Merge pull request 'dev-make-query-performant' (#16) from dev-make-query-performant into main

Reviewed-on: #16

.gitea/workflows/build.yaml

@@ -1,35 +1,41 @@
 name: Build
-on: push
+on:
+  push:
+    tags:
+    - '*'
 
 jobs:
-  # build-linux-binary:
-  #   runs-on: ubuntu-latest
-  #   steps:
-  #   - uses: actions/checkout@v4
-  #   - uses: actions/setup-python@v5
-  #     with:
-  #       python-version: '3.12.4'
-  #       cache: 'pip' # caching pip dependencies
-  #   - run: apt-get update
-  #   - run: apt-get install unixodbc -y
-  #   - run: pip install -r requirements.txt
-  #   - run: pyinstaller --noconfirm --onefile --console ${{ gitea.workspace }}/inex.py
-  #   - uses: softprops/action-gh-release@v2
-  #   - name: Release
-  #     uses: softprops/action-gh-release@v2
-  #     if: startsWith(gitea.ref, 'refs/tags/')
-  #     with:
-  #       files: ${{ gitea.workspace }}/dist/inex
+  build-linux-binary:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write # release changes require contents write
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-python@v5
+      with:
+        python-version: '3.12.4'
+        cache: 'pip' # caching pip dependencies
+    - run: lsb_release -a
+    - run: apt-get update
+    - run: apt-get install unixodbc -y
+    - run: pip install -r requirements.txt
+    - run: pyinstaller --noconfirm --onefile --console ${{ gitea.workspace }}/inex.py
+    - uses: softprops/action-gh-release@v2
+      with:
+        files: ${{ gitea.workspace }}/dist/inex
+
   build-windows-binary:
     runs-on: windows
     permissions:
       contents: write # release changes require contents write
     steps:
       - uses: actions/checkout@v4
-      - name: Upload Release Asset
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITEA_TOKEN }}
-        run: pip install -r requirements.txt
-        run: pyinstaller --noconfirm --onefile --console ${{ gitea.workspace }}/inex.py
-        # run: gh release upload <release_tag> <a_file>
-      
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.12.4'
+          cache: 'pip' # caching pip dependencies
+      - run: python -m pip install -r requirements.txt
+      - run: pyinstaller --noconfirm --onefile --console ${{ gitea.workspace }}/inex.py
+      - uses: softprops/action-gh-release@v2
+        with:
+          files: ${{ gitea.workspace }}/dist/inex.exe

LICENSE

@@ -209,7 +209,7 @@ If you develop a new program, and you want it to be of the greatest possible use
 To do so, attach the following notices to the program. It is safest to attach them to the start of each source file to most effectively state the exclusion of warranty; and each file should have at least the “copyright” line and a pointer to where the full notice is found.
 
      Inex
-     Copyright (C) 2024  jblu
+     Copyright (C) 2024  Jonathan Branan
 
      This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
 
@@ -221,7 +221,7 @@ Also add information on how to contact you by electronic and paper mail.
 
 If the program does terminal interaction, make it output a short notice like this when it starts in an interactive mode:
 
-     Inex  Copyright (C) 2024  jblu
+     Inex  Copyright (C) 2024  Jonathan Branan
      This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
      This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details.
 

config.toml.example

@@ -23,41 +23,19 @@ client_id = "eft-event-generator-confidential"
 secret = ""
 
