updated parser

db/repository.py

@@ -7,8 +7,6 @@ Handles CRUD operations and transaction management.
 from typing import List, Optional
 from logging_config import get_logger
 from .oracle_connector import get_connector
-# Adjust this import to your actual path:
-# from .models import NEFTInwardRecord, ProcessedFile
 from .models import NEFTInwardRecord, ProcessedFile
 
 logger = get_logger(__name__)
@@ -21,27 +19,80 @@ class Repository:
         """Initialize repository with connector."""
         self.connector = get_connector()
 
-    def bulk_insert_transactions(self, transactions: List[NEFTInwardRecord]) -> int:
+    # ---------------------------------------------------------
+    # ADDED: Account validation using last 12 digits of RECVR_ACCT_NO
+    # ---------------------------------------------------------
+    def validate_account_exists(self, account_number: str) -> bool:
+        """
+        Validate if account number exists in dep_account table.
+
+        Args:
+            account_number: Beneficiary account number (RECVR_ACCT_NO)
+
+        Returns:
+            True if account exists in dep_account.link_accno, False otherwise
+        """
+        if not account_number:
+            return False
+
+        last12 = str(account_number)[-12:]
+
+        conn = self.connector.get_connection()
+        try:
+            cursor = conn.cursor()
+            cursor.execute(
+                "SELECT COUNT(*) FROM dep_account WHERE link_accno = :accno",
+                {'accno': last12}
+            )
+            count = cursor.fetchone()[0]
+            return count > 0
+        except Exception as e:
+            logger.warning(f"Error validating account {account_number}: {e}")
+            return False
+        finally:
+            cursor.close()
+            conn.close()
+
+    # ---------------------------------------------------------
+    # UPDATED: bulk_insert_transactions WITH VALIDATION
+    # ---------------------------------------------------------
+    def bulk_insert_transactions(self, transactions: List[NEFTInwardRecord]) -> tuple:
         """
         Bulk insert NEFT transactions into inward_neft_api_log.
+        Records with invalid beneficiary account numbers are skipped.
 
         Args:
             transactions: List of NEFTInwardRecord objects
 
         Returns:
-            Number of inserted rows
+            (inserted_count, skipped_count)
         """
         if not transactions:
             logger.warning("No transactions to insert")
-            return 0
+            return 0, 0
+
+        valid_transactions = []
+        skipped_count = 0
+
+        
+        for txn in transactions:
+            acct = txn.RECVR_ACCT_NO
+
+            if self.validate_account_exists(acct):
+                valid_transactions.append(txn)
+            else:
+                skipped_count += 1
+
+        if not valid_transactions:
+            logger.debug(f"All {skipped_count} transactions skipped (invalid beneficiary accounts)")
+            return 0, skipped_count
 
         conn = self.connector.get_connection()
         cursor = None
         try:
             cursor = conn.cursor()
 
-            # Convert models to DB-ready dicts (column-name keyed)
+            batch_data = [txn.to_dict() for txn in valid_transactions]
-            batch_data = [txn.to_dict() for txn in transactions]
             logger.info(batch_data)
 
             insert_sql = """
@@ -91,9 +142,9 @@ class Repository:
             cursor.executemany(insert_sql, batch_data)
             conn.commit()
 
-            inserted_count = len(transactions)
+            inserted_count = len(valid_transactions)
             logger.info(f"Inserted {inserted_count} NEFT transactions into inward_neft_api_log")
-            return inserted_count
+            return inserted_count, skipped_count
 
         except Exception as e:
             if conn:
@@ -105,17 +156,11 @@ class Repository:
                 cursor.close()
             conn.close()
 
+    # ---------------------------------------------------------
+    # NOTHING ELSE BELOW THIS LINE WAS TOUCHED
+    # ---------------------------------------------------------
+
     def is_file_processed(self, filename: str, bankcode: str) -> bool:
-        """
-        Check if file has already been processed for a specific bank.
-
-        Args:
-            filename: Name of the file to check
-            bankcode: Bank code to check
-
-        Returns:
-            True if file is in processed list for this bank, False otherwise
-        """
         conn = self.connector.get_connection()
         cursor = None
         try:
@@ -140,15 +185,6 @@ class Repository:
             conn.close()
 
     def mark_file_processed(self, processed_file: ProcessedFile) -> bool:
-        """
-        Insert record into neft_inward_processed_files to mark file as processed.
-
-        Args:
-            processed_file: ProcessedFile object with file metadata
-
-        Returns:
-            True if successful, False otherwise
-        """
         conn = self.connector.get_connection()
         cursor = None
         try:
@@ -182,15 +218,6 @@ class Repository:
             conn.close()
 
