوک روڈا ڈھیر،ڈاک خانہ خاص،ڈھلیاں،تحصیل پنڈی گھیب،ضلع اٹک",
+                "placeOfBirth": "پنڈی گھیب,اٹک",
+                "cnic": "3710503011839"
+            },
+            "URL": "URL: https://apigateway.hbl.com:8343/api/v1/urdu/translate/english",
+            "REQUEST_HEADERS": {
+                "Content-Type": "application/json",
+                "x-channel-id": "HBL",
+                "x-req-id": "10009706039",
+                "x-sub-channel-id": "HBL",
+                "x-country-code": "PK"
+            }
+        },