 [database]
+overrideEmbeddedquery = false
 driver = "ODBC Driver 18 for SQL Server"
 server = "192.168.x.x"
 database = "EFTDB"
 user = "a"
 password = "a"
-query = """DECLARE	@stopTime DATETIME2
-SET @stopTime = DATEADD(DAY, -30, GETDATE())
-SELECT p.[ProtocolCommandID]
-      ,t.[Time_stamp]
-      ,p.[RemoteIP]
-      ,p.[RemotePort]
-      ,p.[LocalIP]
-      ,p.[LocalPort]
-      ,p.[Protocol]
-      ,p.[SiteName]
-      ,p.[Command]
-      ,p.[CommandParameters]
-      ,p.[FileName]
-      ,p.[VirtualFolderName]
-      ,p.[PhysicalFolderName]
-      ,p.[IsInternal]
-      ,p.[FileSize]
-      ,p.[TransferTime]
-      ,p.[BytesTransferred]
-      ,p.[ResultID]
-      ,t.[TransactionID]
-      ,p.[Description]
-      ,p.[Actor]
-	  ,t.ParentTransactionID
-	  ,t.TransactionObject
-	  ,t.NodeName
-	  ,t.TransactionGUID
-	  ,a.Protocol user_type
-  FROM [EFTDB].[dbo].[tbl_Transactions] t Full JOIN tbl_ProtocolCommands p ON (t.TransactionID = p.TransactionID) Full join tbl_Authentications a ON (t.TransactionID = a.TransactionID)
-  WHERE p.Time_stamp > @stopTime"""
+query = """DECLARE @stopTime DATETIME2
+SET @stopTime=DATEADD(DAY, -30, GETDATE())
+SELECT p.ProtocolCommandID, t.Time_stamp, p.RemoteIP, p.RemotePort, p.LocalIP, p.LocalPort, p.Protocol, p.SiteName, p.Command, p.FileName, p.VirtualFolderName, p.FileSize, p.TransferTime, p.BytesTransferred, p.Description, p.ResultID, t.TransactionID, p.Actor, t.TransactionObject, t.NodeName, t.TransactionGUID, a.Protocol user_type
+FROM tbl_Transactions t
+     Full JOIN tbl_ProtocolCommands p ON(t.TransactionID=p.TransactionID)
+     Full JOIN tbl_Authentications a ON(t.TransactionID=a.TransactionID)
+WHERE p.Time_stamp>@stopTime AND p.Command IS NOT NULL"""
 
 [immutables]
 prd_instance_id = 1

executable/config.toml.example

@@ -1,35 +0,0 @@
-[database]
-driver = "ODBC Driver 18 for SQL Server"
-server = "192.168.x.x"
-database = "EFTDB"
-user = "a"
-password = "a"
-query = """SELECT TOP (1) [ProtocolCommandID]
-      ,[Time_stamp]
-      ,[RemoteIP]
-      ,[RemotePort]
-      ,[LocalIP]
-      ,[LocalPort]
-      ,[Protocol]
-      ,[SiteName]
-      ,[Command]
-      ,[CommandParameters]
-      ,[FileName]
-      ,[VirtualFolderName]
-      ,[PhysicalFolderName]
-      ,[IsInternal]
-      ,[FileSize]
-      ,[TransferTime]
-      ,[BytesTransferred]
-      ,[ResultID]
-      ,[TransactionID]
-      ,[Description]
-      ,[Actor]
-  FROM [EFTDB].[dbo].[tbl_ProtocolCommands]"""
-[output]
-filename ="./data.json"
-
-[logging]
-use_log = true
-logLevel = "debug"
-logPath = "./inex.log"

inex.py

@@ -1,23 +1,21 @@
 import pyodbc
 import os
 import logging
-import datetime
 import tomllib
 from inexLogging import inexLog
 import inexConnect
 from inexDataModel import dataTemplate
 from inexDataProcessing import processData
 import json
-import decimal
 import requests
 import inexEncoder
+import inexSqlquery
 
 class Inex:
     def __init__(self):
         """Initilize config, calls functions from inex-connect.py and inex-logging.py"""
         # assign libraries
         self.db = pyodbc
-        self.tm = datetime
         self.il = logging
         self.ic = inexConnect
         self.r = requests
@@ -25,6 +23,7 @@ class Inex:
         self.os = os
         self.j = json
         self.e = inexEncoder.Encoder
+        self.sq = inexSqlquery
 
         if self.os.path.exists('./config.toml'):
             config_file_path = './config.toml'
@@ -32,24 +31,30 @@ class Inex:
                 self.config = self.tl.load(c)
         