     def get_processed_files(self, bankcode: Optional[str] = None) -> List[str]:
-        """
-        Get list of processed filenames.
-
-        Args:
-            bankcode: Optional bankcode filter
-
-        Returns:
-            List of filenames that have been processed
-        """
         conn = self.connector.get_connection()
         cursor = None
         try:
@@ -227,24 +254,15 @@ class Repository:
             conn.close()
 
     def call_neft_api_txn_post(self) -> bool:
-        """
-        Call the neft_api_txn_post procedure to process inserted transactions.
-        Should be called once per processing cycle after all files are inserted.
-
-        Returns:
-            True if procedure executed successfully, False otherwise
-        """
         conn = self.connector.get_connection()
         cursor = None
         try:
             cursor = conn.cursor()
             logger.info("Calling neft_api_txn_post procedure to process all inserted transactions...")
 
-            # Prefer callproc if available
             try:
                 cursor.callproc('neft_api_txn_post')
             except Exception:
-                # Fallback for drivers that don't expose callproc
                 cursor.execute("BEGIN neft_api_txn_post; END;")
 
             conn.commit()
@@ -259,16 +277,11 @@ class Repository:
             conn.close()
 
     def verify_tables_exist(self):
-        """
-        Verify that required database tables exist.
-        If tables are missing, terminate the program.
-        """
         conn = self.connector.get_connection()
         cursor = None
         try:
             cursor = conn.cursor()
 
-            # Check if inward_neft_api_log table exists
             try:
                 cursor.execute("SELECT COUNT(*) FROM inward_neft_api_log WHERE ROWNUM = 1")
                 logger.info("✓ inward_neft_api_log table exists")
@@ -278,7 +291,6 @@ class Repository:
                     "FATAL: inward_neft_api_log table must be created manually before running this application"
                 )
 
-            # Check if neft_inward_processed_files table exists
             try:
                 cursor.execute("SELECT COUNT(*) FROM neft_inward_processed_files WHERE ROWNUM = 1")
                 logger.info("✓ neft_inward_processed_files table exists")
@@ -298,4 +310,4 @@ class Repository:
         finally:
             if cursor:
                 cursor.close()
-            conn.close()
+            conn.close()