         # set config
-        self.dbDriver = self.config["database"]["driver"]
-        self.dbServer = self.config["database"]["server"]
-        self.dbDatabase = self.config["database"]["database"]
-        self.dbUser = self.config["database"]["user"]
-        self.dbPassword = self.config["database"]["password"]
-        self.dbQuery = self.config["database"]["query"]
-        self.outputFile = self.config["output"]["filename"]
-        self.useLog = self.config["logging"]["useLog"]
-        self.logPath = self.config["logging"]["logPath"]
-        self.logLevel = self.config["logging"]["logLevel"]
-        self.prdInstanceID = self.config["immutables"]["prd_instance_id"]
-        self.productGUID = self.config["immutables"]["product_guid"]
-        self.productName = self.config["immutables"]["product_name"]
-        self.productVersion = self.config["immutables"]["product_version"]
-        self.tokenFilepath = self.config["output"]["token"]
-        self.selectedPlatform = self.config["fortraPlatform"]["selectedPlatform"]
-        self.writeJsonfile = self.config["output"]["dumpTojson"]
-        self.pushToplatform = self.config["output"]["pushToplatform"]
+        try:
+            if self.config:
+                self.dbDriver = self.config["database"]["driver"]
+                self.dbServer = self.config["database"]["server"]
+                self.dbDatabase = self.config["database"]["database"]
+                self.dbUser = self.config["database"]["user"]
+                self.dbPassword = self.config["database"]["password"]
+                self.dbQuery = self.config["database"]["query"]
+                self.outputFile = self.config["output"]["filename"]
+                self.useLog = self.config["logging"]["useLog"]
+                self.logPath = self.config["logging"]["logPath"]
+                self.logLevel = self.config["logging"]["logLevel"]
+                self.prdInstanceID = self.config["immutables"]["prd_instance_id"]
+                self.productGUID = self.config["immutables"]["product_guid"]
+                self.productName = self.config["immutables"]["product_name"]
+                self.productVersion = self.config["immutables"]["product_version"]
+                self.tokenFilepath = self.config["output"]["token"]
+                self.selectedPlatform = self.config["fortraPlatform"]["selectedPlatform"]
+                self.writeJsonfile = self.config["output"]["dumpTojson"]
+                self.pushToplatform = self.config["output"]["pushToplatform"]
+                self.queryOverride = self.config["database"]["overrideEmbeddedquery"]
+        except:
+            print("No config.toml. Please use example file and configure appropriately")
+            exit(1)
 
         if "dev" in self.selectedPlatform.lower():
             self.platformConfig = self.config["fortraPlatform"]["dev"]
@@ -57,15 +62,15 @@ class Inex:
             self.platformConfig = self.config["fortraPlatform"]["stage"]
         if "prod" in self.selectedPlatform.lower():
             self.platformConfig = self.config["fortraPlatform"]["prod"]
-        # print(self.platformConfig)
 
         #Setup logging
         inexLog(self)
 
         # create the connection to the database
-        self.cursor = self.ic.connectDatabase(self, self.db, self.dbDriver, self.dbServer, self.dbDatabase, self.dbUser, self.dbPassword)
+        self.cursor = self.ic.inexSql.connectDatabase(self, self.db, self.dbDriver, self.dbServer, self.dbDatabase, self.dbUser, self.dbPassword)
 
-        self.data = self.ic.databaseQuery(self, self.cursor, self.dbQuery)
+
+        self.data = self.ic.inexSql.databaseQuery(self, self.cursor, self.sq.sqlQuerymodel.queryData(self.queryOverride,self.dbQuery))
 
         self.modifiedData = processData(self.data, dataTemplate, prd_instance_id=self.prdInstanceID,\
                                          product_guid=self.productGUID,product_name=self.productName,product_version=self.productVersion)

inexConnect.py

@@ -1,45 +1,46 @@
-def connectDatabase(self, lib, driver, server, database, user, password):
-    """Connects to the database. Requires a windows driver to do so.
-    Typically there is one installed by default"""
+class inexSql:
+    def connectDatabase(self, lib, driver, server, database, user, password):
+        """Connects to the database. Requires a windows driver to do so.
+        Typically there is one installed by default"""
 
-    connectionString = f'DRIVER={{{driver}}};SERVER={server};DATABASE={database};UID={user};PWD={password};TrustServerCertificate=yes'
-    if self.useLog:
-        self.il.debug(f"Connection String: connectionString")
-        self.il.info(f"Connecting to {database}@{server} with driver[{driver}].")
-    try:
-        connection = lib.connect(connectionString)
-    except lib.Error as ex:
-        sqlstate = ex.args[1]
+        connectionString = f'DRIVER={{{driver}}};SERVER={server};DATABASE={database};UID={user};PWD={password};TrustServerCertificate=yes'
         if self.useLog:
-            self.il.error(sqlstate)
-    if self.useLog:
-        self.il.debug(f"Connected.")
-    cursor = connection.cursor()
-
-    return  cursor
-
-def databaseQuery(self, cursor, query, args=()):
-    if self.useLog:
-        self.il.debug(f"Query:")
-        self.il.debug(query)
-        self.il.info(f"Sending query:{query[0:20]}...")
-
-    try:
-        cur = cursor.execute(query, args)
-    except cur.Error as ex:
-        sqlstate = ex.args[1]
+            self.il.debug(f"Connection String: connectionString")
+            self.il.info(f"Connecting to {database}@{server} with driver[{driver}].")
+        try:
+            connection = lib.connect(connectionString)
+        except lib.Error as ex:
+            sqlstate = ex.args[1]
+            if self.useLog:
+                self.il.error(sqlstate)
         if self.useLog:
-            self.il.error(sqlstate)
-            
-    if self.useLog:
-        self.il.debug(f"Processing database response...")
-    r = [dict((cur.description[i][0], value) \
-               for i, value in enumerate(row)) for row in cur.fetchall()]
-    
-    cur.connection.close()
-    if self.useLog:
-        self.il.debug(f"Database connection closed")
-    return r
+            self.il.debug(f"Connected.")
+        cursor = connection.cursor()
+
+        return  cursor
+
+    def databaseQuery(self, cursor, query, args=()):
+        if self.useLog:
+            self.il.debug(f"Query:")
+            self.il.debug(query)
+            self.il.info(f"Sending query:{query[0:20]}...")
+
+        try:
+            cur = cursor.execute(query, args)
+        except cur.Error as ex:
+            sqlstate = ex.args[1]
+            if self.useLog:
+                self.il.error(sqlstate)
+
+        if self.useLog:
+            self.il.debug(f"Processing database response...")
+        r = [dict((cur.description[i][0], value) \
+                   for i, value in enumerate(row)) for row in cur.fetchall()]
+
+        cur.connection.close()
+        if self.useLog:
+            self.il.debug(f"Database connection closed")
+        return r
 
 class fortraEFC:
     def getToken(self):