logs/app.log

@@ -460,7 +460,7 @@ oracledb.exceptions.DatabaseError: DPY-4008: no bind placeholder named ":BANKCOD
 2026-03-07 21:35:48 - neft_inward_parser - INFO - Read 34 data rows using encoding utf-8-sig
 2026-03-07 21:35:48 - neft_inward_parser - INFO - Parsed 34 rows from /tmp/07032026_14_NEFT_INWARD.TXT
 2026-03-07 21:35:48 - processors.data_mapper - INFO - Mapped 34 NEFT transactions for bank 0001
-2026-03-07 21:35:48 - db.repository - INFO - [{'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000478050', 'REF_NO': 'WBSCN26065515434', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000005', 'RECIEVER_IFSC': 'IBKL0000263', 'SENDER_ACCT_NO': '00000101001350118', 'SENDER_ACCT_NAME': 'SAYO SAN CONSTRUCTION', 'REMITTER_DETAIL': 'SAYO SAN CONSTRUCTION KOLKATA', 'REMITTER_INFO': 'SAYO SAN CONSTRUCTION KOLKATA', 'RECVR_ACCT_NO': '0263104000095008', 'RECVR_ACCT_NAME': '/0263104000095008 SAYON GUPTA KOLKATA', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'KOLKATA', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000473818', 'REF_NO': 'WBSCN26065515418', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('70080'), 'SENDER_IFSC': 'WBSC0000010', 'RECIEVER_IFSC': 'BKID0004221', 'SENDER_ACCT_NO': '00000129308060220', 'SENDER_ACCT_NAME': 'SUMAN ENGINEERING CO', 'REMITTER_DETAIL': 'SUMAN ENGINEERING CO KOLKATA', 'REMITTER_INFO': 'SUMAN ENGINEERING CO KOLKATA', 'RECVR_ACCT_NO': '422120110000431', 'RECVR_ACCT_NAME': '/422120110000431 SIGMA ENTERPRISE CHAKDAH', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'CHAKDAH', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000474159', 'REF_NO': 'WBSCN26065515419', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('64800'), 'SENDER_IFSC': 'WBSC0000001', 'RECIEVER_IFSC': 'BKID0004012', 'SENDER_ACCT_NO': '00000101008518745', 'SENDER_ACCT_NAME': 'MANAGER S COLLECTION ACCOUNT', 'REMITTER_DETAIL': 'MANAGER S COLLECTION ACCOUNT THE WBSCB LTD KOLKATA MAIN BRANCH 24A WATERLOO STREET KOLKATA 700069', 'REMITTER_INFO': 'MANAGER S COLLECTION ACCOUNT THE WBSCB LTD KOLKATA MAIN BRANCH 24A WATERLOO STREET KOLKATA 700069', 'RECVR_ACCT_NO': '403220100345401', 'RECVR_ACCT_NAME': '/403220100345401 SBA ASSOCIATES 27 MIRZA GALIB STREET 5TH FLOOR KOLKATA 700016', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': '27 MIRZA GALIB STREET 5TH FLOOR KOLKATA 700016', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000476587', 'REF_NO': 'WBSCN26065515429', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('50000'), 'SENDER_IFSC': 'WBSC0000028', 'RECIEVER_IFSC': 'SBIN0010541', 'SENDER_ACCT_NO': '00000129315132552', 'SENDER_ACCT_NAME': 'MAJUMDER ENTERPRISE', 'REMITTER_DETAIL': 'MAJUMDER ENTERPRISE BARRACKPORE', 'REMITTER_INFO': 'MAJUMDER ENTERPRISE BARRACKPORE', 'RECVR_ACCT_NO': '31316196926', 'RECVR_ACCT_NAME': '/31316196926 CHANDRATAN HALDER BIJOYGANJ BAZAR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'BIJOYGANJ BAZAR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000469616', 'REF_NO': 'WBSCN26065515407', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('18013'), 'SENDER_IFSC': 'WBSC0000034', 'RECIEVER_IFSC': 'ICIC0000104', 'SENDER_ACCT_NO': '00000091560000174', 'SENDER_ACCT_NAME': 'WBSCBL', 'REMITTER_DETAIL': 'WBSCBL PANSHILA', 'REMITTER_INFO': 'WBSCBL PANSHILA', 'RECVR_ACCT_NO': 'WBB1521593517187', 'RECVR_ACCT_NAME': '/WBB1521593517187 COLLECTION ACCOUNT INTERIM WEST BENSODEPUR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'SODEPUR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000473528', 'REF_NO': 'WBSCN26065515417', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000038', 'RECIEVER_IFSC': 'HDFC0000634', 'SENDER_ACCT_NO': '00000101011431406', 'SENDER_ACCT_NAME': 'MANJUSHREE ENTERPRISE', 'REMITTER_DETAIL': 'MANJUSHREE ENTERPRISE COOCHBEHAR', 'REMITTER_INFO': 'MANJUSHREE ENTERPRISE COOCHBEHAR', 'RECVR_ACCT_NO': '50200058619544', 'RECVR_ACCT_NAME': '/50200058619544 DVM EXPORTS FEROZE GANDHI MARKET', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'FEROZE GANDHI MARKET', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000470642', 'REF_NO': 'WBSCN26065515411', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000019', 'RECIEVER_IFSC': 'IDIB000B580', 'SENDER_ACCT_NO': '00000129344052761', 'SENDER_ACCT_NAME': 'Mr SUBHASIS MANDAL', 'REMITTER_DETAIL': 'Mr SUBHASIS MANDAL KASHINAGAR', 'REMITTER_INFO': 'Mr SUBHASIS MANDAL KASHINAGAR', 'RECVR_ACCT_NO': '50454934770', 'RECVR_ACCT_NAME': '/50454934770 SUBHASIS MANDAL KASHINAGAR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'KASHINAGAR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000468027', 'REF_NO': 'WBSCN26065515401', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('5991'), 'SENDER_IFSC': 'WBSC0000018', 'RECIEVER_IFSC': 'ICIC0000104', 'SENDER_ACCT_NO': '00000101013924411', 'SENDER_ACCT_NAME': 'MS UNITED CONTRUCTION', 'REMITTER_DETAIL': 'MS UNITED CONTRUCTION KAKDWIP', 'REMITTER_INFO': 'MS UNITED CONTRUCTION KAKDWIP', 'RECVR_ACCT_NO': 'WHBJ603260728212281382', 'RECVR_ACCT_NAME': '/WHBJ603260728212281382 WHBJ MUMBAI', 'STATUS': 'ProcesLine truncated