inexDataModel.py

@@ -1,48 +1,129 @@
-def dataTemplate(**kwargs):
-    """Expects the following keyword arguments:
-    status,status_detail,status_code,file_size,file_path,file_virtual_path,file_name,
-    guid,ref_id,prd_instance_id,product_guid,product_name,product_version,node_name,
-    src_endpoint_port,src_endpoint_ip,dst_endpoint_port,dst_endpoint_ip,dst_endpoint_type,
-    session_uid,bytes_out,transfer_time,time,user_type,user_domain,user_name and utype.
-    """
-    template ={
-    "status": kwargs.get('status'),
-    "status_detail": kwargs.get('status_detail'),
-	"status_code": kwargs.get('status_code'),
-    "file": {
-        "size": kwargs.get('file_size'),
-        "path": kwargs.get('file_path'),
-        "virtual_path": kwargs.get('file_virtual_path'),
-        "name": kwargs.get('file_name')
-    },
-    "guid": kwargs.get('guid'),
-    "ref_id": kwargs.get('ref_id'),
-    "prd_instance_id": kwargs.get('prd_instance_id'),
-    "product_guid": kwargs.get('product_guid'),
-    "product_name": kwargs.get('product_name'),
-    "product_version": kwargs.get('product_version'),
-    "node_name":kwargs.get('node_name'),
-    "src_endpoint": {
-        "port": kwargs.get('src_endpoint_port'),
-        "ip": kwargs.get('src_endpoint_ip')
-    },
-	"dst_endpoint": {
+def dataTemplate(transactionType,**kwargs):
+    uploadDownload = {
+        "bytes" : kwargs.get('bytes_out'),
+        "dst_endpoint": { 
+            "port": kwargs.get('dst_endpoint_port'),
+            "ip": kwargs.get('dst_endpoint_ip'),
+            "type": kwargs.get('dst_endpoint_type')
+        },
+        "duration": kwargs.get('duration'),
+        "file": {
+            "created_time": kwargs.get('time'),
+            "size": kwargs.get('file_size'),
+            "name": kwargs.get('file_name'),
+            "path": kwargs.get('file_path')
+        },
+        "guid": kwargs.get('guid'),
+        "node_name": kwargs.get('node_name'),
+        "prd_ext_tenant_id": kwargs.get('tenant'),
+        "product_name": "GlobalScape EFT",
+        "prd_ext_tenant_name": "GlobalScape EFT",
+        "classifications": [{
+            "ref_id": f"globalscape:{kwargs.get('guid')}",
+            "time": kwargs.get('time'),
+        }],
+        "session": {
+           "created_time": kwargs.get('time'),
+           "uid": kwargs.get('session_uid')
+        },
+        "src_endpoint": {
+            "port": kwargs.get('src_endpoint_port'),
+            "ip": kwargs.get('src_endpoint_ip'),
+            "type": kwargs.get('src_endpoint_type')
+        },
+        "tenant": kwargs.get('tenant'),
+        "tenant_name":"GlobalScape",
+        "time": kwargs.get('time'),
+        "status_code": kwargs.get('status_code'),
+        "status_detail": kwargs.get('description'),
+        "user": {
+            "home_directory": kwargs.get('user_home_directory'),
+            "uuid": kwargs.get('guid'),
+            "uid": kwargs.get('uid'),
+            "type": kwargs.get('user_type'),
+            "name": kwargs.get('user_name')
+        },
+        "utype": kwargs.get('utype')
+    }
+   
+    fileDeleted = {
+        "file": {
+                "size": kwargs.get('file_size'),
+                "name": kwargs.get('file_name'),
+                "path": kwargs.get('file_path')
+        },
+        "guid": kwargs.get('guid'),
+        "classifications": [{
+            "ref_id": f"globalscape:{kwargs.get('guid')}",
+            "time": kwargs.get('time'),
+        }],
+        "prd_ext_tenant_name": "Globalscape EFT",
+        "prd_ext_tenant_id": kwargs.get('tenant'),
+        "product_name": "Globalscape EFT",
+        "session": {
+            "created_time": kwargs.get('time'),
+            "uid": kwargs.get('session_uid')
+        },
+        "src_endpoint": {
+            "port": kwargs.get('src_endpoint_port'),
+            "ip": kwargs.get('src_endpoint_ip'),
+            "type": kwargs.get('src_endpoint_type')
+        },
+        "dst_endpoint": {
+            "port": kwargs.get('dst_endpoint_port'),
+            "ip": kwargs.get('dst_endpoint_ip'),
+            "type": kwargs.get('dst_endpoint_type')
+        },
+        "time": kwargs.get('time'),
+        "user": {
+            "home_directory": kwargs.get('user_home_directory'),
+            "uuid": kwargs.get('guid'),
+            "uid": kwargs.get('uid'),
+            "type": kwargs.get('user_type'),
+            "name": kwargs.get('user_name')
+        },
+        "utype": kwargs.get('utype')
+    }
+    
+    logon ={
+    "classifications": [{
+        "ref_id": f"globalscape:{kwargs.get('guid')}",
+        "time": kwargs.get('time'),
+    }],
+    "dst_endpoint": {
         "port": kwargs.get('dst_endpoint_port'),
         "ip": kwargs.get('dst_endpoint_ip'),
         "type": kwargs.get('dst_endpoint_type')
     },
-    "session": {
-        "uid": kwargs.get('session_uid') 
+    "guid": kwargs.get('guid'),
+    "prd_ext_tenant_id": kwargs.get('tenant'),
+    "product_name": "GlobalScape EFT",
+    "prd_ext_tenant_name": "GlobalScape EFT",
+    "src_endpoint": {
+        "port": kwargs.get('src_endpoint_port'),
+        "ip": kwargs.get('src_endpoint_ip'),
+        "type": kwargs.get('src_endpoint_type')
     },
-	"bytes_out" : kwargs.get('bytes_out'),
-	"transfer_time" : kwargs.get('transfer_time'),
     "time": kwargs.get('time'),
     "user": {
+        "home_directory": kwargs.get('user_home_directory'),
+        "uuid": kwargs.get('guid'),
+        "uid": kwargs.get('uid'),
         "type": kwargs.get('user_type'),
-        "domain": kwargs.get('user_domain'),
         "name": kwargs.get('user_name')
     },
     "utype": kwargs.get('utype')
     }
 
+    if transactionType == "file_uploaded":
+        template = uploadDownload
+    if transactionType == "file_downloaded":
+        template = uploadDownload
+    if transactionType == "file_deleted":
+        template = fileDeleted
+    if transactionType == "user_logged_on":
+        template = logon
+    if transactionType == "other":
+        template = {}
+    
     return template

inexDataProcessing.py

@@ -1,34 +1,77 @@
 def processData(data, template, **kwargs):
+
     processedData = []
+    transactionLoginid = []
+
     for row in data:
         # print(f'Row: {row}')
-        processedData.append(template(status=row.get(''),\
-                            status_detail=row.get(''),\
-                            status_code=row.get('ResultID'),\
-                            file_size=row.get('FileSize'),\
-                            file_path=row.get('PhysicalFolderName'),\
-                            file_virtual_path=row.get('VirtualFolderName'),\
-                            file_name=row.get('FileName'),\
-                            guid=row.get('TransactionGUID'),\
-                            ref_id=row.get('ProtocolCommandID'),\
-                            prd_instance_id=kwargs.get('prd_instance_id'),\
-                            product_guid=kwargs.get('product_guid'),\
-                            product_name=kwargs.get('product_name'),\
-                            product_version=kwargs.get('product_version'),\
-                            node_name=row.get('NodeName'),\
-                            src_endpoint_port=row.get('RemotePort'),\
-                            src_endpoint_ip=row.get('RemoteIP'),\
-                            dst_endpoint_port=row.get('LocalPort'),\
-                            dst_endpoint_ip=row.get('LocalIP'),\
-                            dst_endpoint_type=row.get('Protocol'),\
-                            session_uid=row.get('TransactionID'),\
-                            bytes_out=row.get('BytesTransferred'),\
-                            transfer_time=row.get('TransferTime'),\
-                            time=row.get('Time_stamp'),\
-                            user_type=identifyUserType(row.get('user_type')),\
-                            user_domain=row.get('SiteName'),\
-                            user_name=row.get('Actor'),\
-                            utype=identifyUtype(row.get('TransactionObject'))))
+        if row.get('Command') == None:
+            continue
+        try:
+            processedData.append(template(identifyUtype(row.get('Command')),\
+                prd_ext_tenant_id='',\
+                status_code=row.get('ResultID'),\
+                file_size=row.get('FileSize'),\
+                file_path=row.get('PhysicalFolderName'),\
+                file_virtual_path=row.get('VirtualFolderName'),\
+                file_name=row.get('FileName'),\
+                guid=row.get('TransactionGUID'),\
+                ref_id=row.get('ProtocolCommandID'),\
+                prd_instance_id=kwargs.get('prd_instance_id'),\
+                product_guid=kwargs.get('product_guid'),\
+                product_name=kwargs.get('product_name'),\
+                product_version=kwargs.get('product_version'),\
+                node_name=row.get('NodeName'),\
+                src_endpoint_type=row.get('Protocol'),\
+                src_endpoint_port=row.get('RemotePort'),\
+                src_endpoint_ip=row.get('RemoteIP'),\
+                dst_endpoint_port=row.get('LocalPort'),\
+                dst_endpoint_ip=row.get('LocalIP'),\
+                dst_endpoint_type=row.get('Protocol'),\
+                session_uid=row.get('TransactionID'),\
+                bytes_out=row.get('BytesTransferred'),\
+                duration=row.get('TransferTime'),\
+                time=row.get('Time_stamp'),\
+                user_type=identifyUserType(row.get('user_type')),\
+                user_domain=row.get('SiteName'),\
+                user_name=row.get('Actor'),\
+                user_home_directory=row.get('VirtualFolderName'),\
+                description=row.get('Description'),\
+                utype=identifyUtype(row.get('Command'))))
+        except UnboundLocalError:
+            print(f'Problem row GUID:{row.get("TransactionGUID")} ::: TransactionObject:{row.get("TransactionObject")} Command: {row.get("Command")}')
+
+            continue
+
+        if row.get('TransactionGUID') not in transactionLoginid:
+            try:
+                processedData.append(template(identifyUtype(row.get('TransactionObject')),\
+                    guid=row.get('TransactionGUID'),\
+                    prd_instance_id=kwargs.get('prd_instance_id'),\
+                    product_guid=kwargs.get('product_guid'),\
+                    product_name=kwargs.get('product_name'),\
+                    product_version=kwargs.get('product_version'),\
+                    src_endpoint_type=row.get('Protocol'),\
+                    src_endpoint_port=row.get('RemotePort'),\
+                    src_endpoint_ip=row.get('RemoteIP'),\
+                    dst_endpoint_port=row.get('LocalPort'),\
+                    dst_endpoint_ip=row.get('LocalIP'),\
+                    dst_endpoint_type=row.get('Protocol'),\
+                    session_uid=row.get('TransactionID'),\
+                    bytes_out=row.get('BytesTransferred'),\
+                    transfer_time=row.get('TransferTime'),\
+                    time=row.get('Time_stamp'),\
+                    user_type=identifyUserType(row.get('user_type')),\
+                    user_domain=row.get('SiteName'),\
+                    user_name=row.get('Actor'),\
+                    user_home_directory=row.get('VirtualFolderName'),\
+                    utype=identifyUtype(row.get('TransactionObject'))\
+                    ))
+                transactionLoginid.append(row.get('TransactionGUID'))
+            except UnboundLocalError:
+                print(f'Problem row GUID:{row.get("TransactionGUID")} ::: TransactionObject:{row.get("TransactionObject")} Command: {row.get("Command")}')
+                continue
+
     return processedData
 