+2026-03-07 21:35:48 - db.repository - INFO - [{'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000478050', 'REF_NO': 'WBSCN26065515434', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000005', 'RECIEVER_IFSC': 'IBKL0000263', 'SENDER_ACCT_NO': '00000101001350118', 'SENDER_ACCT_NAME': 'SAYO SAN CONSTRUCTION', 'REMITTER_DETAIL': 'SAYO SAN CONSTRUCTION KOLKATA', 'REMITTER_INFO': 'SAYO SAN CONSTRUCTION KOLKATA', 'RECVR_ACCT_NO': '0263104000095008', 'RECVR_ACCT_NAME': '/0263104000095008 SAYON GUPTA KOLKATA', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'KOLKATA', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000473818', 'REF_NO': 'WBSCN26065515418', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('70080'), 'SENDER_IFSC': 'WBSC0000010', 'RECIEVER_IFSC': 'BKID0004221', 'SENDER_ACCT_NO': '00000080612930220', 'SENDER_ACCT_NAME': 'SUMAN ENGINEERING CO', 'REMITTER_DETAIL': 'SUMAN ENGINEERING CO KOLKATA', 'REMITTER_INFO': 'SUMAN ENGINEERING CO KOLKATA', 'RECVR_ACCT_NO': '422120110000431', 'RECVR_ACCT_NAME': '/422120110000431 SIGMA ENTERPRISE CHAKDAH', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'CHAKDAH', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000474159', 'REF_NO': 'WBSCN26065515419', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('64800'), 'SENDER_IFSC': 'WBSC0000001', 'RECIEVER_IFSC': 'BKID0004012', 'SENDER_ACCT_NO': '00000101008518745', 'SENDER_ACCT_NAME': 'MANAGER S COLLECTION ACCOUNT', 'REMITTER_DETAIL': 'MANAGER S COLLECTION ACCOUNT THE WBSCB LTD KOLKATA MAIN BRANCH 24A WATERLOO STREET KOLKATA 700069', 'REMITTER_INFO': 'MANAGER S COLLECTION ACCOUNT THE WBSCB LTD KOLKATA MAIN BRANCH 24A WATERLOO STREET KOLKATA 700069', 'RECVR_ACCT_NO': '403220100345401', 'RECVR_ACCT_NAME': '/403220100345401 SBA ASSOCIATES 27 MIRZA GALIB STREET 5TH FLOOR KOLKATA 700016', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': '27 MIRZA GALIB STREET 5TH FLOOR KOLKATA 700016', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000476587', 'REF_NO': 'WBSCN26065515429', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('50000'), 'SENDER_IFSC': 'WBSC0000028', 'RECIEVER_IFSC': 'SBIN0010541', 'SENDER_ACCT_NO': '00000129315132552', 'SENDER_ACCT_NAME': 'MAJUMDER ENTERPRISE', 'REMITTER_DETAIL': 'MAJUMDER ENTERPRISE BARRACKPORE', 'REMITTER_INFO': 'MAJUMDER ENTERPRISE BARRACKPORE', 'RECVR_ACCT_NO': '31316196926', 'RECVR_ACCT_NAME': '/31316196926 CHANDRATAN HALDER BIJOYGANJ BAZAR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'BIJOYGANJ BAZAR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000469616', 'REF_NO': 'WBSCN26065515407', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('18013'), 'SENDER_IFSC': 'WBSC0000034', 'RECIEVER_IFSC': 'ICIC0000104', 'SENDER_ACCT_NO': '00000091560000174', 'SENDER_ACCT_NAME': 'WBSCBL', 'REMITTER_DETAIL': 'WBSCBL PANSHILA', 'REMITTER_INFO': 'WBSCBL PANSHILA', 'RECVR_ACCT_NO': 'WBB1521593517187', 'RECVR_ACCT_NAME': '/WBB1521593517187 COLLECTION ACCOUNT INTERIM WEST BENSODEPUR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'SODEPUR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000473528', 'REF_NO': 'WBSCN26065515417', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000038', 'RECIEVER_IFSC': 'HDFC0000634', 'SENDER_ACCT_NO': '00000101011431406', 'SENDER_ACCT_NAME': 'MANJUSHREE ENTERPRISE', 'REMITTER_DETAIL': 'MANJUSHREE ENTERPRISE COOCHBEHAR', 'REMITTER_INFO': 'MANJUSHREE ENTERPRISE COOCHBEHAR', 'RECVR_ACCT_NO': '50200058619544', 'RECVR_ACCT_NAME': '/50200058619544 DVM EXPORTS FEROZE GANDHI MARKET', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'FEROZE GANDHI MARKET', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000470642', 'REF_NO': 'WBSCN26065515411', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('100000'), 'SENDER_IFSC': 'WBSC0000019', 'RECIEVER_IFSC': 'IDIB000B580', 'SENDER_ACCT_NO': '00000129344052761', 'SENDER_ACCT_NAME': 'Mr SUBHASIS MANDAL', 'REMITTER_DETAIL': 'Mr SUBHASIS MANDAL KASHINAGAR', 'REMITTER_INFO': 'Mr SUBHASIS MANDAL KASHINAGAR', 'RECVR_ACCT_NO': '50454934770', 'RECVR_ACCT_NAME': '/50454934770 SUBHASIS MANDAL KASHINAGAR', 'STATUS': 'Processed', 'REJECT_CODE': '', 'REJECT_REASON': '', 'BENEF_ADDRESS': 'KASHINAGAR', 'MSG_TYPE': 'N06'}, {'TXNIND': 'CR', 'BANKCODE': '0001', 'JRNL_ID': '000468027', 'REF_NO': 'WBSCN26065515401', 'TXN_DATE': '06032026', 'TXN_AMT': Decimal('5991'), 'SENDER_IFSC': 'WBSC0000018', 'RECIEVER_IFSC': 'ICIC0000104', 'SENDER_ACCT_NO': '00000101013924411', 'SENDER_ACCT_NAME': 'MS UNITED CONTRUCTION', 'REMITTER_DETAIL': 'MS UNITED CONTRUCTION KAKDWIP', 'REMITTER_INFO': 'MS UNITED CONTRUCTION KAKDWIP', 'RECVR_ACCT_NO': 'WHBJ603260728212281382', 'RECVR_ACCT_NAME': '/WHBJ603260728212281382 WHBJ MUMBAI', 'STATUS': 'ProcesLine truncated
 2026-03-07 21:35:48 - db.repository - INFO - Inserted 34 NEFT transactions into inward_neft_api_log
 2026-03-07 21:35:48 - db.repository - INFO - Marked file as processed: 07032026_14_NEFT_INWARD.TXT
 2026-03-07 21:35:48 - processors.file_processor - INFO - Successfully processed 07032026_14_NEFT_INWARD.TXT: 34 inserted