 def identifyUserType(obj):
@@ -40,10 +83,10 @@ def identifyUserType(obj):
     else:
         return None
 def identifyUtype(obj):
-    user_logged_on = []
-    file_deleted = []
-    file_uploaded = []
-    file_downloaded = []
+    user_logged_on = ['AUTH']
+    file_deleted = ["dele"]
+    file_uploaded = ["created"]
+    file_downloaded = ["sent"]
 
     if obj in user_logged_on:
         return "user_logged_on"
@@ -54,4 +97,4 @@ def identifyUtype(obj):
     if obj in file_downloaded:
         return "file_downloaded"
     else:
-        return None
+        return "other"

inexSqlquery.py

@@ -0,0 +1,11 @@
+class sqlQuerymodel:
+    def queryData(overRideflag, configQuery):
+        """Embedded query data"""
+        q ="""DECLARE @stopTime DATETIME2
+        SET @stopTime=DATEADD(DAY, -30, GETDATE())
+        SELECT p.ProtocolCommandID, t.Time_stamp, p.RemoteIP, p.RemotePort, p.LocalIP, p.LocalPort, p.Protocol, p.SiteName, p.Command, p.FileName, p.VirtualFolderName, p.FileSize, p.TransferTime, p.BytesTransferred, p.Description, p.ResultID, t.TransactionID, p.Actor, t.TransactionObject, t.NodeName, t.TransactionGUID, a.Protocol user_type
+        FROM tbl_Transactions t
+             Full JOIN tbl_ProtocolCommands p ON(t.TransactionID=p.TransactionID)
+             Full join tbl_Authentications a ON(t.TransactionID=a.TransactionID)
+        WHERE p.Time_stamp>@stopTime AND p.Command IS NOT NULL"""
+        return configQuery if overRideflag else q

test.py

@@ -9,4 +9,13 @@ def connectDatabase(driver, server, database, user, password):
 def converttimestamp(t):
     print(int(t.timestamp()* 1000))
 
-a = converttimestamp(datetime.datetime(2024, 7, 23, 14, 26, 38, 214000))
+def builddict(keys,*args,**kwargs):
+    dict = {}
+    for key in keys:
+        dict[key] = kwargs.get(key)
+    print(dict)
+
+testfolder = '/Usr/a/asdf/asf'
+user = 'a'
+
+print(testfolder.split(f"/{user}/"))