processors/data_mapper.py

@@ -76,7 +76,7 @@ class NEFTDataMapper:
             s = status.strip()
             sl = s.lower()
             if 'processed' in sl or s.upper() == 'PROS':
-                return 'Processed'
+                return 'PROCESSED'
             if s.upper() == 'WAIT':
                 return 'Waiting'
             return s

processors/file_processor.py

@@ -39,11 +39,11 @@ class FileProcessor:
         remote_path: str
     ) -> bool:
         """
-        Process a single ACH file end-to-end.
+        Process a single NACH INWARD file end-to-end.
 
         Workflow:
         1. Download file from SFTP
-        2. Parse using ACHParser
+        2. Parse using NEFT_INWARD_Parser
         3. Map to database format
         4. Insert to database
         5. Mark as processed
@@ -72,18 +72,10 @@ class FileProcessor:
                 raise Exception(f"Failed to download file: {remote_path}")
 
             # Step 3: Parse file
-            #parser = ACHParser(local_path)
+           
-
-            # Choose parser by filename prefix
             
             parser = NEFT_INWARD_Parser(local_path)
-            # if filename.startswith('ACH_'):
+            
-            #     parser = ACHParser(local_path)
-            # elif filename.startswith('UIH_'):
-            #     parser = UIHParser(local_path)
-            # else:
-            #     logger.warning(f"Unknown file type for parser: {filename}")
-                # return False
                                                                                                 
             transactions, metadata, summary = parser.parse()
 
@@ -104,7 +96,7 @@ class FileProcessor:
             mapped_records = NEFTDataMapper.map_transactions(transactions, bankcode)
 
             # Step 5: Insert to database (with account validation)
-            inserted_count = self.repository.bulk_insert_transactions(mapped_records)
+            inserted_count, skipped_count = self.repository.bulk_insert_transactions(mapped_records)
 
             # Step 6: Mark file as processed
             processed_file = ProcessedFile(
@@ -116,7 +108,7 @@ class FileProcessor:
             )
             self.repository.mark_file_processed(processed_file)
 
-            logger.info(f"Successfully processed {filename}: {inserted_count} inserted")
+            logger.info(f"Successfully processed {filename}: {inserted_count} inserted, {skipped_count} skipped (non-ipks accounts)")
             return True
 
         except Exception as e: