use custom number input box to replace the system input box

Change variable name from "en" to "es" to fix errors.

.eslintrc.js

@@ -1,16 +0,0 @@
-module.exports = {
-    'root': true,
-    'env': {
-        'node': true
-    },
-    'extends': [
-        'eslint:recommended',
-        'plugin:vue/vue3-essential'
-    ],
-    'rules': {
-        'vue/no-use-v-if-with-v-for': 'off',
-        'vue/valid-v-slot': ['error', {
-            allowModifiers: true,
-        }]
-    }
-}

.gitea/workflows/deploy.yml

@@ -0,0 +1,17 @@
+name: Deploy Docker Image
+
+on:
+  workflow_dispatch
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Execute custom script
+        run: |
+          cat >> deploy.sh <<EOF
+          #!/bin/sh
+          ${{ vars.CUSTOM_DEPLOY_SCRIPTS }}
+          EOF
+          chmod +x deploy.sh
+          ./deploy.sh

.gitea/workflows/docker-release.yml

@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@v5
         with:
           images: |
             ${{ secrets.DOCKER_REPO }}/mayswind/ezbookkeeping
@@ -24,10 +24,12 @@ jobs:
             type=raw,value=latest
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
+        with:
+          image: tonistiigi/binfmt:qemu-v8.1.5
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
 
       - name: Set up the environment
         run: |
@@ -44,7 +46,7 @@ jobs:
           chmod +x docker/custom-frontend-pre-setup.sh
 
       - name: Build and push
-        uses: docker/build-push-action@v4
+        uses: docker/build-push-action@v6
         with:
           file: Dockerfile
           context: .
@@ -52,5 +54,6 @@ jobs:
           push: true
           build-args: |
             RELEASE_BUILD=1
+            SKIP_TESTS=${{ vars.SKIP_TESTS }}
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}

.gitea/workflows/docker-snapshot.yml

@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@v5
         with:
           images: |
             ${{ secrets.DOCKER_REPO }}/mayswind/ezbookkeeping
@@ -24,10 +24,12 @@ jobs:
             type=sha,format=short,prefix=SNAPSHOT-
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
+        with:
+          image: tonistiigi/binfmt:qemu-v8.1.5
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
 
       - name: Set up the environment
         run: |
@@ -44,11 +46,13 @@ jobs:
           chmod +x docker/custom-frontend-pre-setup.sh
 
       - name: Build and push
-        uses: docker/build-push-action@v4
+        uses: docker/build-push-action@v6
         with:
           file: Dockerfile
           context: .
           platforms: ${{ vars.BUILD_SNAPSHOT_PLATFORMS }}
           push: true
+          build-args: |
+              SKIP_TESTS=${{ vars.SKIP_TESTS }}
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}

.github/workflows/docker-release.yml

@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@v5
         with:
           images: |
             ${{ secrets.DOCKER_USERNAME }}/ezbookkeeping
@@ -24,19 +24,21 @@ jobs:
             type=raw,value=latest
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
+        with:
+          image: tonistiigi/binfmt:qemu-v8.1.5
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
 
       - name: Login to DockerHub
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Build and push
-        uses: docker/build-push-action@v4
+        uses: docker/build-push-action@v6
         with:
           file: Dockerfile
           context: .
@@ -48,5 +50,6 @@ jobs:
           push: true
           build-args: |
             RELEASE_BUILD=1
+            SKIP_TESTS=${{ vars.SKIP_TESTS }}
           tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
+          labels: ${{ steps.meta.outputs.labels }}

.github/workflows/docker-snapshot.yml

@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@v5
         with:
           images: |
             ${{ secrets.DOCKER_USERNAME }}/ezbookkeeping
@@ -23,19 +23,21 @@ jobs:
             type=raw,value=latest-snapshot
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
+        with:
+          image: tonistiigi/binfmt:qemu-v8.1.5
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
 
       - name: Login to DockerHub
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Build and push
-        uses: docker/build-push-action@v4
+        uses: docker/build-push-action@v6
         with:
           file: Dockerfile
           context: .
@@ -45,5 +47,7 @@ jobs:
             linux/arm/v7
             linux/arm/v6
           push: true
+          build-args: |
+            SKIP_TESTS=${{ vars.SKIP_TESTS }}
           tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
+          labels: ${{ steps.meta.outputs.labels }}

.github/workflows/non-main-branch-build.yml

@@ -11,18 +11,20 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
       -
         name: Login to DockerHub
-        uses: docker/login-action@v1
+        uses: docker/login-action@v3
         with:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
       -
         name: Build
-        uses: docker/build-push-action@v2
+        uses: docker/build-push-action@v6
         with:
           file: Dockerfile
           context: .
           platforms: linux/amd64
-          push: false
+          push: false
+          build-args: |
+            SKIP_TESTS=${{ vars.SKIP_TESTS }}

Dockerfile

@@ -1,7 +1,9 @@
 # Build backend binary file
-FROM golang:1.22.8-alpine3.20 AS be-builder
+FROM golang:1.24.2-alpine3.21 AS be-builder
 ARG RELEASE_BUILD
+ARG SKIP_TESTS
 ENV RELEASE_BUILD=$RELEASE_BUILD
+ENV SKIP_TESTS=$SKIP_TESTS
 WORKDIR /go/src/github.com/mayswind/ezbookkeeping
 COPY . .
 RUN docker/backend-build-pre-setup.sh
@@ -9,7 +11,7 @@ RUN apk add git gcc g++ libc-dev
 RUN ./build.sh backend
 
 # Build frontend files
-FROM --platform=$BUILDPLATFORM node:20.18.0-alpine3.20 AS fe-builder
+FROM --platform=$BUILDPLATFORM node:22.15.0-alpine3.21 AS fe-builder
 ARG RELEASE_BUILD
 ENV RELEASE_BUILD=$RELEASE_BUILD
 WORKDIR /go/src/github.com/mayswind/ezbookkeeping
@@ -19,7 +21,7 @@ RUN apk add git
 RUN ./build.sh frontend
 
 # Package docker image
-FROM alpine:3.20.3
+FROM alpine:3.21.3
 LABEL maintainer="MaysWind <i@mayswind.net>"
 RUN addgroup -S -g 1000 ezbookkeeping && adduser -S -G ezbookkeeping -u 1000 ezbookkeeping
 RUN apk --no-cache add tzdata

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020-2024 MaysWind (i@mayswind.net)
+Copyright (c) 2020-2025 MaysWind (i@mayswind.net)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

README.md

@@ -6,32 +6,39 @@
 [![Latest Release](https://img.shields.io/github/release/mayswind/ezbookkeeping.svg?style=flat)](https://github.com/mayswind/ezbookkeeping/releases)
 
 ## Introduction
-ezBookkeeping is a lightweight personal bookkeeping app hosted by yourself. It can be deployed on almost all platforms, including Windows, macOS and Linux on x86, amd64 and ARM architectures. You can even deploy it on an raspberry device. It also supports many different databases, including sqlite and mysql. With docker, you can just deploy it via one command without complicated configuration.
+ezBookkeeping is a lightweight self-hosted personal bookkeeping app with user-friendly interface for both desktop and mobile devices. It supports PWA, you can [add the app homepage to the home screen](https://raw.githubusercontent.com/wiki/mayswind/ezbookkeeping/img/mobile/add_to_home_screen.gif) of your mobile device and use it just like a native app. It's easily to be deployed and configured, you can just deploy it by a single command via Docker. It supports almost all platforms, including Windows, macOS, and Linux, and is compatible with x86, amd64 and ARM hardware architectures. It only requires very few system resources, and you can even run it on a Raspberry Pi device.
 
 Online Demo: [https://ezbookkeeping-demo.mayswind.net](https://ezbookkeeping-demo.mayswind.net)
 
 ## Features
-1. Open source & Self-hosted
+1. Open Source & Self-Hosted
 2. Lightweight & Fast
-3. Easy to install
-    * Docker support
-    * Multiple database support (SQLite, MySQL, PostgreSQL, etc.)
-    * Multiple operation system & hardware support (Windows, macOS, Linux & x86, amd64, ARM)
-4. User-friendly interface
-    * Both desktop and mobile UI
-    * Close to native app experience (for mobile device)
-    * Two-level account & two-level category support
-    * Plentiful preset categories
-    * Geographic location and map support
-    * Searching & filtering history records
-    * Data statistics
+3. Easy Installation
+    * Support Docker
+    * Support multiple databases (SQLite, MySQL, PostgreSQL, etc.)
+    * Support multiple operation system & hardware architectures (Windows, macOS, Linux & x86, amd64, ARM)
+4. User-Friendly Interface
+    * Native UI for both desktop and mobile devices
+    * Support PWA, providing near-native experience for mobile devices
     * Dark theme
-5. Multiple currency support & automatically updating exchange rates
-6. Multiple timezone support
-7. Multi-language support
-8. Two-factor authentication
-9. Application lock (PIN code / WebAuthn)
-10. Data import & export
+5. Powerful Bookkeeping Features
+    * Support two-level account
+    * Support two-level transaction categories and predefined categories
+    * Support transaction pictures
+    * Support geographic location tracking and map
+    * Support recurring transactions
+    * Search and filter transaction records
+    * Data visualization and statistical analysis
+6. Localization Support
+    * Multi-language support
+    * Multi-currency support with automatic exchange rate updates from various financial institutions
+    * Multi-timezone support
+    * Customizable date, time, number and currency display formats
+7. Security & Reliability
+    * Two-factor authentication (2FA)
+    * Login rate limiting
+    * Application lock (PIN code / WebAuthn)
+8. Data Export & Import (CSV, OFX, QFX, QIF, IIF, GnuCash, FireFly III, Beancount, etc.)
 
 ## Screenshots
 ### Desktop Version
@@ -88,7 +95,7 @@ You can also build docker image, make sure you have [docker](https://www.docker.
 
 ## Documents
 1. [English](http://ezbookkeeping.mayswind.net)
-1. [简体中文 (Simplified Chinese)](http://ezbookkeeping.mayswind.net/zh_Hans)
+1. [中文 (简体)](http://ezbookkeeping.mayswind.net/zh_Hans)
 
 ## License
 [MIT](https://github.com/mayswind/ezbookkeeping/blob/master/LICENSE)

build.bat

@@ -3,6 +3,7 @@
 set "TYPE="
 set "NO_LINT=0"
 set "NO_TEST=0"
+set "SKIP_TESTS=%SKIP_TESTS%"
 set "RELEASE=%RELEASE_BUILD%"
 set "RELEASE_TYPE=unknown"
 set "VERSION="
@@ -56,7 +57,7 @@ goto :pre_parse_args
     echo     /r, --release           Build release (The script will use environment variable "RELEASE_BUILD" to detect whether this is release building by default)
     echo     /o, --output ^<filename^> Package file name (For "package" type only)
     echo     --no-lint               Do not execute lint check before building
-    echo     --no-test               Do not execute unit testing before building
+    echo     --no-test               Do not execute unit testing before building (You can use environment variable "SKIP_TESTS" to skip specified tests)
     echo     /h, --help              Show help
     goto :eof
 
@@ -139,7 +140,13 @@ goto :pre_parse_args
     if "%NO_TEST%"=="0" (
         echo Executing backend unit testing...
         call go clean -cache
-        call go test .\... -v
+
+        if "%SKIP_TESTS%"=="" (
+            call go test .\... -v
+        ) else (
+            echo (Skip unit test "%SKIP_TESTS%")
+            call go test .\... -v -skip "%SKIP_TESTS%"
+        )
 
         if !errorlevel! neq 0 (
             call :echo_red "Error: Failed to pass unit testing"

build.sh

@@ -3,6 +3,7 @@
 TYPE=""
 NO_LINT="0"
 NO_TEST="0"
+SKIP_TESTS="${SKIP_TESTS}"
 RELEASE=${RELEASE_BUILD:-"0"}
 RELEASE_TYPE="unknown"
 VERSION=""
@@ -43,7 +44,7 @@ Options:
     -o, --output <filename> Package file name (For "package" type only)
     -t, --tag               Docker tag (For "docker" type only)
     --no-lint               Do not execute lint check before building
-    --no-test               Do not execute unit testing before building
+    --no-test               Do not execute unit testing before building (You can use environment variable "SKIP_TESTS" to skip specified tests)
     -h, --help              Show help
 EOF
 }
@@ -137,7 +138,13 @@ build_backend() {
     if [ "$NO_TEST" = "0" ]; then
         echo "Executing backend unit testing..."
         go clean -cache
-        go test ./... -v
+
+        if [ -z "$SKIP_TESTS" ]; then
+            go test ./... -v
+        else
+            echo "(Skip unit test \"$SKIP_TESTS\")"
+            go test ./... -v -skip "$SKIP_TESTS"
+        fi
 
         if [ "$?" != "0" ]; then
             echo_red "Error: Failed to pass unit testing"

cmd/base.go

@@ -1,14 +1,16 @@
 package cmd
 
 import (
-	"github.com/urfave/cli/v2"
+	"context"
+
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 )
 
 func bindAction(fn core.CliHandlerFunc) cli.ActionFunc {
-	return func(cliCtx *cli.Context) error {
-		c := core.WrapCilContext(cliCtx)
+	return func(ctx context.Context, cmd *cli.Command) error {
+		c := core.WrapCilContext(ctx, cmd)
 		return fn(c)
 	}
 }

cmd/cron_jobs.go

@@ -3,7 +3,7 @@ package cmd
 import (
 	"fmt"
 
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/cron"
@@ -14,7 +14,7 @@ import (
 var CronJobs = &cli.Command{
 	Name:  "cron",
 	Usage: "ezBookkeeping cron job utilities",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "list",
 			Usage:  "List all enabled cron jobs",

cmd/database.go

@@ -1,7 +1,7 @@
 package cmd
 
 import (
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/datastore"
@@ -13,7 +13,7 @@ import (
 var Database = &cli.Command{
 	Name:  "database",
 	Usage: "ezBookkeeping database maintenance",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "update",
 			Usage:  "Update database structure",
@@ -133,5 +133,13 @@ func updateAllDatabaseTablesStructure(c *core.CliContext) error {
 
 	log.BootInfof(c, "[database.updateAllDatabaseTablesStructure] transaction picture table maintained successfully")
 
+	err = datastore.Container.UserDataStore.SyncStructs(new(models.UserCustomExchangeRate))
+
+	if err != nil {
+		return err
+	}
+
+	log.BootInfof(c, "[database.updateAllDatabaseTablesStructure] user custom exchange rate table maintained successfully")
+
 	return nil
 }

cmd/security.go

@@ -3,7 +3,7 @@ package cmd
 import (
 	"fmt"
 
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
@@ -13,7 +13,7 @@ import (
 var SecurityUtils = &cli.Command{
 	Name:  "security",
 	Usage: "ezBookkeeping security utilities",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "gen-secret-key",
 			Usage:  "Generate a random secret key",

cmd/user_data.go

@@ -4,7 +4,7 @@ import (
 	"fmt"
 	"os"
 
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	clis "github.com/mayswind/ezbookkeeping/pkg/cli"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -18,7 +18,7 @@ import (
 var UserData = &cli.Command{
 	Name:  "userdata",
 	Usage: "ezBookkeeping user data maintenance",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "user-add",
 			Usage:  "Add new user",
@@ -114,6 +114,63 @@ var UserData = &cli.Command{
 				},
 			},
 		},
+		{
+			Name:   "user-set-restrict-features",
+			Usage:  "Set restrictions of user features",
+			Action: bindAction(setUserFeatureRestriction),
+			Flags: []cli.Flag{
+				&cli.StringFlag{
+					Name:     "username",
+					Aliases:  []string{"n"},
+					Required: true,
+					Usage:    "Specific user name",
+				},
+				&cli.StringFlag{
+					Name:     "features",
+					Aliases:  []string{"t"},
+					Required: true,
+					Usage:    "Specific feature types (feature types separated by commas)",
+				},
+			},
+		},
+		{
+			Name:   "user-add-restrict-features",
+			Usage:  "Add restrictions of user features",
+			Action: bindAction(addUserFeatureRestriction),
+			Flags: []cli.Flag{
+				&cli.StringFlag{
+					Name:     "username",
+					Aliases:  []string{"n"},
+					Required: true,
+					Usage:    "Specific user name",
+				},
+				&cli.StringFlag{
+					Name:     "features",
+					Aliases:  []string{"t"},
+					Required: true,
+					Usage:    "Specific feature types (feature types separated by commas)",
+				},
+			},
+		},
+		{
+			Name:   "user-remove-restrict-features",
+			Usage:  "Remove restrictions of user features",
+			Action: bindAction(removeUserFeatureRestriction),
+			Flags: []cli.Flag{
+				&cli.StringFlag{
+					Name:     "username",
+					Aliases:  []string{"n"},
+					Required: true,
+					Usage:    "Specific user name",
+				},
+				&cli.StringFlag{
+					Name:     "features",
+					Aliases:  []string{"t"},
+					Required: true,
+					Usage:    "Specific feature types (feature types separated by commas)",
+				},
+			},
+		},
 		{
 			Name:   "user-resend-verify-email",
 			Usage:  "Resend user verify email",
@@ -192,6 +249,19 @@ var UserData = &cli.Command{
 				},
 			},
 		},
+		{
+			Name:   "user-session-new",
+			Usage:  "Create new session for user",
+			Action: bindAction(createNewUserToken),
+			Flags: []cli.Flag{
+				&cli.StringFlag{
+					Name:     "username",
+					Aliases:  []string{"n"},
+					Required: true,
+					Usage:    "Specific user name",
+				},
+			},
+		},
 		{
 			Name:   "user-session-clear",
 			Usage:  "Clear user all sessions",
@@ -423,6 +493,81 @@ func disableUser(c *core.CliContext) error {
 	return nil
 }
 
+func setUserFeatureRestriction(c *core.CliContext) error {
+	_, err := initializeSystem(c)
+
+	if err != nil {
+		return err
+	}
+
+	username := c.String("username")
+	featureRestriction := core.ParseUserFeatureRestrictions(c.String("features"))
+	err = clis.UserData.SetUserFeatureRestrictions(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.setUserFeatureRestriction] error occurs when setting user feature restriction")
+		return err
+	}
+
+	log.CliInfof(c, "[user_data.setUserFeatureRestriction] user \"%s\" has been set new feature restriction", username)
+
+	return nil
+}
+
+func addUserFeatureRestriction(c *core.CliContext) error {
+	_, err := initializeSystem(c)
+
+	if err != nil {
+		return err
+	}
+
+	username := c.String("username")
+	featureRestriction := core.ParseUserFeatureRestrictions(c.String("features"))
+
+	if featureRestriction < 1 {
+		log.CliErrorf(c, "[user_data.addUserFeatureRestriction] nothing has been modified")
+		return nil
+	}
+
+	err = clis.UserData.AddUserFeatureRestrictions(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.addUserFeatureRestriction] error occurs when adding user feature restriction")
+		return err
+	}
+
+	log.CliInfof(c, "[user_data.addUserFeatureRestriction] user \"%s\" has been add new feature restriction", username)
+
+	return nil
+}
+
+func removeUserFeatureRestriction(c *core.CliContext) error {
+	_, err := initializeSystem(c)
+
+	if err != nil {
+		return err
+	}
+
+	username := c.String("username")
+	featureRestriction := core.ParseUserFeatureRestrictions(c.String("features"))
+
+	if featureRestriction < 1 {
+		log.CliErrorf(c, "[user_data.removeUserFeatureRestriction] nothing has been modified")
+		return nil
+	}
+
+	err = clis.UserData.RemoveUserFeatureRestrictions(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.removeUserFeatureRestriction] error occurs when removing user feature restriction")
+		return err
+	}
+
+	log.CliInfof(c, "[user_data.removeUserFeatureRestriction] user \"%s\" has been removed new feature restriction", username)
+
+	return nil
+}
+
 func resendUserVerifyEmail(c *core.CliContext) error {
 	_, err := initializeSystem(c)
 
@@ -549,6 +694,27 @@ func listUserTokens(c *core.CliContext) error {
 	return nil
 }
 
+func createNewUserToken(c *core.CliContext) error {
+	_, err := initializeSystem(c)
+
+	if err != nil {
+		return err
+	}
+
+	username := c.String("username")
+	token, tokenString, err := clis.UserData.CreateNewUserToken(c, username)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.createNewUserToken] error occurs when creating user token")
+		return err
+	}
+
+	printTokenInfo(token)
+	fmt.Printf("[NewToken] %s\n", tokenString)
+
+	return nil
+}
+
 func clearUserTokens(c *core.CliContext) error {
 	_, err := initializeSystem(c)
 
@@ -626,7 +792,11 @@ func exportUserTransaction(c *core.CliContext) error {
 	filePath := c.String("file")
 	fileType := c.String("type")
 
-	if fileType != "" && fileType != "csv" && fileType != "tsv" {
+	if fileType == "" {
+		fileType = "csv"
+	}
+
+	if fileType != "csv" && fileType != "tsv" {
 		log.CliErrorf(c, "[user_data.exportUserTransaction] export file type is not supported")
 		return errs.ErrNotSupported
 	}
@@ -733,8 +903,10 @@ func printUserInfo(user *models.User) {
 	fmt.Printf("[DigitGroupingSymbol] %s (%d)\n", user.DigitGroupingSymbol, user.DigitGroupingSymbol)
 	fmt.Printf("[DigitGrouping] %s (%d)\n", user.DigitGrouping, user.DigitGrouping)
 	fmt.Printf("[CurrencyDisplayType] %s (%d)\n", user.CurrencyDisplayType, user.CurrencyDisplayType)
+	fmt.Printf("[CoordinateDisplayType] %s (%d)\n", user.CoordinateDisplayType, user.CoordinateDisplayType)
 	fmt.Printf("[ExpenseAmountColor] %s (%d)\n", user.ExpenseAmountColor, user.ExpenseAmountColor)
 	fmt.Printf("[IncomeAmountColor] %s (%d)\n", user.IncomeAmountColor, user.IncomeAmountColor)
+	fmt.Printf("[FeatureRestriction] %s (%d)\n", user.FeatureRestriction, user.FeatureRestriction)
 	fmt.Printf("[Deleted] %t\n", user.Deleted)
 	fmt.Printf("[EmailVerified] %t\n", user.EmailVerified)
 	fmt.Printf("[CreatedAt] %s (%d)\n", utils.FormatUnixTimeToLongDateTimeInServerTimezone(user.CreatedUnixTime), user.CreatedUnixTime)

cmd/utility.go

@@ -5,7 +5,7 @@ import (
 	"fmt"
 	"net"
 
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
@@ -18,7 +18,7 @@ import (
 var Utilities = &cli.Command{
 	Name:  "utility",
 	Usage: "ezBookkeeping utilities",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "parse-default-request-id",
 			Usage:  "Parse a request id which is generated by default request generator and show the details",

cmd/webserver.go

@@ -11,7 +11,7 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/gin-gonic/gin/binding"
 	"github.com/go-playground/validator/v10"
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/pkg/api"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -29,7 +29,7 @@ import (
 var WebServer = &cli.Command{
 	Name:  "server",
 	Usage: "ezBookkeeping web server operation",
-	Subcommands: []*cli.Command{
+	Commands: []*cli.Command{
 		{
 			Name:   "run",
 			Usage:  "Run ezBookkeeping web server",
@@ -103,6 +103,8 @@ func startWebServer(c *core.CliContext) error {
 	router.NoRoute(bindApi(api.Default.ApiNotFound))
 	router.NoMethod(bindApi(api.Default.MethodNotAllowed))
 
+	serverSettingsCacheStore := persistence.NewInMemoryStore(time.Minute)
+
 	router.StaticFile("/", filepath.Join(config.StaticRootPath, "index.html"))
 	router.Static("/js", filepath.Join(config.StaticRootPath, "js"))
 	router.Static("/css", filepath.Join(config.StaticRootPath, "css"))
@@ -114,12 +116,14 @@ func startWebServer(c *core.CliContext) error {
 	router.StaticFile("favicon.png", filepath.Join(config.StaticRootPath, "favicon.png"))
 	router.StaticFile("touchicon.png", filepath.Join(config.StaticRootPath, "touchicon.png"))
 	router.StaticFile("manifest.json", filepath.Join(config.StaticRootPath, "manifest.json"))
+	router.StaticFile("sw.js", filepath.Join(config.StaticRootPath, "sw.js"))
+	router.GET("/server_settings.js", bindCachedJs(api.ServerSettings.ServerSettingsJavascriptHandler, serverSettingsCacheStore))
 
-	mobileEntryRoute := router.Group("/mobile")
-	mobileEntryRoute.Use(bindMiddleware(middlewares.ServerSettingsCookie(config)))
-	{
-		mobileEntryRoute.StaticFile("/", filepath.Join(config.StaticRootPath, "mobile.html"))
+	for i := 0; i < len(workboxFileNames); i++ {
+		router.StaticFile("/"+workboxFileNames[i], filepath.Join(config.StaticRootPath, workboxFileNames[i]))
 	}
+
+	router.StaticFile("/mobile", filepath.Join(config.StaticRootPath, "mobile.html"))
 	router.Static("/mobile/js", filepath.Join(config.StaticRootPath, "js"))
 	router.Static("/mobile/css", filepath.Join(config.StaticRootPath, "css"))
 	router.Static("/mobile/img", filepath.Join(config.StaticRootPath, "img"))
@@ -129,16 +133,13 @@ func startWebServer(c *core.CliContext) error {
 	router.StaticFile("/mobile/touchicon.png", filepath.Join(config.StaticRootPath, "touchicon.png"))
 	router.StaticFile("/mobile/manifest.json", filepath.Join(config.StaticRootPath, "manifest.json"))
 	router.StaticFile("/mobile/sw.js", filepath.Join(config.StaticRootPath, "sw.js"))
+	router.GET("/mobile/server_settings.js", bindCachedJs(api.ServerSettings.ServerSettingsJavascriptHandler, serverSettingsCacheStore))
 
 	for i := 0; i < len(workboxFileNames); i++ {
 		router.StaticFile("/mobile/"+workboxFileNames[i], filepath.Join(config.StaticRootPath, workboxFileNames[i]))
 	}
 
-	desktopEntryRoute := router.Group("/desktop")
-	desktopEntryRoute.Use(bindMiddleware(middlewares.ServerSettingsCookie(config)))
-	{
-		desktopEntryRoute.StaticFile("/", filepath.Join(config.StaticRootPath, "desktop.html"))
-	}
+	router.StaticFile("/desktop", filepath.Join(config.StaticRootPath, "desktop.html"))
 	router.Static("/desktop/js", filepath.Join(config.StaticRootPath, "js"))
 	router.Static("/desktop/css", filepath.Join(config.StaticRootPath, "css"))
 	router.Static("/desktop/img", filepath.Join(config.StaticRootPath, "img"))
@@ -148,6 +149,7 @@ func startWebServer(c *core.CliContext) error {
 	router.StaticFile("/desktop/touchicon.png", filepath.Join(config.StaticRootPath, "touchicon.png"))
 	router.StaticFile("/desktop/manifest.json", filepath.Join(config.StaticRootPath, "manifest.json"))
 	router.StaticFile("/desktop/sw.js", filepath.Join(config.StaticRootPath, "sw.js"))
+	router.GET("/desktop/server_settings.js", bindCachedJs(api.ServerSettings.ServerSettingsJavascriptHandler, serverSettingsCacheStore))
 
 	for i := 0; i < len(workboxFileNames); i++ {
 		router.StaticFile("/desktop/"+workboxFileNames[i], filepath.Join(config.StaticRootPath, workboxFileNames[i]))
@@ -171,11 +173,6 @@ func startWebServer(c *core.CliContext) error {
 
 	router.GET("/healthz.json", bindApi(api.Healths.HealthStatusHandler))
 
-	if config.Mode == settings.MODE_DEVELOPMENT {
-		devRoute := router.Group("/dev")
-		devRoute.GET("/cookies", bindMiddleware(middlewares.ServerSettingsCookie(config)))
-	}
-
 	proxyRoute := router.Group("/proxy")
 	proxyRoute.Use(bindMiddleware(middlewares.JWTAuthorizationByQueryString))
 	{
@@ -304,6 +301,7 @@ func startWebServer(c *core.CliContext) error {
 			apiV1Route.POST("/accounts/hide.json", bindApi(api.Accounts.AccountHideHandler))
 			apiV1Route.POST("/accounts/move.json", bindApi(api.Accounts.AccountMoveHandler))
 			apiV1Route.POST("/accounts/delete.json", bindApi(api.Accounts.AccountDeleteHandler))
+			apiV1Route.POST("/accounts/sub_account/delete.json", bindApi(api.Accounts.SubAccountDeleteHandler))
 
 			// Transactions
 			apiV1Route.GET("/transactions/count.json", bindApi(api.Transactions.TransactionCountHandler))
@@ -318,8 +316,10 @@ func startWebServer(c *core.CliContext) error {
 			apiV1Route.POST("/transactions/delete.json", bindApi(api.Transactions.TransactionDeleteHandler))
 
 			if config.EnableDataImport {
+				apiV1Route.POST("/transactions/parse_dsv_file.json", bindApi(api.Transactions.TransactionParseImportDsvFileDataHandler))
 				apiV1Route.POST("/transactions/parse_import.json", bindApi(api.Transactions.TransactionParseImportFileHandler))
 				apiV1Route.POST("/transactions/import.json", bindApi(api.Transactions.TransactionImportHandler))
+				apiV1Route.GET("/transactions/import/process.json", bindApi(api.Transactions.TransactionImportProcessHandler))
 			}
 
 			// Transaction Pictures
@@ -342,6 +342,7 @@ func startWebServer(c *core.CliContext) error {
 			apiV1Route.GET("/transaction/tags/list.json", bindApi(api.TransactionTags.TagListHandler))
 			apiV1Route.GET("/transaction/tags/get.json", bindApi(api.TransactionTags.TagGetHandler))
 			apiV1Route.POST("/transaction/tags/add.json", bindApi(api.TransactionTags.TagCreateHandler))
+			apiV1Route.POST("/transaction/tags/add_batch.json", bindApi(api.TransactionTags.TagCreateBatchHandler))
 			apiV1Route.POST("/transaction/tags/modify.json", bindApi(api.TransactionTags.TagModifyHandler))
 			apiV1Route.POST("/transaction/tags/hide.json", bindApi(api.TransactionTags.TagHideHandler))
 			apiV1Route.POST("/transaction/tags/move.json", bindApi(api.TransactionTags.TagMoveHandler))
@@ -358,6 +359,8 @@ func startWebServer(c *core.CliContext) error {
 
 			// Exchange Rates
 			apiV1Route.GET("/exchange_rates/latest.json", bindApi(api.ExchangeRates.LatestExchangeRateHandler))
+			apiV1Route.POST("/exchange_rates/user_custom/update.json", bindApi(api.ExchangeRates.UserCustomExchangeRateUpdateHandler))
+			apiV1Route.POST("/exchange_rates/user_custom/delete.json", bindApi(api.ExchangeRates.UserCustomExchangeRateDeleteHandler))
 		}
 	}
 
@@ -420,6 +423,31 @@ func bindApiWithTokenUpdate(fn core.ApiHandlerFunc, config *settings.Config) gin
 	}
 }
 
+func bindEventStreamApi(fn core.EventStreamApiHandlerFunc) gin.HandlerFunc {
+	return func(ginCtx *gin.Context) {
+		c := core.WrapWebContext(ginCtx)
+		utils.SetEventStreamHeader(c)
+		err := fn(c)
+
+		if err != nil {
+			utils.WriteEventStreamJsonErrorResult(c, err)
+		}
+	}
+}
+
+func bindCachedJs(fn core.DataHandlerFunc, store persistence.CacheStore) gin.HandlerFunc {
+	return cache.CachePage(store, time.Minute, func(ginCtx *gin.Context) {
+		c := core.WrapWebContext(ginCtx)
+		result, _, err := fn(c)
+
+		if err != nil {
+			utils.PrintDataErrorResult(c, "text/javascript", err)
+		} else {
+			utils.PrintDataSuccessResult(c, "text/javascript", "", result)
+		}
+	})
+}
+
 func bindCsv(fn core.DataHandlerFunc) gin.HandlerFunc {
 	return func(ginCtx *gin.Context) {
 		c := core.WrapWebContext(ginCtx)

conf/ezbookkeeping.ini

@@ -180,6 +180,12 @@ email_verify_token_expired_time = 3600
 # Password reset token expired seconds (60 - 4294967295), default is 3600 (60 minutes)
 password_reset_token_expired_time = 3600
 
+# Maximum count of password / token check failures (0 - 4294967295) per IP per minute (use the above duplicate checker), default is 5, set to 0 to disable
+max_failures_per_ip_per_minute = 5
+
+# Maximum count of password / token check failures (0 - 4294967295) per user per minute (use the above duplicate checker), default is 5, set to 0 to disable
+max_failures_per_user_per_minute = 5
+
 # Add X-Request-Id header to response to track user request or error, default is true
 request_id_header = true
 
@@ -217,6 +223,21 @@ avatar_provider = internal
 # For "internal" avatar provider only, maximum allowed user avatar file size (1 - 4294967295 bytes)
 max_user_avatar_size = 1048576
 
+# The default feature restrictions after user registration (feature types separated by commas), leave blank for no restrictions
+# Supports the following feature types:
+# 1: Update Password
+# 2: Update Email
+# 3: Update Profile Basic Info
+# 4: Update Avatar
+# 5: Logout Other Session
+# 6: Enable Two-Factor Authentication
+# 7: Disable Enable Two-Factor Authentication
+# 8: Forget Password
+# 9: Import Transactions
+# 10: Export Transactions
+# 11: Clear All Data
+default_feature_restrictions =
+
 [data]
 # Set to true to allow users to export their data
 enable_export = true
@@ -227,13 +248,22 @@ enable_import = true
 # Maximum allowed import file size (1 - 4294967295 bytes)
 max_import_file_size = 10485760
 
+[tip]
+# Set to true to display custom tips in login page
+enable_tips_in_login_page = false
+
+# The custom tips displayed in login page, it supports multi-language configuration
+# Add an underscore and a language tag after the setting key to configure the notification content in that language, the same below
+# For example, login_page_tips_content_zh_hans means the notification content in Chinese (Simplified)
+login_page_tips_content =
+
 [notification]
 # Set to true to display custom notification in home page every time users register
 enable_notification_after_register = false
 
 # The notification content displayed each time users register, it supports multi-language configuration
 # Add an underscore and a language tag after the setting key to configure the notification content in that language, the same below
-# For example, after_login_notification_content_zh_hans means the notification content in Simplified Chinese
+# For example, after_login_notification_content_zh_hans means the notification content in Chinese (Simplified)
 after_register_notification_content =
 
 # Set to true to display custom notification in home page every time users login
@@ -291,7 +321,7 @@ amap_application_key =
 # "external_proxy": use an external proxy to request amap api (amap application secret should be set by external proxy)
 # "plain_text": append amap application secret to frontend request directly (insecurity for public network)
 # Please visit https://developer.amap.com/api/jsapi-v2/guide/abc/load for more information
-amap_security_verification_method = plain_text
+amap_security_verification_method = internal_proxy
 
 # For "amap" map provider only, Amap JavaScript API application secret, this setting must be provided when "amap_security_verification_method" is set to "internal_proxy" or "plain_text", please visit https://lbs.amap.com/api/javascript-api/guide/abc/prepare for more information
 amap_application_secret =
@@ -316,12 +346,24 @@ custom_map_tile_server_default_zoom_level = 14
 
 [exchange_rates]
 # Exchange rates data source, supports the following types:
-# "euro_central_bank": https://www.ecb.europa.eu/stats/policy_and_exchange_rates/euro_reference_exchange_rates/html/index.en.html
-# "bank_of_canada": https://www.bankofcanada.ca/rates/exchange/daily-exchange-rates/
 # "reserve_bank_of_australia": https://www.rba.gov.au/statistics/frequency/exchange-rates.html
+# "bank_of_canada": https://www.bankofcanada.ca/rates/exchange/daily-exchange-rates/
 # "czech_national_bank": https://www.cnb.cz/en/financial-markets/foreign-exchange-market/central-bank-exchange-rate-fixing/central-bank-exchange-rate-fixing/
+# "danmarks_national_bank": https://www.nationalbanken.dk/en/what-we-do/stable-prices-monetary-policy-and-the-danish-economy/exchange-rates
+# "euro_central_bank": https://www.ecb.europa.eu/stats/policy_and_exchange_rates/euro_reference_exchange_rates/html/index.en.html
+# "national_bank_of_georgia": https://nbg.gov.ge/en/monetary-policy/currency
+# "central_bank_of_hungary": https://www.mnb.hu/en/arfolyamok
+# "bank_of_israel": https://www.boi.org.il/en/economic-roles/financial-markets/exchange-rates/
+# "central_bank_of_myanmar": https://forex.cbm.gov.mm/index.php/fxrate
+# "norges_bank": https://www.norges-bank.no/en/topics/Statistics/exchange_rates/
 # "national_bank_of_poland": https://nbp.pl/en/statistic-and-financial-reporting/rates/
+# "national_bank_of_romania": https://www.bnr.ro/Exchange-rates-1224.aspx
+# "bank_of_russia": https://www.cbr.ru/eng/currency_base/daily/
+# "swiss_national_bank": https://www.snb.ch/en/the-snb/mandates-goals/statistics/statistics-pub/current_interest_exchange_rates
+# "national_bank_of_ukraine": https://bank.gov.ua/ua/markets/exchangerates
+# "central_bank_of_uzbekistan": https://cbu.uz/en/arkhiv-kursov-valyut/
 # "international_monetary_fund": https://www.imf.org/external/np/fin/data/param_rms_mth.aspx
+# "user_custom": users set their own exchange rates data in the UI
 data_source = euro_central_bank
 
 # Requesting exchange rates data timeout (0 - 4294967295 milliseconds)

eslint.config.mjs

@@ -0,0 +1,31 @@
+import pluginVue from 'eslint-plugin-vue';
+import vueTsEslintConfig from '@vue/eslint-config-typescript';
+
+export default [
+    ...pluginVue.configs['flat/essential'],
+    ...vueTsEslintConfig(),
+    {
+        languageOptions: {
+            parserOptions: {
+                projectService: true,
+                tsconfigRootDir: import.meta.dirname,
+            }
+        },
+    },
+    {
+        ignores: [
+            'dist/**',
+            '**/*.{js,jsx,cjs,mjs}'
+        ]
+    },
+    {
+        files: [
+            '**/*.{vue,ts,tsx,mts,js,jsx,cjs,mjs}'
+        ],
+        rules: {
+            'vue/valid-v-slot': ['error', {
+                allowModifiers: true
+            }]
+        }
+    },
+];

ezbookkeeping.go

@@ -1,12 +1,13 @@
 package main
 
 import (
+	"context"
 	"fmt"
 	"log"
 	"os"
 	"strings"
 
-	"github.com/urfave/cli/v2"
+	"github.com/urfave/cli/v3"
 
 	"github.com/mayswind/ezbookkeeping/cmd"
 	"github.com/mayswind/ezbookkeeping/pkg/settings"
@@ -28,7 +29,7 @@ func main() {
 	settings.Version = Version
 	settings.CommitHash = CommitHash
 
-	app := &cli.App{
+	cmd := &cli.Command{
 		Name:    "ezBookkeeping",
 		Usage:   "A lightweight personal bookkeeping app hosted by yourself.",
 		Version: GetFullVersion(),
@@ -52,7 +53,7 @@ func main() {
 		},
 	}
 
-	err := app.Run(os.Args)
+	err := cmd.Run(context.Background(), os.Args)
 
 	if err != nil {
 		log.Fatalf("Failed to run ezBookkeeping with %s: %v", os.Args, err)

go.mod

@@ -1,28 +1,30 @@
 module github.com/mayswind/ezbookkeeping
 
-go 1.22
+go 1.24
 
 require (
 	github.com/boombuler/barcode v1.0.2
 	github.com/extrame/xls v0.0.2-0.20200426124601-4a6cf263071b
-	github.com/gin-contrib/cache v1.3.0
-	github.com/gin-contrib/gzip v1.0.1
+	github.com/gin-contrib/cache v1.3.2
+	github.com/gin-contrib/gzip v1.2.3
 	github.com/gin-gonic/gin v1.10.0
-	github.com/go-co-op/gocron/v2 v2.11.0
-	github.com/go-playground/validator/v10 v10.22.0
-	github.com/go-sql-driver/mysql v1.8.1
-	github.com/golang-jwt/jwt/v5 v5.2.1
+	github.com/go-co-op/gocron/v2 v2.16.1
+	github.com/go-playground/validator/v10 v10.26.0
+	github.com/go-sql-driver/mysql v1.9.2
+	github.com/golang-jwt/jwt/v5 v5.2.2
 	github.com/lib/pq v1.10.9
-	github.com/mattn/go-sqlite3 v1.14.22
-	github.com/minio/minio-go/v7 v7.0.74
+	github.com/mattn/go-sqlite3 v1.14.28
+	github.com/minio/minio-go/v7 v7.0.91
 	github.com/patrickmn/go-cache v2.1.0+incompatible
 	github.com/pquerna/otp v1.4.0
 	github.com/sirupsen/logrus v1.9.3
-	github.com/stretchr/testify v1.9.0
-	github.com/urfave/cli/v2 v2.27.3
+	github.com/stretchr/testify v1.10.0
+	github.com/urfave/cli/v3 v3.2.0
 	github.com/wk8/go-ordered-map/v2 v2.1.8
-	golang.org/x/crypto v0.26.0
-	golang.org/x/text v0.17.0
+	github.com/xuri/excelize/v2 v2.9.0
+	golang.org/x/crypto v0.37.0
+	golang.org/x/net v0.39.0
+	golang.org/x/text v0.24.0
 	gopkg.in/ini.v1 v1.67.0
 	gopkg.in/mail.v2 v2.3.1
 	xorm.io/builder v0.3.13
@@ -34,53 +36,58 @@ require (
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/bradfitz/gomemcache v0.0.0-20230905024940-24af94b03874 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
-	github.com/bytedance/sonic v1.11.6 // indirect
-	github.com/bytedance/sonic/loader v0.1.1 // indirect
+	github.com/bytedance/sonic v1.13.2 // indirect
+	github.com/bytedance/sonic/loader v0.2.4 // indirect
 	github.com/chenzhuoyu/base64x v0.0.0-20230717121745-296ad89f973d // indirect
 	github.com/chenzhuoyu/iasm v0.9.1 // indirect
-	github.com/cloudwego/base64x v0.1.4 // indirect
+	github.com/cloudwego/base64x v0.1.5 // indirect
 	github.com/cloudwego/iasm v0.2.0 // indirect
-	github.com/cpuguy83/go-md2man/v2 v2.0.4 // indirect
+	github.com/cpuguy83/go-md2man/v2 v2.0.5 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/extrame/goyymmdd v0.0.0-20210114090516-7cc815f00d1a // indirect
 	github.com/extrame/ole2 v0.0.0-20160812065207-d69429661ad7 // indirect
-	github.com/gabriel-vasile/mimetype v1.4.3 // indirect
-	github.com/gin-contrib/sse v0.1.0 // indirect
+	github.com/gabriel-vasile/mimetype v1.4.8 // indirect
+	github.com/gin-contrib/sse v1.0.0 // indirect
 	github.com/go-ini/ini v1.67.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/goccy/go-json v0.10.3 // indirect
+	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/golang/snappy v0.0.4 // indirect
-	github.com/gomodule/redigo v1.8.9 // indirect
+	github.com/gomodule/redigo v1.9.2 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/jonboulle/clockwork v0.4.0 // indirect
+	github.com/jonboulle/clockwork v0.5.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/compress v1.17.9 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.8 // indirect
+	github.com/klauspost/compress v1.18.0 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.10 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/memcachier/mc/v3 v3.0.3 // indirect
+	github.com/minio/crc64nvme v1.0.1 // indirect
 	github.com/minio/md5-simd v1.1.2 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
-	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
+	github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/richardlehane/mscfb v1.0.4 // indirect
+	github.com/richardlehane/msoleps v1.0.4 // indirect
 	github.com/robfig/cron/v3 v3.0.1 // indirect
 	github.com/robfig/go-cache v0.0.0-20130306151617-9fc39e0dbf62 // indirect
-	github.com/rs/xid v1.5.0 // indirect
+	github.com/rs/xid v1.6.0 // indirect
 	github.com/russross/blackfriday/v2 v2.1.0 // indirect
 	github.com/syndtr/goleveldb v1.0.0 // indirect
 	github.com/tealeg/xlsx v1.0.5 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.12 // indirect
 	github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 // indirect
-	golang.org/x/arch v0.8.0 // indirect
+	github.com/xuri/efp v0.0.0-20240408161823-9ad904a10d6d // indirect
+	github.com/xuri/nfp v0.0.0-20240318013403-ab9948c2c4a7 // indirect
+	golang.org/x/arch v0.15.0 // indirect
 	golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8 // indirect
-	golang.org/x/net v0.26.0 // indirect
-	golang.org/x/sys v0.23.0 // indirect
-	google.golang.org/protobuf v1.34.1 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
 	gopkg.in/alexcesaro/quotedprintable.v3 v3.0.0-20150716171945-2caba252f4dc // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )

go.sum

@@ -12,21 +12,20 @@ github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMU
 github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
 github.com/bytedance/sonic v1.5.0/go.mod h1:ED5hyg4y6t3/9Ku1R6dU/4KyJ48DZ4jPhfY1O2AihPM=
 github.com/bytedance/sonic v1.10.0-rc/go.mod h1:ElCzW+ufi8qKqNW0FY314xriJhyJhuoJ3gFZdAHF7NM=
-github.com/bytedance/sonic v1.11.6 h1:oUp34TzMlL+OY1OUWxHqsdkgC/Zfc85zGqw9siXjrc0=
-github.com/bytedance/sonic v1.11.6/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
-github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
+github.com/bytedance/sonic v1.13.2 h1:8/H1FempDZqC4VqjptGo14QQlJx8VdZJegxs6wwfqpQ=
+github.com/bytedance/sonic v1.13.2/go.mod h1:o68xyaF9u2gvVBuGHPlUVCy+ZfmNNO5ETf1+KgkJhz4=
 github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
+github.com/bytedance/sonic/loader v0.2.4 h1:ZWCw4stuXUsn1/+zQDqeE7JKP+QO47tz7QCNan80NzY=
+github.com/bytedance/sonic/loader v0.2.4/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
 github.com/chenzhuoyu/base64x v0.0.0-20211019084208-fb5309c8db06/go.mod h1:DH46F32mSOjUmXrMHnKwZdA8wcEefY7UVqBKYGjpdQY=
 github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311/go.mod h1:b583jCggY9gE99b6G5LEC39OIiVsWj+R97kbl5odCEk=
 github.com/chenzhuoyu/base64x v0.0.0-20230717121745-296ad89f973d/go.mod h1:8EPpVsBuRksnlj1mLy4AWzRNQYxauNi62uWcE3to6eA=
 github.com/chenzhuoyu/iasm v0.9.0/go.mod h1:Xjy2NpN3h7aUqeqM+woSuuvxmIe6+DDsiNLIrkAmYog=
 github.com/chenzhuoyu/iasm v0.9.1/go.mod h1:Xjy2NpN3h7aUqeqM+woSuuvxmIe6+DDsiNLIrkAmYog=
-github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
-github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
-github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
+github.com/cloudwego/base64x v0.1.5 h1:XPciSp1xaq2VCSt6lF0phncD4koWyULpl5bUxbfCyP4=
+github.com/cloudwego/base64x v0.1.5/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
 github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
-github.com/cpuguy83/go-md2man/v2 v2.0.4 h1:wfIWP927BUkWJb2NmU/kNDYIBTh/ziUX91+lVfRxZq4=
-github.com/cpuguy83/go-md2man/v2 v2.0.4/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
+github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
@@ -39,53 +38,53 @@ github.com/extrame/ole2 v0.0.0-20160812065207-d69429661ad7/go.mod h1:GPpMrAfHdb8
 github.com/extrame/xls v0.0.2-0.20200426124601-4a6cf263071b h1:jqW/h4gcXYEB6kVf6iuxjU9ONWA0ugUB94TP9UNmgdg=
 github.com/extrame/xls v0.0.2-0.20200426124601-4a6cf263071b/go.mod h1:iACcgahst7BboCpIMSpnFs4SKyU9ZjsvZBfNbUxZOJI=
 github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
-github.com/gabriel-vasile/mimetype v1.4.3 h1:in2uUcidCuFcDKtdcBxlR0rJ1+fsokWf+uqxgUFjbI0=
-github.com/gabriel-vasile/mimetype v1.4.3/go.mod h1:d8uq/6HKRL6CGdk+aubisF/M5GcPfT7nKyLpA0lbSSk=
-github.com/gin-contrib/cache v1.3.0 h1:wEEw38uvb4rTraQJVpd9ex4ZotXNlc0fSaSUsuPXS/w=
-github.com/gin-contrib/cache v1.3.0/go.mod h1:EA63LrWGI5vwSI95TS5fgBrtxZ1tM2NKx+NrEeyEDcU=
-github.com/gin-contrib/gzip v1.0.1 h1:HQ8ENHODeLY7a4g1Au/46Z92bdGFl74OhxcZble9WJE=
-github.com/gin-contrib/gzip v1.0.1/go.mod h1:njt428fdUNRvjuJf16tZMYZ2Yl+WQB53X5wmhDwXvC4=
-github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
-github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
+github.com/gabriel-vasile/mimetype v1.4.8 h1:FfZ3gj38NjllZIeJAmMhr+qKL8Wu+nOoI3GqacKw1NM=
+github.com/gabriel-vasile/mimetype v1.4.8/go.mod h1:ByKUIKGjh1ODkGM1asKUbQZOLGrPjydw3hYPU2YU9t8=
+github.com/gin-contrib/cache v1.3.2 h1:MsMTuG4KMhD2SVq5ygSYRci3BYdb/Egvk8lLNIB53gM=
+github.com/gin-contrib/cache v1.3.2/go.mod h1:lnZv6QsBGSiqyB3rbNO2uVMWDBcMiZtHqH3Jlk57vaE=
+github.com/gin-contrib/gzip v1.2.3 h1:dAhT722RuEG330ce2agAs75z7yB+NKvX/ZM1r8w0u2U=
+github.com/gin-contrib/gzip v1.2.3/go.mod h1:ad72i4Bzmaypk8M762gNXa2wkxxjbz0icRNnuLJ9a/c=
+github.com/gin-contrib/sse v1.0.0 h1:y3bT1mUWUxDpW4JLQg/HnTqV4rozuW4tC9eFKTxYI9E=
+github.com/gin-contrib/sse v1.0.0/go.mod h1:zNuFdwarAygJBht0NTKiSi3jRf6RbqeILZ9Sp6Slhe0=
 github.com/gin-gonic/gin v1.10.0 h1:nTuyha1TYqgedzytsKYqna+DfLos46nTv2ygFy86HFU=
 github.com/gin-gonic/gin v1.10.0/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
-github.com/go-co-op/gocron/v2 v2.11.0 h1:IOowNA6SzwdRFnD4/Ol3Kj6G2xKfsoiiGq2Jhhm9bvE=
-github.com/go-co-op/gocron/v2 v2.11.0/go.mod h1:xY7bJxGazKam1cz04EebrlP4S9q4iWdiAylMGP3jY9w=
+github.com/go-co-op/gocron/v2 v2.16.1 h1:ux/5zxVRveCaCuTtNI3DiOk581KC1KpJbpJFYUEVYwo=
+github.com/go-co-op/gocron/v2 v2.16.1/go.mod h1:opexeOFy5BplhsKdA7bzY9zeYih8I8/WNJ4arTIFPVc=
 github.com/go-ini/ini v1.67.0 h1:z6ZrTEZqSWOTyH2FlglNbNgARyHG8oLW9gMELqKr06A=
 github.com/go-ini/ini v1.67.0/go.mod h1:ByCAeIL28uOIIG0E3PJtZPDL8WnHpFKFOtgjp+3Ies8=
 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
 github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
 github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
 github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
-github.com/go-playground/validator/v10 v10.22.0 h1:k6HsTZ0sTnROkhS//R0O+55JgM8C4Bx7ia+JlgcnOao=
-github.com/go-playground/validator/v10 v10.22.0/go.mod h1:dbuPbCMFw/DrkbEynArYaCwl3amGuJotoKCe95atGMM=
-github.com/go-sql-driver/mysql v1.8.1 h1:LedoTUt/eveggdHS9qUFC1EFSa8bU2+1pZjSRpvNJ1Y=
-github.com/go-sql-driver/mysql v1.8.1/go.mod h1:wEBSXgmK//2ZFJyE+qWnIsVGmvmEKlqwuVSjsCm7DZg=
-github.com/goccy/go-json v0.10.3 h1:KZ5WoDbxAIgm2HNbYckL0se1fHD6rz5j4ywS6ebzDqA=
-github.com/goccy/go-json v0.10.3/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M=
-github.com/golang-jwt/jwt/v5 v5.2.1 h1:OuVbFODueb089Lh128TAcimifWaLhJwVflnrgM17wHk=
-github.com/golang-jwt/jwt/v5 v5.2.1/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
+github.com/go-playground/validator/v10 v10.26.0 h1:SP05Nqhjcvz81uJaRfEV0YBSSSGMc/iMaVtFbr3Sw2k=
+github.com/go-playground/validator/v10 v10.26.0/go.mod h1:I5QpIEbmr8On7W0TktmJAumgzX4CA1XNl4ZmDuVHKKo=
+github.com/go-sql-driver/mysql v1.9.2 h1:4cNKDYQ1I84SXslGddlsrMhc8k4LeDVj6Ad6WRjiHuU=
+github.com/go-sql-driver/mysql v1.9.2/go.mod h1:qn46aNg1333BRMNU69Lq93t8du/dwxI64Gl8i5p1WMU=
+github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4=
+github.com/goccy/go-json v0.10.5/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M=
+github.com/golang-jwt/jwt/v5 v5.2.2 h1:Rl4B7itRWVtYIHFrSNd7vhTiz9UpLdi6gZhZ3wEeDy8=
+github.com/golang-jwt/jwt/v5 v5.2.2/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
 github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/snappy v0.0.0-20180518054509-2e65f85255db/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
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 github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
-github.com/gomodule/redigo v1.8.9 h1:Sl3u+2BI/kk+VEatbj0scLdrFhjPmbxOc1myhDP41ws=
-github.com/gomodule/redigo v1.8.9/go.mod h1:7ArFNvsTjH8GMMzB4uy1snslv2BwmginuMs06a1uzZE=
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 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
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-github.com/jonboulle/clockwork v0.4.0 h1:p4Cf1aMWXnXAUh8lVfewRBx1zaTSYKrKMF2g3ST4RZ4=
-github.com/jonboulle/clockwork v0.4.0/go.mod h1:xgRqUGwRcjKCO1vbZUEtSLrqKoPSsUpK7fnezOII0kc=
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+github.com/jonboulle/clockwork v0.5.0/go.mod h1:3mZlmanh0g2NDKO5TWZVJAfofYk64M7XN3SzBPjZF60=
 github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
 github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
-github.com/klauspost/compress v1.17.9 h1:6KIumPrER1LHsvBVuDa0r5xaG0Es51mhhB9BQB2qeMA=
-github.com/klauspost/compress v1.17.9/go.mod h1:Di0epgTjJY877eYKx5yC51cX2A2Vl2ibi7bDH9ttBbw=
+github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo=
+github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ=
 github.com/klauspost/cpuid/v2 v2.0.1/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
 github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
-github.com/klauspost/cpuid/v2 v2.2.8 h1:+StwCXwm9PdpiEkPyzBXIy+M9KUb4ODm0Zarf1kS5BM=
-github.com/klauspost/cpuid/v2 v2.2.8/go.mod h1:Lcz8mBdAVJIBVzewtcLocK12l3Y+JytZYpaMropDUws=
+github.com/klauspost/cpuid/v2 v2.2.10 h1:tBs3QSyvjDyFTq3uoc/9xFpCuOsJQFNPiAhYdw2skhE=
+github.com/klauspost/cpuid/v2 v2.2.10/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
 github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
@@ -98,37 +97,45 @@ github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0
 github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
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-github.com/mattn/go-sqlite3 v1.14.22 h1:2gZY6PC6kBnID23Tichd1K+Z0oS6nE/XwU+Vz/5o4kU=
-github.com/mattn/go-sqlite3 v1.14.22/go.mod h1:Uh1q+B4BYcTPb+yiD3kU8Ct7aC0hY9fxUwlHK0RXw+Y=
+github.com/mattn/go-sqlite3 v1.14.28 h1:ThEiQrnbtumT+QMknw63Befp/ce/nUPgBPMlRFEum7A=
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+github.com/minio/crc64nvme v1.0.1 h1:DHQPrYPdqK7jQG/Ls5CTBZWeex/2FMS3G5XGkycuFrY=
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 github.com/robfig/cron/v3 v3.0.1/go.mod h1:eQICP3HwyT7UooqI/z+Ov+PtYAWygg1TEWWzGIFLtro=
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 github.com/robfig/go-cache v0.0.0-20130306151617-9fc39e0dbf62/go.mod h1:65XQgovT59RWatovFwnwocoUxiI/eENTnOY5GK3STuY=
-github.com/rs/xid v1.5.0 h1:mKX4bl4iPYJtEIxp6CYiUuLQ/8DYMoz0PUdtGgMFRVc=
-github.com/rs/xid v1.5.0/go.mod h1:trrq9SKmegXys3aeAKXMUTdJsYXVwGY3RLcfgqegfbg=
-github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
+github.com/rs/xid v1.6.0 h1:fV591PaemRlL6JfRxGDEPl69wICngIQ3shQtzfy2gxU=
+github.com/rs/xid v1.6.0/go.mod h1:7XoLgs4eV+QndskICGsho+ADou8ySMSjJKDIan90Nz0=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
@@ -142,8 +149,8 @@ github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
 github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
 github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
-github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
-github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
+github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
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 github.com/syndtr/goleveldb v1.0.0/go.mod h1:ZVVdQEZoIme9iO1Ch2Jdy24qqXrMMOU6lpPAyBWyWuQ=
 github.com/tealeg/xlsx v1.0.5 h1:+f8oFmvY8Gw1iUXzPk+kz+4GpbDZPK1FhPiQRd+ypgE=
@@ -152,34 +159,37 @@ github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
 github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
 github.com/ugorji/go/codec v1.2.12/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
-github.com/urfave/cli/v2 v2.27.3 h1:/POWahRmdh7uztQ3CYnaDddk0Rm90PyOgIxgW2rr41M=
-github.com/urfave/cli/v2 v2.27.3/go.mod h1:m4QzxcD2qpra4z7WhzEGn74WZLViBnMpb1ToCAKdGRQ=
+github.com/urfave/cli/v3 v3.2.0 h1:m8WIXY0U9LCuUl5r+0fqLWDhNYWt6qvlW+GcF4EoXf8=
+github.com/urfave/cli/v3 v3.2.0/go.mod h1:FJSKtM/9AiiTOJL4fJ6TbMUkxBXn7GO9guZqoZtpYpo=
 github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
 github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
-github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 h1:gEOO8jv9F4OT7lGCjxCBTO/36wtF6j2nSip77qHd4x4=
 github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1/go.mod h1:Ohn+xnUBiLI6FVj/9LpzZWtj1/D6lUovWYBkxHVV3aM=
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-golang.org/x/crypto v0.26.0 h1:RrRspgV4mU+YwB4FYnuBoKsUapNIL5cohGAmSH3azsw=
-golang.org/x/crypto v0.26.0/go.mod h1:GY7jblb9wI+FOo5y8/S2oY4zWP07AkOJ4+jxCqdqn54=
-golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8 h1:yixxcjnhBmY0nkL253HFVIm0JsFHwrHdT3Yh6szTnfY=
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 golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
-golang.org/x/net v0.26.0 h1:soB7SVo0PWrY4vPW/+ay0jKDNScG2X9wFeYlXIvJsOQ=
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 golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.23.0 h1:YfKFowiIMvtgl1UERQoTPPToxltDeZfbj4H7dVUCwmM=
-golang.org/x/sys v0.23.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
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-golang.org/x/text v0.17.0 h1:XtiM5bkSOt+ewxlOE/aE/AKEHibwj/6gvWMl9Rsh0Qc=
-golang.org/x/text v0.17.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
-google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
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+google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
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 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

package.json

@@ -1,6 +1,6 @@
 {
   "name": "ezbookkeeping",
-  "version": "0.6.0",
+  "version": "0.9.0",
   "private": true,
   "repository": {
     "type": "git",
@@ -15,49 +15,58 @@
     "serve": "cross-env NODE_ENV=development vite",
     "build": "cross-env NODE_ENV=production vite build",
     "serve:dist": "vite preview",
-    "lint": "eslint . --ext .vue,.js,.jsx,.cjs,.mjs --fix --ignore-path .gitignore"
+    "lint": "tsc --noEmit && eslint . --fix"
   },
   "dependencies": {
     "@mdi/js": "^7.4.47",
-    "@vuepic/vue-datepicker": "^9.0.1",
-    "axios": "^1.7.3",
+    "@vuepic/vue-datepicker": "^11.0.2",
+    "axios": "^1.9.0",
     "cbor-js": "^0.1.0",
     "clipboard": "^2.0.11",
     "crypto-js": "^4.2.0",
     "dom7": "^4.0.6",
-    "echarts": "^5.5.1",
-    "framework7": "^8.3.3",
+    "echarts": "^5.6.0",
+    "framework7": "^8.3.4",
     "framework7-icons": "^5.0.5",
-    "framework7-vue": "^8.3.3",
-    "js-cookie": "^3.0.5",
+    "framework7-vue": "^8.3.4",
     "leaflet": "^1.9.4",
     "line-awesome": "^1.3.0",
     "moment": "^2.30.1",
-    "moment-timezone": "^0.5.45",
-    "pinia": "^2.2.1",
+    "moment-timezone": "^0.5.48",
+    "pinia": "^3.0.2",
     "register-service-worker": "^1.7.2",
     "skeleton-elements": "^4.0.1",
     "swiper": "^10.2.0",
-    "ua-parser-js": "^1.0.38",
-    "vue": "^3.4.37",
-    "vue-echarts": "^6.7.3",
-    "vue-i18n": "^9.13.1",
-    "vue-router": "^4.4.3",
+    "ua-parser-js": "^1.0.39",
+    "vue": "^3.5.13",
+    "vue-echarts": "^7.0.3",
+    "vue-i18n": "^11.1.3",
+    "vue-router": "^4.5.1",
     "vue3-perfect-scrollbar": "^2.0.0",
     "vuedraggable": "^4.1.0",
-    "vuetify": "^3.6.13"
+    "vuetify": "^3.8.2"
   },
   "devDependencies": {
-    "@vitejs/plugin-vue": "^5.0.5",
+    "@tsconfig/node22": "^22.0.1",
+    "@types/cbor-js": "^0.1.1",
+    "@types/crypto-js": "^4.2.2",
+    "@types/git-rev-sync": "^2.0.2",
+    "@types/node": "^22.15.2",
+    "@types/ua-parser-js": "^0.7.39",
+    "@vitejs/plugin-vue": "^5.2.3",
+    "@vue/eslint-config-typescript": "^14.5.0",
+    "@vue/tsconfig": "^0.7.0",
     "cross-env": "^7.0.3",
-    "eslint": "^8.57.0",
-    "eslint-plugin-vue": "^9.27.0",
+    "eslint": "^9.25.1",
+    "eslint-plugin-vue": "^10.0.0",
     "git-rev-sync": "^3.0.2",
-    "postcss-preset-env": "^9.5.16",
-    "sass": "^1.77.6",
-    "vite": "^5.3.3",
-    "vite-plugin-pwa": "^0.20.0",
-    "vite-plugin-vuetify": "^2.0.3"
+    "postcss-preset-env": "^10.1.6",
+    "sass": "^1.87.0",
+    "typescript": "^5.8.3",
+    "vite": "^6.3.3",
+    "vite-plugin-pwa": "^1.0.0",
+    "vite-plugin-vuetify": "^2.1.1",
+    "vue-tsc": "^2.2.10"
   },
   "browserslist": [
     "> 1%",

pkg/api/accounts.go

@@ -28,6 +28,9 @@ var (
 			container: settings.Container,
 		},
 		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
 			container: duplicatechecker.Container,
 		},
 		accounts: services.Accounts,
@@ -159,6 +162,11 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.ErrAccountCategoryInvalid
 	}
 
+	if accountCreateReq.Category != models.ACCOUNT_CATEGORY_CREDIT_CARD && accountCreateReq.CreditCardStatementDate != 0 {
+		log.Warnf(c, "[accounts.AccountCreateHandler] cannot set statement date with category \"%d\"", accountCreateReq.Category)
+		return nil, errs.ErrCannotSetStatementDateForNonCreditCard
+	}
+
 	if accountCreateReq.Type == models.ACCOUNT_TYPE_SINGLE_ACCOUNT {
 		if len(accountCreateReq.SubAccounts) > 0 {
 			log.Warnf(c, "[accounts.AccountCreateHandler] account cannot have any sub-accounts")
@@ -169,6 +177,11 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 			log.Warnf(c, "[accounts.AccountCreateHandler] account cannot set currency placeholder")
 			return nil, errs.ErrAccountCurrencyInvalid
 		}
+
+		if accountCreateReq.Balance != 0 && accountCreateReq.BalanceTime <= 0 {
+			log.Warnf(c, "[accounts.AccountCreateHandler] account balance time is not set")
+			return nil, errs.ErrAccountBalanceTimeNotSet
+		}
 	} else if accountCreateReq.Type == models.ACCOUNT_TYPE_MULTI_SUB_ACCOUNTS {
 		if len(accountCreateReq.SubAccounts) < 1 {
 			log.Warnf(c, "[accounts.AccountCreateHandler] account does not have any sub-accounts")
@@ -189,19 +202,29 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 			subAccount := accountCreateReq.SubAccounts[i]
 
 			if subAccount.Category != accountCreateReq.Category {
-				log.Warnf(c, "[accounts.AccountCreateHandler] category of sub-account not equals to parent")
+				log.Warnf(c, "[accounts.AccountCreateHandler] category of sub-account#%d not equals to parent", i)
 				return nil, errs.ErrSubAccountCategoryNotEqualsToParent
 			}
 
 			if subAccount.Type != models.ACCOUNT_TYPE_SINGLE_ACCOUNT {
-				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account type invalid")
+				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account#%d type invalid", i)
 				return nil, errs.ErrSubAccountTypeInvalid
 			}
 
 			if subAccount.Currency == validators.ParentAccountCurrencyPlaceholder {
-				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account cannot set currency placeholder")
+				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account#%d cannot set currency placeholder", i)
 				return nil, errs.ErrAccountCurrencyInvalid
 			}
+
+			if subAccount.Balance != 0 && subAccount.BalanceTime <= 0 {
+				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account#%d balance time is not set", i)
+				return nil, errs.ErrAccountBalanceTimeNotSet
+			}
+
+			if subAccount.CreditCardStatementDate != 0 {
+				log.Warnf(c, "[accounts.AccountCreateHandler] sub-account#%d cannot set statement date", i)
+				return nil, errs.ErrCannotSetStatementDateForSubAccount
+			}
 		}
 	} else {
 		log.Warnf(c, "[accounts.AccountCreateHandler] account type invalid, type is %d", accountCreateReq.Type)
@@ -216,8 +239,8 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	mainAccount := a.createNewAccountModel(uid, &accountCreateReq, maxOrderId+1)
-	childrenAccounts := a.createSubAccountModels(uid, &accountCreateReq)
+	mainAccount := a.createNewAccountModel(uid, &accountCreateReq, false, maxOrderId+1)
+	childrenAccounts, childrenAccountBalanceTimes := a.createSubAccountModels(uid, &accountCreateReq)
 
 	if a.CurrentConfig().EnableDuplicateSubmissionsCheck && accountCreateReq.ClientSessionId != "" {
 		found, remark := a.GetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_ACCOUNT, uid, accountCreateReq.ClientSessionId)
@@ -255,7 +278,7 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 		}
 	}
 
-	err = a.accounts.CreateAccounts(c, mainAccount, childrenAccounts, utcOffset)
+	err = a.accounts.CreateAccounts(c, mainAccount, accountCreateReq.BalanceTime, childrenAccounts, childrenAccountBalanceTimes, utcOffset)
 
 	if err != nil {
 		log.Errorf(c, "[accounts.AccountCreateHandler] failed to create account \"id:%d\" for user \"uid:%d\", because %s", mainAccount.AccountId, uid, err.Error())
@@ -264,7 +287,7 @@ func (a *AccountsApi) AccountCreateHandler(c *core.WebContext) (any, *errs.Error
 
 	log.Infof(c, "[accounts.AccountCreateHandler] user \"uid:%d\" has created a new account \"id:%d\" successfully", uid, mainAccount.AccountId)
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_ACCOUNT, uid, accountCreateReq.ClientSessionId, utils.Int64ToString(mainAccount.AccountId))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_ACCOUNT, uid, accountCreateReq.ClientSessionId, utils.Int64ToString(mainAccount.AccountId))
 	accountInfoResp := mainAccount.ToAccountInfoResponse()
 
 	if len(childrenAccounts) > 0 {
@@ -288,11 +311,27 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
 	}
 
+	if accountModifyReq.Id <= 0 {
+		return nil, errs.ErrAccountIdInvalid
+	}
+
+	utcOffset, err := c.GetClientTimezoneOffset()
+
+	if err != nil {
+		log.Warnf(c, "[accounts.AccountModifyHandler] cannot get client timezone offset, because %s", err.Error())
+		return nil, errs.ErrClientTimezoneOffsetInvalid
+	}
+
 	if accountModifyReq.Category < models.ACCOUNT_CATEGORY_CASH || accountModifyReq.Category > models.ACCOUNT_CATEGORY_CERTIFICATE_OF_DEPOSIT {
 		log.Warnf(c, "[accounts.AccountModifyHandler] account category invalid, category is %d", accountModifyReq.Category)
 		return nil, errs.ErrAccountCategoryInvalid
 	}
 
+	if accountModifyReq.Category != models.ACCOUNT_CATEGORY_CREDIT_CARD && accountModifyReq.CreditCardStatementDate != 0 {
+		log.Warnf(c, "[accounts.AccountModifyHandler] cannot set statement date with category \"%d\"", accountModifyReq.Category)
+		return nil, errs.ErrCannotSetStatementDateForNonCreditCard
+	}
+
 	uid := c.GetCurrentUid()
 	accountAndSubAccounts, err := a.accounts.GetAccountAndSubAccountsByAccountId(c, uid, accountModifyReq.Id)
 
@@ -302,37 +341,143 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 	}
 
 	accountMap := a.accounts.GetAccountMapByList(accountAndSubAccounts)
+	mainAccount, exists := accountMap[accountModifyReq.Id]
 
-	if _, exists := accountMap[accountModifyReq.Id]; !exists {
+	if !exists {
 		return nil, errs.ErrAccountNotFound
 	}
 
-	if len(accountModifyReq.SubAccounts)+1 != len(accountAndSubAccounts) {
-		return nil, errs.ErrCannotAddOrDeleteSubAccountsWhenModify
+	if accountModifyReq.Currency != nil && mainAccount.Currency != *accountModifyReq.Currency {
+		return nil, errs.ErrNotSupportedChangeCurrency
+	}
+
+	if accountModifyReq.Balance != nil {
+		return nil, errs.ErrNotSupportedChangeBalance
+	}
+
+	if accountModifyReq.BalanceTime != nil {
+		return nil, errs.ErrNotSupportedChangeBalanceTime
+	}
+
+	if mainAccount.Type == models.ACCOUNT_TYPE_SINGLE_ACCOUNT {
+		if len(accountModifyReq.SubAccounts) > 0 {
+			log.Warnf(c, "[accounts.AccountModifyHandler] account cannot have any sub-accounts")
+			return nil, errs.ErrAccountCannotHaveSubAccounts
+		}
+	} else if mainAccount.Type == models.ACCOUNT_TYPE_MULTI_SUB_ACCOUNTS {
+		if len(accountModifyReq.SubAccounts) < 1 {
+			log.Warnf(c, "[accounts.AccountModifyHandler] account does not have any sub-accounts")
+			return nil, errs.ErrAccountHaveNoSubAccount
+		}
+
+		for i := 0; i < len(accountModifyReq.SubAccounts); i++ {
+			subAccountReq := accountModifyReq.SubAccounts[i]
+
+			if subAccountReq.Category != accountModifyReq.Category {
+				log.Warnf(c, "[accounts.AccountModifyHandler] category of sub-account#%d not equals to parent", i)
+				return nil, errs.ErrSubAccountCategoryNotEqualsToParent
+			}
+
+			if subAccountReq.Id == 0 { // create new sub-account
+				if subAccountReq.Currency == nil {
+					log.Warnf(c, "[accounts.AccountModifyHandler] sub-account#%d not set currency", i)
+					return nil, errs.ErrAccountCurrencyInvalid
+				} else if subAccountReq.Currency != nil && *subAccountReq.Currency == validators.ParentAccountCurrencyPlaceholder {
+					log.Warnf(c, "[accounts.AccountModifyHandler] sub-account#%d cannot set currency placeholder", i)
+					return nil, errs.ErrAccountCurrencyInvalid
+				}
+
+				if subAccountReq.Balance == nil {
+					defaultBalance := int64(0)
+					subAccountReq.Balance = &defaultBalance
+				}
+
+				if *subAccountReq.Balance == 0 {
+					defaultBalanceTime := int64(0)
+					subAccountReq.BalanceTime = &defaultBalanceTime
+				}
+
+				if *subAccountReq.Balance != 0 && (subAccountReq.BalanceTime == nil || *subAccountReq.BalanceTime <= 0) {
+					log.Warnf(c, "[accounts.AccountModifyHandler] sub-account#%d balance time is not set", i)
+					return nil, errs.ErrAccountBalanceTimeNotSet
+				}
+			} else { // modify existed sub-account
+				subAccount, exists := accountMap[subAccountReq.Id]
+
+				if !exists {
+					return nil, errs.ErrAccountNotFound
+				}
+
+				if subAccountReq.Currency != nil && subAccount.Currency != *subAccountReq.Currency {
+					return nil, errs.ErrNotSupportedChangeCurrency
+				}
+
+				if subAccountReq.Balance != nil {
+					return nil, errs.ErrNotSupportedChangeBalance
+				}
+
+				if subAccountReq.BalanceTime != nil {
+					return nil, errs.ErrNotSupportedChangeBalanceTime
+				}
+			}
+
+			if subAccountReq.CreditCardStatementDate != 0 {
+				log.Warnf(c, "[accounts.AccountModifyHandler] sub-account#%d cannot set statement date", i)
+				return nil, errs.ErrCannotSetStatementDateForSubAccount
+			}
+		}
 	}
 
 	anythingUpdate := false
 	var toUpdateAccounts []*models.Account
+	var toAddAccounts []*models.Account
+	var toAddAccountBalanceTimes []int64
+	var toDeleteAccountIds []int64
 
-	toUpdateAccount := a.getToUpdateAccount(uid, &accountModifyReq, accountMap[accountModifyReq.Id])
+	toUpdateAccount := a.getToUpdateAccount(uid, &accountModifyReq, mainAccount, false)
 
 	if toUpdateAccount != nil {
 		anythingUpdate = true
 		toUpdateAccounts = append(toUpdateAccounts, toUpdateAccount)
 	}
 
+	toDeleteAccountIds = a.getToDeleteSubAccountIds(&accountModifyReq, mainAccount, accountAndSubAccounts)
+
+	if len(toDeleteAccountIds) > 0 {
+		anythingUpdate = true
+	}
+
+	maxOrderId := int32(0)
+
+	for i := 0; i < len(accountAndSubAccounts); i++ {
+		account := accountAndSubAccounts[i]
+
+		if account.AccountId != mainAccount.AccountId && account.DisplayOrder > maxOrderId {
+			maxOrderId = account.DisplayOrder
+		}
+	}
+
 	for i := 0; i < len(accountModifyReq.SubAccounts); i++ {
 		subAccountReq := accountModifyReq.SubAccounts[i]
 
 		if _, exists := accountMap[subAccountReq.Id]; !exists {
-			return nil, errs.ErrAccountNotFound
-		}
-
-		toUpdateSubAccount := a.getToUpdateAccount(uid, subAccountReq, accountMap[subAccountReq.Id])
-
-		if toUpdateSubAccount != nil {
 			anythingUpdate = true
-			toUpdateAccounts = append(toUpdateAccounts, toUpdateSubAccount)
+			maxOrderId = maxOrderId + 1
+			newSubAccount := a.createNewSubAccountModelForModify(uid, mainAccount.Type, subAccountReq, maxOrderId)
+			toAddAccounts = append(toAddAccounts, newSubAccount)
+
+			if subAccountReq.BalanceTime != nil {
+				toAddAccountBalanceTimes = append(toAddAccountBalanceTimes, *subAccountReq.BalanceTime)
+			} else {
+				toAddAccountBalanceTimes = append(toAddAccountBalanceTimes, 0)
+			}
+		} else {
+			toUpdateSubAccount := a.getToUpdateAccount(uid, subAccountReq, accountMap[subAccountReq.Id], true)
+
+			if toUpdateSubAccount != nil {
+				anythingUpdate = true
+				toUpdateAccounts = append(toUpdateAccounts, toUpdateSubAccount)
+			}
 		}
 	}
 
@@ -340,7 +485,43 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.ErrNothingWillBeUpdated
 	}
 
-	err = a.accounts.ModifyAccounts(c, uid, toUpdateAccounts)
+	if len(toAddAccounts) > 0 && a.CurrentConfig().EnableDuplicateSubmissionsCheck && accountModifyReq.ClientSessionId != "" {
+		found, remark := a.GetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_SUBACCOUNT, uid, accountModifyReq.ClientSessionId)
+
+		if found {
+			log.Infof(c, "[accounts.AccountModifyHandler] another account \"id:%s\" modification has been created for user \"uid:%d\"", remark, uid)
+			accountId, err := utils.StringToInt64(remark)
+
+			if err == nil {
+				accountAndSubAccounts, err := a.accounts.GetAccountAndSubAccountsByAccountId(c, uid, accountId)
+
+				if err != nil {
+					log.Errorf(c, "[accounts.AccountModifyHandler] failed to get existed account \"id:%d\" for user \"uid:%d\", because %s", accountId, uid, err.Error())
+					return nil, errs.Or(err, errs.ErrOperationFailed)
+				}
+
+				accountMap := a.accounts.GetAccountMapByList(accountAndSubAccounts)
+				mainAccount, exists := accountMap[accountId]
+
+				if !exists {
+					return nil, errs.ErrOperationFailed
+				}
+
+				accountInfoResp := mainAccount.ToAccountInfoResponse()
+
+				for i := 0; i < len(accountAndSubAccounts); i++ {
+					if accountAndSubAccounts[i].ParentAccountId == mainAccount.AccountId {
+						subAccountResp := accountAndSubAccounts[i].ToAccountInfoResponse()
+						accountInfoResp.SubAccounts = append(accountInfoResp.SubAccounts, subAccountResp)
+					}
+				}
+
+				return accountInfoResp, nil
+			}
+		}
+	}
+
+	err = a.accounts.ModifyAccounts(c, mainAccount, toUpdateAccounts, toAddAccounts, toAddAccountBalanceTimes, toDeleteAccountIds, utcOffset)
 
 	if err != nil {
 		log.Errorf(c, "[accounts.AccountModifyHandler] failed to update account \"id:%d\" for user \"uid:%d\", because %s", accountModifyReq.Id, uid, err.Error())
@@ -349,6 +530,10 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 
 	log.Infof(c, "[accounts.AccountModifyHandler] user \"uid:%d\" has updated account \"id:%d\" successfully", uid, accountModifyReq.Id)
 
+	if len(toAddAccounts) > 0 {
+		a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_SUBACCOUNT, uid, accountModifyReq.ClientSessionId, utils.Int64ToString(mainAccount.AccountId))
+	}
+
 	accountRespMap := make(map[int64]*models.AccountInfoResponse)
 
 	for i := 0; i < len(toUpdateAccounts); i++ {
@@ -365,11 +550,23 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 		accountRespMap[accountResp.Id] = accountResp
 	}
 
+	for i := 0; i < len(toAddAccounts); i++ {
+		account := toAddAccounts[i]
+		accountResp := account.ToAccountInfoResponse()
+		accountRespMap[accountResp.Id] = accountResp
+	}
+
+	deletedAccountIds := make(map[int64]bool)
+
+	for i := 0; i < len(toDeleteAccountIds); i++ {
+		deletedAccountIds[toDeleteAccountIds[i]] = true
+	}
+
 	for i := 0; i < len(accountAndSubAccounts); i++ {
 		oldAccount := accountAndSubAccounts[i]
 		_, exists := accountRespMap[oldAccount.AccountId]
 
-		if !exists {
+		if !exists && !deletedAccountIds[oldAccount.AccountId] {
 			oldAccountResp := oldAccount.ToAccountInfoResponse()
 			accountRespMap[oldAccountResp.Id] = oldAccountResp
 		}
@@ -378,8 +575,19 @@ func (a *AccountsApi) AccountModifyHandler(c *core.WebContext) (any, *errs.Error
 	accountResp := accountRespMap[accountModifyReq.Id]
 
 	for i := 0; i < len(accountAndSubAccounts); i++ {
-		if accountAndSubAccounts[i].ParentAccountId == accountResp.Id {
-			subAccountResp := accountRespMap[accountAndSubAccounts[i].AccountId]
+		account := accountAndSubAccounts[i]
+
+		if account.ParentAccountId == accountResp.Id && !deletedAccountIds[account.AccountId] {
+			subAccountResp := accountRespMap[account.AccountId]
+			accountResp.SubAccounts = append(accountResp.SubAccounts, subAccountResp)
+		}
+	}
+
+	for i := 0; i < len(toAddAccounts); i++ {
+		account := toAddAccounts[i]
+
+		if account.ParentAccountId == accountResp.Id {
+			subAccountResp := accountRespMap[account.AccountId]
 			accountResp.SubAccounts = append(accountResp.SubAccounts, subAccountResp)
 		}
 	}
@@ -468,7 +676,35 @@ func (a *AccountsApi) AccountDeleteHandler(c *core.WebContext) (any, *errs.Error
 	return true, nil
 }
 
-func (a *AccountsApi) createNewAccountModel(uid int64, accountCreateReq *models.AccountCreateRequest, order int32) *models.Account {
+// SubAccountDeleteHandler deletes an existed sub-account by request parameters for current user
+func (a *AccountsApi) SubAccountDeleteHandler(c *core.WebContext) (any, *errs.Error) {
+	var accountDeleteReq models.AccountDeleteRequest
+	err := c.ShouldBindJSON(&accountDeleteReq)
+
+	if err != nil {
+		log.Warnf(c, "[accounts.SubAccountDeleteHandler] parse request failed, because %s", err.Error())
+		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
+	}
+
+	uid := c.GetCurrentUid()
+	err = a.accounts.DeleteSubAccount(c, uid, accountDeleteReq.Id)
+
+	if err != nil {
+		log.Errorf(c, "[accounts.SubAccountDeleteHandler] failed to delete sub-account \"id:%d\" for user \"uid:%d\", because %s", accountDeleteReq.Id, uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	log.Infof(c, "[accounts.SubAccountDeleteHandler] user \"uid:%d\" has deleted sub-account \"id:%d\"", uid, accountDeleteReq.Id)
+	return true, nil
+}
+
+func (a *AccountsApi) createNewAccountModel(uid int64, accountCreateReq *models.AccountCreateRequest, isSubAccount bool, order int32) *models.Account {
+	accountExtend := &models.AccountExtend{}
+
+	if !isSubAccount && accountCreateReq.Category == models.ACCOUNT_CATEGORY_CREDIT_CARD {
+		accountExtend.CreditCardStatementDate = &accountCreateReq.CreditCardStatementDate
+	}
+
 	return &models.Account{
 		Uid:          uid,
 		Name:         accountCreateReq.Name,
@@ -480,24 +716,51 @@ func (a *AccountsApi) createNewAccountModel(uid int64, accountCreateReq *models.
 		Currency:     accountCreateReq.Currency,
 		Balance:      accountCreateReq.Balance,
 		Comment:      accountCreateReq.Comment,
+		Extend:       accountExtend,
 	}
 }
 
-func (a *AccountsApi) createSubAccountModels(uid int64, accountCreateReq *models.AccountCreateRequest) []*models.Account {
+func (a *AccountsApi) createNewSubAccountModelForModify(uid int64, accountType models.AccountType, accountModifyReq *models.AccountModifyRequest, order int32) *models.Account {
+	accountExtend := &models.AccountExtend{}
+
+	return &models.Account{
+		Uid:          uid,
+		Name:         accountModifyReq.Name,
+		DisplayOrder: order,
+		Category:     accountModifyReq.Category,
+		Type:         accountType,
+		Icon:         accountModifyReq.Icon,
+		Color:        accountModifyReq.Color,
+		Currency:     *accountModifyReq.Currency,
+		Balance:      *accountModifyReq.Balance,
+		Comment:      accountModifyReq.Comment,
+		Extend:       accountExtend,
+	}
+}
+
+func (a *AccountsApi) createSubAccountModels(uid int64, accountCreateReq *models.AccountCreateRequest) ([]*models.Account, []int64) {
 	if len(accountCreateReq.SubAccounts) <= 0 {
-		return nil
+		return nil, nil
 	}
 
 	childrenAccounts := make([]*models.Account, len(accountCreateReq.SubAccounts))
+	childrenAccountBalanceTimes := make([]int64, len(accountCreateReq.SubAccounts))
 
 	for i := int32(0); i < int32(len(accountCreateReq.SubAccounts)); i++ {
-		childrenAccounts[i] = a.createNewAccountModel(uid, accountCreateReq.SubAccounts[i], i+1)
+		childrenAccounts[i] = a.createNewAccountModel(uid, accountCreateReq.SubAccounts[i], true, i+1)
+		childrenAccountBalanceTimes[i] = accountCreateReq.SubAccounts[i].BalanceTime
 	}
 
-	return childrenAccounts
+	return childrenAccounts, childrenAccountBalanceTimes
 }
 
-func (a *AccountsApi) getToUpdateAccount(uid int64, accountModifyReq *models.AccountModifyRequest, oldAccount *models.Account) *models.Account {
+func (a *AccountsApi) getToUpdateAccount(uid int64, accountModifyReq *models.AccountModifyRequest, oldAccount *models.Account, isSubAccount bool) *models.Account {
+	newAccountExtend := &models.AccountExtend{}
+
+	if !isSubAccount && accountModifyReq.Category == models.ACCOUNT_CATEGORY_CREDIT_CARD {
+		newAccountExtend.CreditCardStatementDate = &accountModifyReq.CreditCardStatementDate
+	}
+
 	newAccount := &models.Account{
 		AccountId: oldAccount.AccountId,
 		Uid:       uid,
@@ -506,6 +769,7 @@ func (a *AccountsApi) getToUpdateAccount(uid int64, accountModifyReq *models.Acc
 		Icon:      accountModifyReq.Icon,
 		Color:     accountModifyReq.Color,
 		Comment:   accountModifyReq.Comment,
+		Extend:    newAccountExtend,
 		Hidden:    accountModifyReq.Hidden,
 	}
 
@@ -518,5 +782,40 @@ func (a *AccountsApi) getToUpdateAccount(uid int64, accountModifyReq *models.Acc
 		return newAccount
 	}
 
+	if (newAccount.Extend != nil && oldAccount.Extend == nil) ||
+		(newAccount.Extend == nil && oldAccount.Extend != nil) {
+		return newAccount
+	}
+
+	oldAccountExtend := oldAccount.Extend
+
+	if newAccountExtend.CreditCardStatementDate != oldAccountExtend.CreditCardStatementDate {
+		return newAccount
+	}
+
 	return nil
 }
+
+func (a *AccountsApi) getToDeleteSubAccountIds(accountModifyReq *models.AccountModifyRequest, mainAccount *models.Account, accountAndSubAccounts []*models.Account) []int64 {
+	newSubAccountIds := make(map[int64]bool, len(accountModifyReq.SubAccounts))
+
+	for i := 0; i < len(accountModifyReq.SubAccounts); i++ {
+		newSubAccountIds[accountModifyReq.SubAccounts[i].Id] = true
+	}
+
+	toDeleteAccountIds := make([]int64, 0)
+
+	for i := 0; i < len(accountAndSubAccounts); i++ {
+		subAccount := accountAndSubAccounts[i]
+
+		if subAccount.AccountId == mainAccount.AccountId {
+			continue
+		}
+
+		if _, exists := newSubAccountIds[subAccount.AccountId]; !exists {
+			toDeleteAccountIds = append(toDeleteAccountIds, subAccount.AccountId)
+		}
+	}
+
+	return toDeleteAccountIds
+}

pkg/api/authorizations.go

@@ -5,6 +5,7 @@ import (
 
 	"github.com/mayswind/ezbookkeeping/pkg/avatars"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/duplicatechecker"
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
 	"github.com/mayswind/ezbookkeeping/pkg/log"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
@@ -15,6 +16,7 @@ import (
 // AuthorizationsApi represents authorization api
 type AuthorizationsApi struct {
 	ApiUsingConfig
+	ApiUsingDuplicateChecker
 	ApiWithUserInfo
 	users                   *services.UserService
 	tokens                  *services.TokenService
@@ -27,6 +29,12 @@ var (
 		ApiUsingConfig: ApiUsingConfig{
 			container: settings.Container,
 		},
+		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
+			container: duplicatechecker.Container,
+		},
 		ApiWithUserInfo: ApiWithUserInfo{
 			ApiUsingConfig: ApiUsingConfig{
 				container: settings.Container,
@@ -51,7 +59,23 @@ func (a *AuthorizationsApi) AuthorizeHandler(c *core.WebContext) (any, *errs.Err
 		return nil, errs.ErrLoginNameOrPasswordInvalid
 	}
 
-	user, err := a.users.GetUserByUsernameOrEmailAndPassword(c, credential.LoginName, credential.Password)
+	err = a.CheckFailureCount(c, 0)
+
+	if err != nil {
+		log.Warnf(c, "[authorizations.AuthorizeHandler] cannot login for user \"%s\", because %s", credential.LoginName, err.Error())
+		return nil, errs.Or(err, errs.ErrFailureCountLimitReached)
+	}
+
+	user, uid, err := a.users.GetUserByUsernameOrEmailAndPassword(c, credential.LoginName, credential.Password)
+
+	if errs.IsCustomError(err) {
+		failureCheckErr := a.CheckAndIncreaseFailureCount(c, uid)
+
+		if failureCheckErr != nil {
+			log.Warnf(c, "[authorizations.AuthorizeHandler] cannot login for user \"%s\", because %s", credential.LoginName, failureCheckErr.Error())
+			return nil, errs.Or(failureCheckErr, errs.ErrFailureCountLimitReached)
+		}
+	}
 
 	if err != nil {
 		log.Warnf(c, "[authorizations.AuthorizeHandler] login failed for user \"%s\", because %s", credential.LoginName, err.Error())
@@ -133,6 +157,13 @@ func (a *AuthorizationsApi) TwoFactorAuthorizeHandler(c *core.WebContext) (any,
 	}
 
 	uid := c.GetCurrentUid()
+	err = a.CheckFailureCount(c, uid)
+
+	if err != nil {
+		log.Warnf(c, "[authorizations.TwoFactorAuthorizeHandler] cannot auth for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrFailureCountLimitReached)
+	}
+
 	twoFactorSetting, err := a.twoFactorAuthorizations.GetUserTwoFactorSettingByUid(c, uid)
 
 	if err != nil {
@@ -142,6 +173,14 @@ func (a *AuthorizationsApi) TwoFactorAuthorizeHandler(c *core.WebContext) (any,
 
 	if !totp.Validate(credential.Passcode, twoFactorSetting.Secret) {
 		log.Warnf(c, "[authorizations.TwoFactorAuthorizeHandler] passcode is invalid for user \"uid:%d\"", uid)
+
+		err = a.CheckAndIncreaseFailureCount(c, uid)
+
+		if err != nil {
+			log.Warnf(c, "[authorizations.TwoFactorAuthorizeHandler] cannot auth for user \"uid:%d\", because %s", uid, err.Error())
+			return nil, errs.Or(err, errs.ErrFailureCountLimitReached)
+		}
+
 		return nil, errs.ErrPasscodeInvalid
 	}
 
@@ -196,6 +235,13 @@ func (a *AuthorizationsApi) TwoFactorAuthorizeByRecoveryCodeHandler(c *core.WebC
 	}
 
 	uid := c.GetCurrentUid()
+	err = a.CheckFailureCount(c, uid)
+
+	if err != nil {
+		log.Warnf(c, "[authorizations.TwoFactorAuthorizeByRecoveryCodeHandler] cannot auth for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrFailureCountLimitReached)
+	}
+
 	enableTwoFactor, err := a.twoFactorAuthorizations.ExistsTwoFactorSetting(c, uid)
 
 	if err != nil {
@@ -226,6 +272,15 @@ func (a *AuthorizationsApi) TwoFactorAuthorizeByRecoveryCodeHandler(c *core.WebC
 
 	err = a.twoFactorAuthorizations.GetAndUseUserTwoFactorRecoveryCode(c, uid, credential.RecoveryCode, user.Salt)
 
+	if errs.IsCustomError(err) {
+		failureCheckErr := a.CheckAndIncreaseFailureCount(c, uid)
+
+		if failureCheckErr != nil {
+			log.Warnf(c, "[authorizations.TwoFactorAuthorizeByRecoveryCodeHandler] cannot auth for user \"uid:%d\", because %s", uid, failureCheckErr.Error())
+			return nil, errs.Or(failureCheckErr, errs.ErrFailureCountLimitReached)
+		}
+	}
+
 	if err != nil {
 		log.Warnf(c, "[authorizations.TwoFactorAuthorizeByRecoveryCodeHandler] failed to get two-factor recovery code for user \"uid:%d\", because %s", uid, err.Error())
 		return nil, errs.Or(err, errs.ErrTwoFactorRecoveryCodeNotExist)

pkg/api/base.go

@@ -5,9 +5,13 @@ import (
 	"sort"
 
 	"github.com/mayswind/ezbookkeeping/pkg/avatars"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/duplicatechecker"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
 	"github.com/mayswind/ezbookkeeping/pkg/settings"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
 )
 
 const internalTransactionPictureUrlFormat = "%spictures/%d.%s"
@@ -100,6 +104,7 @@ func (a *ApiUsingConfig) GetAfterOpenNotificationContent(userLanguage string, cl
 
 // ApiUsingDuplicateChecker represents an api that need to use duplicate checker
 type ApiUsingDuplicateChecker struct {
+	ApiUsingConfig
 	container *duplicatechecker.DuplicateCheckerContainer
 }
 
@@ -108,9 +113,79 @@ func (a *ApiUsingDuplicateChecker) GetSubmissionRemark(checkerType duplicatechec
 	return a.container.GetSubmissionRemark(checkerType, uid, identification)
 }
 
-// SetSubmissionRemark saves the identification and remark to in-memory cache by the current duplicate checker
-func (a *ApiUsingDuplicateChecker) SetSubmissionRemark(checkerType duplicatechecker.DuplicateCheckerType, uid int64, identification string, remark string) {
-	a.container.SetSubmissionRemark(checkerType, uid, identification, remark)
+// SetSubmissionRemarkIfEnable saves the identification and remark by the current duplicate checker if the duplicate submission check is enabled
+func (a *ApiUsingDuplicateChecker) SetSubmissionRemarkIfEnable(checkerType duplicatechecker.DuplicateCheckerType, uid int64, identification string, remark string) {
+	if a.CurrentConfig().EnableDuplicateSubmissionsCheck {
+		a.container.SetSubmissionRemark(checkerType, uid, identification, remark)
+	}
+}
+
+// RemoveSubmissionRemarkIfEnable removes the identification and remark by the current duplicate checker if the duplicate submission check is enabled
+func (a *ApiUsingDuplicateChecker) RemoveSubmissionRemarkIfEnable(checkerType duplicatechecker.DuplicateCheckerType, uid int64, identification string) {
+	if a.CurrentConfig().EnableDuplicateSubmissionsCheck {
+		a.container.RemoveSubmissionRemark(checkerType, uid, identification)
+	}
+}
+
+// CheckFailureCount returns whether the failure count of the specified IP and user has reached the limit and increases the failure count
+func (a *ApiUsingDuplicateChecker) CheckFailureCount(c *core.WebContext, uid int64) error {
+	if a.CurrentConfig().MaxFailuresPerIpPerMinute > 0 {
+		clientIp := c.ClientIP()
+		ipFailureCount := a.container.GetFailureCount(clientIp)
+
+		if ipFailureCount >= a.CurrentConfig().MaxFailuresPerIpPerMinute {
+			log.Warnf(c, "[base.CheckFailureCount] operation failure via IP \"%s\", current failure count: %d reached the limit", clientIp, ipFailureCount)
+			return errs.ErrFailureCountLimitReached
+		}
+	}
+
+	if a.CurrentConfig().MaxFailuresPerUserPerMinute > 0 && uid > 0 {
+		uidFailureCount := a.container.GetFailureCount(utils.Int64ToString(uid))
+
+		if uidFailureCount >= a.CurrentConfig().MaxFailuresPerUserPerMinute {
+			log.Warnf(c, "[base.CheckFailureCount] operation failure via uid \"%d\", current failure count: %d reached the limit", uid, uidFailureCount)
+			return errs.ErrFailureCountLimitReached
+		}
+	}
+
+	return nil
+}
+
+// CheckAndIncreaseFailureCount returns whether the failure count of the specified IP and user has reached the limit and increases the failure count
+func (a *ApiUsingDuplicateChecker) CheckAndIncreaseFailureCount(c *core.WebContext, uid int64) error {
+	clientIp := c.ClientIP()
+	ipFailureCount := uint32(0)
+	uidFailureCount := uint32(0)
+
+	if a.CurrentConfig().MaxFailuresPerIpPerMinute > 0 {
+		ipFailureCount = a.container.GetFailureCount(clientIp)
+	}
+
+	if a.CurrentConfig().MaxFailuresPerUserPerMinute > 0 && uid > 0 {
+		uidFailureCount = a.container.GetFailureCount(utils.Int64ToString(uid))
+	}
+
+	if a.CurrentConfig().MaxFailuresPerIpPerMinute > 0 && ipFailureCount < a.CurrentConfig().MaxFailuresPerIpPerMinute {
+		log.Warnf(c, "[base.CheckAndIncreaseFailureCount] operation failure via IP \"%s\", previous failure count: %d", clientIp, ipFailureCount)
+		a.container.IncreaseFailureCount(clientIp)
+	}
+
+	if a.CurrentConfig().MaxFailuresPerUserPerMinute > 0 && uid > 0 && uidFailureCount < a.CurrentConfig().MaxFailuresPerUserPerMinute {
+		log.Warnf(c, "[base.CheckAndIncreaseFailureCount] operation failure via uid \"%d\", previous failure count: %d", uid, uidFailureCount)
+		a.container.IncreaseFailureCount(utils.Int64ToString(uid))
+	}
+
+	if a.CurrentConfig().MaxFailuresPerIpPerMinute > 0 && ipFailureCount >= a.CurrentConfig().MaxFailuresPerIpPerMinute {
+		log.Warnf(c, "[base.CheckAndIncreaseFailureCount] operation failure via IP \"%s\", current failure count: %d reached the limit", clientIp, ipFailureCount)
+		return errs.ErrFailureCountLimitReached
+	}
+
+	if a.CurrentConfig().MaxFailuresPerUserPerMinute > 0 && uid > 0 && uidFailureCount >= a.CurrentConfig().MaxFailuresPerUserPerMinute {
+		log.Warnf(c, "[base.CheckAndIncreaseFailureCount] operation failure via uid \"%d\", current failure count: %d reached the limit", uid, uidFailureCount)
+		return errs.ErrFailureCountLimitReached
+	}
+
+	return nil
 }
 
 // ApiUsingAvatarProvider represents an api that need to use avatar provider

pkg/api/data_managements.go

@@ -20,14 +20,15 @@ const pageCountForDataExport = 1000
 // DataManagementsApi represents data management api
 type DataManagementsApi struct {
 	ApiUsingConfig
-	tokens       *services.TokenService
-	users        *services.UserService
-	accounts     *services.AccountService
-	transactions *services.TransactionService
-	categories   *services.TransactionCategoryService
-	tags         *services.TransactionTagService
-	pictures     *services.TransactionPictureService
-	templates    *services.TransactionTemplateService
+	tokens                  *services.TokenService
+	users                   *services.UserService
+	accounts                *services.AccountService
+	transactions            *services.TransactionService
+	categories              *services.TransactionCategoryService
+	tags                    *services.TransactionTagService
+	pictures                *services.TransactionPictureService
+	templates               *services.TransactionTemplateService
+	userCustomExchangeRates *services.UserCustomExchangeRatesService
 }
 
 // Initialize a data management api singleton instance
@@ -36,14 +37,15 @@ var (
 		ApiUsingConfig: ApiUsingConfig{
 			container: settings.Container,
 		},
-		tokens:       services.Tokens,
-		users:        services.Users,
-		accounts:     services.Accounts,
-		transactions: services.Transactions,
-		categories:   services.TransactionCategories,
-		tags:         services.TransactionTags,
-		pictures:     services.TransactionPictures,
-		templates:    services.TransactionTemplates,
+		tokens:                  services.Tokens,
+		users:                   services.Users,
+		accounts:                services.Accounts,
+		transactions:            services.Transactions,
+		categories:              services.TransactionCategories,
+		tags:                    services.TransactionTags,
+		pictures:                services.TransactionPictures,
+		templates:               services.TransactionTemplates,
+		userCustomExchangeRates: services.UserCustomExchangeRates,
 	}
 )
 
@@ -147,6 +149,10 @@ func (a *DataManagementsApi) ClearDataHandler(c *core.WebContext) (any, *errs.Er
 		return nil, errs.ErrUserPasswordWrong
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	err = a.templates.DeleteAllTemplates(c, uid)
 
 	if err != nil {
@@ -175,6 +181,13 @@ func (a *DataManagementsApi) ClearDataHandler(c *core.WebContext) (any, *errs.Er
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
+	err = a.userCustomExchangeRates.DeleteAllCustomExchangeRates(c, uid)
+
+	if err != nil {
+		log.Errorf(c, "[data_managements.ClearDataHandler] failed to delete all user custom exchange rates, because %s", err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
 	log.Infof(c, "[data_managements.ClearDataHandler] user \"uid:%d\" has cleared all data", uid)
 	return true, nil
 }
@@ -204,6 +217,10 @@ func (a *DataManagementsApi) getExportedFileContent(c *core.WebContext, fileType
 		return nil, "", errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_EXPORT_TRANSACTION) {
+		return nil, "", errs.ErrNotPermittedToPerformThisAction
+	}
+
 	accounts, err := a.accounts.GetAllAccountsByUid(c, uid)
 
 	if err != nil {

pkg/api/exchange_rates.go

@@ -1,25 +1,20 @@
 package api
 
 import (
-	"crypto/tls"
-	"fmt"
-	"io"
-	"net/http"
-	"sort"
-	"time"
-
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
 	"github.com/mayswind/ezbookkeeping/pkg/exchangerates"
 	"github.com/mayswind/ezbookkeeping/pkg/log"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/services"
 	"github.com/mayswind/ezbookkeeping/pkg/settings"
-	"github.com/mayswind/ezbookkeeping/pkg/utils"
 )
 
 // ExchangeRatesApi represents exchange rate api
 type ExchangeRatesApi struct {
 	ApiUsingConfig
+	users                   *services.UserService
+	userCustomExchangeRates *services.UserCustomExchangeRatesService
 }
 
 // Initialize a exchange rate api singleton instance
@@ -28,6 +23,8 @@ var (
 		ApiUsingConfig: ApiUsingConfig{
 			container: settings.Container,
 		},
+		users:                   services.Users,
+		userCustomExchangeRates: services.UserCustomExchangeRates,
 	}
 )
 
@@ -39,84 +36,77 @@ func (a *ExchangeRatesApi) LatestExchangeRateHandler(c *core.WebContext) (any, *
 		return nil, errs.ErrInvalidExchangeRatesDataSource
 	}
 
-	uid := c.GetCurrentUid()
+	exchangeRateResponse, err := dataSource.GetLatestExchangeRates(c, c.GetCurrentUid(), a.container.Current)
 
-	transport := http.DefaultTransport.(*http.Transport).Clone()
-	utils.SetProxyUrl(transport, a.CurrentConfig().ExchangeRatesProxy)
-
-	if a.CurrentConfig().ExchangeRatesSkipTLSVerify {
-		transport.TLSClientConfig = &tls.Config{
-			InsecureSkipVerify: true,
-		}
+	if err != nil {
+		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	client := &http.Client{
-		Transport: transport,
-		Timeout:   time.Duration(a.CurrentConfig().ExchangeRatesRequestTimeout) * time.Millisecond,
-	}
-
-	urls := dataSource.GetRequestUrls()
-	exchangeRateResps := make([]*models.LatestExchangeRateResponse, 0, len(urls))
-
-	for i := 0; i < len(urls); i++ {
-		req, _ := http.NewRequest("GET", urls[i], nil)
-		req.Header.Set("User-Agent", fmt.Sprintf("ezBookkeeping/%s ", settings.Version))
-
-		resp, err := client.Do(req)
-
-		if err != nil {
-			log.Errorf(c, "[exchange_rates.LatestExchangeRateHandler] failed to request latest exchange rate data for user \"uid:%d\", because %s", uid, err.Error())
-			return nil, errs.ErrFailedToRequestRemoteApi
-		}
-
-		if resp.StatusCode != 200 {
-			log.Errorf(c, "[exchange_rates.LatestExchangeRateHandler] failed to get latest exchange rate data response for user \"uid:%d\", because response code is not 200", uid)
-			return nil, errs.ErrFailedToRequestRemoteApi
-		}
-
-		defer resp.Body.Close()
-		body, err := io.ReadAll(resp.Body)
-		exchangeRateResp, err := dataSource.Parse(c, body)
-
-		if err != nil {
-			log.Errorf(c, "[exchange_rates.LatestExchangeRateHandler] failed to parse response for user \"uid:%d\", because %s", uid, err.Error())
-			return nil, errs.Or(err, errs.ErrFailedToRequestRemoteApi)
-		}
-
-		exchangeRateResps = append(exchangeRateResps, exchangeRateResp)
-	}
-
-	lastExchangeRateResponse := exchangeRateResps[len(exchangeRateResps)-1]
-	allExchangeRatesMap := make(map[string]string)
-
-	for i := 0; i < len(exchangeRateResps); i++ {
-		exchangeRateResp := exchangeRateResps[i]
-
-		for j := 0; j < len(exchangeRateResp.ExchangeRates); j++ {
-			exchangeRate := exchangeRateResp.ExchangeRates[j]
-			allExchangeRatesMap[exchangeRate.Currency] = exchangeRate.Rate
-		}
-	}
-
-	allExchangeRatesMap[lastExchangeRateResponse.BaseCurrency] = "1"
-	allExchangeRates := make(models.LatestExchangeRateSlice, 0, len(allExchangeRatesMap))
-
-	for currency, rate := range allExchangeRatesMap {
-		allExchangeRates = append(allExchangeRates, &models.LatestExchangeRate{
-			Currency: currency,
-			Rate:     rate,
-		})
-	}
-
-	sort.Sort(allExchangeRates)
-
-	finalExchangeRateResponse := &models.LatestExchangeRateResponse{
-		DataSource:    lastExchangeRateResponse.DataSource,
-		ReferenceUrl:  lastExchangeRateResponse.ReferenceUrl,
-		UpdateTime:    lastExchangeRateResponse.UpdateTime,
-		BaseCurrency:  lastExchangeRateResponse.BaseCurrency,
-		ExchangeRates: allExchangeRates,
-	}
-
-	return finalExchangeRateResponse, nil
+	return exchangeRateResponse, nil
+}
+
+// UserCustomExchangeRateUpdateHandler updates user custom exchange rates data by request parameters for current user
+func (a *ExchangeRatesApi) UserCustomExchangeRateUpdateHandler(c *core.WebContext) (any, *errs.Error) {
+	var customExchangeRateUpdateReq models.UserCustomExchangeRateUpdateRequest
+	err := c.ShouldBindJSON(&customExchangeRateUpdateReq)
+
+	if err != nil {
+		log.Warnf(c, "[exchange_rates.UserCustomExchangeRateUpdateHandler] parse request failed, because %s", err.Error())
+		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
+	}
+
+	uid := c.GetCurrentUid()
+	user, err := a.users.GetUserById(c, uid)
+
+	if err != nil {
+		log.Errorf(c, "[exchange_rates.UserCustomExchangeRateUpdateHandler] failed to get user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	if customExchangeRateUpdateReq.Currency == user.DefaultCurrency {
+		return nil, errs.ErrCannotUpdateExchangeRateForDefaultCurrency
+	}
+
+	newCustomExchangeRate, defaultCurrencyExchangeRate, err := a.userCustomExchangeRates.UpdateCustomExchangeRate(c, uid, customExchangeRateUpdateReq.Currency, customExchangeRateUpdateReq.Rate, user.DefaultCurrency)
+
+	if err != nil {
+		log.Errorf(c, "[exchange_rates.UserCustomExchangeRateUpdateHandler] failed to update user custom exchange rate \"currency:%s\" for user \"uid:%d\", because %s", customExchangeRateUpdateReq.Currency, uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	log.Infof(c, "[exchange_rates.UserCustomExchangeRateUpdateHandler] user \"uid:%d\" has updated user custom exchange rate \"currency:%s\" successfully", uid, customExchangeRateUpdateReq.Currency)
+	return newCustomExchangeRate.ToUserCustomExchangeRateUpdateResponse(defaultCurrencyExchangeRate.Rate), nil
+}
+
+// UserCustomExchangeRateDeleteHandler deletes an existed user custom exchange rates data by request parameters for current user
+func (a *ExchangeRatesApi) UserCustomExchangeRateDeleteHandler(c *core.WebContext) (any, *errs.Error) {
+	var customExchangeRateDeleteReq models.UserCustomExchangeRateDeleteRequest
+	err := c.ShouldBindJSON(&customExchangeRateDeleteReq)
+
+	if err != nil {
+		log.Warnf(c, "[exchange_rates.UserCustomExchangeRateDeleteHandler] parse request failed, because %s", err.Error())
+		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
+	}
+
+	uid := c.GetCurrentUid()
+	user, err := a.users.GetUserById(c, uid)
+
+	if err != nil {
+		log.Errorf(c, "[exchange_rates.UserCustomExchangeRateDeleteHandler] failed to get user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	if customExchangeRateDeleteReq.Currency == user.DefaultCurrency {
+		return nil, errs.ErrCannotDeleteExchangeRateForDefaultCurrency
+	}
+
+	err = a.userCustomExchangeRates.DeleteCustomExchangeRate(c, uid, customExchangeRateDeleteReq.Currency)
+
+	if err != nil {
+		log.Errorf(c, "[exchange_rates.UserCustomExchangeRateDeleteHandler] failed to delete user custom exchange rate \"currency:%s\" for user \"uid:%d\", because %s", customExchangeRateDeleteReq.Currency, uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	log.Infof(c, "[exchange_rates.UserCustomExchangeRateDeleteHandler] user \"uid:%d\" has deleted user custom exchange rate \"currency:%s\"", uid, customExchangeRateDeleteReq.Currency)
+	return true, nil
 }

pkg/api/forget_passwords.go

@@ -56,6 +56,10 @@ func (a *ForgetPasswordsApi) UserForgetPasswordRequestHandler(c *core.WebContext
 		return nil, errs.ErrUserIsDisabled
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	if a.CurrentConfig().ForgetPasswordRequireVerifyEmail && !user.EmailVerified {
 		log.Warnf(c, "[forget_passwords.UserForgetPasswordRequestHandler] user \"uid:%d\" has not verified email", user.Uid)
 		return nil, errs.ErrEmailIsNotVerified
@@ -109,6 +113,10 @@ func (a *ForgetPasswordsApi) UserResetPasswordHandler(c *core.WebContext) (any,
 		return nil, errs.ErrUserIsDisabled
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	if a.CurrentConfig().ForgetPasswordRequireVerifyEmail && !user.EmailVerified {
 		log.Warnf(c, "[forget_passwords.UserResetPasswordHandler] user \"uid:%d\" has not verified email", user.Uid)
 		return nil, errs.ErrEmailIsNotVerified

pkg/api/server_settings.go

@@ -0,0 +1,208 @@
+package api
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/settings"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+const ezbookkeepingServerSettingsGlobalVariableName = "EZBOOKKEEPING_SERVER_SETTINGS"
+const ezbookkeepingServerSettingsGlobalVariableFullName = "window." + ezbookkeepingServerSettingsGlobalVariableName
+const ezbookkeepingServerSettingsJavascriptFileHeader = ezbookkeepingServerSettingsGlobalVariableFullName +
+	"=" + ezbookkeepingServerSettingsGlobalVariableFullName + "||{};\n"
+
+// ServerSettingsApi represents server settings api
+type ServerSettingsApi struct {
+	ApiUsingConfig
+}
+
+// Initialize a server settings api singleton instance
+var (
+	ServerSettings = &ServerSettingsApi{
+		ApiUsingConfig: ApiUsingConfig{
+			container: settings.Container,
+		},
+	}
+)
+
+// ServerSettingsJavascriptHandler returns the javascript contains server settings
+func (a *ServerSettingsApi) ServerSettingsJavascriptHandler(c *core.WebContext) ([]byte, string, *errs.Error) {
+	config := a.CurrentConfig()
+	builder := &strings.Builder{}
+	builder.WriteString(ezbookkeepingServerSettingsJavascriptFileHeader)
+
+	a.appendBooleanSetting(builder, "r", config.EnableUserRegister)
+	a.appendBooleanSetting(builder, "f", config.EnableUserForgetPassword)
+	a.appendBooleanSetting(builder, "v", config.EnableUserVerifyEmail)
+	a.appendBooleanSetting(builder, "p", config.EnableTransactionPictures)
+	a.appendBooleanSetting(builder, "s", config.EnableScheduledTransaction)
+	a.appendBooleanSetting(builder, "e", config.EnableDataExport)
+	a.appendBooleanSetting(builder, "i", config.EnableDataImport)
+
+	if config.LoginPageTips.Enabled {
+		a.appendMultiLanguageTipSetting(builder, "lpt", config.LoginPageTips)
+	}
+
+	a.appendStringSetting(builder, "m", config.MapProvider)
+
+	if config.EnableMapDataFetchProxy &&
+		(config.MapProvider == settings.OpenStreetMapProvider ||
+			config.MapProvider == settings.OpenStreetMapHumanitarianStyleProvider ||
+			config.MapProvider == settings.OpenTopoMapProvider ||
+			config.MapProvider == settings.OPNVKarteMapProvider ||
+			config.MapProvider == settings.CyclOSMMapProvider ||
+			config.MapProvider == settings.CartoDBMapProvider ||
+			config.MapProvider == settings.TomTomMapProvider ||
+			config.MapProvider == settings.TianDiTuProvider ||
+			config.MapProvider == settings.CustomProvider) {
+		a.appendBooleanSetting(builder, "mp", config.EnableMapDataFetchProxy)
+	}
+
+	if config.MapProvider == settings.CustomProvider {
+		a.appendStringSetting(builder, "cmzl", fmt.Sprintf("%d-%d-%d", config.CustomMapTileServerMinZoomLevel, config.CustomMapTileServerMaxZoomLevel, config.CustomMapTileServerDefaultZoomLevel))
+
+		if !config.EnableMapDataFetchProxy {
+			a.appendStringSetting(builder, "cmsu", config.CustomMapTileServerTileLayerUrl)
+
+			if config.CustomMapTileServerAnnotationLayerUrl != "" {
+				a.appendStringSetting(builder, "cmau", config.CustomMapTileServerAnnotationLayerUrl)
+			}
+		} else {
+			if config.CustomMapTileServerAnnotationLayerUrl != "" {
+				a.appendBooleanSetting(builder, "cmap", config.EnableMapDataFetchProxy)
+			}
+		}
+	}
+
+	if config.MapProvider == settings.TomTomMapProvider && config.TomTomMapAPIKey != "" && !config.EnableMapDataFetchProxy {
+		a.appendStringSetting(builder, "tmak", config.TomTomMapAPIKey)
+	}
+
+	if config.MapProvider == settings.TianDiTuProvider && config.TianDiTuAPIKey != "" && !config.EnableMapDataFetchProxy {
+		a.appendStringSetting(builder, "tdak", config.TianDiTuAPIKey)
+	}
+
+	if config.MapProvider == settings.GoogleMapProvider && config.GoogleMapAPIKey != "" {
+		a.appendStringSetting(builder, "gmak", config.GoogleMapAPIKey)
+	}
+
+	if config.MapProvider == settings.BaiduMapProvider && config.BaiduMapAK != "" {
+		a.appendStringSetting(builder, "bmak", config.BaiduMapAK)
+	}
+
+	if config.MapProvider == settings.AmapProvider && config.AmapApplicationKey != "" {
+		a.appendStringSetting(builder, "amak", config.AmapApplicationKey)
+	}
+
+	if config.MapProvider == settings.AmapProvider && config.AmapSecurityVerificationMethod != "" {
+		a.appendStringSetting(builder, "amsv", config.AmapSecurityVerificationMethod)
+
+		if config.AmapSecurityVerificationMethod == settings.AmapSecurityVerificationExternalProxyMethod {
+			a.appendStringSetting(builder, "amep", config.AmapApiExternalProxyUrl)
+		}
+
+		if config.AmapSecurityVerificationMethod == settings.AmapSecurityVerificationPlainTextMethod {
+			a.appendStringSetting(builder, "amas", config.AmapApplicationSecret)
+		}
+	}
+
+	if config.ExchangeRatesRequestTimeoutExceedDefaultValue {
+		a.appendIntegerSetting(builder, "errt", int(config.ExchangeRatesRequestTimeout))
+	}
+
+	return []byte(builder.String()), "", nil
+}
+
+func (a *ServerSettingsApi) appendStringSetting(builder *strings.Builder, key string, value string) {
+	builder.WriteString(ezbookkeepingServerSettingsGlobalVariableFullName)
+	builder.WriteString("[")
+	a.appendEncodedString(builder, key)
+	builder.WriteString("]=")
+
+	a.appendEncodedString(builder, value)
+
+	builder.WriteString(";\n")
+}
+
+func (a *ServerSettingsApi) appendMultiLanguageTipSetting(builder *strings.Builder, key string, value settings.TipConfig) {
+	builder.WriteString(ezbookkeepingServerSettingsGlobalVariableFullName)
+	builder.WriteString("[")
+	a.appendEncodedString(builder, key)
+	builder.WriteString("]={\n")
+
+	builder.WriteString("'default'")
+	builder.WriteRune(':')
+	a.appendEncodedString(builder, value.DefaultContent)
+
+	for languageTag, content := range value.MultiLanguageContent {
+		builder.WriteString(",\n")
+		a.appendEncodedString(builder, languageTag)
+		builder.WriteRune(':')
+		a.appendEncodedString(builder, content)
+	}
+
+	builder.WriteString("\n};\n")
+}
+
+func (a *ServerSettingsApi) appendBooleanSetting(builder *strings.Builder, key string, value bool) {
+	builder.WriteString(ezbookkeepingServerSettingsGlobalVariableFullName)
+	builder.WriteString("[")
+	a.appendEncodedString(builder, key)
+	builder.WriteString("]=")
+
+	if value {
+		builder.WriteRune('1')
+	} else {
+		builder.WriteRune('0')
+	}
+
+	builder.WriteString(";\n")
+}
+
+func (a *ServerSettingsApi) appendIntegerSetting(builder *strings.Builder, key string, value int) {
+	builder.WriteString(ezbookkeepingServerSettingsGlobalVariableFullName)
+	builder.WriteString("[")
+	a.appendEncodedString(builder, key)
+	builder.WriteString("]=")
+	builder.WriteString(utils.IntToString(value))
+	builder.WriteString(";\n")
+}
+
+func (a *ServerSettingsApi) appendEncodedString(builder *strings.Builder, content string) {
+	builder.WriteRune('\'')
+	runes := []rune(content)
+
+	for i := 0; i < len(runes); i++ {
+		switch runes[i] {
+		case '\\':
+			builder.WriteRune('\\')
+			builder.WriteRune('\\')
+		case '\'':
+			builder.WriteRune('\\')
+			builder.WriteRune('\'')
+		case '\n':
+			builder.WriteRune('\\')
+			builder.WriteRune('n')
+		case '\r':
+			builder.WriteRune('\\')
+			builder.WriteRune('r')
+		case '\t':
+			builder.WriteRune('\\')
+			builder.WriteRune('t')
+		case '\f':
+			builder.WriteRune('\\')
+			builder.WriteRune('f')
+		case '\b':
+			builder.WriteRune('\\')
+			builder.WriteRune('b')
+		default:
+			builder.WriteRune(runes[i])
+		}
+	}
+
+	builder.WriteRune('\'')
+}

pkg/api/tokens.go

@@ -135,6 +135,22 @@ func (a *TokensApi) TokenRevokeHandler(c *core.WebContext) (any, *errs.Error) {
 		return nil, errs.ErrInvalidTokenId
 	}
 
+	if utils.Int64ToString(tokenRecord.UserTokenId) != c.GetTokenClaims().UserTokenId || tokenRecord.CreatedUnixTime != c.GetTokenClaims().IssuedAt {
+		user, err := a.users.GetUserById(c, uid)
+
+		if err != nil {
+			if !errs.IsCustomError(err) {
+				log.Errorf(c, "[token.TokenRevokeHandler] failed to get user, because %s", err.Error())
+			}
+
+			return nil, errs.ErrUserNotFound
+		}
+
+		if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION) {
+			return nil, errs.ErrNotPermittedToPerformThisAction
+		}
+	}
+
 	err = a.tokens.DeleteToken(c, tokenRecord)
 
 	if err != nil {
@@ -170,6 +186,24 @@ func (a *TokensApi) TokenRevokeAllHandler(c *core.WebContext) (any, *errs.Error)
 
 	tokens = append(tokens[:currentTokenIndex], tokens[currentTokenIndex+1:]...)
 
+	if len(tokens) < 1 {
+		return nil, errs.ErrTokenRecordNotFound
+	}
+
+	user, err := a.users.GetUserById(c, uid)
+
+	if err != nil {
+		if !errs.IsCustomError(err) {
+			log.Errorf(c, "[token.TokenRevokeAllHandler] failed to get user, because %s", err.Error())
+		}
+
+		return nil, errs.ErrUserNotFound
+	}
+
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	err = a.tokens.DeleteTokens(c, uid, tokens)
 
 	if err != nil {

pkg/api/transaction_categories.go

@@ -29,6 +29,9 @@ var (
 			container: settings.Container,
 		},
 		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
 			container: duplicatechecker.Container,
 		},
 		categories: services.TransactionCategories,
@@ -161,7 +164,7 @@ func (a *TransactionCategoriesApi) CategoryCreateHandler(c *core.WebContext) (an
 
 	log.Infof(c, "[transaction_categories.CategoryCreateHandler] user \"uid:%d\" has created a new category \"id:%d\" successfully", uid, category.CategoryId)
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_CATEGORY, uid, categoryCreateReq.ClientSessionId, utils.Int64ToString(category.CategoryId))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_CATEGORY, uid, categoryCreateReq.ClientSessionId, utils.Int64ToString(category.CategoryId))
 	categoryResp := category.ToTransactionCategoryInfoResponse()
 
 	return categoryResp, nil
@@ -226,11 +229,11 @@ func (a *TransactionCategoriesApi) CategoryModifyHandler(c *core.WebContext) (an
 		return nil, errs.ErrNothingWillBeUpdated
 	}
 
-	if category.ParentCategoryId == 0 && newCategory.ParentCategoryId != 0 {
+	if category.ParentCategoryId == models.LevelOneTransactionCategoryParentId && newCategory.ParentCategoryId != models.LevelOneTransactionCategoryParentId {
 		return nil, errs.Or(err, errs.ErrNotAllowChangePrimaryTransactionCategoryToSecondary)
 	}
 
-	if category.ParentCategoryId != 0 && newCategory.ParentCategoryId == 0 {
+	if category.ParentCategoryId != models.LevelOneTransactionCategoryParentId && newCategory.ParentCategoryId == models.LevelOneTransactionCategoryParentId {
 		return nil, errs.Or(err, errs.ErrNotAllowChangeSecondaryTransactionCategoryToPrimary)
 	}
 
@@ -253,7 +256,7 @@ func (a *TransactionCategoriesApi) CategoryModifyHandler(c *core.WebContext) (an
 			return nil, errs.Or(err, errs.ErrNotAllowChangePrimaryTransactionType)
 		}
 
-		if toPrimaryCategory.ParentCategoryId != 0 {
+		if toPrimaryCategory.ParentCategoryId != models.LevelOneTransactionCategoryParentId {
 			return nil, errs.Or(err, errs.ErrNotAllowUseSecondaryTransactionAsPrimaryCategory)
 		}
 	}
@@ -430,7 +433,7 @@ func (a *TransactionCategoriesApi) getTransactionCategoryListByTypeResponse(cate
 	for i := 0; i < len(categoryResps); i++ {
 		categoryResp := categoryResps[i]
 
-		if categoryResp.ParentId <= models.LevelOneTransactionParentId {
+		if categoryResp.ParentId <= models.LevelOneTransactionCategoryParentId {
 			continue
 		}
 
@@ -446,7 +449,7 @@ func (a *TransactionCategoriesApi) getTransactionCategoryListByTypeResponse(cate
 	finalCategoryResps := make(models.TransactionCategoryInfoResponseSlice, 0)
 
 	for i := 0; i < len(categoryResps); i++ {
-		if parentId <= 0 && categoryResps[i].ParentId == models.LevelOneTransactionParentId {
+		if parentId <= 0 && categoryResps[i].ParentId == models.LevelOneTransactionCategoryParentId {
 			sort.Sort(categoryResps[i].SubCategories)
 			finalCategoryResps = append(finalCategoryResps, categoryResps[i])
 		} else if parentId > 0 && categoryResps[i].ParentId == parentId {

pkg/api/transaction_pictures.go

@@ -26,6 +26,9 @@ var (
 			container: settings.Container,
 		},
 		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
 			container: duplicatechecker.Container,
 		},
 		users:    services.Users,
@@ -112,7 +115,7 @@ func (a *TransactionPicturesApi) TransactionPictureUploadHandler(c *core.WebCont
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_PICTURE, uid, clientSessionId, utils.Int64ToString(pictureInfo.PictureId))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_PICTURE, uid, clientSessionId, utils.Int64ToString(pictureInfo.PictureId))
 	pictureInfoResp := a.GetTransactionPictureInfoResponse(pictureInfo)
 
 	return pictureInfoResp, nil

pkg/api/transaction_tags.go

@@ -101,6 +101,47 @@ func (a *TransactionTagsApi) TagCreateHandler(c *core.WebContext) (any, *errs.Er
 	return tagResp, nil
 }
 
+// TagCreateBatchHandler saves some new transaction tags by request parameters for current user
+func (a *TransactionTagsApi) TagCreateBatchHandler(c *core.WebContext) (any, *errs.Error) {
+	var tagCreateBatchReq models.TransactionTagCreateBatchRequest
+	err := c.ShouldBindJSON(&tagCreateBatchReq)
+
+	if err != nil {
+		log.Warnf(c, "[transaction_tags.TagCreateBatchHandler] parse request failed, because %s", err.Error())
+		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
+	}
+
+	uid := c.GetCurrentUid()
+
+	maxOrderId, err := a.tags.GetMaxDisplayOrder(c, uid)
+
+	if err != nil {
+		log.Errorf(c, "[transaction_tags.TagCreateBatchHandler] failed to get max display order for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	tags := a.createNewTagModels(uid, &tagCreateBatchReq, maxOrderId+1)
+
+	err = a.tags.CreateTags(c, uid, tags, tagCreateBatchReq.SkipExists)
+
+	if err != nil {
+		log.Errorf(c, "[transaction_tags.TagCreateBatchHandler] failed to create tags for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	log.Infof(c, "[transaction_tags.TagCreateBatchHandler] user \"uid:%d\" has created tags successfully", uid)
+
+	tagResps := make(models.TransactionTagInfoResponseSlice, len(tags))
+
+	for i := 0; i < len(tags); i++ {
+		tagResps[i] = tags[i].ToTransactionTagInfoResponse()
+	}
+
+	sort.Sort(tagResps)
+
+	return tagResps, nil
+}
+
 // TagModifyHandler saves an existed transaction tag by request parameters for current user
 func (a *TransactionTagsApi) TagModifyHandler(c *core.WebContext) (any, *errs.Error) {
 	var tagModifyReq models.TransactionTagModifyRequest
@@ -230,3 +271,15 @@ func (a *TransactionTagsApi) createNewTagModel(uid int64, tagCreateReq *models.T
 		DisplayOrder: order,
 	}
 }
+
+func (a *TransactionTagsApi) createNewTagModels(uid int64, tagCreateBatchReq *models.TransactionTagCreateBatchRequest, order int32) []*models.TransactionTag {
+	tags := make([]*models.TransactionTag, len(tagCreateBatchReq.Tags))
+
+	for i := 0; i < len(tagCreateBatchReq.Tags); i++ {
+		tagCreateReq := tagCreateBatchReq.Tags[i]
+		tag := a.createNewTagModel(uid, tagCreateReq, order+int32(i))
+		tags[i] = tag
+	}
+
+	return tags
+}

pkg/api/transaction_templates.go

@@ -31,6 +31,9 @@ var (
 			container: settings.Container,
 		},
 		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
 			container: duplicatechecker.Container,
 		},
 		templates: services.TransactionTemplates,
@@ -156,7 +159,12 @@ func (a *TransactionTemplatesApi) TemplateCreateHandler(c *core.WebContext) (any
 	}
 
 	serverUtcOffset := utils.GetServerTimezoneOffsetMinutes()
-	template := a.createNewTemplateModel(uid, &templateCreateReq, maxOrderId+1)
+	template, err := a.createNewTemplateModel(uid, &templateCreateReq, maxOrderId+1)
+
+	if err != nil {
+		log.Errorf(c, "[transaction_templates.TemplateCreateHandler] failed to create new template for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
 
 	if a.CurrentConfig().EnableDuplicateSubmissionsCheck && templateCreateReq.ClientSessionId != "" {
 		found, remark := a.GetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_TEMPLATE, uid, templateCreateReq.ClientSessionId)
@@ -189,7 +197,7 @@ func (a *TransactionTemplatesApi) TemplateCreateHandler(c *core.WebContext) (any
 
 	log.Infof(c, "[transaction_templates.TemplateCreateHandler] user \"uid:%d\" has created a new template \"id:%d\" successfully", uid, template.TemplateId)
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_TEMPLATE, uid, templateCreateReq.ClientSessionId, utils.Int64ToString(template.TemplateId))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_TEMPLATE, uid, templateCreateReq.ClientSessionId, utils.Int64ToString(template.TemplateId))
 	templateResp := template.ToTransactionTemplateInfoResponse(serverUtcOffset)
 
 	return templateResp, nil
@@ -260,6 +268,34 @@ func (a *TransactionTemplatesApi) TemplateModifyHandler(c *core.WebContext) (any
 		newTemplate.ScheduledFrequency = a.getOrderedFrequencyValues(*templateModifyReq.ScheduledFrequency)
 		newTemplate.ScheduledAt = a.getUTCScheduledAt(*templateModifyReq.ScheduledTimezoneUtcOffset)
 		newTemplate.ScheduledTimezoneUtcOffset = *templateModifyReq.ScheduledTimezoneUtcOffset
+
+		if templateModifyReq.ScheduledStartDate != nil {
+			startTime, err := utils.ParseFromLongDateFirstTime(*templateModifyReq.ScheduledStartDate, *templateModifyReq.ScheduledTimezoneUtcOffset)
+
+			if err != nil {
+				log.Errorf(c, "[transaction_templates.TemplateModifyHandler] failed to parse scheduled start date for user \"uid:%d\", because %s", uid, err.Error())
+				return nil, errs.Or(err, errs.ErrOperationFailed)
+			}
+
+			startUnixTime := startTime.Unix()
+			newTemplate.ScheduledStartTime = &startUnixTime
+		}
+
+		if templateModifyReq.ScheduledEndDate != nil {
+			endTime, err := utils.ParseFromLongDateLastTime(*templateModifyReq.ScheduledEndDate, *templateModifyReq.ScheduledTimezoneUtcOffset)
+
+			if err != nil {
+				log.Errorf(c, "[transaction_templates.TemplateModifyHandler] failed to parse scheduled end date for user \"uid:%d\", because %s", uid, err.Error())
+				return nil, errs.Or(err, errs.ErrOperationFailed)
+			}
+
+			endUnixTime := endTime.Unix()
+			newTemplate.ScheduledEndTime = &endUnixTime
+		}
+
+		if newTemplate.ScheduledStartTime != nil && newTemplate.ScheduledEndTime != nil && *newTemplate.ScheduledStartTime > *newTemplate.ScheduledEndTime {
+			return nil, errs.ErrScheduledTransactionTemplateStartDataLaterThanEndDate
+		}
 	}
 
 	if newTemplate.Name == template.Name &&
@@ -277,6 +313,8 @@ func (a *TransactionTemplatesApi) TemplateModifyHandler(c *core.WebContext) (any
 		} else if template.TemplateType == models.TRANSACTION_TEMPLATE_TYPE_SCHEDULE {
 			if newTemplate.ScheduledFrequencyType == template.ScheduledFrequencyType &&
 				newTemplate.ScheduledFrequency == template.ScheduledFrequency &&
+				newTemplate.ScheduledStartTime == template.ScheduledStartTime &&
+				newTemplate.ScheduledEndTime == template.ScheduledEndTime &&
 				newTemplate.ScheduledAt == template.ScheduledAt &&
 				newTemplate.ScheduledTimezoneUtcOffset == template.ScheduledTimezoneUtcOffset {
 				return nil, errs.ErrNothingWillBeUpdated
@@ -419,7 +457,7 @@ func (a *TransactionTemplatesApi) TemplateDeleteHandler(c *core.WebContext) (any
 	return true, nil
 }
 
-func (a *TransactionTemplatesApi) createNewTemplateModel(uid int64, templateCreateReq *models.TransactionTemplateCreateRequest, order int32) *models.TransactionTemplate {
+func (a *TransactionTemplatesApi) createNewTemplateModel(uid int64, templateCreateReq *models.TransactionTemplateCreateRequest, order int32) (*models.TransactionTemplate, error) {
 	template := &models.TransactionTemplate{
 		Uid:                  uid,
 		TemplateType:         templateCreateReq.TemplateType,
@@ -441,9 +479,35 @@ func (a *TransactionTemplatesApi) createNewTemplateModel(uid int64, templateCrea
 		template.ScheduledFrequency = a.getOrderedFrequencyValues(*templateCreateReq.ScheduledFrequency)
 		template.ScheduledAt = a.getUTCScheduledAt(*templateCreateReq.ScheduledTimezoneUtcOffset)
 		template.ScheduledTimezoneUtcOffset = *templateCreateReq.ScheduledTimezoneUtcOffset
+
+		if templateCreateReq.ScheduledStartDate != nil {
+			startTime, err := utils.ParseFromLongDateFirstTime(*templateCreateReq.ScheduledStartDate, *templateCreateReq.ScheduledTimezoneUtcOffset)
+
+			if err != nil {
+				return nil, err
+			}
+
+			startUnixTime := startTime.Unix()
+			template.ScheduledStartTime = &startUnixTime
+		}
+
+		if templateCreateReq.ScheduledEndDate != nil {
+			endTime, err := utils.ParseFromLongDateLastTime(*templateCreateReq.ScheduledEndDate, *templateCreateReq.ScheduledTimezoneUtcOffset)
+
+			if err != nil {
+				return nil, err
+			}
+
+			endUnixTime := endTime.Unix()
+			template.ScheduledEndTime = &endUnixTime
+		}
+
+		if template.ScheduledStartTime != nil && template.ScheduledEndTime != nil && *template.ScheduledStartTime > *template.ScheduledEndTime {
+			return nil, errs.ErrScheduledTransactionTemplateStartDataLaterThanEndDate
+		}
 	}
 
-	return template
+	return template, nil
 }
 
 func (a *TransactionTemplatesApi) getUTCScheduledAt(scheduledTimezoneUtcOffset int16) int16 {

pkg/api/transactions.go

@@ -1,6 +1,8 @@
 package api
 
 import (
+	"encoding/json"
+	"fmt"
 	"io"
 	"sort"
 	"strings"
@@ -8,6 +10,8 @@ import (
 	orderedmap "github.com/wk8/go-ordered-map/v2"
 
 	"github.com/mayswind/ezbookkeeping/pkg/converters"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/duplicatechecker"
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
@@ -40,6 +44,9 @@ var (
 			container: settings.Container,
 		},
 		ApiUsingDuplicateChecker: ApiUsingDuplicateChecker{
+			ApiUsingConfig: ApiUsingConfig{
+				container: settings.Container,
+			},
 			container: duplicatechecker.Container,
 		},
 		transactions:          services.Transactions,
@@ -89,7 +96,7 @@ func (a *TransactionsApi) TransactionCountHandler(c *core.WebContext) (any, *err
 		}
 	}
 
-	totalCount, err := a.transactions.GetTransactionCount(c, uid, transactionCountReq.MaxTime, transactionCountReq.MinTime, transactionCountReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionCountReq.AmountFilter, transactionCountReq.Keyword)
+	totalCount, err := a.transactions.GetTransactionCount(c, uid, transactionCountReq.MaxTime, transactionCountReq.MinTime, transactionCountReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionCountReq.TagFilterType, transactionCountReq.AmountFilter, transactionCountReq.Keyword)
 
 	if err != nil {
 		log.Errorf(c, "[transactions.TransactionCountHandler] failed to get transaction count for user \"uid:%d\", because %s", uid, err.Error())
@@ -160,7 +167,7 @@ func (a *TransactionsApi) TransactionListHandler(c *core.WebContext) (any, *errs
 	var totalCount int64
 
 	if transactionListReq.WithCount {
-		totalCount, err = a.transactions.GetTransactionCount(c, uid, transactionListReq.MaxTime, transactionListReq.MinTime, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.AmountFilter, transactionListReq.Keyword)
+		totalCount, err = a.transactions.GetTransactionCount(c, uid, transactionListReq.MaxTime, transactionListReq.MinTime, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.TagFilterType, transactionListReq.AmountFilter, transactionListReq.Keyword)
 
 		if err != nil {
 			log.Errorf(c, "[transactions.TransactionListHandler] failed to get transaction count for user \"uid:%d\", because %s", uid, err.Error())
@@ -168,7 +175,7 @@ func (a *TransactionsApi) TransactionListHandler(c *core.WebContext) (any, *errs
 		}
 	}
 
-	transactions, err := a.transactions.GetTransactionsByMaxTime(c, uid, transactionListReq.MaxTime, transactionListReq.MinTime, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.AmountFilter, transactionListReq.Keyword, transactionListReq.Page, transactionListReq.Count, true, true)
+	transactions, err := a.transactions.GetTransactionsByMaxTime(c, uid, transactionListReq.MaxTime, transactionListReq.MinTime, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.TagFilterType, transactionListReq.AmountFilter, transactionListReq.Keyword, transactionListReq.Page, transactionListReq.Count, true, true)
 
 	if err != nil {
 		log.Errorf(c, "[transactions.TransactionListHandler] failed to get transactions earlier than \"%d\" for user \"uid:%d\", because %s", transactionListReq.MaxTime, uid, err.Error())
@@ -260,7 +267,7 @@ func (a *TransactionsApi) TransactionMonthListHandler(c *core.WebContext) (any,
 		}
 	}
 
-	transactions, err := a.transactions.GetTransactionsInMonthByPage(c, uid, transactionListReq.Year, transactionListReq.Month, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.AmountFilter, transactionListReq.Keyword)
+	transactions, err := a.transactions.GetTransactionsInMonthByPage(c, uid, transactionListReq.Year, transactionListReq.Month, transactionListReq.Type, allCategoryIds, allAccountIds, allTagIds, noTags, transactionListReq.TagFilterType, transactionListReq.AmountFilter, transactionListReq.Keyword)
 
 	if err != nil {
 		log.Errorf(c, "[transactions.TransactionMonthListHandler] failed to get transactions in month \"%d-%d\" for user \"uid:%d\", because %s", transactionListReq.Year, transactionListReq.Month, uid, err.Error())
@@ -299,8 +306,20 @@ func (a *TransactionsApi) TransactionStatisticsHandler(c *core.WebContext) (any,
 		return nil, errs.ErrClientTimezoneOffsetInvalid
 	}
 
+	var allTagIds []int64
+	noTags := statisticReq.TagIds == "none"
+
+	if !noTags {
+		allTagIds, err = a.getTagIds(statisticReq.TagIds)
+
+		if err != nil {
+			log.Warnf(c, "[transactions.TransactionStatisticsHandler] get transaction tag ids error, because %s", err.Error())
+			return nil, errs.Or(err, errs.ErrOperationFailed)
+		}
+	}
+
 	uid := c.GetCurrentUid()
-	totalAmounts, err := a.transactions.GetAccountsAndCategoriesTotalIncomeAndExpense(c, uid, statisticReq.StartTime, statisticReq.EndTime, utcOffset, statisticReq.UseTransactionTimezone)
+	totalAmounts, err := a.transactions.GetAccountsAndCategoriesTotalIncomeAndExpense(c, uid, statisticReq.StartTime, statisticReq.EndTime, allTagIds, noTags, statisticReq.TagFilterType, utcOffset, statisticReq.UseTransactionTimezone)
 
 	if err != nil {
 		log.Errorf(c, "[transactions.TransactionStatisticsHandler] failed to get accounts and categories total income and expense for user \"uid:%d\", because %s", uid, err.Error())
@@ -350,18 +369,30 @@ func (a *TransactionsApi) TransactionStatisticsTrendsHandler(c *core.WebContext)
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
+	var allTagIds []int64
+	noTags := statisticTrendsReq.TagIds == "none"
+
+	if !noTags {
+		allTagIds, err = a.getTagIds(statisticTrendsReq.TagIds)
+
+		if err != nil {
+			log.Warnf(c, "[transactions.TransactionStatisticsTrendsHandler] get transaction tag ids error, because %s", err.Error())
+			return nil, errs.Or(err, errs.ErrOperationFailed)
+		}
+	}
+
 	uid := c.GetCurrentUid()
-	allMonthlyTotalAmounts, err := a.transactions.GetAccountsAndCategoriesMonthlyIncomeAndExpense(c, uid, startYear, startMonth, endYear, endMonth, utcOffset, statisticTrendsReq.UseTransactionTimezone)
+	allMonthlyTotalAmounts, err := a.transactions.GetAccountsAndCategoriesMonthlyIncomeAndExpense(c, uid, startYear, startMonth, endYear, endMonth, allTagIds, noTags, statisticTrendsReq.TagFilterType, utcOffset, statisticTrendsReq.UseTransactionTimezone)
 
 	if err != nil {
 		log.Errorf(c, "[transactions.TransactionStatisticsTrendsHandler] failed to get accounts and categories total income and expense for user \"uid:%d\", because %s", uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	statisticTrendsResp := make(models.TransactionStatisticTrendsItemSlice, 0, len(allMonthlyTotalAmounts))
+	statisticTrendsResp := make(models.TransactionStatisticTrendsResponseItemSlice, 0, len(allMonthlyTotalAmounts))
 
 	for yearMonth, monthlyTotalAmounts := range allMonthlyTotalAmounts {
-		monthlyStatisticResp := &models.TransactionStatisticTrendsItem{
+		monthlyStatisticResp := &models.TransactionStatisticTrendsResponseItem{
 			Year:  yearMonth / 100,
 			Month: yearMonth % 100,
 			Items: make([]*models.TransactionStatisticResponseItem, len(monthlyTotalAmounts)),
@@ -757,7 +788,7 @@ func (a *TransactionsApi) TransactionCreateHandler(c *core.WebContext) (any, *er
 
 	log.Infof(c, "[transactions.TransactionCreateHandler] user \"uid:%d\" has created a new transaction \"id:%d\" successfully", uid, transaction.TransactionId)
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_TRANSACTION, uid, transactionCreateReq.ClientSessionId, utils.Int64ToString(transaction.TransactionId))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_NEW_TRANSACTION, uid, transactionCreateReq.ClientSessionId, utils.Int64ToString(transaction.TransactionId))
 	transactionResp := transaction.ToTransactionInfoResponse(tagIds, transactionEditable)
 	transactionResp.Pictures = a.GetTransactionPictureInfoResponseList(pictureInfos)
 
@@ -1006,6 +1037,83 @@ func (a *TransactionsApi) TransactionDeleteHandler(c *core.WebContext) (any, *er
 	return true, nil
 }
 
+// TransactionParseImportDsvFileDataHandler returns the parsed file data by request parameters for current user
+func (a *TransactionsApi) TransactionParseImportDsvFileDataHandler(c *core.WebContext) (any, *errs.Error) {
+	uid := c.GetCurrentUid()
+	form, err := c.MultipartForm()
+
+	if err != nil {
+		log.Errorf(c, "[transactions.TransactionParseImportDsvFileDataHandler] failed to get multi-part form data for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.ErrParameterInvalid
+	}
+
+	fileTypes := form.Value["fileType"]
+
+	if len(fileTypes) < 1 || fileTypes[0] == "" {
+		return nil, errs.ErrImportFileTypeIsEmpty
+	}
+
+	fileType := fileTypes[0]
+
+	if !converters.IsCustomDelimiterSeparatedValuesFileType(fileType) {
+		return nil, errs.Or(err, errs.ErrImportFileTypeNotSupported)
+	}
+
+	fileEncodings := form.Value["fileEncoding"]
+
+	if len(fileEncodings) < 1 || fileEncodings[0] == "" {
+		return nil, errs.ErrImportFileEncodingIsEmpty
+	}
+
+	fileEncoding := fileEncodings[0]
+	dataParser, err := converters.CreateNewDelimiterSeparatedValuesDataParser(fileType, fileEncoding)
+
+	if err != nil {
+		return nil, errs.Or(err, errs.ErrImportFileTypeNotSupported)
+	}
+
+	importFiles := form.File["file"]
+
+	if len(importFiles) < 1 {
+		log.Warnf(c, "[transactions.TransactionParseImportDsvFileDataHandler] there is no import file in request for user \"uid:%d\"", uid)
+		return nil, errs.ErrNoFilesUpload
+	}
+
+	if importFiles[0].Size < 1 {
+		log.Warnf(c, "[transactions.TransactionParseImportDsvFileDataHandler] the size of import file in request is zero for user \"uid:%d\"", uid)
+		return nil, errs.ErrUploadedFileEmpty
+	}
+
+	if importFiles[0].Size > int64(a.CurrentConfig().MaxImportFileSize) {
+		log.Warnf(c, "[transactions.TransactionParseImportDsvFileDataHandler] the upload file size \"%d\" exceeds the maximum size \"%d\" of import file for user \"uid:%d\"", importFiles[0].Size, a.CurrentConfig().MaxImportFileSize, uid)
+		return nil, errs.ErrExceedMaxUploadFileSize
+	}
+
+	importFile, err := importFiles[0].Open()
+
+	if err != nil {
+		log.Errorf(c, "[transactions.TransactionParseImportDsvFileDataHandler] failed to get import file from request for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.ErrOperationFailed
+	}
+
+	defer importFile.Close()
+	fileData, err := io.ReadAll(importFile)
+
+	if err != nil {
+		log.Errorf(c, "[transactions.TransactionParseImportDsvFileDataHandler] failed to read import file data for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	allLines, err := dataParser.ParseDsvFileLines(c, fileData)
+
+	if err != nil {
+		log.Errorf(c, "[transactions.TransactionParseImportDsvFileDataHandler] failed to parse import file data for user \"uid:%d\", because %s", uid, err.Error())
+		return nil, errs.Or(err, errs.ErrOperationFailed)
+	}
+
+	return allLines, nil
+}
+
 // TransactionParseImportFileHandler returns the parsed transaction data by request parameters for current user
 func (a *TransactionsApi) TransactionParseImportFileHandler(c *core.WebContext) (any, *errs.Error) {
 	uid := c.GetCurrentUid()
@@ -1030,7 +1138,98 @@ func (a *TransactionsApi) TransactionParseImportFileHandler(c *core.WebContext)
 	}
 
 	fileType := fileTypes[0]
-	dataImporter, err := converters.GetTransactionDataImporter(fileType)
+
+	var dataImporter converter.TransactionDataImporter
+
+	if converters.IsCustomDelimiterSeparatedValuesFileType(fileType) {
+		fileEncodings := form.Value["fileEncoding"]
+
+		if len(fileEncodings) < 1 || fileEncodings[0] == "" {
+			return nil, errs.ErrImportFileEncodingIsEmpty
+		}
+
+		fileEncoding := fileEncodings[0]
+
+		columnMappings := form.Value["columnMapping"]
+
+		if len(columnMappings) < 1 || columnMappings[0] == "" {
+			return nil, errs.ErrImportFileColumnMappingInvalid
+		}
+
+		var columnIndexMapping = map[datatable.TransactionDataTableColumn]int{}
+		err = json.Unmarshal([]byte(columnMappings[0]), &columnIndexMapping)
+
+		if err != nil {
+			log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to parse column mapping for user \"uid:%d\", because %s", uid, err.Error())
+			return nil, errs.ErrImportFileColumnMappingInvalid
+		}
+
+		transactionTypeMappings := form.Value["transactionTypeMapping"]
+
+		if len(transactionTypeMappings) < 1 || transactionTypeMappings[0] == "" {
+			return nil, errs.ErrImportFileTransactionTypeMappingInvalid
+		}
+
+		var transactionTypeNameMapping = map[string]models.TransactionType{}
+		err = json.Unmarshal([]byte(transactionTypeMappings[0]), &transactionTypeNameMapping)
+
+		if err != nil {
+			log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to parse transaction type mapping for user \"uid:%d\", because %s", uid, err.Error())
+			return nil, errs.ErrImportFileTransactionTypeMappingInvalid
+		}
+
+		hasHeaderLines := form.Value["hasHeaderLine"]
+		hasHeaderLine := false
+
+		if len(hasHeaderLines) > 0 {
+			hasHeaderLine = hasHeaderLines[0] == "true"
+		}
+
+		timeFormats := form.Value["timeFormat"]
+
+		if len(timeFormats) < 1 || timeFormats[0] == "" {
+			return nil, errs.ErrImportFileTransactionTimeFormatInvalid
+		}
+
+		timezoneFormats := form.Value["timezoneFormat"]
+		timezoneFormat := ""
+
+		if len(timezoneFormats) > 0 {
+			timezoneFormat = timezoneFormats[0]
+		}
+
+		amountDecimalSeparators := form.Value["amountDecimalSeparator"]
+		amountDecimalSeparator := ""
+
+		if len(amountDecimalSeparators) > 0 {
+			amountDecimalSeparator = amountDecimalSeparators[0]
+		}
+
+		amountDigitGroupingSymbols := form.Value["amountDigitGroupingSymbol"]
+		amountDigitGroupingSymbol := ""
+
+		if len(amountDigitGroupingSymbols) > 0 {
+			amountDigitGroupingSymbol = amountDigitGroupingSymbols[0]
+		}
+
+		geoLocationSeparators := form.Value["geoSeparator"]
+		geoLocationSeparator := ""
+
+		if len(geoLocationSeparators) > 0 {
+			geoLocationSeparator = geoLocationSeparators[0]
+		}
+
+		transactionTagSeparators := form.Value["tagSeparator"]
+		transactionTagSeparator := ""
+
+		if len(transactionTagSeparators) > 0 {
+			transactionTagSeparator = transactionTagSeparators[0]
+		}
+
+		dataImporter, err = converters.CreateNewDelimiterSeparatedValuesDataImporter(fileType, fileEncoding, columnIndexMapping, transactionTypeNameMapping, hasHeaderLine, timeFormats[0], timezoneFormat, amountDecimalSeparator, amountDigitGroupingSymbol, geoLocationSeparator, transactionTagSeparator)
+	} else {
+		dataImporter, err = converters.GetTransactionDataImporter(fileType)
+	}
 
 	if err != nil {
 		return nil, errs.Or(err, errs.ErrImportFileTypeNotSupported)
@@ -1060,6 +1259,7 @@ func (a *TransactionsApi) TransactionParseImportFileHandler(c *core.WebContext)
 		return nil, errs.ErrOperationFailed
 	}
 
+	defer importFile.Close()
 	fileData, err := io.ReadAll(importFile)
 
 	if err != nil {
@@ -1077,28 +1277,32 @@ func (a *TransactionsApi) TransactionParseImportFileHandler(c *core.WebContext)
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_IMPORT_TRANSACTION) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	accounts, err := a.accounts.GetAllAccountsByUid(c, user.Uid)
 
 	if err != nil {
-		log.BootErrorf(c, "[transactions.TransactionParseImportFileHandler] failed to get accounts for user \"uid:%d\", because %s", user.Uid, err.Error())
+		log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to get accounts for user \"uid:%d\", because %s", user.Uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	accountMap := a.accounts.GetAccountNameMapByList(accounts)
+	accountMap := a.accounts.GetVisibleAccountNameMapByList(accounts)
 
 	categories, err := a.transactionCategories.GetAllCategoriesByUid(c, user.Uid, 0, -1)
 
 	if err != nil {
-		log.BootErrorf(c, "[transactions.TransactionParseImportFileHandler] failed to get categories for user \"uid:%d\", because %s", user.Uid, err.Error())
+		log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to get categories for user \"uid:%d\", because %s", user.Uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
-	expenseCategoryMap, incomeCategoryMap, transferCategoryMap := a.transactionCategories.GetCategoryNameMapByList(categories)
+	expenseCategoryMap, incomeCategoryMap, transferCategoryMap := a.transactionCategories.GetVisibleSubCategoryNameMapByList(categories)
 
 	tags, err := a.transactionTags.GetAllTagsByUid(c, user.Uid)
 
 	if err != nil {
-		log.BootErrorf(c, "[transactions.TransactionParseImportFileHandler] failed to get tags for user \"uid:%d\", because %s", user.Uid, err.Error())
+		log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to get tags for user \"uid:%d\", because %s", user.Uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
@@ -1107,7 +1311,7 @@ func (a *TransactionsApi) TransactionParseImportFileHandler(c *core.WebContext)
 	parsedTransactions, _, _, _, _, _, err := dataImporter.ParseImportedData(c, user, fileData, utcOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 
 	if err != nil {
-		log.BootErrorf(c, "[transactions.TransactionParseImportFileHandler] failed to parse imported data for user \"uid:%d\", because %s", user.Uid, err.Error())
+		log.Errorf(c, "[transactions.TransactionParseImportFileHandler] failed to parse imported data for user \"uid:%d\", because %s", user.Uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
@@ -1141,11 +1345,21 @@ func (a *TransactionsApi) TransactionImportHandler(c *core.WebContext) (any, *er
 		found, remark := a.GetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportReq.ClientSessionId)
 
 		if found {
-			log.Infof(c, "[transactions.TransactionImportHandler] another \"%s\" transactions has been imported for user \"uid:%d\"", remark, uid)
-			count, err := utils.StringToInt(remark)
+			items := strings.Split(remark, ":")
 
-			if err == nil {
-				return count, nil
+			if len(items) >= 2 {
+				if items[0] == "finished" {
+					log.Infof(c, "[transactions.TransactionImportHandler] another \"%s\" transactions has been imported for user \"uid:%d\"", items[1], uid)
+					count, err := utils.StringToInt(items[1])
+
+					if err == nil {
+						return count, nil
+					}
+				} else if items[0] == "processing" {
+					return nil, errs.ErrRepeatedRequest
+				}
+			} else {
+				log.Warnf(c, "[transactions.TransactionImportHandler] another transaction import task may be executing, but remark \"%s\" is invalid", remark)
 			}
 		}
 	}
@@ -1201,6 +1415,10 @@ func (a *TransactionsApi) TransactionImportHandler(c *core.WebContext) (any, *er
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_IMPORT_TRANSACTION) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	newTransactions := make([]*models.Transaction, len(transactionImportReq.Transactions))
 
 	for i := 0; i < len(transactionImportReq.Transactions); i++ {
@@ -1215,21 +1433,74 @@ func (a *TransactionsApi) TransactionImportHandler(c *core.WebContext) (any, *er
 		newTransactions[i] = transaction
 	}
 
-	err = a.transactions.BatchCreateTransactions(c, user.Uid, newTransactions, newTransactionTagIdsMap)
+	err = a.transactions.BatchCreateTransactions(c, user.Uid, newTransactions, newTransactionTagIdsMap, func(currentProcess float64) {
+		a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportReq.ClientSessionId, fmt.Sprintf("processing:%.2f", currentProcess))
+	})
 	count := len(newTransactions)
 
 	if err != nil {
+		a.RemoveSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportReq.ClientSessionId)
 		log.Errorf(c, "[transactions.TransactionImportHandler] failed to import %d transactions for user \"uid:%d\", because %s", count, uid, err.Error())
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
 	log.Infof(c, "[transactions.TransactionImportHandler] user \"uid:%d\" has imported %d transactions successfully", uid, count)
 
-	a.SetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportReq.ClientSessionId, utils.IntToString(count))
+	a.SetSubmissionRemarkIfEnable(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportReq.ClientSessionId, fmt.Sprintf("finished:%d", count))
 
 	return count, nil
 }
 
+// TransactionImportProcessHandler returns the process of specified transaction import task by request parameters for current user
+func (a *TransactionsApi) TransactionImportProcessHandler(c *core.WebContext) (any, *errs.Error) {
+	var transactionImportProcessReq models.TransactionImportProcessRequest
+	err := c.ShouldBindQuery(&transactionImportProcessReq)
+
+	if err != nil {
+		log.Warnf(c, "[transactions.TransactionImportProcessHandler] parse request failed, because %s", err.Error())
+		return nil, errs.NewIncompleteOrIncorrectSubmissionError(err)
+	}
+
+	uid := c.GetCurrentUid()
+
+	if !a.CurrentConfig().EnableDuplicateSubmissionsCheck {
+		return nil, nil
+	}
+
+	found, remark := a.GetSubmissionRemark(duplicatechecker.DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS, uid, transactionImportProcessReq.ClientSessionId)
+
+	if !found {
+		return nil, nil
+	}
+
+	items := strings.Split(remark, ":")
+
+	if len(items) < 2 {
+		return nil, nil
+	}
+
+	if items[0] == "finished" {
+		return 100, nil
+	} else if items[0] != "processing" {
+		return nil, nil
+	}
+
+	process, err := utils.StringToFloat64(items[1])
+
+	if err != nil {
+		log.Warnf(c, "[transactions.TransactionImportProcessHandler] parse process failed, because %s", err.Error())
+		return nil, nil
+	}
+
+	if process < 0 {
+		return nil, nil
+	} else if process >= 100 {
+		process = 100
+	}
+
+	return process, nil
+}
+
 func (a *TransactionsApi) filterTransactions(c *core.WebContext, uid int64, transactions []*models.Transaction, accountMap map[int64]*models.Account) []*models.Transaction {
 	finalTransactions := make([]*models.Transaction, 0, len(transactions))
 

pkg/api/twofactor_authorizations.go

@@ -81,6 +81,10 @@ func (a *TwoFactorAuthorizationsApi) TwoFactorEnableRequestHandler(c *core.WebCo
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	key, err := a.twoFactorAuthorizations.GenerateTwoFactorSecret(c, user)
 
 	if err != nil {
@@ -141,6 +145,10 @@ func (a *TwoFactorAuthorizationsApi) TwoFactorEnableConfirmHandler(c *core.WebCo
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	twoFactorSetting := &models.TwoFactor{
 		Uid:    uid,
 		Secret: confirmReq.Secret,
@@ -229,6 +237,10 @@ func (a *TwoFactorAuthorizationsApi) TwoFactorDisableHandler(c *core.WebContext)
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	if !a.users.IsPasswordEqualsUserPassword(disableReq.Password, user) {
 		return nil, errs.ErrUserPasswordWrong
 	}

pkg/api/users.go

@@ -79,6 +79,7 @@ func (a *UsersApi) UserRegisterHandler(c *core.WebContext) (any, *errs.Error) {
 		DefaultCurrency:      userRegisterReq.DefaultCurrency,
 		FirstDayOfWeek:       userRegisterReq.FirstDayOfWeek,
 		TransactionEditScope: models.TRANSACTION_EDIT_SCOPE_ALL,
+		FeatureRestriction:   a.CurrentConfig().DefaultFeatureRestrictions,
 	}
 
 	err = a.users.CreateUser(c, user)
@@ -251,6 +252,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	userUpdateReq.Email = strings.TrimSpace(userUpdateReq.Email)
 	userUpdateReq.Nickname = strings.TrimSpace(userUpdateReq.Nickname)
 
+	modifyProfileBasicInfo := false
 	anythingUpdate := false
 	userNew := &models.User{
 		Uid:  user.Uid,
@@ -258,12 +260,20 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	}
 
 	if userUpdateReq.Email != "" && userUpdateReq.Email != user.Email {
+		if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL) {
+			return nil, errs.ErrNotPermittedToPerformThisAction
+		}
+
 		user.Email = userUpdateReq.Email
 		userNew.Email = userUpdateReq.Email
 		anythingUpdate = true
 	}
 
 	if userUpdateReq.Password != "" {
+		if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD) {
+			return nil, errs.ErrNotPermittedToPerformThisAction
+		}
+
 		if !a.users.IsPasswordEqualsUserPassword(userUpdateReq.OldPassword, user) {
 			return nil, errs.ErrUserPasswordWrong
 		}
@@ -277,6 +287,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.Nickname != "" && userUpdateReq.Nickname != user.Nickname {
 		user.Nickname = userUpdateReq.Nickname
 		userNew.Nickname = userUpdateReq.Nickname
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	}
 
@@ -299,12 +310,14 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 
 		user.DefaultAccountId = userUpdateReq.DefaultAccountId
 		userNew.DefaultAccountId = userUpdateReq.DefaultAccountId
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	}
 
 	if userUpdateReq.TransactionEditScope != nil && *userUpdateReq.TransactionEditScope != user.TransactionEditScope {
 		user.TransactionEditScope = *userUpdateReq.TransactionEditScope
 		userNew.TransactionEditScope = *userUpdateReq.TransactionEditScope
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.TransactionEditScope = models.TRANSACTION_EDIT_SCOPE_INVALID
@@ -316,18 +329,21 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 		user.Language = userUpdateReq.Language
 		userNew.Language = userUpdateReq.Language
 		modifyUserLanguage = true
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	}
 
 	if userUpdateReq.DefaultCurrency != "" && userUpdateReq.DefaultCurrency != user.DefaultCurrency {
 		user.DefaultCurrency = userUpdateReq.DefaultCurrency
 		userNew.DefaultCurrency = userUpdateReq.DefaultCurrency
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	}
 
 	if userUpdateReq.FirstDayOfWeek != nil && *userUpdateReq.FirstDayOfWeek != user.FirstDayOfWeek {
 		user.FirstDayOfWeek = *userUpdateReq.FirstDayOfWeek
 		userNew.FirstDayOfWeek = *userUpdateReq.FirstDayOfWeek
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.FirstDayOfWeek = core.WEEKDAY_INVALID
@@ -336,6 +352,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.LongDateFormat != nil && *userUpdateReq.LongDateFormat != user.LongDateFormat {
 		user.LongDateFormat = *userUpdateReq.LongDateFormat
 		userNew.LongDateFormat = *userUpdateReq.LongDateFormat
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.LongDateFormat = core.LONG_DATE_FORMAT_INVALID
@@ -344,6 +361,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.ShortDateFormat != nil && *userUpdateReq.ShortDateFormat != user.ShortDateFormat {
 		user.ShortDateFormat = *userUpdateReq.ShortDateFormat
 		userNew.ShortDateFormat = *userUpdateReq.ShortDateFormat
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.ShortDateFormat = core.SHORT_DATE_FORMAT_INVALID
@@ -352,6 +370,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.LongTimeFormat != nil && *userUpdateReq.LongTimeFormat != user.LongTimeFormat {
 		user.LongTimeFormat = *userUpdateReq.LongTimeFormat
 		userNew.LongTimeFormat = *userUpdateReq.LongTimeFormat
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.LongTimeFormat = core.LONG_TIME_FORMAT_INVALID
@@ -360,6 +379,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.ShortTimeFormat != nil && *userUpdateReq.ShortTimeFormat != user.ShortTimeFormat {
 		user.ShortTimeFormat = *userUpdateReq.ShortTimeFormat
 		userNew.ShortTimeFormat = *userUpdateReq.ShortTimeFormat
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.ShortTimeFormat = core.SHORT_TIME_FORMAT_INVALID
@@ -368,6 +388,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.DecimalSeparator != nil && *userUpdateReq.DecimalSeparator != user.DecimalSeparator {
 		user.DecimalSeparator = *userUpdateReq.DecimalSeparator
 		userNew.DecimalSeparator = *userUpdateReq.DecimalSeparator
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.DecimalSeparator = core.DECIMAL_SEPARATOR_INVALID
@@ -376,6 +397,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.DigitGroupingSymbol != nil && *userUpdateReq.DigitGroupingSymbol != user.DigitGroupingSymbol {
 		user.DigitGroupingSymbol = *userUpdateReq.DigitGroupingSymbol
 		userNew.DigitGroupingSymbol = *userUpdateReq.DigitGroupingSymbol
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.DigitGroupingSymbol = core.DIGIT_GROUPING_SYMBOL_INVALID
@@ -384,6 +406,7 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.DigitGrouping != nil && *userUpdateReq.DigitGrouping != user.DigitGrouping {
 		user.DigitGrouping = *userUpdateReq.DigitGrouping
 		userNew.DigitGrouping = *userUpdateReq.DigitGrouping
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.DigitGrouping = core.DIGIT_GROUPING_TYPE_INVALID
@@ -392,14 +415,25 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.CurrencyDisplayType != nil && *userUpdateReq.CurrencyDisplayType != user.CurrencyDisplayType {
 		user.CurrencyDisplayType = *userUpdateReq.CurrencyDisplayType
 		userNew.CurrencyDisplayType = *userUpdateReq.CurrencyDisplayType
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.CurrencyDisplayType = core.CURRENCY_DISPLAY_TYPE_INVALID
 	}
 
+	if userUpdateReq.CoordinateDisplayType != nil && *userUpdateReq.CoordinateDisplayType != user.CoordinateDisplayType {
+		user.CoordinateDisplayType = *userUpdateReq.CoordinateDisplayType
+		userNew.CoordinateDisplayType = *userUpdateReq.CoordinateDisplayType
+		modifyProfileBasicInfo = true
+		anythingUpdate = true
+	} else {
+		userNew.CoordinateDisplayType = core.COORDINATE_DISPLAY_TYPE_INVALID
+	}
+
 	if userUpdateReq.ExpenseAmountColor != nil && *userUpdateReq.ExpenseAmountColor != user.ExpenseAmountColor {
 		user.ExpenseAmountColor = *userUpdateReq.ExpenseAmountColor
 		userNew.ExpenseAmountColor = *userUpdateReq.ExpenseAmountColor
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.ExpenseAmountColor = models.AMOUNT_COLOR_TYPE_INVALID
@@ -408,11 +442,16 @@ func (a *UsersApi) UserUpdateProfileHandler(c *core.WebContext) (any, *errs.Erro
 	if userUpdateReq.IncomeAmountColor != nil && *userUpdateReq.IncomeAmountColor != user.IncomeAmountColor {
 		user.IncomeAmountColor = *userUpdateReq.IncomeAmountColor
 		userNew.IncomeAmountColor = *userUpdateReq.IncomeAmountColor
+		modifyProfileBasicInfo = true
 		anythingUpdate = true
 	} else {
 		userNew.IncomeAmountColor = models.AMOUNT_COLOR_TYPE_INVALID
 	}
 
+	if modifyProfileBasicInfo && user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	if modifyUserLanguage || userNew.DecimalSeparator != core.DECIMAL_SEPARATOR_INVALID || userNew.DigitGroupingSymbol != core.DIGIT_GROUPING_SYMBOL_INVALID {
 		decimalSeparator := userNew.DecimalSeparator
 		digitGroupingSymbol := userNew.DigitGroupingSymbol
@@ -525,6 +564,10 @@ func (a *UsersApi) UserUpdateAvatarHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	form, err := c.MultipartForm()
 
 	if err != nil {
@@ -588,6 +631,10 @@ func (a *UsersApi) UserRemoveAvatarHandler(c *core.WebContext) (any, *errs.Error
 		return nil, errs.ErrUserNotFound
 	}
 
+	if user.FeatureRestriction.Contains(core.USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR) {
+		return nil, errs.ErrNotPermittedToPerformThisAction
+	}
+
 	if user.CustomAvatarType == "" {
 		return nil, errs.ErrNothingWillBeUpdated
 	}

pkg/cli/user_data.go

@@ -88,6 +88,7 @@ func (l *UserDataCli) AddNewUser(c *core.CliContext, username string, email stri
 		DefaultCurrency:      defaultCurrency,
 		FirstDayOfWeek:       core.WEEKDAY_SUNDAY,
 		TransactionEditScope: models.TRANSACTION_EDIT_SCOPE_ALL,
+		FeatureRestriction:   l.CurrentConfig().DefaultFeatureRestrictions,
 	}
 
 	err := l.users.CreateUser(c, user)
@@ -237,6 +238,57 @@ func (l *UserDataCli) DisableUser(c *core.CliContext, username string) error {
 	return nil
 }
 
+// SetUserFeatureRestrictions sets user feature restrictions according to the specified user name
+func (l *UserDataCli) SetUserFeatureRestrictions(c *core.CliContext, username string, featureRestriction core.UserFeatureRestrictions) error {
+	if username == "" {
+		log.CliErrorf(c, "[user_data.SetUserFeatureRestrictions] user name is empty")
+		return errs.ErrUsernameIsEmpty
+	}
+
+	err := l.users.UpdateUserFeatureRestriction(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.SetUserFeatureRestrictions] failed to set user feature restrictions by user name \"%s\", because %s", username, err.Error())
+		return err
+	}
+
+	return nil
+}
+
+// AddUserFeatureRestrictions adds user feature restrictions according to the specified user name
+func (l *UserDataCli) AddUserFeatureRestrictions(c *core.CliContext, username string, featureRestriction core.UserFeatureRestrictions) error {
+	if username == "" {
+		log.CliErrorf(c, "[user_data.AddUserFeatureRestrictions] user name is empty")
+		return errs.ErrUsernameIsEmpty
+	}
+
+	err := l.users.AddUserFeatureRestriction(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.AddUserFeatureRestrictions] failed to add user feature restrictions by user name \"%s\", because %s", username, err.Error())
+		return err
+	}
+
+	return nil
+}
+
+// RemoveUserFeatureRestrictions removes user feature restrictions according to the specified user name
+func (l *UserDataCli) RemoveUserFeatureRestrictions(c *core.CliContext, username string, featureRestriction core.UserFeatureRestrictions) error {
+	if username == "" {
+		log.CliErrorf(c, "[user_data.RemoveUserFeatureRestrictions] user name is empty")
+		return errs.ErrUsernameIsEmpty
+	}
+
+	err := l.users.RemoveUserFeatureRestriction(c, username, featureRestriction)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.RemoveUserFeatureRestrictions] failed to remove user feature restrictions by user name \"%s\", because %s", username, err.Error())
+		return err
+	}
+
+	return nil
+}
+
 // ResendVerifyEmail resends an email with account activation link
 func (l *UserDataCli) ResendVerifyEmail(c *core.CliContext, username string) error {
 	if !l.CurrentConfig().EnableUserVerifyEmail {
@@ -352,6 +404,30 @@ func (l *UserDataCli) ListUserTokens(c *core.CliContext, username string) ([]*mo
 	return tokens, nil
 }
 
+// CreateNewUserToken returns a new token for the specified user
+func (l *UserDataCli) CreateNewUserToken(c *core.CliContext, username string) (*models.TokenRecord, string, error) {
+	if username == "" {
+		log.CliErrorf(c, "[user_data.CreateNewUserToken] user name is empty")
+		return nil, "", errs.ErrUsernameIsEmpty
+	}
+
+	user, err := l.GetUserByUsername(c, username)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.CreateNewUserToken] error occurs when getting user by user name")
+		return nil, "", err
+	}
+
+	token, tokenRecord, err := l.tokens.CreateTokenViaCli(c, user)
+
+	if err != nil {
+		log.CliErrorf(c, "[user_data.CreateNewUserToken] failed to create token for user \"%s\", because %s", username, err.Error())
+		return nil, "", err
+	}
+
+	return tokenRecord, token, nil
+}
+
 // ClearUserTokens clears all tokens of the specified user
 func (l *UserDataCli) ClearUserTokens(c *core.CliContext, username string) error {
 	if username == "" {
@@ -734,7 +810,7 @@ func (l *UserDataCli) ImportTransaction(c *core.CliContext, username string, fil
 		return errs.ErrOperationFailed
 	}
 
-	err = l.transactions.BatchCreateTransactions(c, user.Uid, newTransactions, newTransactionTagIdsMap)
+	err = l.transactions.BatchCreateTransactions(c, user.Uid, newTransactions, newTransactionTagIdsMap, nil)
 
 	if err != nil {
 		log.CliErrorf(c, "[user_data.ImportTransaction] failed to create transaction, because %s", err.Error())
@@ -800,7 +876,7 @@ func (l *UserDataCli) getUserEssentialData(c *core.CliContext, uid int64, userna
 	return accountMap, categoryMap, tagMap, tagIndexes, tagIndexesMap, nil
 }
 
-func (l *UserDataCli) getUserEssentialDataForImport(c *core.CliContext, uid int64, username string) (accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag, err error) {
+func (l *UserDataCli) getUserEssentialDataForImport(c *core.CliContext, uid int64, username string) (accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag, err error) {
 	if uid <= 0 {
 		log.CliErrorf(c, "[user_data.getUserEssentialDataForImport] user uid \"%d\" is invalid", uid)
 		return nil, nil, nil, nil, nil, errs.ErrUserIdInvalid
@@ -813,7 +889,7 @@ func (l *UserDataCli) getUserEssentialDataForImport(c *core.CliContext, uid int6
 		return nil, nil, nil, nil, nil, err
 	}
 
-	accountMap = l.accounts.GetAccountNameMapByList(accounts)
+	accountMap = l.accounts.GetVisibleAccountNameMapByList(accounts)
 
 	categories, err := l.categories.GetAllCategoriesByUid(c, uid, 0, -1)
 
@@ -822,7 +898,7 @@ func (l *UserDataCli) getUserEssentialDataForImport(c *core.CliContext, uid int6
 		return nil, nil, nil, nil, nil, err
 	}
 
-	expenseCategoryMap, incomeCategoryMap, transferCategoryMap = l.categories.GetCategoryNameMapByList(categories)
+	expenseCategoryMap, incomeCategoryMap, transferCategoryMap = l.categories.GetVisibleSubCategoryNameMapByList(categories)
 
 	tags, err := l.tags.GetAllTagsByUid(c, uid)
 
@@ -883,7 +959,7 @@ func (l *UserDataCli) checkTransactionCategory(c *core.CliContext, transaction *
 		return errs.ErrTransactionCategoryNotFound
 	}
 
-	if category.ParentCategoryId == models.LevelOneTransactionParentId {
+	if category.ParentCategoryId == models.LevelOneTransactionCategoryParentId {
 		log.CliErrorf(c, "[user_data.checkTransactionCategory] the transaction category \"id:%d\" of transaction \"id:%d\" is not a sub category", transaction.CategoryId, transaction.TransactionId)
 		return errs.ErrOperationFailed
 	}

pkg/converters/alipay/alipay_transaction_data_csv_file_importer.go

@@ -9,6 +9,7 @@ import (
 	"golang.org/x/text/encoding/simplifiedchinese"
 	"golang.org/x/text/transform"
 
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	csvdatatable "github.com/mayswind/ezbookkeeping/pkg/converters/csv"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -56,7 +57,7 @@ type alipayTransactionDataCsvFileImporter struct {
 }
 
 // ParseImportedData returns the imported data by parsing the alipay transaction csv data
-func (c *alipayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *alipayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	enc := simplifiedchinese.GB18030
 	reader := transform.NewReader(bytes.NewReader(data), enc.NewDecoder())
 
@@ -78,7 +79,7 @@ func (c *alipayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Contex
 
 	transactionRowParser := createAlipayTransactionDataRowParser(c.originalColumnNames)
 	transactionDataTable := datatable.CreateNewCommonTransactionDataTable(commonDataTable, alipayTransactionSupportedColumns, transactionRowParser)
-	dataTableImporter := datatable.CreateNewSimpleImporter(alipayTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(alipayTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/beancount/beancount_amount_expression_evaluator.go

@@ -0,0 +1,197 @@
+package beancount
+
+import (
+	"fmt"
+	"strconv"
+	"strings"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+)
+
+var operatorPriority = map[rune]int{
+	'+': 1,
+	'-': 1,
+	'*': 2,
+	'/': 2,
+}
+
+func toPostfixExprTokens(ctx core.Context, expr string) ([]string, error) {
+	finalTokens := make([]string, 0)
+	operatorStack := make([]rune, 0)
+	currentNumberBuilder := strings.Builder{}
+	isLastTokenOperator := true
+
+	expr = strings.ReplaceAll(expr, " ", "")
+
+	for i := 0; i < len(expr); i++ {
+		ch := rune(expr[i])
+
+		// number
+		if '0' <= ch && ch <= '9' || ch == '.' {
+			currentNumberBuilder.WriteRune(ch)
+			continue
+		} else if ch == '-' && i+1 < len(expr) && '0' <= expr[i+1] && expr[i+1] <= '9' && currentNumberBuilder.Len() == 0 && isLastTokenOperator {
+			currentNumberBuilder.WriteRune(ch)
+			continue
+		}
+
+		// operator or parenthesis
+		if currentNumberBuilder.Len() > 0 {
+			finalTokens = append(finalTokens, currentNumberBuilder.String())
+			currentNumberBuilder.Reset()
+			isLastTokenOperator = false
+		}
+
+		switch ch {
+		case '+', '-', '*', '/':
+			if ch == '-' && isLastTokenOperator {
+				currentNumberBuilder.WriteRune(ch)
+				continue
+			}
+
+			for len(operatorStack) > 0 {
+				topOperator := operatorStack[len(operatorStack)-1]
+
+				if topOperator == '(' {
+					break
+				}
+
+				if operatorPriority[topOperator] >= operatorPriority[ch] {
+					finalTokens = append(finalTokens, string(topOperator))
+					operatorStack = operatorStack[:len(operatorStack)-1]
+				} else {
+					break
+				}
+			}
+
+			operatorStack = append(operatorStack, ch)
+			isLastTokenOperator = true
+		case '(':
+			operatorStack = append(operatorStack, ch)
+			isLastTokenOperator = true
+		case ')':
+			hasLeftParenthesis := false
+
+			for len(operatorStack) > 0 {
+				topOperator := operatorStack[len(operatorStack)-1]
+				operatorStack = operatorStack[:len(operatorStack)-1]
+
+				if topOperator == '(' {
+					hasLeftParenthesis = true
+					break
+				}
+
+				finalTokens = append(finalTokens, string(topOperator))
+			}
+
+			if !hasLeftParenthesis {
+				log.Warnf(ctx, "[beancount_amount_expression_evaluator.toPostfixExprTokens] cannot parse expression \"%s\", because missing left parenthesis", expr)
+				return nil, errs.ErrInvalidAmountExpression
+			}
+
+			isLastTokenOperator = false
+		default:
+			log.Warnf(ctx, "[beancount_amount_expression_evaluator.toPostfixExprTokens] cannot parse expression \"%s\", because containing unknown token \"%c\"", expr, ch)
+			return nil, errs.ErrInvalidAmountExpression
+		}
+	}
+
+	if currentNumberBuilder.Len() > 0 {
+		finalTokens = append(finalTokens, currentNumberBuilder.String())
+	}
+
+	for len(operatorStack) > 0 {
+		topOperator := operatorStack[len(operatorStack)-1]
+		operatorStack = operatorStack[:len(operatorStack)-1]
+
+		if topOperator == '(' {
+			log.Warnf(ctx, "[beancount_amount_expression_evaluator.toPostfixExprTokens] cannot parse expression \"%s\", because missing right parenthesis", expr)
+			return nil, errs.ErrInvalidAmountExpression
+		}
+
+		finalTokens = append(finalTokens, string(topOperator))
+	}
+
+	return finalTokens, nil
+}
+
+func evaluatePostfixExpr(ctx core.Context, tokens []string) (float64, error) {
+	stack := make([]float64, 0)
+
+	for i := 0; i < len(tokens); i++ {
+		token := tokens[i]
+
+		switch token {
+		case "+", "-", "*", "/": // operators
+			if len(stack) < 2 {
+				log.Warnf(ctx, "[beancount_amount_expression_evaluator.evaluatePostfixExpr] cannot evaluate expression \"%s\", because not enough operands", strings.Join(tokens, " "))
+				return 0, errs.ErrInvalidAmountExpression
+			}
+
+			// pop the top two operands
+			b := stack[len(stack)-1]
+			stack = stack[:len(stack)-1]
+
+			a := stack[len(stack)-1]
+			stack = stack[:len(stack)-1]
+
+			// evaluate the operation
+			var result float64
+			switch token {
+			case "+":
+				result = a + b
+			case "-":
+				result = a - b
+			case "*":
+				result = a * b
+			case "/":
+				if b == 0 {
+					log.Warnf(ctx, "[beancount_amount_expression_evaluator.evaluatePostfixExpr] cannot evaluate expression \"%s\", because division by zero", strings.Join(tokens, " "))
+					return 0, errs.ErrInvalidAmountExpression
+				}
+				result = a / b
+			}
+
+			// push the result back to the stack
+			stack = append(stack, result)
+		default: // operands
+			num, err := strconv.ParseFloat(token, 64)
+
+			if err != nil {
+				log.Warnf(ctx, "[beancount_amount_expression_evaluator.evaluatePostfixExpr] cannot evaluate expression \"%s\", because containing invalid number", strings.Join(tokens, " "))
+				return 0, errs.ErrInvalidAmountExpression
+			}
+
+			stack = append(stack, num)
+		}
+	}
+
+	if len(stack) != 1 {
+		log.Warnf(ctx, "[beancount_amount_expression_evaluator.evaluatePostfixExpr] cannot evaluate expression \"%s\", because missing operator", strings.Join(tokens, " "))
+		return 0, errs.ErrInvalidAmountExpression
+	}
+
+	return stack[0], nil
+}
+
+func evaluateBeancountAmountExpression(ctx core.Context, expr string) (string, error) {
+	if expr == "" {
+		return "", nil
+	}
+
+	postfixExprTokens, err := toPostfixExprTokens(ctx, expr)
+
+	if err != nil {
+		return "", err
+	}
+
+	result, err := evaluatePostfixExpr(ctx, postfixExprTokens)
+
+	if err != nil {
+		return "", err
+	}
+
+	return fmt.Sprintf("%.2f", result), nil
+}

pkg/converters/beancount/beancount_amount_expression_evaluator_test.go

@@ -0,0 +1,216 @@
+package beancount
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+)
+
+func TestToPostfixExprTokens_ValidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	result, err := toPostfixExprTokens(context, "1+2")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1", "2", "+"}, result)
+
+	result, err = toPostfixExprTokens(context, "3-4")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"3", "4", "-"}, result)
+
+	result, err = toPostfixExprTokens(context, "5*6")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"5", "6", "*"}, result)
+
+	result, err = toPostfixExprTokens(context, "8/2")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"8", "2", "/"}, result)
+
+	result, err = toPostfixExprTokens(context, "1+2*3-(4/2)")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1", "2", "3", "*", "+", "4", "2", "/", "-"}, result)
+
+	result, err = toPostfixExprTokens(context, "1 + 2 * 3")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1", "2", "3", "*", "+"}, result)
+
+	result, err = toPostfixExprTokens(context, "-1+2")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"-1", "2", "+"}, result)
+
+	result, err = toPostfixExprTokens(context, "1.5+2.3")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1.5", "2.3", "+"}, result)
+
+	result, err = toPostfixExprTokens(context, "(1+2)-3")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1", "2", "+", "3", "-"}, result)
+
+	result, err = toPostfixExprTokens(context, "2*-3-3/-2")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"2", "-3", "*", "3", "-2", "/", "-"}, result)
+
+	result, err = toPostfixExprTokens(context, "-1.2-3.4*(-5.6/7.8*(9.0-1.2))")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"-1.2", "3.4", "-5.6", "7.8", "/", "9.0", "1.2", "-", "*", "*", "-"}, result)
+
+	result, err = toPostfixExprTokens(context, "((((((1+2)*(3+4))))))")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"1", "2", "+", "3", "4", "+", "*"}, result)
+
+	result, err = toPostfixExprTokens(context, "(((())))")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{}, result)
+
+	result, err = toPostfixExprTokens(context, "+-*/")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{"-", "*", "/", "+"}, result)
+
+	result, err = toPostfixExprTokens(context, "")
+	assert.Nil(t, err)
+	assert.Equal(t, []string{}, result)
+}
+
+func TestToPostfixExprTokens_InvalidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	_, err := toPostfixExprTokens(context, "1=2")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = toPostfixExprTokens(context, "(1")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = toPostfixExprTokens(context, "2)")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = toPostfixExprTokens(context, "((((1+2)))")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = toPostfixExprTokens(context, ")(")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+}
+
+func TestEvaluatePostfixExpr_ValidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	result, err := evaluatePostfixExpr(context, []string{"1", "2", "+"})
+	assert.Nil(t, err)
+	assert.Equal(t, float64(3), result)
+
+	result, err = evaluatePostfixExpr(context, []string{"5", "3", "-"})
+	assert.Nil(t, err)
+	assert.Equal(t, float64(2), result)
+
+	result, err = evaluatePostfixExpr(context, []string{"4", "3", "*"})
+	assert.Nil(t, err)
+	assert.Equal(t, float64(12), result)
+
+	result, err = evaluatePostfixExpr(context, []string{"6", "2", "/"})
+	assert.Nil(t, err)
+	assert.Equal(t, float64(3), result)
+
+	result, err = evaluatePostfixExpr(context, []string{"1", "2", "3", "*", "+", "4", "2", "/", "-"})
+	assert.Nil(t, err)
+	assert.Equal(t, float64(5), result)
+}
+
+func TestEvaluatePostfixExpr_InvalidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	_, err := evaluatePostfixExpr(context, []string{"1", "0", "/"})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"1", "+"})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"1", "="})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"1", "("})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"1", ")"})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"1", "2", "+", "3"})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluatePostfixExpr(context, []string{"abc"})
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+}
+
+func TestEvaluateBeancountAmountExpression_ValidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	result, err := evaluateBeancountAmountExpression(context, "")
+	assert.Nil(t, err)
+	assert.Equal(t, "", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "1+2")
+	assert.Nil(t, err)
+	assert.Equal(t, "3.00", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "(1+2)*3")
+	assert.Nil(t, err)
+	assert.Equal(t, "9.00", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "-1+2")
+	assert.Nil(t, err)
+	assert.Equal(t, "1.00", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "1.5+2.5")
+	assert.Nil(t, err)
+	assert.Equal(t, "4.00", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "1+2*3-(4/2)")
+	assert.Nil(t, err)
+	assert.Equal(t, "5.00", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "2*-3-3/-2")
+	assert.Nil(t, err)
+	assert.Equal(t, "-4.50", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "-1.2-3.4*(-5.6/7.8*(9.0-1.2))")
+	assert.Nil(t, err)
+	assert.Equal(t, "17.84", result)
+
+	result, err = evaluateBeancountAmountExpression(context, "(((2+3)))*(((((-5+7)))))")
+	assert.Nil(t, err)
+	assert.Equal(t, "10.00", result)
+}
+
+func TestEvaluateBeancountAmountExpression_InvalidExpression(t *testing.T) {
+	context := core.NewNullContext()
+
+	_, err := evaluateBeancountAmountExpression(context, "1++2")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1^2")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "+-*/")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "a+b")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1/0")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1+(2*3")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1+2*3)")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1+((((2*3)))")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1+2(3)")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+
+	_, err = evaluateBeancountAmountExpression(context, "1)*(2")
+	assert.Equal(t, errs.ErrInvalidAmountExpression, err)
+}

pkg/converters/beancount/beancount_data.go

@@ -0,0 +1,93 @@
+package beancount
+
+import "strings"
+
+const beancountEquityAccountNameOpeningBalance = "Opening-Balances"
+
+// beancountDirective represents the Beancount directive
+type beancountDirective string
+
+// Beancount directives
+const (
+	beancountDirectiveOpen                  beancountDirective = "open"
+	beancountDirectiveClose                 beancountDirective = "close"
+	beancountDirectiveTransaction           beancountDirective = "txn"
+	beancountDirectiveCompletedTransaction  beancountDirective = "*"
+	beancountDirectiveInCompleteTransaction beancountDirective = "!"
+	beancountDirectivePaddingTransaction    beancountDirective = "P"
+	beancountDirectiveCommodity             beancountDirective = "commodity"
+	beancountDirectivePrice                 beancountDirective = "price"
+	beancountDirectiveNote                  beancountDirective = "note"
+	beancountDirectiveDocument              beancountDirective = "document"
+	beancountDirectiveEvent                 beancountDirective = "event"
+	beancountDirectiveBalance               beancountDirective = "balance"
+	beancountDirectivePad                   beancountDirective = "pad"
+	beancountDirectiveQuery                 beancountDirective = "query"
+	beancountDirectiveCustom                beancountDirective = "custom"
+)
+
+// beancountAccountType represents the Beancount account type
+type beancountAccountType byte
+
+// Beancount account types
+const (
+	beancountUnknownAccountType     beancountAccountType = 0
+	beancountAssetsAccountType      beancountAccountType = 1
+	beancountLiabilitiesAccountType beancountAccountType = 2
+	beancountEquityAccountType      beancountAccountType = 3
+	beancountIncomeAccountType      beancountAccountType = 4
+	beancountExpensesAccountType    beancountAccountType = 5
+)
+
+// beancountData defines the structure of beancount data
+type beancountData struct {
+	accounts     map[string]*beancountAccount
+	transactions []*beancountTransactionEntry
+}
+
+// beancountAccount defines the structure of beancount account
+type beancountAccount struct {
+	name        string
+	accountType beancountAccountType
+	openDate    string
+	closeDate   string
+}
+
+// beancountTransactionEntry defines the structure of beancount transaction entry
+type beancountTransactionEntry struct {
+	date      string
+	directive beancountDirective
+	payee     string
+	narration string
+	postings  []*beancountPosting
+	tags      []string
+	links     []string
+	metadata  map[string]string
+}
+
+// beancountPosting defines the structure of beancount transaction posting
+type beancountPosting struct {
+	account            string
+	amount             string
+	originalAmount     string
+	commodity          string
+	totalCost          string
+	totalCostCommodity string
+	price              string
+	priceCommodity     string
+	metadata           map[string]string
+}
+
+func (a *beancountAccount) isOpeningBalanceEquityAccount() bool {
+	if a.accountType != beancountEquityAccountType {
+		return false
+	}
+
+	nameItems := strings.Split(a.name, string(beancountMetadataKeySuffix))
+
+	if len(nameItems) != 2 {
+		return false
+	}
+
+	return nameItems[1] == beancountEquityAccountNameOpeningBalance
+}

pkg/converters/beancount/beancount_data_reader.go

@@ -0,0 +1,655 @@
+package beancount
+
+import (
+	"bytes"
+	"encoding/csv"
+	"io"
+	"strings"
+
+	"golang.org/x/text/encoding/unicode"
+	"golang.org/x/text/transform"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+const beancountDefaultAssetsAccountTypeName = "Assets"
+const beancountDefaultLiabilitiesAccountTypeName = "Liabilities"
+const beancountDefaultEquityAccountTypeName = "Equity"
+const beancountDefaultIncomeAccountTypeName = "Income"
+const beancountDefaultExpenseAccountTypeName = "Expenses"
+
+const beancountOptionAssetsAccountTypeName = "name_assets"
+const beancountOptionLiabilitiesAccountTypeName = "name_liabilities"
+const beancountOptionEquityAccountTypeName = "name_equity"
+const beancountOptionIncomeAccountTypeName = "name_income"
+const beancountOptionExpenseAccountTypeName = "name_expenses"
+
+const beancountCommentPrefix = ';'
+const beancountAccountNameItemsSeparator = ":"
+const beancountMetadataKeySuffix = ':'
+const beancountPricePrefix = '@'
+const beancountLinkPrefix = '^'
+const beancountTagPrefix = '#'
+
+// beancountDataReader defines the structure of Beancount data reader
+type beancountDataReader struct {
+	accountTypeNameMap         map[string]beancountAccountType
+	accountTypeNameReversedMap map[beancountAccountType]string
+	allData                    [][]string
+}
+
+// read returns the imported Beancount data
+// Reference: https://beancount.github.io/docs/beancount_language_syntax.html
+func (r *beancountDataReader) read(ctx core.Context) (*beancountData, error) {
+	if len(r.allData) < 1 {
+		return nil, errs.ErrNotFoundTransactionDataInFile
+	}
+
+	data := &beancountData{
+		accounts:     make(map[string]*beancountAccount),
+		transactions: make([]*beancountTransactionEntry, 0),
+	}
+
+	var err error
+	var currentTransactionEntry *beancountTransactionEntry
+	var currentTransactionPosting *beancountPosting
+	var currentTags []string
+
+	for i := 0; i < len(r.allData); i++ {
+		items := r.allData[i]
+
+		if len(items) == 0 || (len(items) == 1 && len(items[0]) == 0) || (len(r.getNotEmptyItemByIndex(items, 0)) > 0 && r.getNotEmptyItemByIndex(items, 0)[0] == beancountCommentPrefix) { // skip empty or comment lines
+			continue
+		}
+
+		if r.getNotEmptyItemsCount(items) < 2 {
+			log.Warnf(ctx, "[beancount_data_reader.read] cannot parse line#%d \"%s\", because not enough items in line", i, strings.Join(items, " "))
+			continue
+		}
+
+		firstItem := items[0]
+
+		if firstItem == "include" { // not support include directive
+			return nil, errs.ErrBeancountFileNotSupportInclude
+		} else if firstItem == "plugin" { // skip plugin directive lines
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+			continue
+		} else if firstItem == "option" {
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+			r.readAndSetOption(ctx, i, items)
+			continue
+		} else if firstItem == "pushtag" {
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+			currentTags = r.readAndSetTags(ctx, i, items, currentTags, true)
+			continue
+		} else if firstItem == "poptag" {
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+			currentTags = r.readAndSetTags(ctx, i, items, currentTags, false)
+			continue
+		}
+
+		if len(firstItem) == 0 { // original line has space prefix, maybe transaction posting or metadata line
+			actualFirstItem := r.getNotEmptyItemByIndex(items, 0)
+
+			if len(actualFirstItem) == 0 { // skip empty lines
+				continue
+			}
+
+			if ('A' <= actualFirstItem[0] && actualFirstItem[0] <= 'Z') || actualFirstItem[0] == '!' { // transaction posting
+				if currentTransactionEntry != nil && currentTransactionPosting != nil {
+					currentTransactionEntry.postings = append(currentTransactionEntry.postings, currentTransactionPosting)
+					currentTransactionPosting = nil
+				}
+
+				currentTransactionPosting, err = r.readTransactionPostingLine(ctx, i, items, data, actualFirstItem[0] == '!')
+
+				if err != nil {
+					return nil, err
+				}
+			} else if 'a' <= actualFirstItem[0] && actualFirstItem[0] <= 'z' { // metadata
+				metadata := r.readTransactionMetadataLine(ctx, i, items)
+
+				if metadata == nil {
+					continue
+				}
+
+				metadataKey := metadata[0]
+				metadataValue := metadata[1]
+
+				if currentTransactionPosting != nil {
+					if _, exists := currentTransactionPosting.metadata[metadataKey]; !exists {
+						currentTransactionPosting.metadata[metadataKey] = metadataValue
+					}
+				} else if currentTransactionEntry != nil {
+					if _, exists := currentTransactionEntry.metadata[metadataKey]; !exists {
+						currentTransactionEntry.metadata[metadataKey] = metadataValue
+					}
+				}
+			} else {
+				log.Warnf(ctx, "[beancount_data_reader.read] cannot parse line#%d \"%s\", because line prefix is invalid", i, strings.Join(items, " "))
+				currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+				continue
+			}
+		} else if _, err := utils.ParseFromLongDateFirstTime(firstItem, 0); err == nil { // original line has date as first item
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+
+			directive := r.getNotEmptyItemByIndex(items, 1)
+
+			if directive == string(beancountDirectiveOpen) ||
+				directive == string(beancountDirectiveClose) {
+				_, err := r.readAccountLine(ctx, i, items, firstItem, beancountDirective(directive), data)
+
+				if err != nil {
+					return nil, err
+				}
+			} else if directive == string(beancountDirectiveTransaction) ||
+				directive == string(beancountDirectiveCompletedTransaction) ||
+				directive == string(beancountDirectiveInCompleteTransaction) ||
+				directive == string(beancountDirectivePaddingTransaction) {
+				currentTransactionEntry = r.readTransactionLine(ctx, i, items, firstItem, beancountDirective(directive), currentTags)
+			} else if directive == string(beancountDirectiveCommodity) ||
+				directive == string(beancountDirectivePrice) ||
+				directive == string(beancountDirectiveNote) ||
+				directive == string(beancountDirectiveDocument) ||
+				directive == string(beancountDirectiveEvent) ||
+				directive == string(beancountDirectiveBalance) ||
+				directive == string(beancountDirectivePad) ||
+				directive == string(beancountDirectiveQuery) ||
+				directive == string(beancountDirectiveCustom) { // skip commodity / price / note / document / event / balance / pad / query / custom lines
+				continue
+			} else {
+				log.Warnf(ctx, "[beancount_data_reader.read] cannot parse line#%d \"%s\", because directive is unknown", i, strings.Join(items, " "))
+				continue
+			}
+		} else { // first item not start with date or space
+			currentTransactionEntry, currentTransactionPosting = r.updateCurrentState(data, currentTransactionEntry, currentTransactionPosting)
+			continue
+		}
+	}
+
+	if currentTransactionEntry != nil {
+		if currentTransactionPosting != nil {
+			currentTransactionEntry.postings = append(currentTransactionEntry.postings, currentTransactionPosting)
+			currentTransactionPosting = nil
+		}
+
+		data.transactions = append(data.transactions, currentTransactionEntry)
+		currentTransactionEntry = nil
+	}
+
+	return data, nil
+}
+
+func (r *beancountDataReader) updateCurrentState(data *beancountData, currentTransactionEntry *beancountTransactionEntry, currentTransactionPosting *beancountPosting) (*beancountTransactionEntry, *beancountPosting) {
+	if currentTransactionEntry != nil {
+		if currentTransactionPosting != nil {
+			currentTransactionEntry.postings = append(currentTransactionEntry.postings, currentTransactionPosting)
+			currentTransactionPosting = nil
+		}
+
+		data.transactions = append(data.transactions, currentTransactionEntry)
+		currentTransactionEntry = nil
+		currentTransactionPosting = nil
+	}
+
+	return currentTransactionEntry, currentTransactionPosting
+}
+
+func (r *beancountDataReader) readAndSetOption(ctx core.Context, lineIndex int, items []string) {
+	if r.getNotEmptyItemsCount(items) != 3 {
+		log.Warnf(ctx, "[beancount_data_reader.readAndSetOption] cannot parse account type name option line#%d \"%s\", because items count in line not correct", lineIndex, strings.Join(items, " "))
+		return
+	}
+
+	optionName := r.getNotEmptyItemByIndex(items, 1)
+	optionValue := r.getNotEmptyItemByIndex(items, 2)
+
+	switch optionName {
+	case beancountOptionAssetsAccountTypeName:
+		r.setAccountTypeNameMap(beancountAssetsAccountType, optionValue)
+		break
+	case beancountOptionLiabilitiesAccountTypeName:
+		r.setAccountTypeNameMap(beancountLiabilitiesAccountType, optionValue)
+		break
+	case beancountOptionEquityAccountTypeName:
+		r.setAccountTypeNameMap(beancountEquityAccountType, optionValue)
+		break
+	case beancountOptionIncomeAccountTypeName:
+		r.setAccountTypeNameMap(beancountIncomeAccountType, optionValue)
+		break
+	case beancountOptionExpenseAccountTypeName:
+		r.setAccountTypeNameMap(beancountExpensesAccountType, optionValue)
+		break
+	default:
+		log.Warnf(ctx, "[beancount_data_reader.readAndSetOption] skip option line#%d \"%s\"", lineIndex, strings.Join(items, " "))
+		break
+	}
+}
+
+func (r *beancountDataReader) readAndSetTags(ctx core.Context, lineIndex int, items []string, currentTags []string, pushTag bool) []string {
+	if r.getNotEmptyItemsCount(items) != 2 {
+		log.Warnf(ctx, "[beancount_data_reader.readAndSetTags] cannot parse push/pop tag line#%d \"%s\", because items count in line not correct", lineIndex, strings.Join(items, " "))
+		return currentTags
+	}
+
+	tag := r.getNotEmptyItemByIndex(items, 1)
+
+	if len(tag) < 2 || tag[0] != beancountTagPrefix {
+		log.Warnf(ctx, "[beancount_data_reader.readAndSetTags] cannot parse push/pop tag line#%d \"%s\", because tag is invalid", lineIndex, strings.Join(items, " "))
+		return currentTags
+	}
+
+	tag = tag[1:]
+
+	if pushTag {
+		for i := 0; i < len(currentTags); i++ {
+			if currentTags[i] == tag {
+				return currentTags
+			}
+		}
+
+		return append(currentTags, tag)
+	} else { // pop tag
+		for i := 0; i < len(currentTags); i++ {
+			if currentTags[i] == tag {
+				return append(currentTags[:i], currentTags[i+1:]...)
+			}
+		}
+
+		return currentTags
+	}
+}
+
+func (r *beancountDataReader) setAccountTypeNameMap(accountType beancountAccountType, accountTypeName string) {
+	delete(r.accountTypeNameMap, r.accountTypeNameReversedMap[accountType])
+	r.accountTypeNameMap[accountTypeName] = accountType
+	r.accountTypeNameReversedMap[accountType] = accountTypeName
+}
+
+func (r *beancountDataReader) readAccountLine(ctx core.Context, lineIndex int, items []string, date string, directive beancountDirective, data *beancountData) (*beancountAccount, error) {
+	if r.getNotEmptyItemsCount(items) < 3 {
+		log.Warnf(ctx, "[beancount_data_reader.parseAccount] cannot parse account line#%d \"%s\", because items count in line not correct", lineIndex, strings.Join(items, " "))
+		return nil, nil
+	}
+
+	var err error
+	accountName := r.getNotEmptyItemByIndex(items, 2)
+	account, exists := data.accounts[accountName]
+
+	if !exists {
+		account, err = r.createAccount(ctx, data, accountName)
+
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	if directive == beancountDirectiveOpen {
+		account.openDate = date
+		return account, nil
+	} else if directive == beancountDirectiveClose {
+		account.closeDate = date
+		return account, nil
+	} else {
+		log.Warnf(ctx, "[beancount_data_reader.parseAccount] cannot parse account line#%d \"%s\", because directive is invalid", lineIndex, strings.Join(items, " "))
+		return nil, nil
+	}
+}
+
+func (r *beancountDataReader) createAccount(ctx core.Context, data *beancountData, accountName string) (*beancountAccount, error) {
+	account := &beancountAccount{
+		name:        accountName,
+		accountType: beancountUnknownAccountType,
+	}
+
+	accountNameItems := strings.Split(accountName, beancountAccountNameItemsSeparator)
+
+	if len(accountNameItems) > 1 {
+		accountType, exists := r.accountTypeNameMap[accountNameItems[0]]
+
+		if exists {
+			account.accountType = accountType
+		} else {
+			log.Warnf(ctx, "[beancount_data_reader.createAccount] cannot parse account \"%s\", because account type \"%s\" is invalid", accountName, accountNameItems[0])
+			return nil, errs.ErrInvalidBeancountFile
+		}
+	}
+
+	data.accounts[accountName] = account
+	return account, nil
+}
+
+func (r *beancountDataReader) readTransactionLine(ctx core.Context, lineIndex int, items []string, date string, directive beancountDirective, tags []string) *beancountTransactionEntry {
+	transactionEntry := &beancountTransactionEntry{
+		date:      date,
+		directive: directive,
+		tags:      make([]string, 0),
+		links:     make([]string, 0),
+		metadata:  make(map[string]string),
+	}
+
+	transactionEntry.tags = append(transactionEntry.tags, tags...)
+
+	allTags := make(map[string]bool, len(transactionEntry.tags))
+
+	for _, tag := range transactionEntry.tags {
+		allTags[tag] = true
+	}
+
+	// YYYY-MM-DD [txn|Flag] [[Payee] Narration] [#tag] [ˆlink]
+	payeeNarrationFirstIndex := 2
+	payeeNarrationLastIndex := len(items) - 1
+
+	// parse remain items
+	for i := payeeNarrationFirstIndex; i < len(items); i++ {
+		item := items[i]
+
+		if len(item) == 0 {
+			continue
+		}
+
+		if item[0] == beancountCommentPrefix { // ; comment
+			if i-1 < payeeNarrationLastIndex {
+				payeeNarrationLastIndex = i - 1
+			}
+
+			break
+		}
+
+		if item[0] == beancountTagPrefix { // [#tag]
+			tagName := item[1:]
+
+			if _, exists := allTags[tagName]; !exists {
+				transactionEntry.tags = append(transactionEntry.tags, tagName)
+				allTags[tagName] = true
+			}
+
+			if i-1 < payeeNarrationLastIndex {
+				payeeNarrationLastIndex = i - 1
+			}
+		} else if item[0] == beancountLinkPrefix { // [ˆlink]
+			transactionEntry.links = append(transactionEntry.links, item[1:])
+
+			if i-1 < payeeNarrationLastIndex {
+				payeeNarrationLastIndex = i - 1
+			}
+		}
+	}
+
+	if payeeNarrationLastIndex-payeeNarrationFirstIndex >= 1 {
+		transactionEntry.payee = items[payeeNarrationFirstIndex]
+		transactionEntry.narration = items[payeeNarrationFirstIndex+1]
+	} else if payeeNarrationLastIndex-payeeNarrationFirstIndex >= 0 {
+		transactionEntry.narration = items[payeeNarrationFirstIndex]
+	}
+
+	return transactionEntry
+}
+
+func (r *beancountDataReader) readTransactionPostingLine(ctx core.Context, lineIndex int, items []string, data *beancountData, hasFlag bool) (*beancountPosting, error) {
+	// [Flag] Account Amount [{Cost}] [@ Price]
+	accountNameExpectedIndex := 0
+
+	if hasFlag {
+		accountNameExpectedIndex = 1
+	}
+
+	if r.getNotEmptyItemsCount(items) <= accountNameExpectedIndex {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot parse transaction posting line#%d \"%s\", because items count in line not correct", lineIndex, strings.Join(items, " "))
+		return nil, nil
+	}
+
+	accountName, accountNameActualIndex := r.getNotEmptyItemAndIndexByIndex(items, accountNameExpectedIndex)
+
+	if accountName == "" || accountNameActualIndex < 0 {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot parse transaction posting line#%d \"%s\", because missing account name", lineIndex, strings.Join(items, " "))
+		return nil, errs.ErrMissingAccountData
+	}
+
+	transactionPositing := &beancountPosting{
+		account:  accountName,
+		metadata: make(map[string]string),
+	}
+
+	amountActualLastIndex := -1
+	transactionPositing.originalAmount, amountActualLastIndex = r.getOriginalAmountAndLastIndexFromIndex(items, accountNameActualIndex+1)
+
+	if transactionPositing.originalAmount == "" || amountActualLastIndex < 0 {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot parse transaction posting line#%d \"%s\", because missing amount", lineIndex, strings.Join(items, " "))
+		return nil, errs.ErrAmountInvalid
+	}
+
+	finalAmount, err := evaluateBeancountAmountExpression(ctx, transactionPositing.originalAmount)
+
+	if err != nil {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot evaluate amount expression in line#%d \"%s\", because %s", lineIndex, strings.Join(items, " "), err.Error())
+		return nil, errs.ErrAmountInvalid
+	} else {
+		transactionPositing.amount = finalAmount
+	}
+
+	commodityActualIndex := -1
+	transactionPositing.commodity, commodityActualIndex = r.getNotEmptyItemAndIndexFromIndex(items, amountActualLastIndex+1)
+
+	if transactionPositing.commodity == "" || commodityActualIndex < 0 {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot parse transaction posting line#%d \"%s\", because missing commodity", lineIndex, strings.Join(items, " "))
+		return nil, errs.ErrInvalidBeancountFile
+	}
+
+	if strings.ToUpper(transactionPositing.commodity) != transactionPositing.commodity { // The syntax for a currency is a word all in capital letters
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionPostingLine] cannot parse transaction posting line#%d \"%s\", because commodity name is not capital letters", lineIndex, strings.Join(items, " "))
+		return nil, errs.ErrInvalidBeancountFile
+	}
+
+	// parse remain items
+	if commodityActualIndex > 0 {
+		for i := commodityActualIndex + 1; i < len(items); i++ {
+			item := items[i]
+
+			if len(item) == 0 {
+				continue
+			}
+
+			if item[0] == beancountCommentPrefix { // ; comment
+				break
+			}
+
+			if len(item) == 2 && item[0] == beancountPricePrefix && item[1] == beancountPricePrefix { // [@@ TotalCost]
+				totalCost, totalCostActualIndex := r.getNotEmptyItemAndIndexFromIndex(items, i+1)
+
+				if totalCostActualIndex > 0 {
+					transactionPositing.totalCost = totalCost
+					i = totalCostActualIndex
+
+					totalCostCommodity, totalCostCommodityActualIndex := r.getNotEmptyItemAndIndexFromIndex(items, totalCostActualIndex+1)
+
+					if totalCostCommodityActualIndex > 0 {
+						transactionPositing.totalCostCommodity = totalCostCommodity
+						i = totalCostCommodityActualIndex
+					}
+				}
+			} else if len(item) == 1 && item[0] == beancountPricePrefix { // [@ Price]
+				price, priceActualIndex := r.getNotEmptyItemAndIndexFromIndex(items, i+1)
+
+				if priceActualIndex > 0 {
+					transactionPositing.price = price
+					i = priceActualIndex
+
+					priceCommodity, priceCommodityActualIndex := r.getNotEmptyItemAndIndexFromIndex(items, priceActualIndex+1)
+
+					if priceCommodityActualIndex > 0 {
+						transactionPositing.priceCommodity = priceCommodity
+						i = priceCommodityActualIndex
+					}
+				}
+			}
+		}
+	}
+
+	if transactionPositing.account != "" {
+		_, exists := data.accounts[transactionPositing.account]
+
+		if !exists {
+			_, err := r.createAccount(ctx, data, transactionPositing.account)
+
+			if err != nil {
+				return nil, err
+			}
+		}
+	}
+
+	return transactionPositing, nil
+}
+
+func (r *beancountDataReader) readTransactionMetadataLine(ctx core.Context, lineIndex int, items []string) []string {
+	key := r.getNotEmptyItemByIndex(items, 0)
+	value := r.getNotEmptyItemByIndex(items, 1)
+
+	if key == "" || value == "" {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionMetadataLine] cannot parse metadata line#%d \"%s\", because key or value is empty", lineIndex, strings.Join(items, " "))
+		return nil
+	}
+
+	if len(key) == 0 || key[len(key)-1] != beancountMetadataKeySuffix {
+		log.Warnf(ctx, "[beancount_data_reader.readTransactionMetadataLine] cannot parse metadata line#%d \"%s\", because key is invalid correct", lineIndex, strings.Join(items, " "))
+		return nil
+	}
+
+	key = key[:len(key)-1]
+
+	return []string{key, value}
+}
+
+func (r *beancountDataReader) getNotEmptyItemByIndex(items []string, index int) string {
+	item, _ := r.getNotEmptyItemAndIndexByIndex(items, index)
+	return item
+}
+
+func (r *beancountDataReader) getNotEmptyItemAndIndexByIndex(items []string, index int) (string, int) {
+	count := -1
+
+	for i := 0; i < len(items); i++ {
+		item := items[i]
+
+		if len(item) == 0 {
+			continue
+		}
+
+		count++
+
+		if count == index {
+			return items[i], i
+		}
+	}
+
+	return "", -1
+}
+
+func (r *beancountDataReader) getNotEmptyItemAndIndexFromIndex(items []string, startIndex int) (string, int) {
+	for i := startIndex; i < len(items); i++ {
+		item := items[i]
+
+		if len(item) == 0 {
+			continue
+		}
+
+		return item, i
+	}
+
+	return "", -1
+}
+
+func (r *beancountDataReader) getNotEmptyItemsCount(items []string) int {
+	count := 0
+
+	for i := 0; i < len(items); i++ {
+		if len(items[i]) > 0 {
+			count++
+		}
+	}
+
+	return count
+}
+
+func (r *beancountDataReader) getOriginalAmountAndLastIndexFromIndex(items []string, startIndex int) (string, int) {
+	amountBuilder := strings.Builder{}
+	lastIndex := -1
+
+	for i := startIndex; i < len(items); i++ {
+		item := items[i]
+
+		if len(item) == 0 {
+			continue
+		}
+
+		valid := true
+
+		// The Amount in “Postings” can also be an arithmetic expression using ( ) * / - +
+		for j := 0; j < len(item); j++ {
+			if !(item[j] >= '0' && item[j] <= '9') && item[j] != '.' && item[j] != '(' && item[j] != ')' &&
+				item[j] != '*' && item[j] != '/' && item[j] != '-' && item[j] != '+' {
+				valid = false
+				break
+			}
+		}
+
+		if !valid {
+			break
+		}
+
+		if amountBuilder.Len() > 0 {
+			amountBuilder.WriteRune(' ')
+		}
+
+		amountBuilder.WriteString(item)
+		lastIndex = i
+	}
+
+	return amountBuilder.String(), lastIndex
+}
+
+func createNewBeancountDataReader(ctx core.Context, data []byte) (*beancountDataReader, error) {
+	fallback := unicode.UTF8.NewDecoder()
+	reader := transform.NewReader(bytes.NewReader(data), unicode.BOMOverride(fallback))
+	csvReader := csv.NewReader(reader)
+	csvReader.Comma = ' '
+	csvReader.FieldsPerRecord = -1
+
+	allData := make([][]string, 0)
+
+	for {
+		items, err := csvReader.Read()
+
+		if err == io.EOF {
+			break
+		}
+
+		if err != nil {
+			log.Errorf(ctx, "[beancount_data_reader.createNewBeancountDataReader] cannot parse data, because %s", err.Error())
+			return nil, errs.ErrInvalidBeancountFile
+		}
+
+		allData = append(allData, items)
+	}
+
+	return &beancountDataReader{
+		accountTypeNameMap: map[string]beancountAccountType{
+			beancountDefaultAssetsAccountTypeName:      beancountAssetsAccountType,
+			beancountDefaultLiabilitiesAccountTypeName: beancountLiabilitiesAccountType,
+			beancountDefaultEquityAccountTypeName:      beancountEquityAccountType,
+			beancountDefaultIncomeAccountTypeName:      beancountIncomeAccountType,
+			beancountDefaultExpenseAccountTypeName:     beancountExpensesAccountType,
+		},
+		accountTypeNameReversedMap: map[beancountAccountType]string{
+			beancountAssetsAccountType:      beancountDefaultAssetsAccountTypeName,
+			beancountLiabilitiesAccountType: beancountDefaultLiabilitiesAccountTypeName,
+			beancountEquityAccountType:      beancountDefaultEquityAccountTypeName,
+			beancountIncomeAccountType:      beancountDefaultIncomeAccountTypeName,
+			beancountExpensesAccountType:    beancountDefaultExpenseAccountTypeName,
+		},
+		allData: allData,
+	}, nil
+}

pkg/converters/beancount/beancount_data_reader_test.go

@@ -0,0 +1,520 @@
+package beancount
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+)
+
+func TestBeancountDataReaderRead(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"; Test Beancount Data\n"+
+		"option \"name_assets\" \"AssetsAccount\"\n"+
+		"option \"name_liabilities\" \"LiabilitiesAccount\"\n"+
+		"option \"name_equity\" \"EquityAccount\"\n"+
+		"option \"name_income\" \"IncomeAccount\"\n"+
+		"option \"name_expenses\" \"ExpensesAccount\"\n"+
+		"\n"+
+		"2024-01-01 open AssetsAccount:TestAccount\n"+
+		"2024-01-02 open LiabilitiesAccount:TestAccount2\n"+
+		"2024-01-03 open EquityAccount:Opening-Balances\n"+
+		"\n"+
+		"; The following transactions with tag1 and tag2\n"+
+		"pushtag #tag1\n"+
+		"pushtag #tag2\n"+
+		"\n"+
+		"2024-01-05 * \"Payee Name\" \"Foo Bar\" #tag3 #tag4 ^test-link\n"+
+		"  IncomeAccount:TestCategory -123.45 CNY\n"+
+		"  AssetsAccount:TestAccount 123.45 CNY\n"+
+		"; The following transactions with tag2\n"+
+		"poptag #tag1\n"+
+		"2024-01-06 * \"test\n#test2\" #tag5 #tag6 ^test-link2\n"+
+		"  LiabilitiesAccount:TestAccount2 -0.12 USD\n"+
+		"  ExpensesAccount:TestCategory2 0.12 USD\n"+
+		"2024-01-07 close AssetsAccount:TestAccount\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 5, len(actualData.accounts))
+	assert.Equal(t, "AssetsAccount:TestAccount", actualData.accounts["AssetsAccount:TestAccount"].name)
+	assert.Equal(t, beancountAssetsAccountType, actualData.accounts["AssetsAccount:TestAccount"].accountType)
+	assert.Equal(t, "2024-01-01", actualData.accounts["AssetsAccount:TestAccount"].openDate)
+	assert.Equal(t, "2024-01-07", actualData.accounts["AssetsAccount:TestAccount"].closeDate)
+
+	assert.Equal(t, "LiabilitiesAccount:TestAccount2", actualData.accounts["LiabilitiesAccount:TestAccount2"].name)
+	assert.Equal(t, beancountLiabilitiesAccountType, actualData.accounts["LiabilitiesAccount:TestAccount2"].accountType)
+	assert.Equal(t, "2024-01-02", actualData.accounts["LiabilitiesAccount:TestAccount2"].openDate)
+
+	assert.Equal(t, 2, len(actualData.transactions))
+
+	assert.Equal(t, "2024-01-05", actualData.transactions[0].date)
+	assert.Equal(t, "Payee Name", actualData.transactions[0].payee)
+	assert.Equal(t, "Foo Bar", actualData.transactions[0].narration)
+	assert.Equal(t, 2, len(actualData.transactions[0].postings))
+	assert.Equal(t, "IncomeAccount:TestCategory", actualData.transactions[0].postings[0].account)
+	assert.Equal(t, "-123.45", actualData.transactions[0].postings[0].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[0].commodity)
+	assert.Equal(t, "AssetsAccount:TestAccount", actualData.transactions[0].postings[1].account)
+	assert.Equal(t, "123.45", actualData.transactions[0].postings[1].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[1].commodity)
+
+	assert.Equal(t, 4, len(actualData.transactions[0].tags))
+	assert.Equal(t, actualData.transactions[0].tags[0], "tag1")
+	assert.Equal(t, actualData.transactions[0].tags[1], "tag2")
+	assert.Equal(t, actualData.transactions[0].tags[2], "tag3")
+	assert.Equal(t, actualData.transactions[0].tags[3], "tag4")
+
+	assert.Equal(t, 1, len(actualData.transactions[0].links))
+	assert.Equal(t, actualData.transactions[0].links[0], "test-link")
+
+	assert.Equal(t, "2024-01-06", actualData.transactions[1].date)
+	assert.Equal(t, "", actualData.transactions[1].payee)
+	assert.Equal(t, "test\n#test2", actualData.transactions[1].narration)
+	assert.Equal(t, 2, len(actualData.transactions[1].postings))
+	assert.Equal(t, "LiabilitiesAccount:TestAccount2", actualData.transactions[1].postings[0].account)
+	assert.Equal(t, "-0.12", actualData.transactions[1].postings[0].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[0].commodity)
+	assert.Equal(t, "ExpensesAccount:TestCategory2", actualData.transactions[1].postings[1].account)
+	assert.Equal(t, "0.12", actualData.transactions[1].postings[1].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[1].commodity)
+
+	assert.Equal(t, 3, len(actualData.transactions[1].tags))
+	assert.Equal(t, actualData.transactions[1].tags[0], "tag2")
+	assert.Equal(t, actualData.transactions[1].tags[1], "tag5")
+	assert.Equal(t, actualData.transactions[1].tags[2], "tag6")
+
+	assert.Equal(t, 1, len(actualData.transactions[1].links))
+	assert.Equal(t, actualData.transactions[1].links[0], "test-link2")
+}
+
+func TestBeancountDataReaderRead_EmptyContent(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrNotFoundTransactionDataInFile.Message)
+}
+
+func TestBeancountDataReaderRead_UnsupportedInclude(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte("include \"other.beancount\""))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrBeancountFileNotSupportInclude.Message)
+}
+
+func TestBeancountDataReaderRead_SkipUnsupportedDirective(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"plugin \"beancount.plugins.plugin_name\"\n"+
+		"unknown directive\n"+
+		"2024-01-01 commodity USD\n"+
+		"2024-01-01 price USD 1.08 CAD\n"+
+		"2024-01-01 note Assets:Test \"some text\"\n"+
+		"2024-01-01 document Assets:Test \"scheme://path\"\n"+
+		"2024-01-01 event \"location\" \"address\"\n"+
+		"2024-01-01 balance Assets:Test 100.00 USD\n"+
+		"2024-01-01 pad Assets:Test Equity:Opening-Balances\n"+
+		"2024-01-01 query \"Name\" \"\nSELECT FIELDS FROM TABLE\"\n"+
+		"2024-01-01 custom \"Type\" \"Value\"\n"+
+		"2024-01-01 unknown directive\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.Nil(t, err)
+}
+
+func TestBeancountDataReaderReadAndSetOption_AccountTypeName(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"option \"name_assets\" \"A\"\n"+
+		"option \"name_liabilities\" \"L\"\n"+
+		"option \"name_equity\" \"E\"\n"+
+		"\n"+
+		"2024-01-01 open A:TestAccount\n"+
+		"2024-01-02 open L:TestAccount2\n"+
+		"2024-01-03 open E:Opening-Balances\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 3, len(actualData.accounts))
+
+	assert.Equal(t, "A:TestAccount", actualData.accounts["A:TestAccount"].name)
+	assert.Equal(t, beancountAssetsAccountType, actualData.accounts["A:TestAccount"].accountType)
+
+	assert.Equal(t, "L:TestAccount2", actualData.accounts["L:TestAccount2"].name)
+	assert.Equal(t, beancountLiabilitiesAccountType, actualData.accounts["L:TestAccount2"].accountType)
+
+	assert.Equal(t, "E:Opening-Balances", actualData.accounts["E:Opening-Balances"].name)
+	assert.Equal(t, beancountEquityAccountType, actualData.accounts["E:Opening-Balances"].accountType)
+	assert.True(t, actualData.accounts["E:Opening-Balances"].isOpeningBalanceEquityAccount())
+}
+
+func TestBeancountDataReaderReadAndSetOption_InvalidLineOrUnsupportedOption(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"option \"test\" \"Test\" \"Test2\"\n"+
+		"option \"test\" \"Test\"\n"+
+		"option \"test\"\n"+
+		"option \n"+
+		"option\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.Nil(t, err)
+}
+
+func TestBeancountDataReaderReadAndSetTags(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"pushtag #tag1\n"+
+		"pushtag #tag2\n"+
+		"pushtag #tag2\n"+
+		"pushtag #tag1\n"+
+		"\n"+
+		"2024-01-01 * #tag3 #tag4\n"+
+		"poptag #tag1\n"+
+		"poptag #tag2\n"+
+		"pushtag\n"+
+		"pushtag    \n"+
+		"pushtag tag\n"+
+		"2024-01-02 * #tag5 #tag6\n"+
+		"poptag #tag1\n"+
+		"poptag #tag2\n"+
+		"poptag\n"+
+		"poptag \n"+
+		"2024-01-03 * #tag5 #tag6\n"+
+		"pushtag #tag3\n"+
+		"pushtag #tag6\n"+
+		"2024-01-04 * #tag5 #tag6\n"+
+		"2024-01-05 * #tag5 #tag6 #tag6 #tag5\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 5, len(actualData.transactions))
+
+	assert.Equal(t, 4, len(actualData.transactions[0].tags))
+	assert.Equal(t, actualData.transactions[0].tags[0], "tag1")
+	assert.Equal(t, actualData.transactions[0].tags[1], "tag2")
+	assert.Equal(t, actualData.transactions[0].tags[2], "tag3")
+	assert.Equal(t, actualData.transactions[0].tags[3], "tag4")
+
+	assert.Equal(t, 2, len(actualData.transactions[1].tags))
+	assert.Equal(t, actualData.transactions[1].tags[0], "tag5")
+	assert.Equal(t, actualData.transactions[1].tags[1], "tag6")
+
+	assert.Equal(t, 2, len(actualData.transactions[2].tags))
+	assert.Equal(t, actualData.transactions[2].tags[0], "tag5")
+	assert.Equal(t, actualData.transactions[2].tags[1], "tag6")
+
+	assert.Equal(t, 3, len(actualData.transactions[3].tags))
+	assert.Equal(t, actualData.transactions[3].tags[0], "tag3")
+	assert.Equal(t, actualData.transactions[3].tags[1], "tag6")
+	assert.Equal(t, actualData.transactions[3].tags[2], "tag5")
+
+	assert.Equal(t, 3, len(actualData.transactions[4].tags))
+	assert.Equal(t, actualData.transactions[4].tags[0], "tag3")
+	assert.Equal(t, actualData.transactions[4].tags[1], "tag6")
+	assert.Equal(t, actualData.transactions[4].tags[2], "tag5")
+}
+
+func TestBeancountDataReaderReadAccountLine_InvalidLine(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 open\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+	assert.Equal(t, 0, len(actualData.accounts))
+}
+
+func TestBeancountDataReaderReadAccountLine_InvalidAccountType(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 open Test:TestAccount\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+
+	reader, err = createNewBeancountDataReader(context, []byte(""+
+		"option \"name_assets\" \"A\"\n"+
+		"\n"+
+		"2024-01-01 open Assets:TestAccount\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+}
+
+func TestBeancountDataReaderReadTransactionLine(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"2024-01-02 * \"test\ttest2\ntest3\" ; some comment\n"+
+		"2024-01-03 ! \"test\" \"test2\"\n"+
+		"2024-01-04 P \"test\" #tag #tag2 ; some comment\n"+
+		"2024-01-05 txn \"test\" ^scheme://path/to/test/link ; some comment\n"+
+		"2024-01-06 txn ; \"test\" \"test2\" #tag ^link\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 6, len(actualData.transactions))
+
+	assert.Equal(t, "2024-01-01", actualData.transactions[0].date)
+	assert.Equal(t, beancountDirectiveCompletedTransaction, actualData.transactions[0].directive)
+	assert.Equal(t, "", actualData.transactions[0].payee)
+	assert.Equal(t, "", actualData.transactions[0].narration)
+
+	assert.Equal(t, "2024-01-02", actualData.transactions[1].date)
+	assert.Equal(t, beancountDirectiveCompletedTransaction, actualData.transactions[1].directive)
+	assert.Equal(t, "", actualData.transactions[1].payee)
+	assert.Equal(t, "test\ttest2\ntest3", actualData.transactions[1].narration)
+
+	assert.Equal(t, "2024-01-03", actualData.transactions[2].date)
+	assert.Equal(t, beancountDirectiveInCompleteTransaction, actualData.transactions[2].directive)
+	assert.Equal(t, "test", actualData.transactions[2].payee)
+	assert.Equal(t, "test2", actualData.transactions[2].narration)
+
+	assert.Equal(t, "2024-01-04", actualData.transactions[3].date)
+	assert.Equal(t, beancountDirectivePaddingTransaction, actualData.transactions[3].directive)
+	assert.Equal(t, "", actualData.transactions[3].payee)
+	assert.Equal(t, "test", actualData.transactions[3].narration)
+
+	assert.Equal(t, 2, len(actualData.transactions[3].tags))
+	assert.Equal(t, actualData.transactions[3].tags[0], "tag")
+	assert.Equal(t, actualData.transactions[3].tags[1], "tag2")
+
+	assert.Equal(t, "2024-01-05", actualData.transactions[4].date)
+	assert.Equal(t, beancountDirectiveTransaction, actualData.transactions[4].directive)
+	assert.Equal(t, "", actualData.transactions[4].payee)
+	assert.Equal(t, "test", actualData.transactions[4].narration)
+
+	assert.Equal(t, 1, len(actualData.transactions[4].links))
+	assert.Equal(t, actualData.transactions[4].links[0], "scheme://path/to/test/link")
+
+	assert.Equal(t, "2024-01-06", actualData.transactions[5].date)
+	assert.Equal(t, beancountDirectiveTransaction, actualData.transactions[5].directive)
+	assert.Equal(t, "", actualData.transactions[5].payee)
+	assert.Equal(t, "", actualData.transactions[5].narration)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Income:TestCategory -123.45 CNY ; some comment\n"+
+		"  Assets:TestAccount 123.45   CNY\n"+
+		"2024-01-02 *\n"+
+		"  Liabilities:TestAccount2 -0.23 USD ; some comment\n"+
+		"  Expenses:TestCategory2    0.12 USD @@ 0.84 CNY\n"+
+		"  Expenses:TestCategory3    0.11 USD @ 7.12 CNY\n"+
+		"  ! Expenses:TestCategory4  0.00 USD {0.00 CNY}\n"+
+		"  Expenses:TestCategory5 \n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 2, len(actualData.transactions))
+
+	assert.Equal(t, "2024-01-01", actualData.transactions[0].date)
+	assert.Equal(t, 2, len(actualData.transactions[0].postings))
+	assert.Equal(t, "Income:TestCategory", actualData.transactions[0].postings[0].account)
+	assert.Equal(t, "-123.45", actualData.transactions[0].postings[0].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[0].commodity)
+
+	assert.Equal(t, "Assets:TestAccount", actualData.transactions[0].postings[1].account)
+	assert.Equal(t, "123.45", actualData.transactions[0].postings[1].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[1].commodity)
+
+	assert.Equal(t, "2024-01-02", actualData.transactions[1].date)
+	assert.Equal(t, 4, len(actualData.transactions[1].postings))
+
+	assert.Equal(t, "Liabilities:TestAccount2", actualData.transactions[1].postings[0].account)
+	assert.Equal(t, "-0.23", actualData.transactions[1].postings[0].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[0].commodity)
+	assert.Equal(t, "Expenses:TestCategory2", actualData.transactions[1].postings[1].account)
+
+	assert.Equal(t, "0.12", actualData.transactions[1].postings[1].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[1].commodity)
+	assert.Equal(t, "0.84", actualData.transactions[1].postings[1].totalCost)
+	assert.Equal(t, "CNY", actualData.transactions[1].postings[1].totalCostCommodity)
+	assert.Equal(t, "Expenses:TestCategory3", actualData.transactions[1].postings[2].account)
+
+	assert.Equal(t, "0.11", actualData.transactions[1].postings[2].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[2].commodity)
+	assert.Equal(t, "7.12", actualData.transactions[1].postings[2].price)
+	assert.Equal(t, "CNY", actualData.transactions[1].postings[2].priceCommodity)
+
+	assert.Equal(t, "0.00", actualData.transactions[1].postings[3].amount)
+	assert.Equal(t, "USD", actualData.transactions[1].postings[3].commodity)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_AmountExpression(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Income:TestCategory (1.2-3.4) * 5.6 / 7.8 CNY\n"+
+		"  Assets:TestAccount 1.2 * 3.4/-5.6 - 7.8 CNY\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 1, len(actualData.transactions))
+
+	assert.Equal(t, "2024-01-01", actualData.transactions[0].date)
+	assert.Equal(t, 2, len(actualData.transactions[0].postings))
+	assert.Equal(t, "Income:TestCategory", actualData.transactions[0].postings[0].account)
+	assert.Equal(t, "(1.2-3.4) * 5.6 / 7.8", actualData.transactions[0].postings[0].originalAmount)
+	assert.Equal(t, "-1.58", actualData.transactions[0].postings[0].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[0].commodity)
+
+	assert.Equal(t, "Assets:TestAccount", actualData.transactions[0].postings[1].account)
+	assert.Equal(t, "1.2 * 3.4/-5.6 - 7.8", actualData.transactions[0].postings[1].originalAmount)
+	assert.Equal(t, "-8.53", actualData.transactions[0].postings[1].amount)
+	assert.Equal(t, "CNY", actualData.transactions[0].postings[1].commodity)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_InvalidAmountExpression(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Income:TestCategory (1.2-3.4)*5.6/0 CNY\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+
+	reader, err = createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Assets:TestAccount abc CNY\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_InvalidAccountType(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Income:TestCategory -123.45 CNY\n"+
+		"  Test:TestAccount 123.45 CNY\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_InvalidCommodity(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Income:TestCategory -123.45 cny\n"+
+		"  Assets:TestAccount 123.45 cny\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_MissingAmount(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Assets:TestAccount\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+	assert.Equal(t, 1, len(actualData.transactions))
+	assert.Equal(t, 0, len(actualData.transactions[0].postings))
+
+	reader, err = createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Assets:TestAccount \n"))
+	assert.Nil(t, err)
+
+	actualData, err = reader.read(context)
+	assert.Nil(t, err)
+	assert.Equal(t, 1, len(actualData.transactions))
+	assert.Equal(t, 0, len(actualData.transactions[0].postings))
+}
+
+func TestBeancountDataReaderReadTransactionPostingLine_MissingCommodity(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Assets:TestAccount 123.45\n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+
+	reader, err = createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  Assets:TestAccount 123.45 \n"))
+	assert.Nil(t, err)
+
+	_, err = reader.read(context)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+}
+
+func TestBeancountDataReaderReadTransactionMetadataLine(t *testing.T) {
+	context := core.NewNullContext()
+	reader, err := createNewBeancountDataReader(context, []byte(""+
+		"2024-01-01 *\n"+
+		"  key: value\n"+
+		"  key2: \"value 2\"\n"+
+		"  key3: \n"+
+		"  key4: \"\"\n"+
+		"  key5 : \"\"\n"+
+		"  key2: \"new value\"\n"+
+		"  Income:TestCategory -123.45 CNY\n"+
+		"  Assets:TestAccount 123.45 CNY\n"+
+		"2024-01-02 *\n"+
+		"  Liabilities:TestAccount2 -0.23 USD\n"+
+		"    key6: value6\n"+
+		"    key7: \"value 7\"\n"+
+		"    key8: \n"+
+		"    key9: \"\"\n"+
+		"    key0 : \"\"\n"+
+		"    key6: \"new value\"\n"+
+		"  Expenses:TestCategory2 0.12 USD\n"))
+	assert.Nil(t, err)
+
+	actualData, err := reader.read(context)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 2, len(actualData.transactions))
+
+	assert.Equal(t, "2024-01-01", actualData.transactions[0].date)
+	assert.Equal(t, 2, len(actualData.transactions[0].postings))
+	assert.Equal(t, 2, len(actualData.transactions[0].metadata))
+	assert.Equal(t, "value", actualData.transactions[0].metadata["key"])
+	assert.Equal(t, "value 2", actualData.transactions[0].metadata["key2"])
+
+	assert.Equal(t, "2024-01-02", actualData.transactions[1].date)
+	assert.Equal(t, 2, len(actualData.transactions[1].postings))
+	assert.Equal(t, 2, len(actualData.transactions[1].postings[0].metadata))
+	assert.Equal(t, "value6", actualData.transactions[1].postings[0].metadata["key6"])
+	assert.Equal(t, "value 7", actualData.transactions[1].postings[0].metadata["key7"])
+	assert.Equal(t, 0, len(actualData.transactions[1].postings[1].metadata))
+}

pkg/converters/beancount/beancount_data_test.go

@@ -0,0 +1,41 @@
+package beancount
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestBeancountAccount_IsOpeningBalanceEquityAccount_True(t *testing.T) {
+	account := beancountAccount{
+		accountType: beancountEquityAccountType,
+		name:        "Equity:Opening-Balances",
+	}
+	assert.True(t, account.isOpeningBalanceEquityAccount())
+
+	account = beancountAccount{
+		accountType: beancountEquityAccountType,
+		name:        "E:Opening-Balances",
+	}
+	assert.True(t, account.isOpeningBalanceEquityAccount())
+}
+
+func TestBeancountAccount_IsOpeningBalanceEquityAccount_False(t *testing.T) {
+	account := beancountAccount{
+		accountType: beancountAssetsAccountType,
+		name:        "Equity:Opening-Balances",
+	}
+	assert.False(t, account.isOpeningBalanceEquityAccount())
+
+	account = beancountAccount{
+		accountType: beancountEquityAccountType,
+		name:        "Opening-Balances",
+	}
+	assert.False(t, account.isOpeningBalanceEquityAccount())
+
+	account = beancountAccount{
+		accountType: beancountEquityAccountType,
+		name:        "Equity:Other",
+	}
+	assert.False(t, account.isOpeningBalanceEquityAccount())
+}

pkg/converters/beancount/beancount_transaction_data_file_importer.go

@@ -0,0 +1,49 @@
+package beancount
+
+import (
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+var beancountTransactionTypeNameMapping = map[models.TransactionType]string{
+	models.TRANSACTION_TYPE_MODIFY_BALANCE: utils.IntToString(int(models.TRANSACTION_TYPE_MODIFY_BALANCE)),
+	models.TRANSACTION_TYPE_INCOME:         utils.IntToString(int(models.TRANSACTION_TYPE_INCOME)),
+	models.TRANSACTION_TYPE_EXPENSE:        utils.IntToString(int(models.TRANSACTION_TYPE_EXPENSE)),
+	models.TRANSACTION_TYPE_TRANSFER:       utils.IntToString(int(models.TRANSACTION_TYPE_TRANSFER)),
+}
+
+// beancountTransactionDataImporter defines the structure of Beancount importer for transaction data
+type beancountTransactionDataImporter struct {
+}
+
+// Initialize a beancount transaction data importer singleton instance
+var (
+	BeancountTransactionDataImporter = &beancountTransactionDataImporter{}
+)
+
+// ParseImportedData returns the imported data by parsing the Beancount transaction data
+func (c *beancountTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+	beancountDataReader, err := createNewBeancountDataReader(ctx, data)
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	beancountData, err := beancountDataReader.read(ctx)
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	transactionDataTable, err := createNewBeancountTransactionDataTable(beancountData)
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	dataTableImporter := converter.CreateNewImporterWithTypeNameMapping(beancountTransactionTypeNameMapping, "", BEANCOUNT_TRANSACTION_TAG_SEPARATOR)
+
+	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
+}

pkg/converters/beancount/beancount_transaction_data_file_importer_test.go

@@ -0,0 +1,358 @@
+package beancount
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+func TestBeancountTransactionDataFileParseImportedData_MinimumValidData(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, allNewSubTransferCategories, allNewTags, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 *\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"  Assets:TestAccount 123.45 CNY\n"+
+			"2024-09-02 *\n"+
+			"  Income:TestCategory -0.12 CNY\n"+
+			"  Assets:TestAccount 0.12 CNY\n"+
+			"2024-09-03 *\n"+
+			"  Assets:TestAccount -1.00 CNY\n"+
+			"  Expenses:TestCategory2 1.00 CNY\n"+
+			"2024-09-04 *\n"+
+			"  Assets:TestAccount -0.05 CNY\n"+
+			"  Assets:TestAccount2 0.05 CNY\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 4, len(allNewTransactions))
+	assert.Equal(t, 2, len(allNewAccounts))
+	assert.Equal(t, 1, len(allNewSubExpenseCategories))
+	assert.Equal(t, 1, len(allNewSubIncomeCategories))
+	assert.Equal(t, 1, len(allNewSubTransferCategories))
+	assert.Equal(t, 0, len(allNewTags))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_MODIFY_BALANCE, allNewTransactions[0].Type)
+	assert.Equal(t, int64(1725148800), utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime))
+	assert.Equal(t, int64(12345), allNewTransactions[0].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[0].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[1].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[1].Type)
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime))
+	assert.Equal(t, int64(12), allNewTransactions[1].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[1].OriginalSourceAccountName)
+	assert.Equal(t, "Income:TestCategory", allNewTransactions[1].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[2].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[2].Type)
+	assert.Equal(t, int64(1725321600), utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime))
+	assert.Equal(t, int64(100), allNewTransactions[2].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[2].OriginalSourceAccountName)
+	assert.Equal(t, "Expenses:TestCategory2", allNewTransactions[2].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[3].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[3].Type)
+	assert.Equal(t, int64(1725408000), utils.GetUnixTimeFromTransactionTime(allNewTransactions[3].TransactionTime))
+	assert.Equal(t, int64(5), allNewTransactions[3].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[3].OriginalSourceAccountName)
+	assert.Equal(t, "Assets:TestAccount2", allNewTransactions[3].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[3].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Assets:TestAccount", allNewAccounts[0].Name)
+	assert.Equal(t, "CNY", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Assets:TestAccount2", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[0].Uid)
+	assert.Equal(t, "Expenses:TestCategory2", allNewSubExpenseCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[0].Uid)
+	assert.Equal(t, "Income:TestCategory", allNewSubIncomeCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubTransferCategories[0].Uid)
+	assert.Equal(t, "", allNewSubTransferCategories[0].Name)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_MinimumValidData2(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, allNewSubTransferCategories, allNewTags, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 *\n"+
+			"  Assets:TestAccount 123.45 CNY\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"2024-09-02 *\n"+
+			"  Assets:TestAccount 0.12 CNY\n"+
+			"  Income:TestCategory -0.12 CNY\n"+
+			"2024-09-03 *\n"+
+			"  Expenses:TestCategory2 1.00 CNY\n"+
+			"  Assets:TestAccount -1.00 CNY\n"+
+			"2024-09-04 *\n"+
+			"  Assets:TestAccount2 0.05 CNY\n"+
+			"  Assets:TestAccount -0.05 CNY\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 4, len(allNewTransactions))
+	assert.Equal(t, 2, len(allNewAccounts))
+	assert.Equal(t, 1, len(allNewSubExpenseCategories))
+	assert.Equal(t, 1, len(allNewSubIncomeCategories))
+	assert.Equal(t, 1, len(allNewSubTransferCategories))
+	assert.Equal(t, 0, len(allNewTags))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_MODIFY_BALANCE, allNewTransactions[0].Type)
+	assert.Equal(t, int64(1725148800), utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime))
+	assert.Equal(t, int64(12345), allNewTransactions[0].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[0].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[1].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[1].Type)
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime))
+	assert.Equal(t, int64(12), allNewTransactions[1].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[1].OriginalSourceAccountName)
+	assert.Equal(t, "Income:TestCategory", allNewTransactions[1].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[2].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[2].Type)
+	assert.Equal(t, int64(1725321600), utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime))
+	assert.Equal(t, int64(100), allNewTransactions[2].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[2].OriginalSourceAccountName)
+	assert.Equal(t, "Expenses:TestCategory2", allNewTransactions[2].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[3].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[3].Type)
+	assert.Equal(t, int64(1725408000), utils.GetUnixTimeFromTransactionTime(allNewTransactions[3].TransactionTime))
+	assert.Equal(t, int64(5), allNewTransactions[3].Amount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[3].OriginalSourceAccountName)
+	assert.Equal(t, "Assets:TestAccount2", allNewTransactions[3].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[3].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Assets:TestAccount", allNewAccounts[0].Name)
+	assert.Equal(t, "CNY", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Assets:TestAccount2", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[0].Uid)
+	assert.Equal(t, "Expenses:TestCategory2", allNewSubExpenseCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[0].Uid)
+	assert.Equal(t, "Income:TestCategory", allNewSubIncomeCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubTransferCategories[0].Uid)
+	assert.Equal(t, "", allNewSubTransferCategories[0].Name)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_ParseInvalidTime(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024/09/01 *\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"  Assets:TestAccount 123.45 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrNotFoundTransactionDataInFile.Message)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_ParseValidCurrency(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, allNewAccounts, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Assets:TestAccount -0.12 USD\n"+
+			"  Assets:TestAccount2 0.84 CNY\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 1, len(allNewTransactions))
+	assert.Equal(t, 2, len(allNewAccounts))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, int64(12), allNewTransactions[0].Amount)
+	assert.Equal(t, int64(84), allNewTransactions[0].RelatedAccountAmount)
+	assert.Equal(t, "Assets:TestAccount", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "USD", allNewTransactions[0].OriginalSourceAccountCurrency)
+	assert.Equal(t, "Assets:TestAccount2", allNewTransactions[0].OriginalDestinationAccountName)
+	assert.Equal(t, "CNY", allNewTransactions[0].OriginalDestinationAccountCurrency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Assets:TestAccount", allNewAccounts[0].Name)
+	assert.Equal(t, "USD", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Assets:TestAccount2", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_ParseInvalidAmount(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 *\n"+
+			"  Equity:Opening-Balances -abc CNY\n"+
+			"  Assets:TestAccount abc CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 *\n"+
+			"  Equity:Opening-Balances -1/0 CNY\n"+
+			"  Assets:TestAccount 1/0 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_ParseDescription(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 * \"foo    bar\t#test\n\"\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"  Assets:TestAccount 123.45 CNY\n"+
+			"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Income:TestCategory -0.12 CNY\n"+
+			"  Assets:TestAccount 0.12 CNY\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 2, len(allNewTransactions))
+
+	assert.Equal(t, "foo    bar\t#test\n", allNewTransactions[0].Comment)
+	assert.Equal(t, "Hello\nWorld", allNewTransactions[1].Comment)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_InvalidTransaction(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Assets:TestAccount 0.11 CNY\n"+
+			"  Assets:TestAccount2 0.11 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Expenses:TestCategory -0.11 CNY\n"+
+			"  Expenses:TestCategory2 0.11 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrThereAreNotSupportedTransactionType.Message)
+
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Income:TestCategory -0.11 CNY\n"+
+			"  Income:TestCategory2 0.11 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrThereAreNotSupportedTransactionType.Message)
+
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Equity:TestCategory -0.11 CNY\n"+
+			"  Equity:TestCategory2 0.11 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrThereAreNotSupportedTransactionType.Message)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_NotSupportedToParseSplitTransaction(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"2024-09-02 * \"Payee Name\" \"Hello\nWorld\"\n"+
+			"  Assets:TestAccount -0.23 CNY\n"+
+			"  Assets:TestAccount2 0.11 CNY\n"+
+			"  Assets:TestAccount3 0.12 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrNotSupportedSplitTransactions.Message)
+}
+
+func TestBeancountTransactionDataFileParseImportedData_MissingTransactionRequiredData(t *testing.T) {
+	converter := BeancountTransactionDataImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	// Missing Transaction Time
+	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"* \"narration\"\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"  Assets:TestAccount 123.45 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrNotFoundTransactionDataInFile.Message)
+
+	// Missing Account Name
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 * \"narration\"\n"+
+			"  Equity:Opening-Balances -123.45 CNY\n"+
+			"   123.45 CNY\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+
+	// Missing Amount
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 * \"narration\"\n"+
+			"  Equity:Opening-Balances\n"+
+			"  Assets:TestAccount\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+
+	// Missing Commodity
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"2024-09-01 * \"narration\"\n"+
+			"  Equity:Opening-Balances -123.45\n"+
+			"  Assets:TestAccount 123.45\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrInvalidBeancountFile.Message)
+}

pkg/converters/beancount/beancount_transaction_data_table.go

@@ -0,0 +1,248 @@
+package beancount
+
+import (
+	"strings"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+var beancountTransactionSupportedColumns = map[datatable.TransactionDataTableColumn]bool{
+	datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME:         true,
+	datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE:         true,
+	datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY:             true,
+	datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME:             true,
+	datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY:         true,
+	datatable.TRANSACTION_DATA_TABLE_AMOUNT:                   true,
+	datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME:     true,
+	datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY: true,
+	datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT:           true,
+	datatable.TRANSACTION_DATA_TABLE_DESCRIPTION:              true,
+}
+
+var BEANCOUNT_TRANSACTION_TAG_SEPARATOR = "#"
+
+// beancountTransactionDataTable defines the structure of Beancount transaction data table
+type beancountTransactionDataTable struct {
+	allData    []*beancountTransactionEntry
+	accountMap map[string]*beancountAccount
+}
+
+// beancountTransactionDataRow defines the structure of Beancount transaction data row
+type beancountTransactionDataRow struct {
+	dataTable  *beancountTransactionDataTable
+	data       *beancountTransactionEntry
+	finalItems map[datatable.TransactionDataTableColumn]string
+}
+
+// beancountTransactionDataRowIterator defines the structure of Beancount transaction data row iterator
+type beancountTransactionDataRowIterator struct {
+	dataTable    *beancountTransactionDataTable
+	currentIndex int
+}
+
+// HasColumn returns whether the transaction data table has specified column
+func (t *beancountTransactionDataTable) HasColumn(column datatable.TransactionDataTableColumn) bool {
+	_, exists := beancountTransactionSupportedColumns[column]
+	return exists
+}
+
+// TransactionRowCount returns the total count of transaction data row
+func (t *beancountTransactionDataTable) TransactionRowCount() int {
+	return len(t.allData)
+}
+
+// TransactionRowIterator returns the iterator of transaction data row
+func (t *beancountTransactionDataTable) TransactionRowIterator() datatable.TransactionDataRowIterator {
+	return &beancountTransactionDataRowIterator{
+		dataTable:    t,
+		currentIndex: -1,
+	}
+}
+
+// IsValid returns whether this row is valid data for importing
+func (r *beancountTransactionDataRow) IsValid() bool {
+	return true
+}
+
+// GetData returns the data in the specified column type
+func (r *beancountTransactionDataRow) GetData(column datatable.TransactionDataTableColumn) string {
+	_, exists := beancountTransactionSupportedColumns[column]
+
+	if exists {
+		return r.finalItems[column]
+	}
+
+	return ""
+}
+
+// HasNext returns whether the iterator does not reach the end
+func (t *beancountTransactionDataRowIterator) HasNext() bool {
+	return t.currentIndex+1 < len(t.dataTable.allData)
+}
+
+// Next returns the next imported data row
+func (t *beancountTransactionDataRowIterator) Next(ctx core.Context, user *models.User) (daraRow datatable.TransactionDataRow, err error) {
+	if t.currentIndex+1 >= len(t.dataTable.allData) {
+		return nil, nil
+	}
+
+	t.currentIndex++
+
+	data := t.dataTable.allData[t.currentIndex]
+	rowItems, err := t.parseTransaction(ctx, user, data)
+
+	if err != nil {
+		return nil, err
+	}
+
+	return &beancountTransactionDataRow{
+		dataTable:  t.dataTable,
+		data:       data,
+		finalItems: rowItems,
+	}, nil
+}
+
+func (t *beancountTransactionDataRowIterator) parseTransaction(ctx core.Context, user *models.User, beancountEntry *beancountTransactionEntry) (map[datatable.TransactionDataTableColumn]string, error) {
+	data := make(map[datatable.TransactionDataTableColumn]string, len(beancountTransactionSupportedColumns))
+
+	if beancountEntry.date == "" {
+		return nil, errs.ErrMissingTransactionTime
+	}
+
+	// Beancount supports the international ISO 8601 standard format for dates, with dashes or the same ordering with slashes
+	data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME] = strings.ReplaceAll(beancountEntry.date, "/", "-") + " 00:00:00"
+
+	if len(beancountEntry.postings) == 2 {
+		splitData1 := beancountEntry.postings[0]
+		splitData2 := beancountEntry.postings[1]
+
+		account1 := t.dataTable.accountMap[splitData1.account]
+		account2 := t.dataTable.accountMap[splitData2.account]
+
+		if account1 == nil || account2 == nil {
+			return nil, errs.ErrMissingAccountData
+		}
+
+		amount1, err := utils.ParseAmount(splitData1.amount)
+
+		if err != nil {
+			log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse amount \"%s\", because %s", splitData1.amount, err.Error())
+			return nil, errs.ErrAmountInvalid
+		}
+
+		amount2, err := utils.ParseAmount(splitData2.amount)
+
+		if err != nil {
+			log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse amount \"%s\", because %s", splitData2.amount, err.Error())
+			return nil, errs.ErrAmountInvalid
+		}
+
+		if ((account1.accountType == beancountEquityAccountType || account1.accountType == beancountIncomeAccountType) && (account2.accountType == beancountAssetsAccountType || account2.accountType == beancountLiabilitiesAccountType)) ||
+			((account2.accountType == beancountEquityAccountType || account2.accountType == beancountIncomeAccountType) && (account1.accountType == beancountAssetsAccountType || account1.accountType == beancountLiabilitiesAccountType)) { // income
+			fromAccount := account1
+			toAccount := account2
+			toCurrency := splitData2.commodity
+			toAmount := amount2
+
+			if (account2.accountType == beancountEquityAccountType || account2.accountType == beancountIncomeAccountType) && (account1.accountType == beancountAssetsAccountType || account1.accountType == beancountLiabilitiesAccountType) {
+				fromAccount = account2
+				toAccount = account1
+				toCurrency = splitData1.commodity
+				toAmount = amount1
+			}
+
+			if fromAccount.isOpeningBalanceEquityAccount() {
+				data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = utils.IntToString(int(models.TRANSACTION_TYPE_MODIFY_BALANCE))
+			} else {
+				data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = utils.IntToString(int(models.TRANSACTION_TYPE_INCOME))
+			}
+
+			data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = fromAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = toAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY] = toCurrency
+			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(toAmount)
+		} else if account1.accountType == beancountExpensesAccountType && (account2.accountType == beancountAssetsAccountType || account2.accountType == beancountLiabilitiesAccountType) ||
+			(account2.accountType == beancountExpensesAccountType && (account1.accountType == beancountAssetsAccountType || account1.accountType == beancountLiabilitiesAccountType)) { // expense
+			fromAccount := account1
+			fromCurrency := splitData1.commodity
+			fromAmount := amount1
+			toAccount := account2
+
+			if account1.accountType == beancountExpensesAccountType && (account2.accountType == beancountAssetsAccountType || account2.accountType == beancountLiabilitiesAccountType) {
+				fromAccount = account2
+				fromCurrency = splitData2.commodity
+				fromAmount = amount2
+				toAccount = account1
+			}
+
+			data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = utils.IntToString(int(models.TRANSACTION_TYPE_EXPENSE))
+			data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = toAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = fromAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY] = fromCurrency
+			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-fromAmount)
+		} else if (account1.accountType == beancountAssetsAccountType || account1.accountType == beancountLiabilitiesAccountType) &&
+			(account2.accountType == beancountAssetsAccountType || account2.accountType == beancountLiabilitiesAccountType) {
+			var fromAccount, toAccount *beancountAccount
+			var fromAmount, toAmount int64
+			var fromCurrency, toCurrency string
+
+			if amount1 < 0 {
+				fromAccount = account1
+				fromCurrency = splitData1.commodity
+				fromAmount = -amount1
+				toAccount = account2
+				toCurrency = splitData2.commodity
+				toAmount = amount2
+			} else if amount2 < 0 {
+				fromAccount = account2
+				fromCurrency = splitData2.commodity
+				fromAmount = -amount2
+				toAccount = account1
+				toCurrency = splitData1.commodity
+				toAmount = amount1
+			} else {
+				log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse transfer transaction, because unexcepted account amounts \"%d\" and \"%d\"", amount1, amount2)
+				return nil, errs.ErrInvalidBeancountFile
+			}
+
+			data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = utils.IntToString(int(models.TRANSACTION_TYPE_TRANSFER))
+			data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = ""
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = fromAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY] = fromCurrency
+			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(fromAmount)
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = toAccount.name
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY] = toCurrency
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(toAmount)
+		} else {
+			log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse transaction, because unexcepted account types \"%d\" and \"%d\"", account1.accountType, account2.accountType)
+			return nil, errs.ErrThereAreNotSupportedTransactionType
+		}
+	} else if len(beancountEntry.postings) <= 1 {
+		log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse transaction, because postings count is %d", len(beancountEntry.postings))
+		return nil, errs.ErrInvalidBeancountFile
+	} else {
+		log.Errorf(ctx, "[beancount_transaction_data_table.parseTransaction] cannot parse split transaction, because postings count is %d", len(beancountEntry.postings))
+		return nil, errs.ErrNotSupportedSplitTransactions
+	}
+
+	data[datatable.TRANSACTION_DATA_TABLE_TAGS] = strings.Join(beancountEntry.tags, BEANCOUNT_TRANSACTION_TAG_SEPARATOR)
+	data[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = beancountEntry.narration
+
+	return data, nil
+}
+
+func createNewBeancountTransactionDataTable(beancountData *beancountData) (*beancountTransactionDataTable, error) {
+	if beancountData == nil {
+		return nil, errs.ErrNotFoundTransactionDataInFile
+	}
+
+	return &beancountTransactionDataTable{
+		allData:    beancountData.transactions,
+		accountMap: beancountData.accounts,
+	}, nil
+}

pkg/converters/converter/data_table_transaction_data_exporter.go

@@ -0,0 +1,166 @@
+package converter
+
+import (
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+// DataTableTransactionDataExporter defines the structure of plain text data table exporter for transaction data
+type DataTableTransactionDataExporter struct {
+	transactionTypeMapping  map[models.TransactionType]string
+	geoLocationSeparator    string
+	transactionTagSeparator string
+}
+
+// BuildExportedContent writes the exported transaction data to the data table builder
+func (c *DataTableTransactionDataExporter) BuildExportedContent(ctx core.Context, dataTableBuilder datatable.TransactionDataTableBuilder, uid int64, transactions []*models.Transaction, accountMap map[int64]*models.Account, categoryMap map[int64]*models.TransactionCategory, tagMap map[int64]*models.TransactionTag, allTagIndexes map[int64][]int64) error {
+	for i := 0; i < len(transactions); i++ {
+		transaction := transactions[i]
+
+		if transaction.Type == models.TRANSACTION_DB_TYPE_TRANSFER_IN {
+			continue
+		}
+
+		dataRowMap := make(map[datatable.TransactionDataTableColumn]string, 15)
+		transactionTimeZone := time.FixedZone("Transaction Timezone", int(transaction.TimezoneUtcOffset)*60)
+
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME] = utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(transaction.TransactionTime), transactionTimeZone)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE] = utils.FormatTimezoneOffset(transactionTimeZone)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = dataTableBuilder.ReplaceDelimiters(c.getDisplayTransactionTypeName(transaction.Type))
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_CATEGORY] = c.getExportedTransactionCategoryName(dataTableBuilder, transaction.CategoryId, categoryMap)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = c.getExportedTransactionSubCategoryName(dataTableBuilder, transaction.CategoryId, categoryMap)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = c.getExportedAccountName(dataTableBuilder, transaction.AccountId, accountMap)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY] = c.getAccountCurrency(dataTableBuilder, transaction.AccountId, accountMap)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(transaction.Amount)
+
+		if transaction.Type == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
+			dataRowMap[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = c.getExportedAccountName(dataTableBuilder, transaction.RelatedAccountId, accountMap)
+			dataRowMap[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY] = c.getAccountCurrency(dataTableBuilder, transaction.RelatedAccountId, accountMap)
+			dataRowMap[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(transaction.RelatedAccountAmount)
+		}
+
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION] = c.getExportedGeographicLocation(transaction)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_TAGS] = c.getExportedTags(dataTableBuilder, transaction.TransactionId, allTagIndexes, tagMap)
+		dataRowMap[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = dataTableBuilder.ReplaceDelimiters(transaction.Comment)
+
+		dataTableBuilder.AppendTransaction(dataRowMap)
+	}
+
+	return nil
+}
+
+func (c *DataTableTransactionDataExporter) getDisplayTransactionTypeName(transactionDbType models.TransactionDbType) string {
+	transactionType, err := transactionDbType.ToTransactionType()
+
+	if err != nil {
+		return ""
+	}
+
+	transactionTypeName, exists := c.transactionTypeMapping[transactionType]
+
+	if !exists {
+		return ""
+	}
+
+	return transactionTypeName
+}
+
+func (c *DataTableTransactionDataExporter) getExportedTransactionCategoryName(dataTableBuilder datatable.TransactionDataTableBuilder, categoryId int64, categoryMap map[int64]*models.TransactionCategory) string {
+	category, exists := categoryMap[categoryId]
+
+	if !exists {
+		return ""
+	}
+
+	if category.ParentCategoryId == models.LevelOneTransactionCategoryParentId {
+		return dataTableBuilder.ReplaceDelimiters(category.Name)
+	}
+
+	parentCategory, exists := categoryMap[category.ParentCategoryId]
+
+	if !exists {
+		return ""
+	}
+
+	return dataTableBuilder.ReplaceDelimiters(parentCategory.Name)
+}
+
+func (c *DataTableTransactionDataExporter) getExportedTransactionSubCategoryName(dataTableBuilder datatable.TransactionDataTableBuilder, categoryId int64, categoryMap map[int64]*models.TransactionCategory) string {
+	category, exists := categoryMap[categoryId]
+
+	if exists {
+		return dataTableBuilder.ReplaceDelimiters(category.Name)
+	} else {
+		return ""
+	}
+}
+
+func (c *DataTableTransactionDataExporter) getExportedAccountName(dataTableBuilder datatable.TransactionDataTableBuilder, accountId int64, accountMap map[int64]*models.Account) string {
+	account, exists := accountMap[accountId]
+
+	if exists {
+		return dataTableBuilder.ReplaceDelimiters(account.Name)
+	} else {
+		return ""
+	}
+}
+
+func (c *DataTableTransactionDataExporter) getAccountCurrency(dataTableBuilder datatable.TransactionDataTableBuilder, accountId int64, accountMap map[int64]*models.Account) string {
+	account, exists := accountMap[accountId]
+
+	if exists {
+		return dataTableBuilder.ReplaceDelimiters(account.Currency)
+	} else {
+		return ""
+	}
+}
+
+func (c *DataTableTransactionDataExporter) getExportedGeographicLocation(transaction *models.Transaction) string {
+	if transaction.GeoLongitude != 0 || transaction.GeoLatitude != 0 {
+		return fmt.Sprintf("%f%s%f", transaction.GeoLongitude, c.geoLocationSeparator, transaction.GeoLatitude)
+	}
+
+	return ""
+}
+
+func (c *DataTableTransactionDataExporter) getExportedTags(dataTableBuilder datatable.TransactionDataTableBuilder, transactionId int64, allTagIndexes map[int64][]int64, tagMap map[int64]*models.TransactionTag) string {
+	tagIndexes, exists := allTagIndexes[transactionId]
+
+	if !exists {
+		return ""
+	}
+
+	var ret strings.Builder
+
+	for i := 0; i < len(tagIndexes); i++ {
+		tagIndex := tagIndexes[i]
+		tag, exists := tagMap[tagIndex]
+
+		if !exists {
+			continue
+		}
+
+		if ret.Len() > 0 {
+			ret.WriteString(c.transactionTagSeparator)
+		}
+
+		ret.WriteString(strings.Replace(tag.Name, c.transactionTagSeparator, " ", -1))
+	}
+
+	return dataTableBuilder.ReplaceDelimiters(ret.String())
+}
+
+// CreateNewExporter returns a new data table transaction data exporter according to the specified arguments
+func CreateNewExporter(transactionTypeMapping map[models.TransactionType]string, geoLocationSeparator string, transactionTagSeparator string) *DataTableTransactionDataExporter {
+	return &DataTableTransactionDataExporter{
+		transactionTypeMapping:  transactionTypeMapping,
+		geoLocationSeparator:    geoLocationSeparator,
+		transactionTagSeparator: transactionTagSeparator,
+	}
+}

pkg/converters/converter/data_table_transaction_data_importer.go

@@ -0,0 +1,503 @@
+package converter
+
+import (
+	"sort"
+	"strings"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+	"github.com/mayswind/ezbookkeeping/pkg/validators"
+)
+
+// DataTableTransactionDataImporter defines the structure of plain text data table importer for transaction data
+type DataTableTransactionDataImporter struct {
+	transactionTypeMapping  map[string]models.TransactionType
+	geoLocationSeparator    string
+	transactionTagSeparator string
+}
+
+// ParseImportedData returns the imported transaction data
+func (c *DataTableTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, dataTable datatable.TransactionDataTable, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+	if dataTable.TransactionRowCount() < 1 {
+		log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse import data for user \"uid:%d\", because data table row count is less 1", user.Uid)
+		return nil, nil, nil, nil, nil, nil, errs.ErrNotFoundTransactionDataInFile
+	}
+
+	nameDbTypeMap, err := c.buildTransactionTypeNameDbTypeMap()
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	if !dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME) ||
+		!dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE) ||
+		!dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY) ||
+		!dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME) ||
+		!dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_AMOUNT) ||
+		!dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME) {
+		log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse import data for user \"uid:%d\", because missing essential columns in header row", user.Uid)
+		return nil, nil, nil, nil, nil, nil, errs.ErrMissingRequiredFieldInHeaderRow
+	}
+
+	if accountMap == nil {
+		accountMap = make(map[string]*models.Account)
+	}
+
+	if expenseCategoryMap == nil {
+		expenseCategoryMap = make(map[string]map[string]*models.TransactionCategory)
+	}
+
+	if incomeCategoryMap == nil {
+		incomeCategoryMap = make(map[string]map[string]*models.TransactionCategory)
+	}
+
+	if transferCategoryMap == nil {
+		transferCategoryMap = make(map[string]map[string]*models.TransactionCategory)
+	}
+
+	if tagMap == nil {
+		tagMap = make(map[string]*models.TransactionTag)
+	}
+
+	allNewTransactions := make(models.ImportedTransactionSlice, 0, dataTable.TransactionRowCount())
+	allNewAccounts := make([]*models.Account, 0)
+	allNewSubExpenseCategories := make([]*models.TransactionCategory, 0)
+	allNewSubIncomeCategories := make([]*models.TransactionCategory, 0)
+	allNewSubTransferCategories := make([]*models.TransactionCategory, 0)
+	allNewTags := make([]*models.TransactionTag, 0)
+
+	dataRowIterator := dataTable.TransactionRowIterator()
+	dataRowIndex := 0
+
+	for dataRowIterator.HasNext() {
+		dataRowIndex++
+		dataRow, err := dataRowIterator.Next(ctx, user)
+
+		if err != nil {
+			log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse data row \"index:%d\" for user \"uid:%d\", because %s", dataRowIndex, user.Uid, err.Error())
+			return nil, nil, nil, nil, nil, nil, err
+		}
+
+		if !dataRow.IsValid() {
+			continue
+		}
+
+		timezoneOffset := defaultTimezoneOffset
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE) {
+			transactionTimezone, err := utils.ParseFromTimezoneOffset(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE))
+
+			if err != nil {
+				log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse time zone \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE), dataRowIndex, user.Uid, err.Error())
+				return nil, nil, nil, nil, nil, nil, errs.ErrTransactionTimeZoneInvalid
+			}
+
+			timezoneOffset = utils.GetTimezoneOffsetMinutes(transactionTimezone)
+		}
+
+		transactionTime, err := utils.ParseFromLongDateTime(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME), timezoneOffset)
+
+		if err != nil {
+			log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse time \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME), dataRowIndex, user.Uid, err.Error())
+			return nil, nil, nil, nil, nil, nil, errs.ErrTransactionTimeInvalid
+		}
+
+		transactionDbType, err := c.getTransactionDbType(nameDbTypeMap, dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE))
+
+		if err != nil {
+			log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse transaction type \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE), dataRowIndex, user.Uid, err.Error())
+			return nil, nil, nil, nil, nil, nil, errs.Or(err, errs.ErrTransactionTypeInvalid)
+		}
+
+		categoryId := int64(0)
+		categoryName := ""
+		subCategoryName := ""
+
+		if transactionDbType != models.TRANSACTION_DB_TYPE_MODIFY_BALANCE {
+			transactionCategoryType, err := c.getTransactionCategoryType(transactionDbType)
+
+			if err != nil {
+				log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse transaction category type in data row \"index:%d\" for user \"uid:%d\", because %s", dataRowIndex, user.Uid, err.Error())
+				return nil, nil, nil, nil, nil, nil, errs.Or(err, errs.ErrTransactionTypeInvalid)
+			}
+
+			categoryName = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_CATEGORY)
+			subCategoryName = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY)
+
+			if transactionDbType == models.TRANSACTION_DB_TYPE_EXPENSE {
+				subCategory, exists := c.getTransactionCategory(expenseCategoryMap, categoryName, subCategoryName)
+
+				if !exists {
+					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
+					allNewSubExpenseCategories = append(allNewSubExpenseCategories, subCategory)
+
+					if _, exists = expenseCategoryMap[subCategoryName]; !exists {
+						expenseCategoryMap[subCategoryName] = make(map[string]*models.TransactionCategory)
+					}
+
+					expenseCategoryMap[subCategoryName][categoryName] = subCategory
+				}
+
+				categoryId = subCategory.CategoryId
+			} else if transactionDbType == models.TRANSACTION_DB_TYPE_INCOME {
+				subCategory, exists := c.getTransactionCategory(incomeCategoryMap, categoryName, subCategoryName)
+
+				if !exists {
+					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
+					allNewSubIncomeCategories = append(allNewSubIncomeCategories, subCategory)
+
+					if _, exists = incomeCategoryMap[subCategoryName]; !exists {
+						incomeCategoryMap[subCategoryName] = make(map[string]*models.TransactionCategory)
+					}
+
+					incomeCategoryMap[subCategoryName][categoryName] = subCategory
+				}
+
+				categoryId = subCategory.CategoryId
+			} else if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
+				subCategory, exists := c.getTransactionCategory(transferCategoryMap, categoryName, subCategoryName)
+
+				if !exists {
+					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
+					allNewSubTransferCategories = append(allNewSubTransferCategories, subCategory)
+
+					if _, exists = transferCategoryMap[subCategoryName]; !exists {
+						transferCategoryMap[subCategoryName] = make(map[string]*models.TransactionCategory)
+					}
+
+					transferCategoryMap[subCategoryName][categoryName] = subCategory
+				}
+
+				categoryId = subCategory.CategoryId
+			}
+		}
+
+		accountName := dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME)
+		accountCurrency := user.DefaultCurrency
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY) {
+			accountCurrency = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY)
+
+			if _, ok := validators.AllCurrencyNames[accountCurrency]; !ok {
+				log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] account currency \"%s\" is not supported in data row \"index:%d\" for user \"uid:%d\"", accountCurrency, dataRowIndex, user.Uid)
+				return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
+			}
+		}
+
+		account, exists := accountMap[accountName]
+
+		if !exists {
+			account = c.createNewAccountModel(user.Uid, accountName, accountCurrency)
+			allNewAccounts = append(allNewAccounts, account)
+			accountMap[accountName] = account
+		}
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY) {
+			if account.Name != "" && account.Currency != accountCurrency {
+				log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] currency \"%s\" in data row \"index:%d\" not equals currency \"%s\" of the account for user \"uid:%d\"", accountCurrency, dataRowIndex, account.Currency, user.Uid)
+				return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
+			}
+		} else if exists {
+			accountCurrency = account.Currency
+		}
+
+		amount, err := utils.ParseAmount(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_AMOUNT))
+
+		if err != nil {
+			log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse acmount \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_AMOUNT), dataRowIndex, user.Uid, err.Error())
+			return nil, nil, nil, nil, nil, nil, errs.ErrAmountInvalid
+		}
+
+		relatedAccountId := int64(0)
+		relatedAccountAmount := int64(0)
+		account2Name := ""
+		account2Currency := ""
+
+		if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
+			account2Name = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME)
+			account2Currency = user.DefaultCurrency
+
+			if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY) {
+				account2Currency = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY)
+
+				if _, ok := validators.AllCurrencyNames[account2Currency]; !ok {
+					log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] account2 currency \"%s\" is not supported in data row \"index:%d\" for user \"uid:%d\"", account2Currency, dataRowIndex, user.Uid)
+					return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
+				}
+			}
+
+			account2, exists := accountMap[account2Name]
+
+			if !exists {
+				account2 = c.createNewAccountModel(user.Uid, account2Name, account2Currency)
+				allNewAccounts = append(allNewAccounts, account2)
+				accountMap[account2Name] = account2
+			}
+
+			if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY) {
+				if account2.Name != "" && account2.Currency != account2Currency {
+					log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] currency \"%s\" in data row \"index:%d\" not equals currency \"%s\" of the account2 for user \"uid:%d\"", account2Currency, dataRowIndex, account2.Currency, user.Uid)
+					return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
+				}
+			} else if exists {
+				account2Currency = account2.Currency
+			}
+
+			relatedAccountId = account2.AccountId
+
+			if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT) {
+				relatedAccountAmount, err = utils.ParseAmount(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT))
+
+				if err != nil {
+					log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse acmount2 \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT), dataRowIndex, user.Uid, err.Error())
+					return nil, nil, nil, nil, nil, nil, errs.ErrAmountInvalid
+				}
+			} else if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
+				relatedAccountAmount = amount
+			}
+		}
+
+		geoLongitude := float64(0)
+		geoLatitude := float64(0)
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION) && c.geoLocationSeparator != "" {
+			geoLocationItems := strings.Split(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), c.geoLocationSeparator)
+
+			if len(geoLocationItems) == 2 {
+				geoLongitude, err = utils.StringToFloat64(geoLocationItems[0])
+
+				if err != nil {
+					log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse geographic location \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), dataRowIndex, user.Uid, err.Error())
+					return nil, nil, nil, nil, nil, nil, errs.ErrGeographicLocationInvalid
+				}
+
+				geoLatitude, err = utils.StringToFloat64(geoLocationItems[1])
+
+				if err != nil {
+					log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] cannot parse geographic location \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), dataRowIndex, user.Uid, err.Error())
+					return nil, nil, nil, nil, nil, nil, errs.ErrGeographicLocationInvalid
+				}
+			}
+		}
+
+		var tagIds []string
+		var tagNames []string
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_TAGS) {
+			var tagNameItems []string
+
+			if c.transactionTagSeparator != "" {
+				tagNameItems = strings.Split(dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TAGS), c.transactionTagSeparator)
+			} else {
+				tagNameItems = append(tagNameItems, dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_TAGS))
+			}
+
+			for i := 0; i < len(tagNameItems); i++ {
+				tagName := tagNameItems[i]
+
+				if tagName == "" {
+					continue
+				}
+
+				tag, exists := tagMap[tagName]
+
+				if !exists {
+					tag = c.createNewTransactionTagModel(user.Uid, tagName)
+					allNewTags = append(allNewTags, tag)
+					tagMap[tagName] = tag
+				}
+
+				if tag != nil {
+					tagIds = append(tagIds, utils.Int64ToString(tag.TagId))
+				}
+
+				tagNames = append(tagNames, tagName)
+			}
+		}
+
+		description := ""
+
+		if dataTable.HasColumn(datatable.TRANSACTION_DATA_TABLE_DESCRIPTION) {
+			description = dataRow.GetData(datatable.TRANSACTION_DATA_TABLE_DESCRIPTION)
+		}
+
+		transaction := &models.ImportTransaction{
+			Transaction: &models.Transaction{
+				Uid:                  user.Uid,
+				Type:                 transactionDbType,
+				CategoryId:           categoryId,
+				TransactionTime:      utils.GetMinTransactionTimeFromUnixTime(transactionTime.Unix()),
+				TimezoneUtcOffset:    timezoneOffset,
+				AccountId:            account.AccountId,
+				Amount:               amount,
+				HideAmount:           false,
+				RelatedAccountId:     relatedAccountId,
+				RelatedAccountAmount: relatedAccountAmount,
+				Comment:              description,
+				GeoLongitude:         geoLongitude,
+				GeoLatitude:          geoLatitude,
+				CreatedIp:            "127.0.0.1",
+			},
+			TagIds:                             tagIds,
+			OriginalCategoryName:               subCategoryName,
+			OriginalSourceAccountName:          accountName,
+			OriginalSourceAccountCurrency:      accountCurrency,
+			OriginalDestinationAccountName:     account2Name,
+			OriginalDestinationAccountCurrency: account2Currency,
+			OriginalTagNames:                   tagNames,
+		}
+
+		allNewTransactions = append(allNewTransactions, transaction)
+	}
+
+	if len(allNewTransactions) < 1 {
+		log.Errorf(ctx, "[data_table_transaction_data_exporter.ParseImportedData] no transaction data parsed for \"uid:%d\"", user.Uid)
+		return nil, nil, nil, nil, nil, nil, errs.ErrNotFoundTransactionDataInFile
+	}
+
+	sort.Sort(allNewTransactions)
+
+	return allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, allNewSubTransferCategories, allNewTags, nil
+}
+
+func (c *DataTableTransactionDataImporter) buildTransactionTypeNameDbTypeMap() (map[string]models.TransactionDbType, error) {
+	if c.transactionTypeMapping == nil {
+		return nil, errs.ErrTransactionTypeInvalid
+	}
+
+	nameDbTypeMap := make(map[string]models.TransactionDbType, len(c.transactionTypeMapping))
+
+	for name, transactionType := range c.transactionTypeMapping {
+		if transactionType == models.TRANSACTION_TYPE_MODIFY_BALANCE {
+			nameDbTypeMap[name] = models.TRANSACTION_DB_TYPE_MODIFY_BALANCE
+		} else if transactionType == models.TRANSACTION_TYPE_INCOME {
+			nameDbTypeMap[name] = models.TRANSACTION_DB_TYPE_INCOME
+		} else if transactionType == models.TRANSACTION_TYPE_EXPENSE {
+			nameDbTypeMap[name] = models.TRANSACTION_DB_TYPE_EXPENSE
+		} else if transactionType == models.TRANSACTION_TYPE_TRANSFER {
+			nameDbTypeMap[name] = models.TRANSACTION_DB_TYPE_TRANSFER_OUT
+		} else {
+			return nil, errs.ErrTransactionTypeInvalid
+		}
+	}
+
+	return nameDbTypeMap, nil
+}
+
+func (c *DataTableTransactionDataImporter) getTransactionDbType(nameDbTypeMap map[string]models.TransactionDbType, transactionTypeName string) (models.TransactionDbType, error) {
+	transactionType, exists := nameDbTypeMap[transactionTypeName]
+
+	if !exists {
+		return 0, errs.ErrTransactionTypeInvalid
+	}
+
+	return transactionType, nil
+}
+
+func (c *DataTableTransactionDataImporter) getTransactionCategoryType(transactionType models.TransactionDbType) (models.TransactionCategoryType, error) {
+	if transactionType == models.TRANSACTION_DB_TYPE_INCOME {
+		return models.CATEGORY_TYPE_INCOME, nil
+	} else if transactionType == models.TRANSACTION_DB_TYPE_EXPENSE {
+		return models.CATEGORY_TYPE_EXPENSE, nil
+	} else if transactionType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
+		return models.CATEGORY_TYPE_TRANSFER, nil
+	} else {
+		return 0, errs.ErrTransactionTypeInvalid
+	}
+}
+
+func (c *DataTableTransactionDataImporter) getTransactionCategory(categories map[string]map[string]*models.TransactionCategory, categoryName string, subCategoryName string) (*models.TransactionCategory, bool) {
+	if len(categories) < 1 {
+		return nil, false
+	}
+
+	subCategories, exists := categories[subCategoryName]
+
+	if !exists || len(subCategories) < 1 {
+		return nil, false
+	}
+
+	if categoryName == "" {
+		for _, subCategory := range subCategories {
+			if subCategory != nil {
+				return subCategory, true
+			}
+		}
+	}
+
+	subCategory, exists := subCategories[categoryName]
+
+	if !exists {
+		for _, subCategory := range subCategories {
+			if subCategory != nil {
+				return subCategory, true
+			}
+		}
+	}
+
+	return subCategory, exists
+}
+
+func (c *DataTableTransactionDataImporter) createNewAccountModel(uid int64, accountName string, currency string) *models.Account {
+	return &models.Account{
+		Uid:      uid,
+		Name:     accountName,
+		Currency: currency,
+	}
+}
+
+func (c *DataTableTransactionDataImporter) createNewTransactionCategoryModel(uid int64, categoryName string, transactionCategoryType models.TransactionCategoryType) *models.TransactionCategory {
+	return &models.TransactionCategory{
+		Uid:  uid,
+		Name: categoryName,
+		Type: transactionCategoryType,
+	}
+}
+
+func (c *DataTableTransactionDataImporter) createNewTransactionTagModel(uid int64, tagName string) *models.TransactionTag {
+	return &models.TransactionTag{
+		Uid:  uid,
+		Name: tagName,
+	}
+}
+
+// CreateNewImporterWithTypeNameMapping returns a new data table transaction data importer according to the specified arguments
+func CreateNewImporterWithTypeNameMapping(transactionTypeMapping map[models.TransactionType]string, geoLocationSeparator string, transactionTagSeparator string) *DataTableTransactionDataImporter {
+	return &DataTableTransactionDataImporter{
+		transactionTypeMapping:  buildTransactionNameTypeMap(transactionTypeMapping),
+		geoLocationSeparator:    geoLocationSeparator,
+		transactionTagSeparator: transactionTagSeparator,
+	}
+}
+
+// CreateNewSimpleImporter returns a new data table transaction data importer according to the specified arguments
+func CreateNewSimpleImporter(transactionTypeMapping map[string]models.TransactionType) *DataTableTransactionDataImporter {
+	return &DataTableTransactionDataImporter{
+		transactionTypeMapping: transactionTypeMapping,
+	}
+}
+
+// CreateNewSimpleImporterWithTypeNameMapping returns a new data table transaction data importer according to the specified arguments
+func CreateNewSimpleImporterWithTypeNameMapping(transactionTypeMapping map[models.TransactionType]string) *DataTableTransactionDataImporter {
+	return &DataTableTransactionDataImporter{
+		transactionTypeMapping: buildTransactionNameTypeMap(transactionTypeMapping),
+	}
+}
+
+func buildTransactionNameTypeMap(transactionTypeMapping map[models.TransactionType]string) map[string]models.TransactionType {
+	if transactionTypeMapping == nil {
+		return nil
+	}
+
+	typeNameMap := make(map[string]models.TransactionType, len(transactionTypeMapping))
+
+	for transactionType, name := range transactionTypeMapping {
+		typeNameMap[name] = transactionType
+	}
+
+	return typeNameMap
+}

pkg/converters/converter/transaction_data_converter.go

@@ -1,4 +1,4 @@
-package base
+package converter
 
 import (
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -14,7 +14,7 @@ type TransactionDataExporter interface {
 // TransactionDataImporter defines the structure of transaction data importer
 type TransactionDataImporter interface {
 	// ParseImportedData returns the imported data
-	ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error)
+	ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error)
 }
 
 // TransactionDataConverter defines the structure of transaction data converter

pkg/converters/datatable/data_table_transaction_data_converter.go

@@ -1,572 +0,0 @@
-package datatable
-
-import (
-	"fmt"
-	"sort"
-	"strings"
-	"time"
-
-	"github.com/mayswind/ezbookkeeping/pkg/core"
-	"github.com/mayswind/ezbookkeeping/pkg/errs"
-	"github.com/mayswind/ezbookkeeping/pkg/log"
-	"github.com/mayswind/ezbookkeeping/pkg/models"
-	"github.com/mayswind/ezbookkeeping/pkg/utils"
-	"github.com/mayswind/ezbookkeeping/pkg/validators"
-)
-
-// DataTableTransactionDataExporter defines the structure of plain text data table exporter for transaction data
-type DataTableTransactionDataExporter struct {
-	transactionTypeMapping  map[models.TransactionType]string
-	geoLocationSeparator    string
-	transactionTagSeparator string
-}
-
-// DataTableTransactionDataImporter defines the structure of plain text data table importer for transaction data
-type DataTableTransactionDataImporter struct {
-	transactionTypeMapping  map[models.TransactionType]string
-	geoLocationSeparator    string
-	transactionTagSeparator string
-}
-
-// CreateNewExporter returns a new data table transaction data exporter according to the specified arguments
-func CreateNewExporter(transactionTypeMapping map[models.TransactionType]string, geoLocationSeparator string, transactionTagSeparator string) *DataTableTransactionDataExporter {
-	return &DataTableTransactionDataExporter{
-		transactionTypeMapping:  transactionTypeMapping,
-		geoLocationSeparator:    geoLocationSeparator,
-		transactionTagSeparator: transactionTagSeparator,
-	}
-}
-
-// CreateNewImporter returns a new data table transaction data importer according to the specified arguments
-func CreateNewImporter(transactionTypeMapping map[models.TransactionType]string, geoLocationSeparator string, transactionTagSeparator string) *DataTableTransactionDataImporter {
-	return &DataTableTransactionDataImporter{
-		transactionTypeMapping:  transactionTypeMapping,
-		geoLocationSeparator:    geoLocationSeparator,
-		transactionTagSeparator: transactionTagSeparator,
-	}
-}
-
-// CreateNewSimpleImporter returns a new data table transaction data importer according to the specified arguments
-func CreateNewSimpleImporter(transactionTypeMapping map[models.TransactionType]string) *DataTableTransactionDataImporter {
-	return &DataTableTransactionDataImporter{
-		transactionTypeMapping: transactionTypeMapping,
-	}
-}
-
-// BuildExportedContent writes the exported transaction data to the data table builder
-func (c *DataTableTransactionDataExporter) BuildExportedContent(ctx core.Context, dataTableBuilder TransactionDataTableBuilder, uid int64, transactions []*models.Transaction, accountMap map[int64]*models.Account, categoryMap map[int64]*models.TransactionCategory, tagMap map[int64]*models.TransactionTag, allTagIndexes map[int64][]int64) error {
-	for i := 0; i < len(transactions); i++ {
-		transaction := transactions[i]
-
-		if transaction.Type == models.TRANSACTION_DB_TYPE_TRANSFER_IN {
-			continue
-		}
-
-		dataRowMap := make(map[TransactionDataTableColumn]string, 15)
-		transactionTimeZone := time.FixedZone("Transaction Timezone", int(transaction.TimezoneUtcOffset)*60)
-
-		dataRowMap[TRANSACTION_DATA_TABLE_TRANSACTION_TIME] = utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(transaction.TransactionTime), transactionTimeZone)
-		dataRowMap[TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE] = utils.FormatTimezoneOffset(transactionTimeZone)
-		dataRowMap[TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = dataTableBuilder.ReplaceDelimiters(c.getDisplayTransactionTypeName(transaction.Type))
-		dataRowMap[TRANSACTION_DATA_TABLE_CATEGORY] = c.getExportedTransactionCategoryName(dataTableBuilder, transaction.CategoryId, categoryMap)
-		dataRowMap[TRANSACTION_DATA_TABLE_SUB_CATEGORY] = c.getExportedTransactionSubCategoryName(dataTableBuilder, transaction.CategoryId, categoryMap)
-		dataRowMap[TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = c.getExportedAccountName(dataTableBuilder, transaction.AccountId, accountMap)
-		dataRowMap[TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY] = c.getAccountCurrency(dataTableBuilder, transaction.AccountId, accountMap)
-		dataRowMap[TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(transaction.Amount)
-
-		if transaction.Type == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
-			dataRowMap[TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = c.getExportedAccountName(dataTableBuilder, transaction.RelatedAccountId, accountMap)
-			dataRowMap[TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY] = c.getAccountCurrency(dataTableBuilder, transaction.RelatedAccountId, accountMap)
-			dataRowMap[TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(transaction.RelatedAccountAmount)
-		}
-
-		dataRowMap[TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION] = c.getExportedGeographicLocation(transaction)
-		dataRowMap[TRANSACTION_DATA_TABLE_TAGS] = c.getExportedTags(dataTableBuilder, transaction.TransactionId, allTagIndexes, tagMap)
-		dataRowMap[TRANSACTION_DATA_TABLE_DESCRIPTION] = dataTableBuilder.ReplaceDelimiters(transaction.Comment)
-
-		dataTableBuilder.AppendTransaction(dataRowMap)
-	}
-
-	return nil
-}
-
-func (c *DataTableTransactionDataExporter) getDisplayTransactionTypeName(transactionDbType models.TransactionDbType) string {
-	transactionType, err := transactionDbType.ToTransactionType()
-
-	if err != nil {
-		return ""
-	}
-
-	transactionTypeName, exists := c.transactionTypeMapping[transactionType]
-
-	if !exists {
-		return ""
-	}
-
-	return transactionTypeName
-}
-
-func (c *DataTableTransactionDataExporter) getExportedTransactionCategoryName(dataTableBuilder TransactionDataTableBuilder, categoryId int64, categoryMap map[int64]*models.TransactionCategory) string {
-	category, exists := categoryMap[categoryId]
-
-	if !exists {
-		return ""
-	}
-
-	if category.ParentCategoryId == 0 {
-		return dataTableBuilder.ReplaceDelimiters(category.Name)
-	}
-
-	parentCategory, exists := categoryMap[category.ParentCategoryId]
-
-	if !exists {
-		return ""
-	}
-
-	return dataTableBuilder.ReplaceDelimiters(parentCategory.Name)
-}
-
-func (c *DataTableTransactionDataExporter) getExportedTransactionSubCategoryName(dataTableBuilder TransactionDataTableBuilder, categoryId int64, categoryMap map[int64]*models.TransactionCategory) string {
-	category, exists := categoryMap[categoryId]
-
-	if exists {
-		return dataTableBuilder.ReplaceDelimiters(category.Name)
-	} else {
-		return ""
-	}
-}
-
-func (c *DataTableTransactionDataExporter) getExportedAccountName(dataTableBuilder TransactionDataTableBuilder, accountId int64, accountMap map[int64]*models.Account) string {
-	account, exists := accountMap[accountId]
-
-	if exists {
-		return dataTableBuilder.ReplaceDelimiters(account.Name)
-	} else {
-		return ""
-	}
-}
-
-func (c *DataTableTransactionDataExporter) getAccountCurrency(dataTableBuilder TransactionDataTableBuilder, accountId int64, accountMap map[int64]*models.Account) string {
-	account, exists := accountMap[accountId]
-
-	if exists {
-		return dataTableBuilder.ReplaceDelimiters(account.Currency)
-	} else {
-		return ""
-	}
-}
-
-func (c *DataTableTransactionDataExporter) getExportedGeographicLocation(transaction *models.Transaction) string {
-	if transaction.GeoLongitude != 0 || transaction.GeoLatitude != 0 {
-		return fmt.Sprintf("%f%s%f", transaction.GeoLongitude, c.geoLocationSeparator, transaction.GeoLatitude)
-	}
-
-	return ""
-}
-
-func (c *DataTableTransactionDataExporter) getExportedTags(dataTableBuilder TransactionDataTableBuilder, transactionId int64, allTagIndexes map[int64][]int64, tagMap map[int64]*models.TransactionTag) string {
-	tagIndexes, exists := allTagIndexes[transactionId]
-
-	if !exists {
-		return ""
-	}
-
-	var ret strings.Builder
-
-	for i := 0; i < len(tagIndexes); i++ {
-		tagIndex := tagIndexes[i]
-		tag, exists := tagMap[tagIndex]
-
-		if !exists {
-			continue
-		}
-
-		if ret.Len() > 0 {
-			ret.WriteString(c.transactionTagSeparator)
-		}
-
-		ret.WriteString(strings.Replace(tag.Name, c.transactionTagSeparator, " ", -1))
-	}
-
-	return dataTableBuilder.ReplaceDelimiters(ret.String())
-}
-
-// ParseImportedData returns the imported transaction data
-func (c *DataTableTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, dataTable TransactionDataTable, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
-	if dataTable.TransactionRowCount() < 1 {
-		log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse import data for user \"uid:%d\", because data table row count is less 1", user.Uid)
-		return nil, nil, nil, nil, nil, nil, errs.ErrNotFoundTransactionDataInFile
-	}
-
-	nameDbTypeMap, err := c.buildTransactionTypeNameDbTypeMap()
-
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, err
-	}
-
-	if !dataTable.HasColumn(TRANSACTION_DATA_TABLE_TRANSACTION_TIME) ||
-		!dataTable.HasColumn(TRANSACTION_DATA_TABLE_TRANSACTION_TYPE) ||
-		!dataTable.HasColumn(TRANSACTION_DATA_TABLE_SUB_CATEGORY) ||
-		!dataTable.HasColumn(TRANSACTION_DATA_TABLE_ACCOUNT_NAME) ||
-		!dataTable.HasColumn(TRANSACTION_DATA_TABLE_AMOUNT) ||
-		!dataTable.HasColumn(TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME) {
-		log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse import data for user \"uid:%d\", because missing essential columns in header row", user.Uid)
-		return nil, nil, nil, nil, nil, nil, errs.ErrMissingRequiredFieldInHeaderRow
-	}
-
-	if accountMap == nil {
-		accountMap = make(map[string]*models.Account)
-	}
-
-	if expenseCategoryMap == nil {
-		expenseCategoryMap = make(map[string]*models.TransactionCategory)
-	}
-
-	if incomeCategoryMap == nil {
-		incomeCategoryMap = make(map[string]*models.TransactionCategory)
-	}
-
-	if transferCategoryMap == nil {
-		transferCategoryMap = make(map[string]*models.TransactionCategory)
-	}
-
-	if tagMap == nil {
-		tagMap = make(map[string]*models.TransactionTag)
-	}
-
-	allNewTransactions := make(models.ImportedTransactionSlice, 0, dataTable.TransactionRowCount())
-	allNewAccounts := make([]*models.Account, 0)
-	allNewSubExpenseCategories := make([]*models.TransactionCategory, 0)
-	allNewSubIncomeCategories := make([]*models.TransactionCategory, 0)
-	allNewSubTransferCategories := make([]*models.TransactionCategory, 0)
-	allNewTags := make([]*models.TransactionTag, 0)
-
-	dataRowIterator := dataTable.TransactionRowIterator()
-	dataRowIndex := 0
-
-	for dataRowIterator.HasNext() {
-		dataRowIndex++
-		dataRow, err := dataRowIterator.Next(ctx, user)
-
-		if err != nil {
-			log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse data row \"index:%d\" for user \"uid:%d\", because %s", dataRowIndex, user.Uid, err.Error())
-			return nil, nil, nil, nil, nil, nil, err
-		}
-
-		if !dataRow.IsValid() {
-			continue
-		}
-
-		timezoneOffset := defaultTimezoneOffset
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE) {
-			transactionTimezone, err := utils.ParseFromTimezoneOffset(dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE))
-
-			if err != nil {
-				log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse time zone \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE), dataRowIndex, user.Uid, err.Error())
-				return nil, nil, nil, nil, nil, nil, errs.ErrTransactionTimeZoneInvalid
-			}
-
-			timezoneOffset = utils.GetTimezoneOffsetMinutes(transactionTimezone)
-		}
-
-		transactionTime, err := utils.ParseFromLongDateTime(dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TIME), timezoneOffset)
-
-		if err != nil {
-			log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse time \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TIME), dataRowIndex, user.Uid, err.Error())
-			return nil, nil, nil, nil, nil, nil, errs.ErrTransactionTimeInvalid
-		}
-
-		transactionDbType, err := c.getTransactionDbType(nameDbTypeMap, dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TYPE))
-
-		if err != nil {
-			log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse transaction type \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_TRANSACTION_TYPE), dataRowIndex, user.Uid, err.Error())
-			return nil, nil, nil, nil, nil, nil, errs.Or(err, errs.ErrTransactionTypeInvalid)
-		}
-
-		categoryId := int64(0)
-		subCategoryName := ""
-
-		if transactionDbType != models.TRANSACTION_DB_TYPE_MODIFY_BALANCE {
-			transactionCategoryType, err := c.getTransactionCategoryType(transactionDbType)
-
-			if err != nil {
-				log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse transaction category type in data row \"index:%d\" for user \"uid:%d\", because %s", dataRowIndex, user.Uid, err.Error())
-				return nil, nil, nil, nil, nil, nil, errs.Or(err, errs.ErrTransactionTypeInvalid)
-			}
-
-			subCategoryName = dataRow.GetData(TRANSACTION_DATA_TABLE_SUB_CATEGORY)
-
-			if transactionDbType == models.TRANSACTION_DB_TYPE_EXPENSE {
-				subCategory, exists := expenseCategoryMap[subCategoryName]
-
-				if !exists {
-					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
-					allNewSubExpenseCategories = append(allNewSubExpenseCategories, subCategory)
-					expenseCategoryMap[subCategoryName] = subCategory
-				}
-
-				categoryId = subCategory.CategoryId
-			} else if transactionDbType == models.TRANSACTION_DB_TYPE_INCOME {
-				subCategory, exists := incomeCategoryMap[subCategoryName]
-
-				if !exists {
-					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
-					allNewSubIncomeCategories = append(allNewSubIncomeCategories, subCategory)
-					incomeCategoryMap[subCategoryName] = subCategory
-				}
-
-				categoryId = subCategory.CategoryId
-			} else if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
-				subCategory, exists := transferCategoryMap[subCategoryName]
-
-				if !exists {
-					subCategory = c.createNewTransactionCategoryModel(user.Uid, subCategoryName, transactionCategoryType)
-					allNewSubTransferCategories = append(allNewSubTransferCategories, subCategory)
-					transferCategoryMap[subCategoryName] = subCategory
-				}
-
-				categoryId = subCategory.CategoryId
-			}
-		}
-
-		accountName := dataRow.GetData(TRANSACTION_DATA_TABLE_ACCOUNT_NAME)
-		accountCurrency := user.DefaultCurrency
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY) {
-			accountCurrency = dataRow.GetData(TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY)
-
-			if _, ok := validators.AllCurrencyNames[accountCurrency]; !ok {
-				log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] account currency \"%s\" is not supported in data row \"index:%d\" for user \"uid:%d\"", accountCurrency, dataRowIndex, user.Uid)
-				return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
-			}
-		}
-
-		account, exists := accountMap[accountName]
-
-		if !exists {
-			account = c.createNewAccountModel(user.Uid, accountName, accountCurrency)
-			allNewAccounts = append(allNewAccounts, account)
-			accountMap[accountName] = account
-		}
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY) {
-			if account.Name != "" && account.Currency != accountCurrency {
-				log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] currency \"%s\" in data row \"index:%d\" not equals currency \"%s\" of the account for user \"uid:%d\"", accountCurrency, dataRowIndex, account.Currency, user.Uid)
-				return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
-			}
-		} else if exists {
-			accountCurrency = account.Currency
-		}
-
-		amount, err := utils.ParseAmount(dataRow.GetData(TRANSACTION_DATA_TABLE_AMOUNT))
-
-		if err != nil {
-			log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse acmount \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_AMOUNT), dataRowIndex, user.Uid, err.Error())
-			return nil, nil, nil, nil, nil, nil, errs.ErrAmountInvalid
-		}
-
-		relatedAccountId := int64(0)
-		relatedAccountAmount := int64(0)
-		account2Name := ""
-		account2Currency := ""
-
-		if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
-			account2Name = dataRow.GetData(TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME)
-			account2Currency = user.DefaultCurrency
-
-			if dataTable.HasColumn(TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY) {
-				account2Currency = dataRow.GetData(TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY)
-
-				if _, ok := validators.AllCurrencyNames[account2Currency]; !ok {
-					log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] account2 currency \"%s\" is not supported in data row \"index:%d\" for user \"uid:%d\"", account2Currency, dataRowIndex, user.Uid)
-					return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
-				}
-			}
-
-			account2, exists := accountMap[account2Name]
-
-			if !exists {
-				account2 = c.createNewAccountModel(user.Uid, account2Name, account2Currency)
-				allNewAccounts = append(allNewAccounts, account2)
-				accountMap[account2Name] = account2
-			}
-
-			if dataTable.HasColumn(TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_CURRENCY) {
-				if account2.Name != "" && account2.Currency != account2Currency {
-					log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] currency \"%s\" in data row \"index:%d\" not equals currency \"%s\" of the account2 for user \"uid:%d\"", account2Currency, dataRowIndex, account2.Currency, user.Uid)
-					return nil, nil, nil, nil, nil, nil, errs.ErrAccountCurrencyInvalid
-				}
-			} else if exists {
-				account2Currency = account2.Currency
-			}
-
-			relatedAccountId = account2.AccountId
-
-			if dataTable.HasColumn(TRANSACTION_DATA_TABLE_RELATED_AMOUNT) {
-				relatedAccountAmount, err = utils.ParseAmount(dataRow.GetData(TRANSACTION_DATA_TABLE_RELATED_AMOUNT))
-
-				if err != nil {
-					log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse acmount2 \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_RELATED_AMOUNT), dataRowIndex, user.Uid, err.Error())
-					return nil, nil, nil, nil, nil, nil, errs.ErrAmountInvalid
-				}
-			} else if transactionDbType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
-				relatedAccountAmount = amount
-			}
-		}
-
-		geoLongitude := float64(0)
-		geoLatitude := float64(0)
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION) {
-			geoLocationItems := strings.Split(dataRow.GetData(TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), c.geoLocationSeparator)
-
-			if len(geoLocationItems) == 2 {
-				geoLongitude, err = utils.StringToFloat64(geoLocationItems[0])
-
-				if err != nil {
-					log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse geographic location \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), dataRowIndex, user.Uid, err.Error())
-					return nil, nil, nil, nil, nil, nil, errs.ErrGeographicLocationInvalid
-				}
-
-				geoLatitude, err = utils.StringToFloat64(geoLocationItems[1])
-
-				if err != nil {
-					log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] cannot parse geographic location \"%s\" in data row \"index:%d\" for user \"uid:%d\", because %s", dataRow.GetData(TRANSACTION_DATA_TABLE_GEOGRAPHIC_LOCATION), dataRowIndex, user.Uid, err.Error())
-					return nil, nil, nil, nil, nil, nil, errs.ErrGeographicLocationInvalid
-				}
-			}
-		}
-
-		var tagIds []string
-		var tagNames []string
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_TAGS) {
-			tagNameItems := strings.Split(dataRow.GetData(TRANSACTION_DATA_TABLE_TAGS), c.transactionTagSeparator)
-
-			for i := 0; i < len(tagNameItems); i++ {
-				tagName := tagNameItems[i]
-
-				if tagName == "" {
-					continue
-				}
-
-				tag, exists := tagMap[tagName]
-
-				if !exists {
-					tag = c.createNewTransactionTagModel(user.Uid, tagName)
-					allNewTags = append(allNewTags, tag)
-					tagMap[tagName] = tag
-				}
-
-				if tag != nil {
-					tagIds = append(tagIds, utils.Int64ToString(tag.TagId))
-				}
-
-				tagNames = append(tagNames, tagName)
-			}
-		}
-
-		description := ""
-
-		if dataTable.HasColumn(TRANSACTION_DATA_TABLE_DESCRIPTION) {
-			description = dataRow.GetData(TRANSACTION_DATA_TABLE_DESCRIPTION)
-		}
-
-		transaction := &models.ImportTransaction{
-			Transaction: &models.Transaction{
-				Uid:                  user.Uid,
-				Type:                 transactionDbType,
-				CategoryId:           categoryId,
-				TransactionTime:      utils.GetMinTransactionTimeFromUnixTime(transactionTime.Unix()),
-				TimezoneUtcOffset:    timezoneOffset,
-				AccountId:            account.AccountId,
-				Amount:               amount,
-				HideAmount:           false,
-				RelatedAccountId:     relatedAccountId,
-				RelatedAccountAmount: relatedAccountAmount,
-				Comment:              description,
-				GeoLongitude:         geoLongitude,
-				GeoLatitude:          geoLatitude,
-				CreatedIp:            "127.0.0.1",
-			},
-			TagIds:                             tagIds,
-			OriginalCategoryName:               subCategoryName,
-			OriginalSourceAccountName:          accountName,
-			OriginalSourceAccountCurrency:      accountCurrency,
-			OriginalDestinationAccountName:     account2Name,
-			OriginalDestinationAccountCurrency: account2Currency,
-			OriginalTagNames:                   tagNames,
-		}
-
-		allNewTransactions = append(allNewTransactions, transaction)
-	}
-
-	if len(allNewTransactions) < 1 {
-		log.Errorf(ctx, "[data_table_transaction_data_converter.parseImportedData] no transaction data parsed for \"uid:%d\"", user.Uid)
-		return nil, nil, nil, nil, nil, nil, errs.ErrNotFoundTransactionDataInFile
-	}
-
-	sort.Sort(allNewTransactions)
-
-	return allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, allNewSubTransferCategories, allNewTags, nil
-}
-
-func (c *DataTableTransactionDataImporter) buildTransactionTypeNameDbTypeMap() (map[string]models.TransactionDbType, error) {
-	if c.transactionTypeMapping == nil {
-		return nil, errs.ErrTransactionTypeInvalid
-	}
-
-	nameDbTypeMap := make(map[string]models.TransactionDbType, len(c.transactionTypeMapping))
-	nameDbTypeMap[c.transactionTypeMapping[models.TRANSACTION_TYPE_MODIFY_BALANCE]] = models.TRANSACTION_DB_TYPE_MODIFY_BALANCE
-	nameDbTypeMap[c.transactionTypeMapping[models.TRANSACTION_TYPE_INCOME]] = models.TRANSACTION_DB_TYPE_INCOME
-	nameDbTypeMap[c.transactionTypeMapping[models.TRANSACTION_TYPE_EXPENSE]] = models.TRANSACTION_DB_TYPE_EXPENSE
-	nameDbTypeMap[c.transactionTypeMapping[models.TRANSACTION_TYPE_TRANSFER]] = models.TRANSACTION_DB_TYPE_TRANSFER_OUT
-
-	return nameDbTypeMap, nil
-}
-
-func (c *DataTableTransactionDataImporter) getTransactionDbType(nameDbTypeMap map[string]models.TransactionDbType, transactionTypeName string) (models.TransactionDbType, error) {
-	transactionType, exists := nameDbTypeMap[transactionTypeName]
-
-	if !exists {
-		return 0, errs.ErrTransactionTypeInvalid
-	}
-
-	return transactionType, nil
-}
-
-func (c *DataTableTransactionDataImporter) getTransactionCategoryType(transactionType models.TransactionDbType) (models.TransactionCategoryType, error) {
-	if transactionType == models.TRANSACTION_DB_TYPE_INCOME {
-		return models.CATEGORY_TYPE_INCOME, nil
-	} else if transactionType == models.TRANSACTION_DB_TYPE_EXPENSE {
-		return models.CATEGORY_TYPE_EXPENSE, nil
-	} else if transactionType == models.TRANSACTION_DB_TYPE_TRANSFER_OUT {
-		return models.CATEGORY_TYPE_TRANSFER, nil
-	} else {
-		return 0, errs.ErrTransactionTypeInvalid
-	}
-}
-
-func (c *DataTableTransactionDataImporter) createNewAccountModel(uid int64, accountName string, currency string) *models.Account {
-	return &models.Account{
-		Uid:      uid,
-		Name:     accountName,
-		Currency: currency,
-	}
-}
-
-func (c *DataTableTransactionDataImporter) createNewTransactionCategoryModel(uid int64, categoryName string, transactionCategoryType models.TransactionCategoryType) *models.TransactionCategory {
-	return &models.TransactionCategory{
-		Uid:  uid,
-		Name: categoryName,
-		Type: transactionCategoryType,
-	}
-}
-
-func (c *DataTableTransactionDataImporter) createNewTransactionTagModel(uid int64, tagName string) *models.TransactionTag {
-	return &models.TransactionTag{
-		Uid:  uid,
-		Name: tagName,
-	}
-}

pkg/converters/default/default_transaction_data_plain_text_converter.go

@@ -1,6 +1,7 @@
 package _default
 
 import (
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
@@ -66,7 +67,7 @@ func (c *defaultTransactionDataPlainTextConverter) ToExportedContent(ctx core.Co
 		ezbookkeepingLineSeparator,
 	)
 
-	dataTableExporter := datatable.CreateNewExporter(
+	dataTableExporter := converter.CreateNewExporter(
 		ezbookkeepingTransactionTypeNameMapping,
 		ezbookkeepingGeoLocationSeparator,
 		ezbookkeepingTagSeparator,
@@ -82,7 +83,7 @@ func (c *defaultTransactionDataPlainTextConverter) ToExportedContent(ctx core.Co
 }
 
 // ParseImportedData returns the imported data by parsing the transaction plain text data
-func (c *defaultTransactionDataPlainTextConverter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *defaultTransactionDataPlainTextConverter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	dataTable, err := createNewDefaultPlainTextDataTable(
 		string(data),
 		c.columnSeparator,
@@ -95,7 +96,7 @@ func (c *defaultTransactionDataPlainTextConverter) ParseImportedData(ctx core.Co
 
 	transactionDataTable := datatable.CreateNewImportedTransactionDataTable(dataTable, ezbookkeepingDataColumnNameMapping)
 
-	dataTableImporter := datatable.CreateNewImporter(
+	dataTableImporter := converter.CreateNewImporterWithTypeNameMapping(
 		ezbookkeepingTransactionTypeNameMapping,
 		ezbookkeepingGeoLocationSeparator,
 		ezbookkeepingTagSeparator,

pkg/converters/dsv/custom_transaction_data_dsv_file_importer.go

@@ -0,0 +1,231 @@
+package dsv
+
+import (
+	"bytes"
+	"encoding/csv"
+	"io"
+	"strings"
+
+	"golang.org/x/text/encoding"
+	"golang.org/x/text/encoding/charmap"
+	"golang.org/x/text/encoding/japanese"
+	"golang.org/x/text/encoding/korean"
+	"golang.org/x/text/encoding/simplifiedchinese"
+	"golang.org/x/text/encoding/traditionalchinese"
+	"golang.org/x/text/encoding/unicode"
+	"golang.org/x/text/transform"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
+	csvconverter "github.com/mayswind/ezbookkeeping/pkg/converters/csv"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+var supportedFileTypeSeparators = map[string]rune{
+	"custom_csv": ',',
+	"custom_tsv": '\t',
+}
+
+var supportedFileEncodings = map[string]encoding.Encoding{
+	"utf-8":        unicode.UTF8,                                           // UTF-8
+	"utf-8-bom":    unicode.UTF8BOM,                                        // UTF-8 with BOM
+	"utf-16le":     unicode.UTF16(unicode.LittleEndian, unicode.IgnoreBOM), // UTF-16 Little Endian
+	"utf-16be":     unicode.UTF16(unicode.BigEndian, unicode.IgnoreBOM),    // UTF-16 Big Endian
+	"cp437":        charmap.CodePage437,                                    // OEM United States (CP-437)
+	"cp863":        charmap.CodePage863,                                    // OEM Canadian French (CP-863)
+	"cp037":        charmap.CodePage037,                                    // IBM EBCDIC US/Canada (CP-037)
+	"cp1047":       charmap.CodePage1047,                                   // IBM EBCDIC Open Systems (CP-1047)
+	"cp1140":       charmap.CodePage1140,                                   // IBM EBCDIC US/Canada with Euro (CP-1140)
+	"iso-8859-1":   charmap.ISO8859_1,                                      // Western European (ISO-8859-1)
+	"cp850":        charmap.CodePage850,                                    // Western European (CP-850)
+	"cp858":        charmap.CodePage858,                                    // Western European with Euro (CP-858)
+	"windows-1252": charmap.Windows1252,                                    // Western European (Windows-1252)
+	"iso-8859-15":  charmap.ISO8859_15,                                     // Western European (ISO-8859-15)
+	"iso-8859-4":   charmap.ISO8859_4,                                      // North European (ISO-8859-4)
+	"iso-8859-10":  charmap.ISO8859_10,                                     // North European (ISO-8859-10)
+	"cp865":        charmap.CodePage865,                                    // North European (CP-865)
+	"iso-8859-2":   charmap.ISO8859_2,                                      // Central European (ISO-8859-2)
+	"cp852":        charmap.CodePage852,                                    // Central European (CP-852)
+	"windows-1250": charmap.Windows1250,                                    // Central European (Windows-1250)
+	"iso-8859-14":  charmap.ISO8859_14,                                     // Celtic (ISO-8859-14)
+	"iso-8859-3":   charmap.ISO8859_3,                                      // South European (ISO-8859-3)
+	"cp860":        charmap.CodePage860,                                    // Portuguese (CP-860)
+	"iso-8859-7":   charmap.ISO8859_7,                                      // Greek (ISO-8859-7)
+	"windows-1253": charmap.Windows1253,                                    // Greek (Windows-1253)
+	"iso-8859-9":   charmap.ISO8859_9,                                      // Turkish (ISO-8859-9)
+	"windows-1254": charmap.Windows1254,                                    // Turkish (Windows-1254)
+	"iso-8859-13":  charmap.ISO8859_13,                                     // Baltic (ISO-8859-13)
+	"windows-1257": charmap.Windows1257,                                    // Baltic (Windows-1257)
+	"iso-8859-16":  charmap.ISO8859_16,                                     // South-Eastern European (ISO-8859-16)
+	"iso-8859-5":   charmap.ISO8859_5,                                      // Cyrillic (ISO-8859-5)
+	"cp855":        charmap.CodePage855,                                    // Cyrillic (CP-855)
+	"cp866":        charmap.CodePage866,                                    // Cyrillic (CP-866)
+	"windows-1251": charmap.Windows1251,                                    // Cyrillic (Windows-1251)
+	"koi8r":        charmap.KOI8R,                                          // Cyrillic (KOI8-R)
+	"koi8u":        charmap.KOI8U,                                          // Cyrillic (KOI8-U)
+	"iso-8859-6":   charmap.ISO8859_6,                                      // Arabic (ISO-8859-6)
+	"windows-1256": charmap.Windows1256,                                    // Arabic (Windows-1256)
+	"iso-8859-8":   charmap.ISO8859_8,                                      // Hebrew (ISO-8859-8)
+	"cp862":        charmap.CodePage862,                                    // Hebrew (CP-862)
+	"windows-1255": charmap.Windows1255,                                    // Hebrew (Windows-1255)
+	"windows-874":  charmap.Windows874,                                     // Thai (Windows-874)
+	"windows-1258": charmap.Windows1258,                                    // Vietnamese (Windows-1258)
+	"gb18030":      simplifiedchinese.GB18030,                              // Chinese (Simplified, GB18030)
+	"gbk":          simplifiedchinese.GBK,                                  // Chinese (Simplified, GBK)
+	"big5":         traditionalchinese.Big5,                                // Chinese (Traditional, Big5)
+	"euc-kr":       korean.EUCKR,                                           // Korean (EUC-KR)
+	"euc-jp":       japanese.EUCJP,                                         // Japanese (EUC-JP)
+	"iso-2022-jp":  japanese.ISO2022JP,                                     // Japanese (ISO-2022-JP)
+	"shift_jis":    japanese.ShiftJIS,                                      // Japanese (Shift JIS)
+}
+
+var customTransactionTypeNameMapping = map[models.TransactionType]string{
+	models.TRANSACTION_TYPE_MODIFY_BALANCE: utils.IntToString(int(models.TRANSACTION_TYPE_MODIFY_BALANCE)),
+	models.TRANSACTION_TYPE_INCOME:         utils.IntToString(int(models.TRANSACTION_TYPE_INCOME)),
+	models.TRANSACTION_TYPE_EXPENSE:        utils.IntToString(int(models.TRANSACTION_TYPE_EXPENSE)),
+	models.TRANSACTION_TYPE_TRANSFER:       utils.IntToString(int(models.TRANSACTION_TYPE_TRANSFER)),
+}
+
+type CustomTransactionDataDsvFileParser interface {
+	ParseDsvFileLines(ctx core.Context, data []byte) ([][]string, error)
+}
+
+// customTransactionDataDsvFileImporter defines the structure of custom dsv importer for transaction data
+type customTransactionDataDsvFileImporter struct {
+	fileEncoding               encoding.Encoding
+	separator                  rune
+	columnIndexMapping         map[datatable.TransactionDataTableColumn]int
+	transactionTypeNameMapping map[string]models.TransactionType
+	hasHeaderLine              bool
+	timeFormat                 string
+	timezoneFormat             string
+	amountDecimalSeparator     string
+	amountDigitGroupingSymbol  string
+	geoLocationSeparator       string
+	transactionTagSeparator    string
+}
+
+// ParseDsvFileLines returns the parsed file lines for specified the dsv file data
+func (c *customTransactionDataDsvFileImporter) ParseDsvFileLines(ctx core.Context, data []byte) ([][]string, error) {
+	reader := transform.NewReader(bytes.NewReader(data), c.fileEncoding.NewDecoder())
+	csvReader := csv.NewReader(reader)
+	csvReader.Comma = c.separator
+	csvReader.FieldsPerRecord = -1
+
+	allLines := make([][]string, 0)
+
+	for {
+		items, err := csvReader.Read()
+
+		if err == io.EOF {
+			break
+		}
+
+		if err != nil {
+			log.Errorf(ctx, "[custom_transaction_data_dsv_file_importer.ParseDsvFileLines] cannot parse dsv data, because %s", err.Error())
+			return nil, errs.ErrInvalidCSVFile
+		}
+
+		if len(items) == 1 && items[0] == "" {
+			continue
+		}
+
+		for index := range items {
+			items[index] = strings.Trim(items[index], " ")
+		}
+
+		allLines = append(allLines, items)
+	}
+
+	return allLines, nil
+}
+
+// ParseImportedData returns the imported data by parsing the custom transaction dsv data
+func (c *customTransactionDataDsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+	allLines, err := c.ParseDsvFileLines(ctx, data)
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	if !c.hasHeaderLine {
+		allLines = append([][]string{{}}, allLines...)
+	}
+
+	dataTable := csvconverter.CreateNewCustomCsvImportedDataTable(allLines)
+	transactionDataTable := CreateNewCustomPlainTextDataTable(dataTable, c.columnIndexMapping, c.transactionTypeNameMapping, c.timeFormat, c.timezoneFormat, c.amountDecimalSeparator, c.amountDigitGroupingSymbol)
+	dataTableImporter := converter.CreateNewImporterWithTypeNameMapping(customTransactionTypeNameMapping, c.geoLocationSeparator, c.transactionTagSeparator)
+
+	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
+}
+
+// IsDelimiterSeparatedValuesFileType returns whether the file type is the delimiter-separated values file type
+func IsDelimiterSeparatedValuesFileType(fileType string) bool {
+	_, exists := supportedFileTypeSeparators[fileType]
+	return exists
+}
+
+// CreateNewCustomTransactionDataDsvFileParser returns a new custom dsv parser for transaction data
+func CreateNewCustomTransactionDataDsvFileParser(fileType string, fileEncoding string) (CustomTransactionDataDsvFileParser, error) {
+	separator, exists := supportedFileTypeSeparators[fileType]
+
+	if !exists {
+		return nil, errs.ErrImportFileTypeNotSupported
+	}
+
+	enc, exists := supportedFileEncodings[fileEncoding]
+
+	if !exists {
+		return nil, errs.ErrImportFileEncodingNotSupported
+	}
+
+	return &customTransactionDataDsvFileImporter{
+		fileEncoding: enc,
+		separator:    separator,
+	}, nil
+}
+
+// CreateNewCustomTransactionDataDsvFileImporter returns a new custom dsv importer for transaction data
+func CreateNewCustomTransactionDataDsvFileImporter(fileType string, fileEncoding string, columnIndexMapping map[datatable.TransactionDataTableColumn]int, transactionTypeNameMapping map[string]models.TransactionType, hasHeaderLine bool, timeFormat string, timezoneFormat string, amountDecimalSeparator string, amountDigitGroupingSymbol string, geoLocationSeparator string, transactionTagSeparator string) (converter.TransactionDataImporter, error) {
+	separator, exists := supportedFileTypeSeparators[fileType]
+
+	if !exists {
+		return nil, errs.ErrImportFileTypeNotSupported
+	}
+
+	enc, exists := supportedFileEncodings[fileEncoding]
+
+	if !exists {
+		return nil, errs.ErrImportFileEncodingNotSupported
+	}
+
+	if _, exists = columnIndexMapping[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME]; !exists {
+		return nil, errs.ErrMissingRequiredFieldInHeaderRow
+	}
+
+	if _, exists = columnIndexMapping[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE]; !exists {
+		return nil, errs.ErrMissingRequiredFieldInHeaderRow
+	}
+
+	if _, exists = columnIndexMapping[datatable.TRANSACTION_DATA_TABLE_AMOUNT]; !exists {
+		return nil, errs.ErrMissingRequiredFieldInHeaderRow
+	}
+
+	return &customTransactionDataDsvFileImporter{
+		fileEncoding:               enc,
+		separator:                  separator,
+		columnIndexMapping:         columnIndexMapping,
+		transactionTypeNameMapping: transactionTypeNameMapping,
+		hasHeaderLine:              hasHeaderLine,
+		timeFormat:                 timeFormat,
+		timezoneFormat:             timezoneFormat,
+		amountDecimalSeparator:     amountDecimalSeparator,
+		amountDigitGroupingSymbol:  amountDigitGroupingSymbol,
+		geoLocationSeparator:       geoLocationSeparator,
+		transactionTagSeparator:    transactionTagSeparator,
+	}, nil
+}

pkg/converters/dsv/custom_transaction_plain_text_data_table.go

@@ -0,0 +1,300 @@
+package dsv
+
+import (
+	"strings"
+	"time"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/log"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+// customPlainTextDataTable defines the structure of custom plain text transaction data table
+type customPlainTextDataTable struct {
+	innerDataTable             datatable.ImportedDataTable
+	columnIndexMapping         map[datatable.TransactionDataTableColumn]int
+	transactionTypeNameMapping map[string]models.TransactionType
+	timeFormat                 string
+	timezoneFormat             string
+	timeFormatIncludeTimezone  bool
+	amountDecimalSeparator     string
+	amountDigitGroupingSymbol  string
+}
+
+// customPlainTextDataRow defines the structure of custom plain text transaction data row
+type customPlainTextDataRow struct {
+	transactionDataTable *customPlainTextDataTable
+	rowData              map[datatable.TransactionDataTableColumn]string
+	isValid              bool
+}
+
+// customPlainTextDataRowIterator defines the structure of custom plain text transaction data row iterator
+type customPlainTextDataRowIterator struct {
+	transactionDataTable *customPlainTextDataTable
+	innerIterator        datatable.ImportedDataRowIterator
+}
+
+// HasColumn returns whether the data table has specified column
+func (t *customPlainTextDataTable) HasColumn(column datatable.TransactionDataTableColumn) bool {
+	// custom dsv file allows no sub category, account name and related account name column mapping, but data table converter needs these columns
+	if column == datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY ||
+		column == datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME ||
+		column == datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME {
+		return true
+	}
+
+	// timezone column will be added when original time format contains timezone
+	if t.timeFormatIncludeTimezone && column == datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE {
+		return true
+	}
+
+	_, exists := t.columnIndexMapping[column]
+	return exists
+}
+
+// TransactionRowCount returns the total count of transaction data row
+func (t *customPlainTextDataTable) TransactionRowCount() int {
+	return t.innerDataTable.DataRowCount()
+}
+
+// TransactionRowIterator returns the iterator of transaction data row
+func (t *customPlainTextDataTable) TransactionRowIterator() datatable.TransactionDataRowIterator {
+	return &customPlainTextDataRowIterator{
+		transactionDataTable: t,
+		innerIterator:        t.innerDataTable.DataRowIterator(),
+	}
+}
+
+// IsValid returns whether this row is valid data for importing
+func (r *customPlainTextDataRow) IsValid() bool {
+	return r.isValid
+}
+
+// GetData returns the data in the specified column type
+func (r *customPlainTextDataRow) GetData(column datatable.TransactionDataTableColumn) string {
+	return r.rowData[column]
+}
+
+// HasNext returns whether the iterator does not reach the end
+func (t *customPlainTextDataRowIterator) HasNext() bool {
+	return t.innerIterator.HasNext()
+}
+
+// Next returns the next transaction data row
+func (t *customPlainTextDataRowIterator) Next(ctx core.Context, user *models.User) (daraRow datatable.TransactionDataRow, err error) {
+	importedRow := t.innerIterator.Next()
+
+	if importedRow == nil {
+		return nil, nil
+	}
+
+	rowData, isValid, err := t.parseTransaction(ctx, user, importedRow)
+
+	if err != nil {
+		log.Errorf(ctx, "[custom_transaction_plain_text_data_table.Next] cannot parsing transaction in row \"%s\", because %s", t.innerIterator.CurrentRowId(), err.Error())
+		return nil, err
+	}
+
+	return &customPlainTextDataRow{
+		transactionDataTable: t.transactionDataTable,
+		rowData:              rowData,
+		isValid:              isValid,
+	}, nil
+}
+
+func (t *customPlainTextDataRowIterator) parseTransaction(ctx core.Context, user *models.User, row datatable.ImportedDataRow) (map[datatable.TransactionDataTableColumn]string, bool, error) {
+	rowData := make(map[datatable.TransactionDataTableColumn]string, len(t.transactionDataTable.columnIndexMapping))
+
+	for column, columnIndex := range t.transactionDataTable.columnIndexMapping {
+		if columnIndex < 0 || columnIndex >= row.ColumnCount() {
+			continue
+		}
+
+		value := row.GetData(columnIndex)
+		rowData[column] = value
+	}
+
+	// parse transaction type
+	if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] != "" {
+		transactionType, exists := t.transactionDataTable.transactionTypeNameMapping[rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE]]
+
+		if !exists {
+			log.Warnf(ctx, "[custom_transaction_plain_text_data_table.parseTransaction] skip parsing this transaction, because transaction type \"%s\" mapping not defined", rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE])
+			return nil, false, nil
+		}
+
+		mappedTransactionType, exists := customTransactionTypeNameMapping[transactionType]
+
+		if !exists {
+			log.Errorf(ctx, "[custom_transaction_plain_text_data_table.parseTransaction] cannot parsing transaction type \"%s\", because type \"%d\" is invalid", rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE], transactionType)
+			return nil, false, errs.ErrTransactionTypeInvalid
+		}
+
+		rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = mappedTransactionType
+	}
+
+	// parse date time
+	if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME] != "" {
+		dateTime, err := time.Parse(t.transactionDataTable.timeFormat, rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME])
+
+		if err != nil {
+			return nil, false, errs.ErrTransactionTimeInvalid
+		}
+
+		rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME] = utils.FormatUnixTimeToLongDateTime(dateTime.Unix(), dateTime.Location())
+
+		if t.transactionDataTable.timeFormatIncludeTimezone {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE] = utils.FormatTimezoneOffset(dateTime.Location())
+		}
+	}
+
+	// parse timezone
+	if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE] != "" {
+		if t.transactionDataTable.timezoneFormat == "Z" || t.transactionDataTable.timezoneFormat == "" { // -HH:mm
+			// Do Nothing
+		} else if t.transactionDataTable.timezoneFormat == "ZZ" { // -HHmm
+			timezone := rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE]
+
+			if len(timezone) != 5 {
+				return nil, false, errs.ErrTransactionTimeZoneInvalid
+			}
+
+			timezone = timezone[:3] + ":" + timezone[3:]
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIMEZONE] = timezone
+		} else {
+			return nil, false, errs.ErrImportFileTransactionTimezoneFormatInvalid
+		}
+	}
+
+	// use primary category if sub category is empty
+	if rowData[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] == "" && rowData[datatable.TRANSACTION_DATA_TABLE_CATEGORY] != "" {
+		rowData[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = rowData[datatable.TRANSACTION_DATA_TABLE_CATEGORY]
+	}
+
+	// trim trailing zero in decimal
+	if rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] != "" {
+		amount, err := t.parseAmount(ctx, rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT])
+
+		if err != nil {
+			log.Errorf(ctx, "[custom_transaction_plain_text_data_table.parseTransaction] cannot parsing transaction amount \"%s\", because %s", rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT], err.Error())
+			return nil, false, err
+		}
+
+		rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = amount
+	}
+
+	if rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] != "" {
+		amount, err := t.parseAmount(ctx, rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT])
+
+		if err != nil {
+			log.Errorf(ctx, "[custom_transaction_plain_text_data_table.parseTransaction] cannot parsing transaction related amount \"%s\", because %s", rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT], err.Error())
+			return nil, false, err
+		}
+
+		rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = amount
+	}
+
+	if _, exists := rowData[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY]; !exists {
+		rowData[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = ""
+	}
+
+	if _, exists := rowData[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME]; !exists {
+		rowData[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = ""
+	}
+
+	if _, exists := rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME]; !exists {
+		rowData[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = ""
+	}
+
+	return rowData, true, nil
+}
+
+func (t *customPlainTextDataRowIterator) parseAmount(ctx core.Context, amountValue string) (string, error) {
+	if t.transactionDataTable.amountDigitGroupingSymbol != "" {
+		amountValue = strings.ReplaceAll(amountValue, t.transactionDataTable.amountDigitGroupingSymbol, "")
+	}
+
+	if t.transactionDataTable.amountDecimalSeparator != "" && t.transactionDataTable.amountDecimalSeparator != "." {
+		if strings.Contains(amountValue, ".") {
+			return "", errs.ErrAmountInvalid
+		}
+
+		amountValue = strings.ReplaceAll(amountValue, t.transactionDataTable.amountDecimalSeparator, ".")
+	}
+
+	amountValue = utils.TrimTrailingZerosInDecimal(amountValue)
+	amount, err := utils.ParseAmount(amountValue)
+
+	if err != nil {
+		return "", errs.ErrAmountInvalid
+	}
+
+	return utils.FormatAmount(amount), nil
+}
+
+// CreateNewCustomPlainTextDataTable returns transaction data table from imported data table
+func CreateNewCustomPlainTextDataTable(dataTable datatable.ImportedDataTable, columnIndexMapping map[datatable.TransactionDataTableColumn]int, transactionTypeNameMapping map[string]models.TransactionType, timeFormat string, timezoneFormat string, amountDecimalSeparator string, amountDigitGroupingSymbol string) *customPlainTextDataTable {
+	timeFormatIncludeTimezone := strings.Contains(timeFormat, "z") || strings.Contains(timeFormat, "Z")
+
+	return &customPlainTextDataTable{
+		innerDataTable:             dataTable,
+		columnIndexMapping:         columnIndexMapping,
+		transactionTypeNameMapping: transactionTypeNameMapping,
+		timeFormat:                 getDateTimeFormat(timeFormat),
+		timezoneFormat:             timezoneFormat,
+		timeFormatIncludeTimezone:  timeFormatIncludeTimezone,
+		amountDecimalSeparator:     amountDecimalSeparator,
+		amountDigitGroupingSymbol:  amountDigitGroupingSymbol,
+	}
+}
+
+func getDateTimeFormat(format string) string {
+	// convert moment.js format to Go format
+
+	format = strings.ReplaceAll(format, "YYYY", "2006")
+	format = strings.ReplaceAll(format, "YY", "06")
+
+	format = strings.ReplaceAll(format, "MMMM", "January")
+	format = strings.ReplaceAll(format, "MMM", "Jan")
+	format = strings.ReplaceAll(format, "MM", "01")
+	format = strings.ReplaceAll(format, "M", "1")
+
+	format = strings.ReplaceAll(format, "DD", "02")
+	format = strings.ReplaceAll(format, "D", "2")
+
+	format = strings.ReplaceAll(format, "dddd", "Monday")
+	format = strings.ReplaceAll(format, "ddd", "Mon")
+
+	format = strings.ReplaceAll(format, "HH", "15")
+	format = strings.ReplaceAll(format, "H", "15")
+
+	format = strings.ReplaceAll(format, "hh", "03")
+	format = strings.ReplaceAll(format, "h", "3")
+
+	format = strings.ReplaceAll(format, "mm", "04")
+	format = strings.ReplaceAll(format, "m", "4")
+
+	format = strings.ReplaceAll(format, "ss", "05")
+	format = strings.ReplaceAll(format, "s", "5")
+
+	for i := 9; i >= 1; i-- {
+		format = strings.ReplaceAll(format, "."+strings.Repeat("S", i), "."+strings.Repeat("9", i))
+	}
+
+	format = strings.ReplaceAll(format, "A", "PM")
+	format = strings.ReplaceAll(format, "a", "pm")
+
+	format = strings.ReplaceAll(format, "zz", "MST")
+	format = strings.ReplaceAll(format, "z", "MST")
+
+	if strings.Contains(format, "ZZ") {
+		format = strings.ReplaceAll(format, "ZZ", "Z0700")
+	} else if strings.Contains(format, "Z") {
+		format = strings.ReplaceAll(format, "Z", "Z07:00")
+	}
+
+	return format
+}

pkg/converters/excel/excel_mscfb_file_imported_data_table.go

@@ -10,27 +10,27 @@ import (
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
 )
 
-// ExcelFileImportedDataTable defines the structure of excel file data table
-type ExcelFileImportedDataTable struct {
+// ExcelMSCFBFileImportedDataTable defines the structure of excel (microsoft compound file binary) file data table
+type ExcelMSCFBFileImportedDataTable struct {
 	workbook              *xls.WorkBook
 	headerLineColumnNames []string
 }
 
-// ExcelFileDataRow defines the structure of excel file data table row
-type ExcelFileDataRow struct {
+// ExcelMSCFBFileDataRow defines the structure of excel (microsoft compound file binary) file data table row
+type ExcelMSCFBFileDataRow struct {
 	sheet    *xls.WorkSheet
 	rowIndex int
 }
 
-// ExcelFileDataRowIterator defines the structure of excel file data table row iterator
-type ExcelFileDataRowIterator struct {
-	dataTable              *ExcelFileImportedDataTable
+// ExcelMSCFBFileDataRowIterator defines the structure of excel (microsoft compound file binary) file data table row iterator
+type ExcelMSCFBFileDataRowIterator struct {
+	dataTable              *ExcelMSCFBFileImportedDataTable
 	currentSheetIndex      int
 	currentRowIndexInSheet uint16
 }
 
 // DataRowCount returns the total count of data row
-func (t *ExcelFileImportedDataTable) DataRowCount() int {
+func (t *ExcelMSCFBFileImportedDataTable) DataRowCount() int {
 	totalDataRowCount := 0
 
 	for i := 0; i < t.workbook.NumSheets(); i++ {
@@ -47,13 +47,13 @@ func (t *ExcelFileImportedDataTable) DataRowCount() int {
 }
 
 // HeaderColumnNames returns the header column name list
-func (t *ExcelFileImportedDataTable) HeaderColumnNames() []string {
+func (t *ExcelMSCFBFileImportedDataTable) HeaderColumnNames() []string {
 	return t.headerLineColumnNames
 }
 
 // DataRowIterator returns the iterator of data row
-func (t *ExcelFileImportedDataTable) DataRowIterator() datatable.ImportedDataRowIterator {
-	return &ExcelFileDataRowIterator{
+func (t *ExcelMSCFBFileImportedDataTable) DataRowIterator() datatable.ImportedDataRowIterator {
+	return &ExcelMSCFBFileDataRowIterator{
 		dataTable:              t,
 		currentSheetIndex:      0,
 		currentRowIndexInSheet: 0,
@@ -61,19 +61,19 @@ func (t *ExcelFileImportedDataTable) DataRowIterator() datatable.ImportedDataRow
 }
 
 // ColumnCount returns the total count of column in this data row
-func (r *ExcelFileDataRow) ColumnCount() int {
+func (r *ExcelMSCFBFileDataRow) ColumnCount() int {
 	row := r.sheet.Row(r.rowIndex)
 	return row.LastCol() + 1
 }
 
 // GetData returns the data in the specified column index
-func (r *ExcelFileDataRow) GetData(columnIndex int) string {
+func (r *ExcelMSCFBFileDataRow) GetData(columnIndex int) string {
 	row := r.sheet.Row(r.rowIndex)
 	return row.Col(columnIndex)
 }
 
 // HasNext returns whether the iterator does not reach the end
-func (t *ExcelFileDataRowIterator) HasNext() bool {
+func (t *ExcelMSCFBFileDataRowIterator) HasNext() bool {
 	workbook := t.dataTable.workbook
 
 	if t.currentSheetIndex >= workbook.NumSheets() {
@@ -100,12 +100,12 @@ func (t *ExcelFileDataRowIterator) HasNext() bool {
 }
 
 // CurrentRowId returns current index
-func (t *ExcelFileDataRowIterator) CurrentRowId() string {
+func (t *ExcelMSCFBFileDataRowIterator) CurrentRowId() string {
 	return fmt.Sprintf("table#%d-row#%d", t.currentSheetIndex, t.currentRowIndexInSheet)
 }
 
 // Next returns the next imported data row
-func (t *ExcelFileDataRowIterator) Next() datatable.ImportedDataRow {
+func (t *ExcelMSCFBFileDataRowIterator) Next() datatable.ImportedDataRow {
 	workbook := t.dataTable.workbook
 	currentRowIndexInTable := t.currentRowIndexInSheet
 
@@ -133,14 +133,14 @@ func (t *ExcelFileDataRowIterator) Next() datatable.ImportedDataRow {
 		return nil
 	}
 
-	return &ExcelFileDataRow{
+	return &ExcelMSCFBFileDataRow{
 		sheet:    currentSheet,
 		rowIndex: int(t.currentRowIndexInSheet),
 	}
 }
 
-// CreateNewExcelFileImportedDataTable returns excel xls data table by file binary data
-func CreateNewExcelFileImportedDataTable(data []byte) (*ExcelFileImportedDataTable, error) {
+// CreateNewExcelMSCFBFileImportedDataTable returns excel (microsoft compound file binary) data table by file binary data
+func CreateNewExcelMSCFBFileImportedDataTable(data []byte) (*ExcelMSCFBFileImportedDataTable, error) {
 	reader := bytes.NewReader(data)
 	workbook, err := xls.OpenReader(reader, "")
 
@@ -184,7 +184,7 @@ func CreateNewExcelFileImportedDataTable(data []byte) (*ExcelFileImportedDataTab
 		}
 	}
 
-	return &ExcelFileImportedDataTable{
+	return &ExcelMSCFBFileImportedDataTable{
 		workbook:              workbook,
 		headerLineColumnNames: headerRowItems,
 	}, nil

pkg/converters/excel/excel_mscfb_file_imported_data_table_test.go

@@ -9,63 +9,63 @@ import (
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
 )
 
-func TestExcelFileImportedDataTableDataRowCount(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableDataRowCount(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.Nil(t, err)
 	assert.Equal(t, 2, datatable.DataRowCount())
 }
 
-func TestExcelFileImportedDataTableDataRowCount_MultipleSheets(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableDataRowCount_MultipleSheets(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.Nil(t, err)
 	assert.Equal(t, 5, datatable.DataRowCount())
 }
 
-func TestExcelFileImportedDataTableDataRowCount_OnlyHeaderLine(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableDataRowCount_OnlyHeaderLine(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/only_one_row_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.Nil(t, err)
 	assert.Equal(t, 0, datatable.DataRowCount())
 }
 
-func TestExcelFileImportedDataTableDataRowCount_EmptyContent(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableDataRowCount_EmptyContent(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.Nil(t, err)
 	assert.Equal(t, 0, datatable.DataRowCount())
 }
 
-func TestExcelFileImportedDataTableHeaderColumnNames(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableHeaderColumnNames(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.EqualValues(t, []string{"A1", "B1", "C1"}, datatable.HeaderColumnNames())
 }
 
-func TestExcelFileImportedDataTableHeaderColumnNames_EmptyContent(t *testing.T) {
+func TestExcelMSCFBFileImportedDataTableHeaderColumnNames_EmptyContent(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.Nil(t, datatable.HeaderColumnNames())
 }
 
-func TestExcelFileDataRowIterator(t *testing.T) {
+func TestExcelMSCFBFileDataRowIterator(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 	assert.True(t, iterator.HasNext())
 
@@ -86,11 +86,11 @@ func TestExcelFileDataRowIterator(t *testing.T) {
 	assert.False(t, iterator.HasNext())
 }
 
-func TestExcelFileDataRowIterator_MultipleSheets(t *testing.T) {
+func TestExcelMSCFBFileDataRowIterator_MultipleSheets(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 	assert.True(t, iterator.HasNext())
 
@@ -123,11 +123,11 @@ func TestExcelFileDataRowIterator_MultipleSheets(t *testing.T) {
 	assert.False(t, iterator.HasNext())
 }
 
-func TestExcelFileDataRowIterator_OnlyHeaderLine(t *testing.T) {
+func TestExcelMSCFBFileDataRowIterator_OnlyHeaderLine(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/only_one_row_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 	assert.False(t, iterator.HasNext())
 
@@ -140,11 +140,11 @@ func TestExcelFileDataRowIterator_OnlyHeaderLine(t *testing.T) {
 	assert.False(t, iterator.HasNext())
 }
 
-func TestExcelFileDataRowIterator_EmptyContent(t *testing.T) {
+func TestExcelMSCFBFileDataRowIterator_EmptyContent(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 	assert.False(t, iterator.HasNext())
 
@@ -157,11 +157,11 @@ func TestExcelFileDataRowIterator_EmptyContent(t *testing.T) {
 	assert.False(t, iterator.HasNext())
 }
 
-func TestExcelFileDataRowColumnCount(t *testing.T) {
+func TestExcelMSCFBFileDataRowColumnCount(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 
 	row1 := iterator.Next()
@@ -171,11 +171,11 @@ func TestExcelFileDataRowColumnCount(t *testing.T) {
 	assert.EqualValues(t, 4, row2.ColumnCount())
 }
 
-func TestExcelFileDataRowGetData(t *testing.T) {
+func TestExcelMSCFBFileDataRowGetData(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 
 	row1 := iterator.Next()
@@ -189,22 +189,22 @@ func TestExcelFileDataRowGetData(t *testing.T) {
 	assert.Equal(t, "C3", row2.GetData(2))
 }
 
-func TestExcelFileDataRowGetData_GetNotExistedColumnData(t *testing.T) {
+func TestExcelMSCFBFileDataRowGetData_GetNotExistedColumnData(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 
 	row1 := iterator.Next()
 	assert.Equal(t, "", row1.GetData(3))
 }
 
-func TestExcelFileDataRowGetData_MultipleSheets(t *testing.T) {
+func TestExcelMSCFBFileDataRowGetData_MultipleSheets(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xls")
 	assert.Nil(t, err)
 
-	datatable, err := CreateNewExcelFileImportedDataTable(testdata)
+	datatable, err := CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	iterator := datatable.DataRowIterator()
 
 	sheet1Row1 := iterator.Next()
@@ -237,10 +237,10 @@ func TestExcelFileDataRowGetData_MultipleSheets(t *testing.T) {
 	assert.Equal(t, "5-C3", sheet5Row2.GetData(2))
 }
 
-func TestCreateNewExcelFileImportedDataTable_MultipleSheetsWithDifferentHeaders(t *testing.T) {
+func TestCreateNewExcelMSCFBFileImportedDataTable_MultipleSheetsWithDifferentHeaders(t *testing.T) {
 	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_with_different_header_row_excel_file.xls")
 	assert.Nil(t, err)
 
-	_, err = CreateNewExcelFileImportedDataTable(testdata)
+	_, err = CreateNewExcelMSCFBFileImportedDataTable(testdata)
 	assert.EqualError(t, err, errs.ErrFieldsInMultiTableAreDifferent.Message)
 }

pkg/converters/excel/excel_ooxml_file_imported_data_table.go

@@ -0,0 +1,211 @@
+package excel
+
+import (
+	"bytes"
+	"fmt"
+
+	"github.com/xuri/excelize/v2"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+)
+
+// excelOOXMLSheet defines the structure of excel (Office Open XML) file sheet
+type excelOOXMLSheet struct {
+	sheetName string
+	allData   [][]string
+}
+
+// ExcelOOXMLFileImportedDataTable defines the structure of excel (Office Open XML) file data table
+type ExcelOOXMLFileImportedDataTable struct {
+	sheets                []*excelOOXMLSheet
+	headerLineColumnNames []string
+}
+
+// ExcelOOXMLFileDataRow defines the structure of excel (Office Open XML) file data table row
+type ExcelOOXMLFileDataRow struct {
+	sheet    *excelOOXMLSheet
+	rowData  []string
+	rowIndex int
+}
+
+// ExcelOOXMLFileDataRowIterator defines the structure of excel (Office Open XML) file data table row iterator
+type ExcelOOXMLFileDataRowIterator struct {
+	dataTable              *ExcelOOXMLFileImportedDataTable
+	currentSheetIndex      int
+	currentRowIndexInSheet int
+}
+
+// DataRowCount returns the total count of data row
+func (t *ExcelOOXMLFileImportedDataTable) DataRowCount() int {
+	totalDataRowCount := 0
+
+	for i := 0; i < len(t.sheets); i++ {
+		sheet := t.sheets[i]
+
+		if len(sheet.allData) < 1 {
+			continue
+		}
+
+		totalDataRowCount += len(sheet.allData) - 1
+	}
+
+	return totalDataRowCount
+}
+
+// HeaderColumnNames returns the header column name list
+func (t *ExcelOOXMLFileImportedDataTable) HeaderColumnNames() []string {
+	return t.headerLineColumnNames
+}
+
+// DataRowIterator returns the iterator of data row
+func (t *ExcelOOXMLFileImportedDataTable) DataRowIterator() datatable.ImportedDataRowIterator {
+	return &ExcelOOXMLFileDataRowIterator{
+		dataTable:              t,
+		currentSheetIndex:      0,
+		currentRowIndexInSheet: 0,
+	}
+}
+
+// ColumnCount returns the total count of column in this data row
+func (r *ExcelOOXMLFileDataRow) ColumnCount() int {
+	return len(r.rowData)
+}
+
+// GetData returns the data in the specified column index
+func (r *ExcelOOXMLFileDataRow) GetData(columnIndex int) string {
+	if columnIndex < 0 || columnIndex >= len(r.rowData) {
+		return ""
+	}
+
+	return r.rowData[columnIndex]
+}
+
+// HasNext returns whether the iterator does not reach the end
+func (t *ExcelOOXMLFileDataRowIterator) HasNext() bool {
+	sheets := t.dataTable.sheets
+
+	if t.currentSheetIndex >= len(sheets) {
+		return false
+	}
+
+	currentSheet := sheets[t.currentSheetIndex]
+
+	if t.currentRowIndexInSheet+1 < len(currentSheet.allData) {
+		return true
+	}
+
+	for i := t.currentSheetIndex + 1; i < len(sheets); i++ {
+		sheet := sheets[i]
+
+		if len(sheet.allData) <= 1 {
+			continue
+		}
+
+		return true
+	}
+
+	return false
+}
+
+// CurrentRowId returns current index
+func (t *ExcelOOXMLFileDataRowIterator) CurrentRowId() string {
+	return fmt.Sprintf("table#%d-row#%d", t.currentSheetIndex, t.currentRowIndexInSheet)
+}
+
+// Next returns the next imported data row
+func (t *ExcelOOXMLFileDataRowIterator) Next() datatable.ImportedDataRow {
+	sheets := t.dataTable.sheets
+	currentRowIndexInTable := t.currentRowIndexInSheet
+
+	for i := t.currentSheetIndex; i < len(sheets); i++ {
+		sheet := sheets[i]
+
+		if currentRowIndexInTable+1 < len(sheet.allData) {
+			t.currentRowIndexInSheet++
+			currentRowIndexInTable = t.currentRowIndexInSheet
+			break
+		}
+
+		t.currentSheetIndex++
+		t.currentRowIndexInSheet = 0
+		currentRowIndexInTable = 0
+	}
+
+	if t.currentSheetIndex >= len(sheets) {
+		return nil
+	}
+
+	currentSheet := sheets[t.currentSheetIndex]
+
+	if t.currentRowIndexInSheet >= len(currentSheet.allData) {
+		return nil
+	}
+
+	return &ExcelOOXMLFileDataRow{
+		sheet:    currentSheet,
+		rowData:  currentSheet.allData[t.currentRowIndexInSheet],
+		rowIndex: t.currentRowIndexInSheet,
+	}
+}
+
+// CreateNewExcelOOXMLFileImportedDataTable returns excel (Office Open XML) data table by file binary data
+func CreateNewExcelOOXMLFileImportedDataTable(data []byte) (*ExcelOOXMLFileImportedDataTable, error) {
+	reader := bytes.NewReader(data)
+	file, err := excelize.OpenReader(reader)
+
+	defer file.Close()
+
+	if err != nil {
+		return nil, err
+	}
+
+	sheetNames := file.GetSheetList()
+	var headerRowItems []string
+	var sheets []*excelOOXMLSheet
+
+	for i := 0; i < len(sheetNames); i++ {
+		sheetName := sheetNames[i]
+		allData, err := file.GetRows(sheetName)
+
+		if err != nil {
+			return nil, err
+		}
+
+		if allData == nil || len(allData) < 1 {
+			continue
+		}
+
+		row := allData[0]
+
+		if i == 0 {
+			for j := 0; j < len(row); j++ {
+				headerItem := row[j]
+
+				if headerItem == "" {
+					break
+				}
+
+				headerRowItems = append(headerRowItems, headerItem)
+			}
+		} else {
+			for j := 0; j < min(len(row), len(headerRowItems)); j++ {
+				headerItem := row[j]
+
+				if headerItem != headerRowItems[j] {
+					return nil, errs.ErrFieldsInMultiTableAreDifferent
+				}
+			}
+		}
+
+		sheets = append(sheets, &excelOOXMLSheet{
+			sheetName: sheetName,
+			allData:   allData,
+		})
+	}
+
+	return &ExcelOOXMLFileImportedDataTable{
+		sheets:                sheets,
+		headerLineColumnNames: headerRowItems,
+	}, nil
+}

pkg/converters/excel/excel_ooxml_file_imported_data_table_test.go

@@ -0,0 +1,246 @@
+package excel
+
+import (
+	"os"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+)
+
+func TestExcelOOXMLFileImportedDataTableDataRowCount(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.Nil(t, err)
+	assert.Equal(t, 2, datatable.DataRowCount())
+}
+
+func TestExcelOOXMLFileImportedDataTableDataRowCount_MultipleSheets(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.Nil(t, err)
+	assert.Equal(t, 5, datatable.DataRowCount())
+}
+
+func TestExcelOOXMLFileImportedDataTableDataRowCount_OnlyHeaderLine(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/only_one_row_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.Nil(t, err)
+	assert.Equal(t, 0, datatable.DataRowCount())
+}
+
+func TestExcelOOXMLFileImportedDataTableDataRowCount_EmptyContent(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.Nil(t, err)
+	assert.Equal(t, 0, datatable.DataRowCount())
+}
+
+func TestExcelOOXMLFileImportedDataTableHeaderColumnNames(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.EqualValues(t, []string{"A1", "B1", "C1"}, datatable.HeaderColumnNames())
+}
+
+func TestExcelOOXMLFileImportedDataTableHeaderColumnNames_EmptyContent(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.Nil(t, datatable.HeaderColumnNames())
+}
+
+func TestExcelOOXMLFileDataRowIterator(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+	assert.True(t, iterator.HasNext())
+
+	// data row 1
+	assert.NotNil(t, iterator.Next())
+	assert.True(t, iterator.HasNext())
+
+	// data row 2
+	assert.NotNil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 3
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 4
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+}
+
+func TestExcelOOXMLFileDataRowIterator_MultipleSheets(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+	assert.True(t, iterator.HasNext())
+
+	// sheet 1 data row 1
+	assert.NotNil(t, iterator.Next())
+	assert.True(t, iterator.HasNext())
+
+	// sheet 1 data row 2
+	assert.NotNil(t, iterator.Next())
+	assert.True(t, iterator.HasNext())
+
+	// sheet 3 data row 1
+	assert.NotNil(t, iterator.Next())
+	assert.True(t, iterator.HasNext())
+
+	// sheet 5 data row 1
+	assert.NotNil(t, iterator.Next())
+	assert.True(t, iterator.HasNext())
+
+	// sheet 5 data row 2
+	assert.NotNil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+}
+
+func TestExcelOOXMLFileDataRowIterator_OnlyHeaderLine(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/only_one_row_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 1
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 2
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+}
+
+func TestExcelOOXMLFileDataRowIterator_EmptyContent(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/empty_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 1
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+
+	// not existed data row 2
+	assert.Nil(t, iterator.Next())
+	assert.False(t, iterator.HasNext())
+}
+
+func TestExcelOOXMLFileDataRowColumnCount(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+
+	row1 := iterator.Next()
+	assert.EqualValues(t, 3, row1.ColumnCount())
+
+	row2 := iterator.Next()
+	assert.EqualValues(t, 3, row2.ColumnCount())
+}
+
+func TestExcelOOXMLFileDataRowGetData(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+
+	row1 := iterator.Next()
+	assert.Equal(t, "A2", row1.GetData(0))
+	assert.Equal(t, "B2", row1.GetData(1))
+	assert.Equal(t, "C2", row1.GetData(2))
+
+	row2 := iterator.Next()
+	assert.Equal(t, "A3", row2.GetData(0))
+	assert.Equal(t, "B3", row2.GetData(1))
+	assert.Equal(t, "C3", row2.GetData(2))
+}
+
+func TestExcelOOXMLFileDataRowGetData_GetNotExistedColumnData(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/simple_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+
+	row1 := iterator.Next()
+	assert.Equal(t, "", row1.GetData(3))
+}
+
+func TestExcelOOXMLFileDataRowGetData_MultipleSheets(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	datatable, err := CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	iterator := datatable.DataRowIterator()
+
+	sheet1Row1 := iterator.Next()
+	assert.Equal(t, "1-A2", sheet1Row1.GetData(0))
+	assert.Equal(t, "1-B2", sheet1Row1.GetData(1))
+	assert.Equal(t, "1-C2", sheet1Row1.GetData(2))
+
+	sheet1Row2 := iterator.Next()
+	assert.Equal(t, "1-A3", sheet1Row2.GetData(0))
+	assert.Equal(t, "1-B3", sheet1Row2.GetData(1))
+	assert.Equal(t, "1-C3", sheet1Row2.GetData(2))
+
+	// skip empty sheet2
+
+	sheet3Row1 := iterator.Next()
+	assert.Equal(t, "3-A2", sheet3Row1.GetData(0))
+	assert.Equal(t, "3-B2", sheet3Row1.GetData(1))
+	assert.Equal(t, "", sheet3Row1.GetData(2))
+
+	// skip no data row sheet4
+
+	sheet5Row1 := iterator.Next()
+	assert.Equal(t, "5-A2", sheet5Row1.GetData(0))
+	assert.Equal(t, "5-B2", sheet5Row1.GetData(1))
+	assert.Equal(t, "5-C2", sheet5Row1.GetData(2))
+
+	sheet5Row2 := iterator.Next()
+	assert.Equal(t, "5-A3", sheet5Row2.GetData(0))
+	assert.Equal(t, "5-B3", sheet5Row2.GetData(1))
+	assert.Equal(t, "5-C3", sheet5Row2.GetData(2))
+}
+
+func TestCreateNewExcelOOXMLFileImportedDataTable_MultipleSheetsWithDifferentHeaders(t *testing.T) {
+	testdata, err := os.ReadFile("../../../testdata/multiple_sheets_with_different_header_row_excel_file.xlsx")
+	assert.Nil(t, err)
+
+	_, err = CreateNewExcelOOXMLFileImportedDataTable(testdata)
+	assert.EqualError(t, err, errs.ErrFieldsInMultiTableAreDifferent.Message)
+}

pkg/converters/feidee/feidee_mymoney_app_transaction_data_csv_file_importer.go

@@ -8,6 +8,7 @@ import (
 	"io"
 	"strings"
 
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	csvdatatable "github.com/mayswind/ezbookkeeping/pkg/converters/csv"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -29,6 +30,7 @@ const feideeMymoneyAppTransactionDescriptionColumnName = "备注"
 const feideeMymoneyAppTransactionRelatedIdColumnName = "关联Id"
 
 const feideeMymoneyAppTransactionTypeModifyBalanceText = "余额变更"
+const feideeMymoneyAppTransactionTypeModifyOutstandingBalanceText = "负债变更"
 const feideeMymoneyAppTransactionTypeIncomeText = "收入"
 const feideeMymoneyAppTransactionTypeExpenseText = "支出"
 const feideeMymoneyAppTransactionTypeTransferInText = "转入"
@@ -54,7 +56,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the feidee mymoney app transaction csv data
-func (c *feideeMymoneyAppTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *feideeMymoneyAppTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	fallback := unicode.UTF8.NewDecoder()
 	reader := transform.NewReader(bytes.NewReader(data), unicode.BOMOverride(fallback))
 
@@ -82,7 +84,7 @@ func (c *feideeMymoneyAppTransactionDataCsvFileImporter) ParseImportedData(ctx c
 		return nil, nil, nil, nil, nil, nil, err
 	}
 
-	dataTableImporter := datatable.CreateNewSimpleImporter(feideeMymoneyTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(feideeMymoneyTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }
@@ -189,9 +191,12 @@ func (c *feideeMymoneyAppTransactionDataCsvFileImporter) createNewFeideeMymoneyA
 
 		transactionType := data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE]
 
-		if transactionType == feideeMymoneyAppTransactionTypeModifyBalanceText || transactionType == feideeMymoneyAppTransactionTypeIncomeText || transactionType == feideeMymoneyAppTransactionTypeExpenseText {
+		if transactionType == feideeMymoneyAppTransactionTypeModifyBalanceText || transactionType == feideeMymoneyAppTransactionTypeModifyOutstandingBalanceText ||
+			transactionType == feideeMymoneyAppTransactionTypeIncomeText || transactionType == feideeMymoneyAppTransactionTypeExpenseText {
 			if transactionType == feideeMymoneyAppTransactionTypeModifyBalanceText {
 				data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeNameMapping[models.TRANSACTION_TYPE_MODIFY_BALANCE]
+			} else if transactionType == feideeMymoneyAppTransactionTypeModifyOutstandingBalanceText {
+				data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeModifyOutstandingBalanceName
 			} else if transactionType == feideeMymoneyAppTransactionTypeIncomeText {
 				data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeNameMapping[models.TRANSACTION_TYPE_INCOME]
 			} else if transactionType == feideeMymoneyAppTransactionTypeExpenseText {

pkg/converters/feidee/feidee_mymoney_app_transaction_data_csv_file_importer_test.go

@@ -109,6 +109,56 @@ func TestFeideeMymoneyCsvFileImporterParseImportedData_MinimumValidData(t *testi
 	assert.Equal(t, "Test Category3", allNewSubTransferCategories[0].Name)
 }
 
+func TestFeideeMymoneyCsvFileImporterParseImportedData_ParseOutstandingBalanceModification(t *testing.T) {
+	converter := FeideeMymoneyAppTransactionDataCsvFileImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, _, _, err := converter.ParseImportedData(context, user, []byte("随手记导出文件(headers:v5;xxxxx)\n"+
+		"\"交易类型\",\"日期\",\"子类别\",\"账户\",\"金额\",\"备注\",\"关联Id\"\n"+
+		"\"负债变更\",\"2024-09-01 00:00:00\",\"\",\"Test Account\",\"123.45\",\"\",\"\"\n"+
+		"\"负债变更\",\"2024-09-01 01:00:00\",\"\",\"Test Account2\",\"-0.12\",\"\",\"\"\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 2, len(allNewTransactions))
+	assert.Equal(t, 2, len(allNewAccounts))
+	assert.Equal(t, 1, len(allNewSubExpenseCategories))
+	assert.Equal(t, 1, len(allNewSubIncomeCategories))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[0].Type)
+	assert.Equal(t, "2024-09-01 00:00:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime), time.UTC))
+	assert.Equal(t, int64(12345), allNewTransactions[0].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[0].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[1].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[1].Type)
+	assert.Equal(t, "2024-09-01 01:00:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime), time.UTC))
+	assert.Equal(t, int64(12), allNewTransactions[1].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[1].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[1].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Test Account", allNewAccounts[0].Name)
+	assert.Equal(t, "CNY", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Test Account2", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[0].Uid)
+	assert.Equal(t, "", allNewSubExpenseCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[0].Uid)
+	assert.Equal(t, "", allNewSubIncomeCategories[0].Name)
+}
+
 func TestFeideeMymoneyCsvFileImporterParseImportedData_ParseInvalidTime(t *testing.T) {
 	converter := FeideeMymoneyAppTransactionDataCsvFileImporter
 	context := core.NewNullContext()
@@ -238,6 +288,11 @@ func TestFeideeMymoneyCsvFileImporterParseImportedData_ParseInvalidAmount(t *tes
 		"\"余额变更\",\"2024-09-01 01:23:45\",\"\",\"Test Account\",\"123 45\",\"\",\"\""), 0, nil, nil, nil, nil, nil)
 	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
 
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte("随手记导出文件(headers:v5;xxxxx)\n"+
+		"\"交易类型\",\"日期\",\"子类别\",\"账户\",\"金额\",\"备注\",\"关联Id\"\n"+
+		"\"负债变更\",\"2024-09-01 01:23:45\",\"\",\"Test Account\",\"123 45\",\"\",\"\""), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+
 	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte("随手记导出文件(headers:v5;xxxxx)\n"+
 		"\"交易类型\",\"日期\",\"子类别\",\"账户\",\"金额\",\"备注\",\"关联Id\"\n"+
 		"\"转出\",\"2024-09-01 12:34:56\",\"Test Category\",\"Test Account\",\"123 45\",\"\",\"00000000-0000-0000-0000-000000000001\"\n"+

pkg/converters/feidee/feidee_mymoney_elecloud_transaction_data_row_parser.go

@@ -0,0 +1,87 @@
+package feidee
+
+import (
+	"strings"
+
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+var FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_MODIFY_BALANCE_NAME = "余额变更"
+var FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_OUTSTANDING_MODIFY_BALANCE_NAME = "负债变更"
+var FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_INCOME_NAME = "收入"
+var FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_EXPENSE_NAME = "支出"
+
+var feideeMymoneyElecloudTransactionTypeNameMapping = map[string]models.TransactionType{
+	FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_MODIFY_BALANCE_NAME:             models.TRANSACTION_TYPE_MODIFY_BALANCE,
+	FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_OUTSTANDING_MODIFY_BALANCE_NAME: models.TRANSACTION_TYPE_MODIFY_BALANCE,
+	FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_INCOME_NAME:                     models.TRANSACTION_TYPE_INCOME,
+	FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_EXPENSE_NAME:                    models.TRANSACTION_TYPE_EXPENSE,
+	"转账": models.TRANSACTION_TYPE_TRANSFER,
+	"借入": models.TRANSACTION_TYPE_TRANSFER,
+	"借出": models.TRANSACTION_TYPE_TRANSFER,
+	"收债": models.TRANSACTION_TYPE_TRANSFER,
+	"还债": models.TRANSACTION_TYPE_TRANSFER,
+	"代付": models.TRANSACTION_TYPE_TRANSFER,
+	"报销": models.TRANSACTION_TYPE_TRANSFER,
+	"退款": models.TRANSACTION_TYPE_EXPENSE,
+}
+
+// feideeMymoneyElecloudTransactionDataRowParser defines the structure of feidee mymoney (elecloud) transaction data row parser
+type feideeMymoneyElecloudTransactionDataRowParser struct {
+}
+
+// GetAddedColumns returns the added columns after converting the data row
+func (p *feideeMymoneyElecloudTransactionDataRowParser) GetAddedColumns() []datatable.TransactionDataTableColumn {
+	return nil
+}
+
+// Parse returns the converted transaction data row
+func (p *feideeMymoneyElecloudTransactionDataRowParser) Parse(data map[datatable.TransactionDataTableColumn]string) (rowData map[datatable.TransactionDataTableColumn]string, rowDataValid bool, err error) {
+	rowData = make(map[datatable.TransactionDataTableColumn]string, len(data))
+
+	for column, value := range data {
+		rowData[column] = value
+	}
+
+	rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = strings.ReplaceAll(rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT], ",", "") // remove thousand separator
+
+	if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] == FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_MODIFY_BALANCE_NAME {
+		amount, err := utils.ParseAmount(rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT])
+
+		if err != nil {
+			return nil, false, errs.ErrAmountInvalid
+		}
+
+		// balance modification transaction in feidee mymoney (elecloud) is not the opening balance transaction, it can be added many times
+		if amount >= 0 {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_INCOME_NAME
+		} else {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_EXPENSE_NAME
+			rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amount)
+		}
+	} else if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] == FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_OUTSTANDING_MODIFY_BALANCE_NAME {
+		amount, err := utils.ParseAmount(rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT])
+
+		if err != nil {
+			return nil, false, errs.ErrAmountInvalid
+		}
+
+		// outstanding balance modification transaction in feidee mymoney app is not the opening balance transaction, it can be added many times
+		if amount >= 0 {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_EXPENSE_NAME
+		} else {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = FEIDEE_MYMONEY_ELECLOUD_TRANSACTION_TYPE_INCOME_NAME
+			rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amount)
+		}
+	}
+
+	return rowData, true, nil
+}
+
+// createFeideeMymoneyElecloudTransactionDataRowParser returns feidee mymoney (elecloud) transaction data row parser
+func createFeideeMymoneyElecloudTransactionDataRowParser() datatable.TransactionDataRowParser {
+	return &feideeMymoneyElecloudTransactionDataRowParser{}
+}

pkg/converters/feidee/feidee_mymoney_elecloud_transaction_data_xlsx_file_importer.go

@@ -0,0 +1,46 @@
+package feidee
+
+import (
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/excel"
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+)
+
+var feideeMymoneyElecloudDataColumnNameMapping = map[datatable.TransactionDataTableColumn]string{
+	datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TIME:     "日期",
+	datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE:     "交易类型",
+	datatable.TRANSACTION_DATA_TABLE_CATEGORY:             "分类",
+	datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY:         "子分类",
+	datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME:         "账户1",
+	datatable.TRANSACTION_DATA_TABLE_ACCOUNT_CURRENCY:     "账户币种",
+	datatable.TRANSACTION_DATA_TABLE_AMOUNT:               "金额",
+	datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME: "账户2",
+	datatable.TRANSACTION_DATA_TABLE_DESCRIPTION:          "备注",
+}
+
+// feideeMymoneyElecloudTransactionDataXlsxFileImporter defines the structure of feidee mymoney (elecloud) xlsx importer for transaction data
+type feideeMymoneyElecloudTransactionDataXlsxFileImporter struct {
+	converter.DataTableTransactionDataImporter
+}
+
+// Initialize a feidee mymoney (elecloud) transaction data xlsx file importer singleton instance
+var (
+	FeideeMymoneyElecloudTransactionDataXlsxFileImporter = &feideeMymoneyElecloudTransactionDataXlsxFileImporter{}
+)
+
+// ParseImportedData returns the imported data by parsing the feidee mymoney (elecloud) transaction xlsx data
+func (c *feideeMymoneyElecloudTransactionDataXlsxFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+	dataTable, err := excel.CreateNewExcelOOXMLFileImportedDataTable(data)
+
+	if err != nil {
+		return nil, nil, nil, nil, nil, nil, err
+	}
+
+	transactionRowParser := createFeideeMymoneyElecloudTransactionDataRowParser()
+	transactionDataTable := datatable.CreateNewImportedTransactionDataTableWithRowParser(dataTable, feideeMymoneyElecloudDataColumnNameMapping, transactionRowParser)
+	dataTableImporter := converter.CreateNewSimpleImporter(feideeMymoneyElecloudTransactionTypeNameMapping)
+
+	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
+}

pkg/converters/feidee/feidee_mymoney_elecloud_transaction_data_xlsx_file_importer_test.go

@@ -0,0 +1,117 @@
+package feidee
+
+import (
+	"os"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
+	"github.com/mayswind/ezbookkeeping/pkg/utils"
+)
+
+func TestFeideeMymoneyElecloudTransactionDataXlsxImporterParseImportedData_MinimumValidData(t *testing.T) {
+	converter := FeideeMymoneyElecloudTransactionDataXlsxFileImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "USD",
+	}
+
+	testdata, err := os.ReadFile("../../../testdata/feidee_mymoney_elecloud_test_file.xlsx")
+	assert.Nil(t, err)
+
+	allNewTransactions, allNewAccounts, allNewSubExpenseCategories, allNewSubIncomeCategories, allNewSubTransferCategories, allNewTags, err := converter.ParseImportedData(context, user, testdata, 0, nil, nil, nil, nil, nil)
+	assert.Nil(t, err)
+
+	assert.Equal(t, 7, len(allNewTransactions))
+	assert.Equal(t, 2, len(allNewAccounts))
+	assert.Equal(t, 3, len(allNewSubExpenseCategories))
+	assert.Equal(t, 3, len(allNewSubIncomeCategories))
+	assert.Equal(t, 1, len(allNewSubTransferCategories))
+	assert.Equal(t, 0, len(allNewTags))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[0].Type)
+	assert.Equal(t, "2024-09-01 00:00:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime), time.UTC))
+	assert.Equal(t, int64(12345), allNewTransactions[0].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[0].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[1].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[1].Type)
+	assert.Equal(t, "2024-09-01 01:00:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime), time.UTC))
+	assert.Equal(t, int64(12), allNewTransactions[1].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[1].OriginalSourceAccountName)
+	assert.Equal(t, "", allNewTransactions[1].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[2].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[2].Type)
+	assert.Equal(t, "2024-09-01 01:23:45", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime), time.UTC))
+	assert.Equal(t, int64(12), allNewTransactions[2].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[2].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category", allNewTransactions[2].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[3].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[3].Type)
+	assert.Equal(t, "2024-09-01 12:34:56", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[3].TransactionTime), time.UTC))
+	assert.Equal(t, int64(100), allNewTransactions[3].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[3].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category2", allNewTransactions[3].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[4].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[4].Type)
+	assert.Equal(t, "2024-09-01 23:59:59", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[4].TransactionTime), time.UTC))
+	assert.Equal(t, int64(5), allNewTransactions[4].Amount)
+	assert.Equal(t, "Test Comment5", allNewTransactions[4].Comment)
+	assert.Equal(t, "Test Account", allNewTransactions[4].OriginalSourceAccountName)
+	assert.Equal(t, "Test Account2", allNewTransactions[4].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[4].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[5].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[5].Type)
+	assert.Equal(t, "2024-09-10 00:00:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[5].TransactionTime), time.UTC))
+	assert.Equal(t, int64(-654300), allNewTransactions[5].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[5].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category5", allNewTransactions[5].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[6].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[6].Type)
+	assert.Equal(t, "2024-09-11 05:06:00", utils.FormatUnixTimeToLongDateTime(utils.GetUnixTimeFromTransactionTime(allNewTransactions[6].TransactionTime), time.UTC))
+	assert.Equal(t, int64(-112340), allNewTransactions[6].Amount)
+	assert.Equal(t, "Foo#\\r\\nBar", allNewTransactions[6].Comment)
+	assert.Equal(t, "Test Account", allNewTransactions[6].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category4", allNewTransactions[6].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Test Account2", allNewAccounts[0].Name)
+	assert.Equal(t, "CNY", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Test Account", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[0].Uid)
+	assert.Equal(t, "", allNewSubExpenseCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[1].Uid)
+	assert.Equal(t, "Test Category4", allNewSubExpenseCategories[1].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubExpenseCategories[2].Uid)
+	assert.Equal(t, "Test Category2", allNewSubExpenseCategories[2].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[0].Uid)
+	assert.Equal(t, "", allNewSubIncomeCategories[0].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[1].Uid)
+	assert.Equal(t, "Test Category5", allNewSubIncomeCategories[1].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubIncomeCategories[2].Uid)
+	assert.Equal(t, "Test Category", allNewSubIncomeCategories[2].Name)
+
+	assert.Equal(t, int64(1234567890), allNewSubTransferCategories[0].Uid)
+	assert.Equal(t, "", allNewSubTransferCategories[0].Name)
+}

pkg/converters/feidee/feidee_mymoney_transaction_data_row_parser.go

@@ -14,6 +14,8 @@ var feideeMymoneyTransactionTypeNameMapping = map[models.TransactionType]string{
 	models.TRANSACTION_TYPE_TRANSFER:       "转账",
 }
 
+var feideeMymoneyTransactionTypeModifyOutstandingBalanceName = "负债变更"
+
 // feideeMymoneyTransactionDataRowParser defines the structure of feidee mymoney transaction data row parser
 type feideeMymoneyTransactionDataRowParser struct {
 }
@@ -49,6 +51,20 @@ func (p *feideeMymoneyTransactionDataRowParser) Parse(data map[datatable.Transac
 			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeNameMapping[models.TRANSACTION_TYPE_EXPENSE]
 			rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amount)
 		}
+	} else if rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] == feideeMymoneyTransactionTypeModifyOutstandingBalanceName {
+		amount, err := utils.ParseAmount(rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT])
+
+		if err != nil {
+			return nil, false, errs.ErrAmountInvalid
+		}
+
+		// outstanding balance modification transaction in feidee mymoney app is not the opening balance transaction, it can be added many times
+		if amount >= 0 {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeNameMapping[models.TRANSACTION_TYPE_EXPENSE]
+		} else {
+			rowData[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = feideeMymoneyTransactionTypeNameMapping[models.TRANSACTION_TYPE_INCOME]
+			rowData[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amount)
+		}
 	}
 
 	return rowData, true, nil

pkg/converters/feidee/feidee_mymoney_web_transaction_data_xls_file_importer.go

@@ -1,6 +1,7 @@
 package feidee
 
 import (
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/excel"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -20,7 +21,7 @@ var feideeMymoneyWebDataColumnNameMapping = map[datatable.TransactionDataTableCo
 
 // feideeMymoneyWebTransactionDataXlsFileImporter defines the structure of feidee mymoney (web) xls importer for transaction data
 type feideeMymoneyWebTransactionDataXlsFileImporter struct {
-	datatable.DataTableTransactionDataImporter
+	converter.DataTableTransactionDataImporter
 }
 
 // Initialize a feidee mymoney (web) transaction data xls file importer singleton instance
@@ -29,8 +30,8 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the feidee mymoney (web) transaction xls data
-func (c *feideeMymoneyWebTransactionDataXlsFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
-	dataTable, err := excel.CreateNewExcelFileImportedDataTable(data)
+func (c *feideeMymoneyWebTransactionDataXlsFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+	dataTable, err := excel.CreateNewExcelMSCFBFileImportedDataTable(data)
 
 	if err != nil {
 		return nil, nil, nil, nil, nil, nil, err
@@ -38,7 +39,7 @@ func (c *feideeMymoneyWebTransactionDataXlsFileImporter) ParseImportedData(ctx c
 
 	transactionRowParser := createFeideeMymoneyTransactionDataRowParser()
 	transactionDataTable := datatable.CreateNewImportedTransactionDataTableWithRowParser(dataTable, feideeMymoneyWebDataColumnNameMapping, transactionRowParser)
-	dataTableImporter := datatable.CreateNewSimpleImporter(feideeMymoneyTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(feideeMymoneyTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/fireflyIII/fireflyiii_transaction_data_csv_file_importer.go

@@ -3,6 +3,7 @@ package fireflyIII
 import (
 	"bytes"
 
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/csv"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -39,7 +40,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the firefly III transaction csv data
-func (c *fireflyIIITransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *fireflyIIITransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	reader := bytes.NewReader(data)
 	dataTable, err := csv.CreateNewCsvImportedDataTable(ctx, reader)
 
@@ -49,7 +50,7 @@ func (c *fireflyIIITransactionDataCsvFileImporter) ParseImportedData(ctx core.Co
 
 	transactionRowParser := createFireflyIIITransactionDataRowParser()
 	transactionDataTable := datatable.CreateNewImportedTransactionDataTableWithRowParser(dataTable, fireflyIIITransactionDataColumnNameMapping, transactionRowParser)
-	dataTableImporter := datatable.CreateNewImporter(fireflyIIITransactionTypeNameMapping, "", ",")
+	dataTableImporter := converter.CreateNewImporterWithTypeNameMapping(fireflyIIITransactionTypeNameMapping, "", ",")
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/gnucash/gnucash_transaction_data_file_importer.go

@@ -1,7 +1,7 @@
 package gnucash
 
 import (
-	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
@@ -24,7 +24,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the gnucash transaction data
-func (c *gnucashTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *gnucashTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	gnucashDataReader, err := createNewGnuCashDatabaseReader(data)
 
 	if err != nil {
@@ -43,7 +43,7 @@ func (c *gnucashTransactionDataImporter) ParseImportedData(ctx core.Context, use
 		return nil, nil, nil, nil, nil, nil, err
 	}
 
-	dataTableImporter := datatable.CreateNewSimpleImporter(gnucashTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(gnucashTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/gnucash/gnucash_transaction_data_table.go

@@ -98,6 +98,7 @@ func (t *gnucashTransactionDataRowIterator) Next(ctx core.Context, user *models.
 	rowItems, isValid, err := t.parseTransaction(ctx, user, data)
 
 	if err != nil {
+		log.Errorf(ctx, "[gnucash_transaction_table.Next] cannot parsing transaction in row#%d, because %s", t.currentIndex, err.Error())
 		return nil, err
 	}
 

pkg/converters/iif/iif_data_reader.go

@@ -129,11 +129,26 @@ func (r *iifDataReader) read(ctx core.Context) ([]*iifAccountDataset, []*iifTran
 				}
 			} else if lastLineSign == iifTransactionLineSignColumnName || lastLineSign == iifTransactionSplitLineSignColumnName {
 				if items[0] == iifTransactionSplitLineSignColumnName {
+					if currentTransactionData == nil {
+						log.Errorf(ctx, "[iif_data_reader.read] expected current transaction data is not nil, but read \"%s\"", items[0])
+						return nil, nil, errs.ErrInvalidIIFFile
+					}
+
 					currentTransactionData.splitData = append(currentTransactionData.splitData, &iifTransactionSplitData{
 						dataItems: items,
 					})
 					lastLineSign = items[0]
 				} else if items[0] == iifTransactionEndLineSignColumnName {
+					if currentTransactionData == nil {
+						log.Errorf(ctx, "[iif_data_reader.read] expected current transaction data is not nil, but read \"%s\"", items[0])
+						return nil, nil, errs.ErrInvalidIIFFile
+					}
+
+					if len(currentTransactionData.splitData) < 1 {
+						log.Errorf(ctx, "[iif_data_reader.read] expected reading transaction split line, but read \"%s\"", items[0])
+						return nil, nil, errs.ErrInvalidIIFFile
+					}
+
 					currentTransactionDataset.transactions = append(currentTransactionDataset.transactions, currentTransactionData)
 					lastLineSign = ""
 				} else {
@@ -214,7 +229,7 @@ func (r *iifDataReader) readTransactionSampleLines(ctx core.Context, items []str
 	}
 
 	if len(transactionEndSampleItems) < 1 || transactionEndSampleItems[0] != iifTransactionEndSampleLineSignColumnName {
-		log.Errorf(ctx, "[iif_data_reader.readTransactionSampleLines] expected reading transaction end sample line, but read \"%s\"", strings.Join(splitSampleItems, "\t"))
+		log.Errorf(ctx, "[iif_data_reader.readTransactionSampleLines] expected reading transaction end sample line, but read \"%s\"", strings.Join(transactionEndSampleItems, "\t"))
 		return nil, errs.ErrInvalidIIFFile
 	}
 

pkg/converters/iif/iif_transaction_data_file_importer.go

@@ -1,7 +1,7 @@
 package iif
 
 import (
-	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
@@ -23,7 +23,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the intuit interchange format (iif) data
-func (c *iifTransactionDataFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *iifTransactionDataFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	iifDataReader := createNewIifDataReader(data)
 	accountDatasets, transactionDatasets, err := iifDataReader.read(ctx)
 
@@ -37,7 +37,7 @@ func (c *iifTransactionDataFileImporter) ParseImportedData(ctx core.Context, use
 		return nil, nil, nil, nil, nil, nil, err
 	}
 
-	dataTableImporter := datatable.CreateNewSimpleImporter(iifTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(iifTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/iif/iif_transaction_data_file_importer_test.go

@@ -333,7 +333,7 @@ func TestIIFTransactionDataFileParseImportedData_ParseYearMonthDayFormatTime(t *
 	assert.Equal(t, int64(1725408000), utils.GetUnixTimeFromTransactionTime(allNewTransactions[3].TransactionTime))
 }
 
-func TestIIFTransactionDataFileParseImportedData_ParseShortMonthDayFormatTime(t *testing.T) {
+func TestIIFTransactionDataFileParseImportedData_ParseShortMonthDayYearFormatTime(t *testing.T) {
 	converter := IifTransactionDataFileImporter
 	context := core.NewNullContext()
 
@@ -364,6 +364,37 @@ func TestIIFTransactionDataFileParseImportedData_ParseShortMonthDayFormatTime(t
 	assert.Equal(t, int64(1725321600), utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime))
 }
 
+func TestIIFTransactionDataFileParseImportedData_ParseShortMonthDayTwoDigitsYearFormatTime(t *testing.T) {
+	converter := IifTransactionDataFileImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\n"+
+			"TRNS\t9/01/24\tTest Account\t123.45\n"+
+			"SPL\t9/01/24\tTest Account2\t-123.45\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t09/2/24\tTest Account\t123.45\n"+
+			"SPL\t09/2/24\tTest Account2\t-123.45\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t9/3/24\tTest Account\t123.45\n"+
+			"SPL\t9/3/24\tTest Account2\t-123.45\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 3, len(allNewTransactions))
+	assert.Equal(t, int64(1725148800), utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime))
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime))
+	assert.Equal(t, int64(1725321600), utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime))
+}
+
 func TestIIFTransactionDataFileParseImportedData_ParseInvalidTime(t *testing.T) {
 	converter := IifTransactionDataFileImporter
 	context := core.NewNullContext()
@@ -377,8 +408,8 @@ func TestIIFTransactionDataFileParseImportedData_ParseInvalidTime(t *testing.T)
 		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
 			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
 			"!ENDTRNS\t\t\t\n"+
-			"TRNS\t9/1/24\tTest Account\t123.45\n"+
-			"SPL\t9/1/24\tTest Account2\t-123.45\n"+
+			"TRNS\t09-01-2024\tTest Account\t123.45\n"+
+			"SPL\t09-01-2024\tTest Account2\t-123.45\n"+
 			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
 	assert.EqualError(t, err, errs.ErrTransactionTimeInvalid.Message)
 
@@ -486,7 +517,7 @@ func TestIIFTransactionDataFileParseImportedData_ParseDescription(t *testing.T)
 	assert.Equal(t, "Test", allNewTransactions[0].Comment)
 }
 
-func TestIIFTransactionDataFileParseImportedData_NotSupportedToParseSplitTransaction(t *testing.T) {
+func TestIIFTransactionDataFileParseImportedData_ParseSplitTransaction(t *testing.T) {
 	converter := IifTransactionDataFileImporter
 	context := core.NewNullContext()
 
@@ -495,11 +526,218 @@ func TestIIFTransactionDataFileParseImportedData_NotSupportedToParseSplitTransac
 		DefaultCurrency: "CNY",
 	}
 
+	allNewTransactions, allNewAccounts, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"!ACCNT\tNAME\tACCNTTYPE\n"+
+			"ACCNT\tTest Category\tINC\n"+
+			"ACCNT\tTest Category2\tEXP\n"+
+			"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\n"+
+			"TRNS\t09/01/2024\tTest Account\t123.45\n"+
+			"SPL\t09/01/2024\tTest Category\t-23.45\n"+
+			"SPL\t09/01/2024\tTest Account2\t-100.00\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t09/02/2024\tTest Account\t-100.00\n"+
+			"SPL\t09/02/2024\tTest Category2\t30.00\n"+
+			"SPL\t09/02/2024\tTest Account3\t20.00\n"+
+			"SPL\t09/02/2024\tTest Account4\t50.00\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t09/03/2024\tTest Account\t100.00\n"+
+			"SPL\t09/03/2024\tTest Account2\t-100.00\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t09/04/2024\tTest Category\t-100.00\n"+
+			"SPL\t09/04/2024\tTest Account\t40.00\n"+
+			"SPL\t09/04/2024\tTest Account2\t60.00\n"+
+			"ENDTRNS\t\t\t\n"+
+			"TRNS\t09/05/2024\tTest Category2\t100.00\n"+
+			"SPL\t09/05/2024\tTest Account3\t-40.00\n"+
+			"SPL\t09/05/2024\tTest Account4\t-60.00\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+
+	assert.Equal(t, 10, len(allNewTransactions))
+	assert.Equal(t, 4, len(allNewAccounts))
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[0].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[0].Type)
+	assert.Equal(t, int64(1725148800), utils.GetUnixTimeFromTransactionTime(allNewTransactions[0].TransactionTime))
+	assert.Equal(t, int64(2345), allNewTransactions[0].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[0].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category", allNewTransactions[0].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[1].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[1].Type)
+	assert.Equal(t, int64(1725148800), utils.GetUnixTimeFromTransactionTime(allNewTransactions[1].TransactionTime))
+	assert.Equal(t, int64(10000), allNewTransactions[1].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[1].OriginalSourceAccountName)
+	assert.Equal(t, "Test Account", allNewTransactions[1].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[1].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[2].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[2].Type)
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[2].TransactionTime))
+	assert.Equal(t, int64(3000), allNewTransactions[2].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[2].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category2", allNewTransactions[2].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[3].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[3].Type)
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[3].TransactionTime))
+	assert.Equal(t, int64(2000), allNewTransactions[3].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[3].OriginalSourceAccountName)
+	assert.Equal(t, "Test Account3", allNewTransactions[3].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[3].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[4].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[4].Type)
+	assert.Equal(t, int64(1725235200), utils.GetUnixTimeFromTransactionTime(allNewTransactions[4].TransactionTime))
+	assert.Equal(t, int64(5000), allNewTransactions[4].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[4].OriginalSourceAccountName)
+	assert.Equal(t, "Test Account4", allNewTransactions[4].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[4].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[5].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_TRANSFER_OUT, allNewTransactions[5].Type)
+	assert.Equal(t, int64(1725321600), utils.GetUnixTimeFromTransactionTime(allNewTransactions[5].TransactionTime))
+	assert.Equal(t, int64(10000), allNewTransactions[5].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[5].OriginalSourceAccountName)
+	assert.Equal(t, "Test Account", allNewTransactions[5].OriginalDestinationAccountName)
+	assert.Equal(t, "", allNewTransactions[5].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[6].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[6].Type)
+	assert.Equal(t, int64(1725408000), utils.GetUnixTimeFromTransactionTime(allNewTransactions[6].TransactionTime))
+	assert.Equal(t, int64(4000), allNewTransactions[6].Amount)
+	assert.Equal(t, "Test Account", allNewTransactions[6].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category", allNewTransactions[6].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[7].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_INCOME, allNewTransactions[7].Type)
+	assert.Equal(t, int64(1725408000), utils.GetUnixTimeFromTransactionTime(allNewTransactions[7].TransactionTime))
+	assert.Equal(t, int64(6000), allNewTransactions[7].Amount)
+	assert.Equal(t, "Test Account2", allNewTransactions[7].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category", allNewTransactions[7].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[8].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[8].Type)
+	assert.Equal(t, int64(1725494400), utils.GetUnixTimeFromTransactionTime(allNewTransactions[8].TransactionTime))
+	assert.Equal(t, int64(4000), allNewTransactions[8].Amount)
+	assert.Equal(t, "Test Account3", allNewTransactions[8].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category2", allNewTransactions[8].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewTransactions[9].Uid)
+	assert.Equal(t, models.TRANSACTION_DB_TYPE_EXPENSE, allNewTransactions[9].Type)
+	assert.Equal(t, int64(1725494400), utils.GetUnixTimeFromTransactionTime(allNewTransactions[9].TransactionTime))
+	assert.Equal(t, int64(6000), allNewTransactions[9].Amount)
+	assert.Equal(t, "Test Account4", allNewTransactions[9].OriginalSourceAccountName)
+	assert.Equal(t, "Test Category2", allNewTransactions[9].OriginalCategoryName)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[0].Uid)
+	assert.Equal(t, "Test Account", allNewAccounts[0].Name)
+	assert.Equal(t, "CNY", allNewAccounts[0].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[1].Uid)
+	assert.Equal(t, "Test Account2", allNewAccounts[1].Name)
+	assert.Equal(t, "CNY", allNewAccounts[1].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[2].Uid)
+	assert.Equal(t, "Test Account3", allNewAccounts[2].Name)
+	assert.Equal(t, "CNY", allNewAccounts[2].Currency)
+
+	assert.Equal(t, int64(1234567890), allNewAccounts[3].Uid)
+	assert.Equal(t, "Test Account4", allNewAccounts[3].Name)
+	assert.Equal(t, "CNY", allNewAccounts[3].Currency)
+}
+
+func TestIIFTransactionDataFileParseImportedData_ParseSplitTransactionDescription(t *testing.T) {
+	converter := IifTransactionDataFileImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	allNewTransactions, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tNAME\tAMOUNT\tMEMO\n"+
+			"!SPL\tDATE\tACCNT\tNAME\tAMOUNT\tMEMO\n"+
+			"!ENDTRNS\t\t\t\t\t\n"+
+			"TRNS\t09/01/2024\tTest Account\t\"Test\"\t123.45\t\"foo    bar\t#test\"\n"+
+			"SPL\t09/01/2024\tTest Account2\t\t-100.00\t\"foo\ttest#bar\"\n"+
+			"SPL\t09/01/2024\tTest Account3\t\t-23.45\t\n"+
+			"ENDTRNS\t\t\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+	assert.Equal(t, 2, len(allNewTransactions))
+	assert.Equal(t, "foo\ttest#bar", allNewTransactions[0].Comment)
+	assert.Equal(t, "foo    bar\t#test", allNewTransactions[1].Comment)
+
+	allNewTransactions, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tNAME\tAMOUNT\tMEMO\n"+
+			"!SPL\tDATE\tACCNT\tNAME\tAMOUNT\tMEMO\n"+
+			"!ENDTRNS\t\t\t\t\t\n"+
+			"TRNS\t09/01/2024\tTest Account\tTest\t123.45\t\n"+
+			"SPL\t09/01/2024\tTest Account2\t\t-100.00\t\"test\"\n"+
+			"SPL\t09/01/2024\tTest Account3\tfoo\t-12.34\t\n"+
+			"SPL\t09/01/2024\tTest Account4\t\t-11.11\t\n"+
+			"ENDTRNS\t\t\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+
+	assert.Nil(t, err)
+	assert.Equal(t, 3, len(allNewTransactions))
+	assert.Equal(t, "test", allNewTransactions[0].Comment)
+	assert.Equal(t, "foo", allNewTransactions[1].Comment)
+	assert.Equal(t, "Test", allNewTransactions[2].Comment)
+}
+
+func TestIIFTransactionDataFileParseImportedData_NotSupportedSplitTransaction(t *testing.T) {
+	converter := IifTransactionDataFileImporter
+	context := core.NewNullContext()
+
+	user := &models.User{
+		Uid:             1234567890,
+		DefaultCurrency: "CNY",
+	}
+
+	// Opening balance transaction
 	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tTRNSTYPE\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tTRNSTYPE\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\t\n"+
+			"TRNS\tBEGINBALCHECK\t09/01/2024\tTest Account\t123.45\n"+
+			"SPL\tBEGINBALCHECK\t09/01/2024\tTest Account2\t-100.00\n"+
+			"SPL\tBEGINBALCHECK\t09/01/2024\tTest Account3\t-23.45\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrNotSupportedSplitTransactions.Message)
+
+	// Transaction with invalid amount
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\n"+
+			"TRNS\t09/01/2024\tTest Account\t123 45\n"+
+			"SPL\t09/01/2024\tTest Account2\t-100.00\n"+
+			"SPL\t09/01/2024\tTest Account3\t-23.45\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+
+	// Transaction split data with invalid amount
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
 		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
 			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
 			"!ENDTRNS\t\t\t\n"+
 			"TRNS\t09/01/2024\tTest Account\t123.45\n"+
+			"SPL\t09/01/2024\tTest Account2\t-100 00\n"+
+			"SPL\t09/01/2024\tTest Account3\t-23.45\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrAmountInvalid.Message)
+
+	// Transaction amount not equal to sum of split data amount
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\n"+
+			"TRNS\t09/01/2024\tTest Account\t123.00\n"+
 			"SPL\t09/01/2024\tTest Account2\t-100.00\n"+
 			"SPL\t09/01/2024\tTest Account3\t-23.45\n"+
 			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
@@ -515,7 +753,7 @@ func TestIIFTransactionDataFileParseImportedData_InvalidDataLines(t *testing.T)
 		DefaultCurrency: "CNY",
 	}
 
-	// Missing Transaction Line
+	//Missing Transaction Line
 	_, _, _, _, _, _, err := converter.ParseImportedData(context, user, []byte(
 		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
 			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
@@ -524,6 +762,14 @@ func TestIIFTransactionDataFileParseImportedData_InvalidDataLines(t *testing.T)
 			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
 	assert.EqualError(t, err, errs.ErrInvalidIIFFile.Message)
 
+	// Missing Transaction And Split Line
+	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
+		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+
+			"!SPL\tDATE\tACCNT\tAMOUNT\n"+
+			"!ENDTRNS\t\t\t\n"+
+			"ENDTRNS\t\t\t\n"), 0, nil, nil, nil, nil, nil)
+	assert.EqualError(t, err, errs.ErrInvalidIIFFile.Message)
+
 	// Missing Split Line
 	_, _, _, _, _, _, err = converter.ParseImportedData(context, user, []byte(
 		"!TRNS\tDATE\tACCNT\tAMOUNT\n"+

pkg/converters/iif/iif_transaction_data_table.go

@@ -3,6 +3,7 @@ package iif
 import (
 	"fmt"
 	"strings"
+	"time"
 
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -59,6 +60,7 @@ type iifTransactionDataRowIterator struct {
 	dataTable             *iifTransactionDataTable
 	currentDatasetIndex   int
 	currentIndexInDataset int
+	currentSplitDataIndex int
 }
 
 // HasColumn returns whether the transaction data table has specified column
@@ -72,8 +74,15 @@ func (t *iifTransactionDataTable) TransactionRowCount() int {
 	totalDataRowCount := 0
 
 	for i := 0; i < len(t.transactionDatasets); i++ {
-		transactions := t.transactionDatasets[i]
-		totalDataRowCount += len(transactions.transactions)
+		datasets := t.transactionDatasets[i]
+
+		for j := 0; j < len(datasets.transactions); j++ {
+			transaction := datasets.transactions[j]
+
+			if transaction.splitData != nil {
+				totalDataRowCount += len(transaction.splitData)
+			}
+		}
 	}
 
 	return totalDataRowCount
@@ -84,7 +93,8 @@ func (t *iifTransactionDataTable) TransactionRowIterator() datatable.Transaction
 	return &iifTransactionDataRowIterator{
 		dataTable:             t,
 		currentDatasetIndex:   0,
-		currentIndexInDataset: -1,
+		currentIndexInDataset: 0,
+		currentSplitDataIndex: -1,
 	}
 }
 
@@ -116,6 +126,9 @@ func (t *iifTransactionDataRowIterator) HasNext() bool {
 
 	if t.currentIndexInDataset+1 < len(currentDataset.transactions) {
 		return true
+	} else if t.currentIndexInDataset < len(currentDataset.transactions) &&
+		t.currentSplitDataIndex+1 < len(currentDataset.transactions[t.currentIndexInDataset].splitData) {
+		return true
 	}
 
 	for i := t.currentDatasetIndex + 1; i < len(allDatasets); i++ {
@@ -134,20 +147,29 @@ func (t *iifTransactionDataRowIterator) HasNext() bool {
 // Next returns the next imported data row
 func (t *iifTransactionDataRowIterator) Next(ctx core.Context, user *models.User) (daraRow datatable.TransactionDataRow, err error) {
 	allDatasets := t.dataTable.transactionDatasets
-	currentIndexInDataset := t.currentIndexInDataset
 
 	for i := t.currentDatasetIndex; i < len(allDatasets); i++ {
+		foundNextRow := false
 		dataset := allDatasets[i]
 
-		if currentIndexInDataset+1 < len(dataset.transactions) {
+		for j := t.currentIndexInDataset; j < len(dataset.transactions); j++ {
+			if t.currentSplitDataIndex+1 < len(dataset.transactions[j].splitData) {
+				t.currentSplitDataIndex++
+				foundNextRow = true
+				break
+			}
+
 			t.currentIndexInDataset++
-			currentIndexInDataset = t.currentIndexInDataset
+			t.currentSplitDataIndex = -1
+		}
+
+		if foundNextRow {
 			break
 		}
 
 		t.currentDatasetIndex++
-		t.currentIndexInDataset = -1
-		currentIndexInDataset = -1
+		t.currentIndexInDataset = 0
+		t.currentSplitDataIndex = -1
 	}
 
 	if t.currentDatasetIndex >= len(allDatasets) {
@@ -161,9 +183,28 @@ func (t *iifTransactionDataRowIterator) Next(ctx core.Context, user *models.User
 	}
 
 	data := currentDataset.transactions[t.currentIndexInDataset]
-	rowItems, err := t.parseTransaction(ctx, user, currentDataset, data)
+
+	if len(data.splitData) < 1 {
+		log.Errorf(ctx, "[iif_transaction_data_table.Next] cannot parsing transaction in row#%d (dataset#%d), because split data is empty", t.currentIndexInDataset, t.currentDatasetIndex)
+		return nil, errs.ErrInvalidIIFFile
+	}
+
+	if t.currentSplitDataIndex >= len(data.splitData) {
+		return nil, nil
+	}
+
+	if len(data.splitData) > 1 {
+		_, err := t.isSplitTransactionSupported(ctx, currentDataset, data)
+
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	rowItems, err := t.parseTransaction(ctx, user, currentDataset, data, t.currentSplitDataIndex)
 
 	if err != nil {
+		log.Errorf(ctx, "[iif_transaction_data_table.Next] cannot parsing transaction in row#%d-split#%d (dataset#%d), because %s", t.currentIndexInDataset, t.currentSplitDataIndex, t.currentDatasetIndex, err.Error())
 		return nil, err
 	}
 
@@ -173,13 +214,7 @@ func (t *iifTransactionDataRowIterator) Next(ctx core.Context, user *models.User
 	}, nil
 }
 
-func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user *models.User, dataset *iifTransactionDataset, transactionData *iifTransactionData) (map[datatable.TransactionDataTableColumn]string, error) {
-	if len(transactionData.splitData) < 1 {
-		return nil, errs.ErrInvalidIIFFile
-	} else if len(transactionData.splitData) > 1 {
-		return nil, errs.ErrNotSupportedSplitTransactions
-	}
-
+func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user *models.User, dataset *iifTransactionDataset, transactionData *iifTransactionData, splitDataIndex int) (map[datatable.TransactionDataTableColumn]string, error) {
 	var err error
 
 	data := make(map[datatable.TransactionDataTableColumn]string, len(iifTransactionSupportedColumns))
@@ -189,18 +224,18 @@ func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 		return nil, err
 	}
 
-	transactionType, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionTypeColumnName)
-	accountName1, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionAccountNameColumnName)
-	accountName2, _ := dataset.getSplitDataItemValue(transactionData.splitData[0], iifTransactionAccountNameColumnName)
-	amount1, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionAmountColumnName)
-	amount2, _ := dataset.getSplitDataItemValue(transactionData.splitData[0], iifTransactionAmountColumnName)
-	amountNum1, err := utils.ParseAmount(strings.ReplaceAll(amount1, ",", ""))
+	transactionType, _ := dataset.getSplitDataItemValue(transactionData.splitData[splitDataIndex], iifTransactionTypeColumnName)
+	mainAccountName, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionAccountNameColumnName)
+	splitAccountName, _ := dataset.getSplitDataItemValue(transactionData.splitData[splitDataIndex], iifTransactionAccountNameColumnName)
+	mainAmount, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionAmountColumnName)
+	splitAmount, _ := dataset.getSplitDataItemValue(transactionData.splitData[splitDataIndex], iifTransactionAmountColumnName)
+	mainAmountNum, err := parseAmount(mainAmount)
 
 	if err != nil {
 		return nil, errs.ErrAmountInvalid
 	}
 
-	amountNum2, err := utils.ParseAmount(strings.ReplaceAll(amount2, ",", ""))
+	splitAmountNum, err := parseAmount(splitAmount)
 
 	if err != nil {
 		return nil, errs.ErrAmountInvalid
@@ -208,24 +243,35 @@ func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 
 	if transactionType == iifTransactionTypeBeginningBalance { // balance modification
 		data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = iifTransactionTypeNameMapping[models.TRANSACTION_TYPE_MODIFY_BALANCE]
-		data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = accountName1
-		data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(amountNum1)
-	} else if t.dataTable.incomeAccountNames[accountName1] || t.dataTable.incomeAccountNames[accountName2] { // income
+		data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = mainAccountName
+		data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(mainAmountNum)
+	} else if (t.dataTable.incomeAccountNames[mainAccountName] && !t.dataTable.incomeAccountNames[splitAccountName] && !t.dataTable.expenseAccountNames[splitAccountName]) ||
+		(t.dataTable.incomeAccountNames[splitAccountName] && !t.dataTable.incomeAccountNames[mainAccountName] && !t.dataTable.expenseAccountNames[mainAccountName]) { // income
 		data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = iifTransactionTypeNameMapping[models.TRANSACTION_TYPE_INCOME]
 		categoryName := ""
 		accountName := ""
 		amountNum := int64(0)
 
-		if t.dataTable.incomeAccountNames[accountName1] && !t.dataTable.incomeAccountNames[accountName2] {
-			categoryName = accountName1
-			accountName = accountName2
-			amountNum = amountNum2
-		} else if t.dataTable.incomeAccountNames[accountName2] && !t.dataTable.incomeAccountNames[accountName1] {
-			categoryName = accountName2
-			accountName = accountName1
-			amountNum = amountNum1
+		if t.dataTable.incomeAccountNames[mainAccountName] && !t.dataTable.incomeAccountNames[splitAccountName] {
+			categoryName = mainAccountName
+			accountName = splitAccountName
+
+			if len(transactionData.splitData) > 1 {
+				amountNum = splitAmountNum
+			} else {
+				amountNum = -mainAmountNum
+			}
+		} else if t.dataTable.incomeAccountNames[splitAccountName] && !t.dataTable.incomeAccountNames[mainAccountName] {
+			categoryName = splitAccountName
+			accountName = mainAccountName
+
+			if len(transactionData.splitData) > 1 {
+				amountNum = -splitAmountNum
+			} else {
+				amountNum = mainAmountNum
+			}
 		} else {
-			log.Errorf(ctx, "[iif_transaction_data_table.parseTransaction] cannot parse transaction, because two accounts \"%s\" and \"%s\" are all income account", accountName1, accountName2)
+			log.Errorf(ctx, "[iif_transaction_data_table.parseTransaction] cannot parse transaction, because main account \"%s\" and split account \"%s\" are all income account", mainAccountName, splitAccountName)
 			return nil, errs.ErrInvalidIIFFile
 		}
 
@@ -240,22 +286,33 @@ func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 
 		data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = accountName
 		data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(amountNum)
-	} else if t.dataTable.expenseAccountNames[accountName1] || t.dataTable.expenseAccountNames[accountName2] { // expense
+	} else if (t.dataTable.expenseAccountNames[mainAccountName] && !t.dataTable.expenseAccountNames[splitAccountName] && !t.dataTable.incomeAccountNames[splitAccountName]) ||
+		(t.dataTable.expenseAccountNames[splitAccountName] && !t.dataTable.expenseAccountNames[mainAccountName] && !t.dataTable.incomeAccountNames[mainAccountName]) { // expense
 		data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = iifTransactionTypeNameMapping[models.TRANSACTION_TYPE_EXPENSE]
 		categoryName := ""
 		accountName := ""
 		amountNum := int64(0)
 
-		if t.dataTable.expenseAccountNames[accountName1] && !t.dataTable.expenseAccountNames[accountName2] {
-			categoryName = accountName1
-			accountName = accountName2
-			amountNum = amountNum2
-		} else if t.dataTable.expenseAccountNames[accountName2] && !t.dataTable.expenseAccountNames[accountName1] {
-			categoryName = accountName2
-			accountName = accountName1
-			amountNum = amountNum1
+		if t.dataTable.expenseAccountNames[mainAccountName] && !t.dataTable.expenseAccountNames[splitAccountName] {
+			categoryName = mainAccountName
+			accountName = splitAccountName
+
+			if len(transactionData.splitData) > 1 {
+				amountNum = -splitAmountNum
+			} else {
+				amountNum = mainAmountNum
+			}
+		} else if t.dataTable.expenseAccountNames[splitAccountName] && !t.dataTable.expenseAccountNames[mainAccountName] {
+			categoryName = splitAccountName
+			accountName = mainAccountName
+
+			if len(transactionData.splitData) > 1 {
+				amountNum = splitAmountNum
+			} else {
+				amountNum = -mainAmountNum
+			}
 		} else {
-			log.Errorf(ctx, "[iif_transaction_data_table.parseTransaction] cannot parse transaction, because two accounts \"%s\" and \"%s\" are all expense account", accountName1, accountName2)
+			log.Errorf(ctx, "[iif_transaction_data_table.parseTransaction] cannot parse transaction, because main account \"%s\" and split account \"%s\" are all expense account", mainAccountName, splitAccountName)
 			return nil, errs.ErrInvalidIIFFile
 		}
 
@@ -269,26 +326,57 @@ func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 		}
 
 		data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = accountName
-		data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amountNum)
+		data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(amountNum)
 	} else {
 		data[datatable.TRANSACTION_DATA_TABLE_TRANSACTION_TYPE] = iifTransactionTypeNameMapping[models.TRANSACTION_TYPE_TRANSFER]
 		data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY] = ""
+		amountNum := int64(0)
+		relatedAmountNum := int64(0)
+		mainAccountTransferToSplitAccount := false
 
-		if amountNum1 >= 0 {
-			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = accountName2
-			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amountNum2)
-			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = accountName1
-			data[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(amountNum1)
-		} else if amountNum2 >= 0 {
-			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = accountName1
-			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amountNum1)
-			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = accountName2
-			data[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(amountNum2)
+		if len(transactionData.splitData) > 1 {
+			amountNum = splitAmountNum
+			relatedAmountNum = splitAmountNum
+			mainAccountTransferToSplitAccount = amountNum >= 0
+		} else {
+			if mainAmountNum >= 0 {
+				amountNum = splitAmountNum
+				relatedAmountNum = mainAmountNum
+				mainAccountTransferToSplitAccount = false
+			} else if splitAmountNum >= 0 {
+				amountNum = mainAmountNum
+				relatedAmountNum = splitAmountNum
+				mainAccountTransferToSplitAccount = true
+			}
+		}
+
+		if mainAccountTransferToSplitAccount {
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = mainAccountName
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = splitAccountName
+		} else {
+			data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = splitAccountName
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = mainAccountName
+		}
+
+		if amountNum >= 0 {
+			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(amountNum)
+		} else {
+			data[datatable.TRANSACTION_DATA_TABLE_AMOUNT] = utils.FormatAmount(-amountNum)
+		}
+
+		if relatedAmountNum >= 0 {
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(relatedAmountNum)
+		} else {
+			data[datatable.TRANSACTION_DATA_TABLE_RELATED_AMOUNT] = utils.FormatAmount(-relatedAmountNum)
 		}
 	}
 
-	if memo, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionMemoColumnName); memo != "" {
+	if splitMemo, _ := dataset.getSplitDataItemValue(transactionData.splitData[splitDataIndex], iifTransactionMemoColumnName); splitMemo != "" {
+		data[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = splitMemo
+	} else if memo, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionMemoColumnName); memo != "" {
 		data[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = memo
+	} else if splitName, _ := dataset.getSplitDataItemValue(transactionData.splitData[splitDataIndex], iifTransactionNameColumnName); splitName != "" {
+		data[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = splitName
 	} else if name, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionNameColumnName); name != "" {
 		data[datatable.TRANSACTION_DATA_TABLE_DESCRIPTION] = name
 	} else {
@@ -298,6 +386,49 @@ func (t *iifTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 	return data, nil
 }
 
+func (t *iifTransactionDataRowIterator) isSplitTransactionSupported(ctx core.Context, dataset *iifTransactionDataset, transactionData *iifTransactionData) (bool, error) {
+	supportSplitTransactions := true
+	transactionType, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionTypeColumnName)
+
+	if transactionType == iifTransactionTypeBeginningBalance { // balance modification
+		supportSplitTransactions = false
+		log.Errorf(ctx, "[iif_transaction_data_table.isSplitTransactionSupported] cannot parse split balance modification transaction#%d (dataset#%d)", t.currentIndexInDataset, t.currentDatasetIndex)
+	} else {
+		transactionAmountStr, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionAmountColumnName)
+		transactionAmount, err := parseAmount(transactionAmountStr)
+
+		if err != nil {
+			log.Errorf(ctx, "[iif_transaction_data_table.isSplitTransactionSupported] cannot parsing transaction in row#%d (dataset#%d), because transaction amount \"%s\" is invalid", t.currentIndexInDataset, t.currentDatasetIndex, transactionAmountStr)
+			return false, errs.ErrAmountInvalid
+		}
+
+		splitTotalAmount := int64(0)
+
+		for i := 0; i < len(transactionData.splitData); i++ {
+			splitAmountStr, _ := dataset.getSplitDataItemValue(transactionData.splitData[i], iifTransactionAmountColumnName)
+			splitAmount, err := parseAmount(splitAmountStr)
+
+			if err != nil {
+				log.Errorf(ctx, "[iif_transaction_data_table.isSplitTransactionSupported] cannot parsing transaction in row#%d-split#%d (dataset#%d), because split amount \"%s\" is invalid", t.currentIndexInDataset, i, t.currentDatasetIndex, splitAmountStr)
+				return false, errs.ErrAmountInvalid
+			}
+
+			splitTotalAmount += splitAmount
+		}
+
+		if splitTotalAmount != -transactionAmount {
+			supportSplitTransactions = false
+			log.Errorf(ctx, "[iif_transaction_data_table.isSplitTransactionSupported] cannot parse split transaction#%d (dataset#%d), because the sum amount of each split data \"%d\" not equal to the transaction amount \"%d\"", t.currentIndexInDataset, t.currentDatasetIndex, splitTotalAmount, -transactionAmount)
+		}
+	}
+
+	if len(transactionData.splitData) > 1 && !supportSplitTransactions {
+		return false, errs.ErrNotSupportedSplitTransactions
+	}
+
+	return true, nil
+}
+
 func (t *iifTransactionDataRowIterator) parseTransactionTime(dataset *iifTransactionDataset, transactionData *iifTransactionData) (string, error) {
 	date, _ := dataset.getTransactionDataItemValue(transactionData, iifTransactionDateColumnName)
 	dateParts := strings.Split(date, "/")
@@ -316,6 +447,10 @@ func (t *iifTransactionDataRowIterator) parseTransactionTime(dataset *iifTransac
 		day = dateParts[2]
 	}
 
+	if len(year) == 2 {
+		year = utils.IntToString(time.Now().Year()/100) + year
+	}
+
 	if len(month) < 2 {
 		month = "0" + month
 	}
@@ -390,3 +525,7 @@ func getIncomeAndExpenseAccountNameMap(accountDatasets []*iifAccountDataset) (in
 
 	return incomeAccountNames, expenseAccountNames
 }
+
+func parseAmount(amount string) (int64, error) {
+	return utils.ParseAmount(strings.ReplaceAll(amount, ",", ""))
+}

pkg/converters/ofx/ofx_data_reader.go

@@ -20,8 +20,9 @@ import (
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
 )
 
-const ofxUnicodeEncoding = "unicode"
-const ofxUSAsciiEncoding = "usascii"
+const ofx1USAsciiEncoding = "usascii"
+const ofx1UnicodeEncoding = "unicode"
+const ofx1UTF8Encoding = "utf8" // non-standard ofx 1.x encoding, used by some banks (https://github.com/mayswind/ezbookkeeping/issues/48)
 const ofx1SGMLDataFormat = "OFXSGML"
 
 var ofx2HeaderPattern = regexp.MustCompile("<\\?OFX( +[A-Z]+=\"[^=]*\")* *\\?>")
@@ -231,7 +232,7 @@ func readOFX1FileHeader(ctx core.Context, data []byte) (fileHeader *ofxFileHeade
 		}
 	}
 
-	if fileEncoding == ofxUSAsciiEncoding {
+	if fileEncoding == ofx1USAsciiEncoding {
 		if utils.IsStringOnlyContainsDigits(fileCharset) {
 			fileCharset = "cp" + fileCharset
 		}
@@ -245,12 +246,18 @@ func readOFX1FileHeader(ctx core.Context, data []byte) (fileHeader *ofxFileHeade
 		if enc == nil {
 			enc = charmap.Windows1252
 		}
-	} else if fileEncoding == ofxUnicodeEncoding {
-		enc, _ = charset.Lookup(ofxUnicodeEncoding)
+	} else if fileEncoding == ofx1UnicodeEncoding {
+		enc, _ = charset.Lookup(ofx1UnicodeEncoding)
 
 		if enc == nil {
 			enc = unicode.UTF16(unicode.LittleEndian, unicode.IgnoreBOM)
 		}
+	} else if fileEncoding == ofx1UTF8Encoding {
+		enc, _ = charset.Lookup(ofx1UTF8Encoding)
+
+		if enc == nil {
+			enc = unicode.UTF8
+		}
 	} else {
 		log.Errorf(ctx, "[ofx_data_reader.readOFX1FileHeader] cannot parse ofx 1.x file, because encoding \"%s\" is unknown", fileEncoding)
 		return nil, nil, "", nil, errs.ErrInvalidOFXFile

pkg/converters/ofx/ofx_transaction_data_file_importer.go

@@ -1,7 +1,7 @@
 package ofx
 
 import (
-	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
@@ -23,7 +23,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the open financial exchange (ofx) file transaction data
-func (c *ofxTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *ofxTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	ofxDataReader, err := createNewOFXFileReader(ctx, data)
 
 	if err != nil {
@@ -42,7 +42,7 @@ func (c *ofxTransactionDataImporter) ParseImportedData(ctx core.Context, user *m
 		return nil, nil, nil, nil, nil, nil, err
 	}
 
-	dataTableImporter := datatable.CreateNewSimpleImporter(ofxTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(ofxTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/ofx/ofx_transaction_data_table.go

@@ -105,6 +105,7 @@ func (t *ofxTransactionDataRowIterator) Next(ctx core.Context, user *models.User
 	rowItems, err := t.parseTransaction(ctx, user, data)
 
 	if err != nil {
+		log.Errorf(ctx, "[ofx_transaction_table.Next] cannot parsing transaction in row#%d, because %s", t.currentIndex, err.Error())
 		return nil, err
 	}
 
@@ -151,9 +152,10 @@ func (t *ofxTransactionDataRowIterator) parseTransaction(ctx core.Context, user
 		return nil, errs.ErrAmountInvalid
 	}
 
-	amount, err := utils.ParseAmount(strings.ReplaceAll(ofxTransaction.Amount, ",", ".")) // ofx supports decimal point or comma to indicate the start of the fractional amount
+	amount, err := utils.ParseAmount(utils.TrimTrailingZerosInDecimal(strings.ReplaceAll(ofxTransaction.Amount, ",", "."))) // ofx supports decimal point or comma to indicate the start of the fractional amount
 
 	if err != nil {
+		log.Errorf(ctx, "[ofx_transaction_table.parseTransaction] cannot parsing transaction amount \"%s\", because %s", ofxTransaction.Amount, err.Error())
 		return nil, errs.ErrAmountInvalid
 	}
 

pkg/converters/qif/qif_transaction_data_file_importer.go

@@ -1,7 +1,7 @@
 package qif
 
 import (
-	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
 	"github.com/mayswind/ezbookkeeping/pkg/models"
 	"github.com/mayswind/ezbookkeeping/pkg/utils"
@@ -35,7 +35,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the quicken interchange format (qif) transaction data
-func (c *qifTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *qifTransactionDataImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	qifDataReader := createNewQifDataReader(data)
 	qifData, err := qifDataReader.read(ctx)
 
@@ -49,7 +49,7 @@ func (c *qifTransactionDataImporter) ParseImportedData(ctx core.Context, user *m
 		return nil, nil, nil, nil, nil, nil, err
 	}
 
-	dataTableImporter := datatable.CreateNewSimpleImporter(qifTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(qifTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/qif/qif_transaction_data_table.go

@@ -105,6 +105,7 @@ func (t *qifTransactionDataRowIterator) Next(ctx core.Context, user *models.User
 	rowItems, err := t.parseTransaction(ctx, user, data)
 
 	if err != nil {
+		log.Errorf(ctx, "[qif_transaction_data_table.Next] cannot parsing transaction in row#%d, because %s", t.currentIndex, err.Error())
 		return nil, err
 	}
 

pkg/converters/transaction_data_converters.go

@@ -2,8 +2,11 @@ package converters
 
 import (
 	"github.com/mayswind/ezbookkeeping/pkg/converters/alipay"
-	"github.com/mayswind/ezbookkeeping/pkg/converters/base"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/beancount"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/default"
+	"github.com/mayswind/ezbookkeeping/pkg/converters/dsv"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/feidee"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/fireflyIII"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/gnucash"
@@ -12,10 +15,11 @@ import (
 	"github.com/mayswind/ezbookkeeping/pkg/converters/qif"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/wechat"
 	"github.com/mayswind/ezbookkeeping/pkg/errs"
+	"github.com/mayswind/ezbookkeeping/pkg/models"
 )
 
 // GetTransactionDataExporter returns the transaction data exporter according to the file type
-func GetTransactionDataExporter(fileType string) base.TransactionDataExporter {
+func GetTransactionDataExporter(fileType string) converter.TransactionDataExporter {
 	if fileType == "csv" {
 		return _default.DefaultTransactionDataCSVFileConverter
 	} else if fileType == "tsv" {
@@ -26,7 +30,7 @@ func GetTransactionDataExporter(fileType string) base.TransactionDataExporter {
 }
 
 // GetTransactionDataImporter returns the transaction data importer according to the file type
-func GetTransactionDataImporter(fileType string) (base.TransactionDataImporter, error) {
+func GetTransactionDataImporter(fileType string) (converter.TransactionDataImporter, error) {
 	if fileType == "ezbookkeeping_csv" {
 		return _default.DefaultTransactionDataCSVFileConverter, nil
 	} else if fileType == "ezbookkeeping_tsv" {
@@ -47,10 +51,14 @@ func GetTransactionDataImporter(fileType string) (base.TransactionDataImporter,
 		return gnucash.GnuCashTransactionDataImporter, nil
 	} else if fileType == "firefly_iii_csv" {
 		return fireflyIII.FireflyIIITransactionDataCsvFileImporter, nil
+	} else if fileType == "beancount" {
+		return beancount.BeancountTransactionDataImporter, nil
 	} else if fileType == "feidee_mymoney_csv" {
 		return feidee.FeideeMymoneyAppTransactionDataCsvFileImporter, nil
 	} else if fileType == "feidee_mymoney_xls" {
 		return feidee.FeideeMymoneyWebTransactionDataXlsFileImporter, nil
+	} else if fileType == "feidee_mymoney_elecloud_xlsx" {
+		return feidee.FeideeMymoneyElecloudTransactionDataXlsxFileImporter, nil
 	} else if fileType == "alipay_app_csv" {
 		return alipay.AlipayAppTransactionDataCsvFileImporter, nil
 	} else if fileType == "alipay_web_csv" {
@@ -61,3 +69,18 @@ func GetTransactionDataImporter(fileType string) (base.TransactionDataImporter,
 		return nil, errs.ErrImportFileTypeNotSupported
 	}
 }
+
+// IsCustomDelimiterSeparatedValuesFileType returns whether the file type is the delimiter-separated values file type
+func IsCustomDelimiterSeparatedValuesFileType(fileType string) bool {
+	return dsv.IsDelimiterSeparatedValuesFileType(fileType)
+}
+
+// CreateNewDelimiterSeparatedValuesDataParser returns a new delimiter-separated values data parser according to the file type and encoding
+func CreateNewDelimiterSeparatedValuesDataParser(fileType string, fileEncoding string) (dsv.CustomTransactionDataDsvFileParser, error) {
+	return dsv.CreateNewCustomTransactionDataDsvFileParser(fileType, fileEncoding)
+}
+
+// CreateNewDelimiterSeparatedValuesDataImporter returns a new delimiter-separated values data importer according to the file type and encoding
+func CreateNewDelimiterSeparatedValuesDataImporter(fileType string, fileEncoding string, columnIndexMapping map[datatable.TransactionDataTableColumn]int, transactionTypeNameMapping map[string]models.TransactionType, hasHeaderLine bool, timeFormat string, timezoneFormat string, amountDecimalSeparator string, amountDigitGroupingSymbol string, geoLocationSeparator string, transactionTagSeparator string) (converter.TransactionDataImporter, error) {
+	return dsv.CreateNewCustomTransactionDataDsvFileImporter(fileType, fileEncoding, columnIndexMapping, transactionTypeNameMapping, hasHeaderLine, timeFormat, timezoneFormat, amountDecimalSeparator, amountDigitGroupingSymbol, geoLocationSeparator, transactionTagSeparator)
+}

pkg/converters/wechat/wechat_pay_transaction_data_csv_file_importer.go

@@ -8,6 +8,7 @@ import (
 	"io"
 	"strings"
 
+	"github.com/mayswind/ezbookkeeping/pkg/converters/converter"
 	csvdatatable "github.com/mayswind/ezbookkeeping/pkg/converters/csv"
 	"github.com/mayswind/ezbookkeeping/pkg/converters/datatable"
 	"github.com/mayswind/ezbookkeeping/pkg/core"
@@ -44,7 +45,7 @@ var (
 )
 
 // ParseImportedData returns the imported data by parsing the wechat pay transaction csv data
-func (c *wechatPayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]*models.TransactionCategory, incomeCategoryMap map[string]*models.TransactionCategory, transferCategoryMap map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
+func (c *wechatPayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Context, user *models.User, data []byte, defaultTimezoneOffset int16, accountMap map[string]*models.Account, expenseCategoryMap map[string]map[string]*models.TransactionCategory, incomeCategoryMap map[string]map[string]*models.TransactionCategory, transferCategoryMap map[string]map[string]*models.TransactionCategory, tagMap map[string]*models.TransactionTag) (models.ImportedTransactionSlice, []*models.Account, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionCategory, []*models.TransactionTag, error) {
 	fallback := unicode.UTF8.NewDecoder()
 	reader := transform.NewReader(bytes.NewReader(data), unicode.BOMOverride(fallback))
 
@@ -67,7 +68,7 @@ func (c *wechatPayTransactionDataCsvFileImporter) ParseImportedData(ctx core.Con
 
 	transactionRowParser := createWeChatPayTransactionDataRowParser()
 	transactionDataTable := datatable.CreateNewCommonTransactionDataTable(commonDataTable, wechatPayTransactionSupportedColumns, transactionRowParser)
-	dataTableImporter := datatable.CreateNewSimpleImporter(wechatPayTransactionTypeNameMapping)
+	dataTableImporter := converter.CreateNewSimpleImporterWithTypeNameMapping(wechatPayTransactionTypeNameMapping)
 
 	return dataTableImporter.ParseImportedData(ctx, user, transactionDataTable, defaultTimezoneOffset, accountMap, expenseCategoryMap, incomeCategoryMap, transferCategoryMap, tagMap)
 }

pkg/converters/wechat/wechat_pay_transaction_data_row_parser.go

@@ -109,7 +109,7 @@ func (t *weChatPayTransactionDataRowParser) Parse(ctx core.Context, user *models
 				data[datatable.TRANSACTION_DATA_TABLE_ACCOUNT_NAME] = localeTextItems.DataConverterTextItems.WeChatWallet
 				data[datatable.TRANSACTION_DATA_TABLE_RELATED_ACCOUNT_NAME] = relatedAccountName
 			} else {
-				log.Warnf(ctx, "[wechat_pay_transaction_data_row_parser.Parse] skip parsing transaction in row \"%s\", because unkown transfer transaction category \"%s\"", rowId, data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY])
+				log.Warnf(ctx, "[wechat_pay_transaction_data_row_parser.Parse] skip parsing transaction in row \"%s\", because unknown transfer transaction category \"%s\"", rowId, data[datatable.TRANSACTION_DATA_TABLE_SUB_CATEGORY])
 				return nil, false, nil
 			}
 		} else {

pkg/core/context_cli.go

@@ -1,12 +1,15 @@
 package core
 
 import (
-	"github.com/urfave/cli/v2"
+	"context"
+
+	"github.com/urfave/cli/v3"
 )
 
 // CliContext represents the command-line context
 type CliContext struct {
-	*cli.Context
+	context.Context
+	command *cli.Command
 }
 
 // GetContextId returns the current context id
@@ -19,9 +22,25 @@ func (c *CliContext) GetClientLocale() string {
 	return ""
 }
 
+// Bool returns the boolean value of parameter
+func (c *CliContext) Bool(name string) bool {
+	return c.command.Bool(name)
+}
+
+// Int returns the integer value of parameter
+func (c *CliContext) Int(name string) int {
+	return c.command.Int(name)
+}
+
+// String returns the string value of parameter
+func (c *CliContext) String(name string) string {
+	return c.command.String(name)
+}
+
 // WrapCliContext returns a context wrapped by this file
-func WrapCilContext(cliCtx *cli.Context) *CliContext {
+func WrapCilContext(ctx context.Context, cmd *cli.Command) *CliContext {
 	return &CliContext{
-		Context: cliCtx,
+		Context: ctx,
+		command: cmd,
 	}
 }

pkg/core/coordinate.go

@@ -0,0 +1,42 @@
+package core
+
+import "fmt"
+
+// CoordinateDisplayType represents the display type of geographic coordinates
+type CoordinateDisplayType byte
+
+// Coordinate Display Type
+const (
+	COORDINATE_DISPLAY_TYPE_DEFAULT                                    CoordinateDisplayType = 0
+	COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DECIMAL_DEGREES         CoordinateDisplayType = 1
+	COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DECIMAL_DEGREES         CoordinateDisplayType = 2
+	COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DECIMAL_MINUTES         CoordinateDisplayType = 3
+	COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DECIMAL_MINUTES         CoordinateDisplayType = 4
+	COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DEGREES_MINUTES_SECONDS CoordinateDisplayType = 5
+	COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DEGREES_MINUTES_SECONDS CoordinateDisplayType = 6
+	COORDINATE_DISPLAY_TYPE_INVALID                                    CoordinateDisplayType = 255
+)
+
+// String returns a textual representation of the geographic coordinates display type enum
+func (d CoordinateDisplayType) String() string {
+	switch d {
+	case COORDINATE_DISPLAY_TYPE_DEFAULT:
+		return "Default"
+	case COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DECIMAL_DEGREES:
+		return "Latitude Longitude (Decimal Degrees)"
+	case COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DECIMAL_DEGREES:
+		return "Longitude Latitude (Decimal Degrees)"
+	case COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DECIMAL_MINUTES:
+		return "Latitude Longitude (Decimal Minutes)"
+	case COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DECIMAL_MINUTES:
+		return "Longitude Latitude (Decimal Minutes)"
+	case COORDINATE_DISPLAY_TYPE_LATITUDE_LONGITUDE_DEGREES_MINUTES_SECONDS:
+		return "Latitude Longitude (Degrees Minutes Seconds)"
+	case COORDINATE_DISPLAY_TYPE_LONGITUDE_LATITUDE_DEGREES_MINUTES_SECONDS:
+		return "Longitude Latitude (Degrees Minutes Seconds)"
+	case COORDINATE_DISPLAY_TYPE_INVALID:
+		return "Invalid"
+	default:
+		return fmt.Sprintf("Invalid(%d)", int(d))
+	}
+}

pkg/core/handler.go

@@ -15,6 +15,9 @@ type MiddlewareHandlerFunc func(*WebContext)
 // ApiHandlerFunc represents the api handler function
 type ApiHandlerFunc func(*WebContext) (any, *errs.Error)
 
+// EventStreamApiHandlerFunc represents the event stream api handler function
+type EventStreamApiHandlerFunc func(*WebContext) *errs.Error
+
 // DataHandlerFunc represents the handler function that returns file data byte array and file name
 type DataHandlerFunc func(*WebContext) ([]byte, string, *errs.Error)
 

pkg/core/numeral.go

@@ -12,7 +12,6 @@ const (
 	DECIMAL_SEPARATOR_DEFAULT DecimalSeparator = 0
 	DECIMAL_SEPARATOR_DOT     DecimalSeparator = 1
 	DECIMAL_SEPARATOR_COMMA   DecimalSeparator = 2
-	DECIMAL_SEPARATOR_SPACE   DecimalSeparator = 3
 	DECIMAL_SEPARATOR_INVALID DecimalSeparator = 255
 )
 
@@ -25,8 +24,6 @@ func (f DecimalSeparator) String() string {
 		return "Dot"
 	case DECIMAL_SEPARATOR_COMMA:
 		return "Comma"
-	case DECIMAL_SEPARATOR_SPACE:
-		return "Space"
 	case DECIMAL_SEPARATOR_INVALID:
 		return "Invalid"
 	default:

pkg/core/task_process.go

@@ -0,0 +1,4 @@
+package core
+
+// TaskProcessUpdateHandler represents the task process update handler
+type TaskProcessUpdateHandler func(currentProcess float64)

pkg/core/user_feature_restriction.go

@@ -0,0 +1,120 @@
+package core
+
+import (
+	"fmt"
+	"strconv"
+	"strings"
+)
+
+// UserFeatureRestrictions represents all the restrictions of user features
+type UserFeatureRestrictions uint64
+
+// Add returns a new feature restrictions with the specified feature
+func (r UserFeatureRestrictions) Add(featureRestrictionType UserFeatureRestrictionType) UserFeatureRestrictions {
+	typeValue := uint64(1 << (featureRestrictionType - 1))
+	return UserFeatureRestrictions(uint64(r) | typeValue)
+}
+
+// Remove returns a new feature restrictions without the specified feature
+func (r UserFeatureRestrictions) Remove(featureRestrictionType UserFeatureRestrictionType) UserFeatureRestrictions {
+	typeValue := uint64(1 << (featureRestrictionType - 1))
+	return UserFeatureRestrictions(uint64(r) & (^typeValue))
+}
+
+// Contains returns whether contains the specified feature
+func (r UserFeatureRestrictions) Contains(featureRestrictionType UserFeatureRestrictionType) bool {
+	typeValue := uint64(1 << (featureRestrictionType - 1))
+	return uint64(r)&typeValue == typeValue
+}
+
+// String returns a textual representation of all the restrictions of user features
+func (r UserFeatureRestrictions) String() string {
+	builder := strings.Builder{}
+
+	for restrictionType := USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD; restrictionType <= USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA; restrictionType++ {
+		if !r.Contains(restrictionType) {
+			continue
+		}
+
+		if builder.Len() > 0 {
+			builder.WriteRune(',')
+		}
+
+		builder.WriteString(restrictionType.String())
+	}
+
+	return builder.String()
+}
+
+// ParseUserFeatureRestrictions returns restrictions of user features according to the textual restrictions of user features  separated by commas
+func ParseUserFeatureRestrictions(featureRestrictions string) UserFeatureRestrictions {
+	if len(featureRestrictions) < 1 {
+		return 0
+	}
+
+	restrictions := uint64(0)
+	typeValues := strings.Split(featureRestrictions, ",")
+
+	for i := 0; i < len(typeValues); i++ {
+		value, err := strconv.ParseInt(typeValues[i], 10, 64)
+
+		if err != nil {
+			continue
+		}
+
+		if uint64(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD) <= uint64(value) && uint64(value) <= uint64(USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA) {
+			typeValue := uint64(1 << (value - 1))
+			restrictions = restrictions | typeValue
+		}
+	}
+
+	return UserFeatureRestrictions(restrictions)
+}
+
+// UserFeatureRestrictionType represents the restriction type of user features
+type UserFeatureRestrictionType uint64
+
+// User Feature Restriction Type
+const (
+	USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD           UserFeatureRestrictionType = 1
+	USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL              UserFeatureRestrictionType = 2
+	USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO UserFeatureRestrictionType = 3
+	USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR             UserFeatureRestrictionType = 4
+	USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION      UserFeatureRestrictionType = 5
+	USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA                UserFeatureRestrictionType = 6
+	USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA               UserFeatureRestrictionType = 7
+	USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD           UserFeatureRestrictionType = 8
+	USER_FEATURE_RESTRICTION_TYPE_IMPORT_TRANSACTION        UserFeatureRestrictionType = 9
+	USER_FEATURE_RESTRICTION_TYPE_EXPORT_TRANSACTION        UserFeatureRestrictionType = 10
+	USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA            UserFeatureRestrictionType = 11
+)
+
+// String returns a textual representation of the restriction type of user features
+func (t UserFeatureRestrictionType) String() string {
+	switch t {
+	case USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD:
+		return "Update Password"
+	case USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL:
+		return "Update Email"
+	case USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO:
+		return "Update Profile Basic Info"
+	case USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR:
+		return "Update Avatar"
+	case USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION:
+		return "Logout Other Session"
+	case USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA:
+		return "Enable Two-Factor Authentication"
+	case USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA:
+		return "Disable Enable Two-Factor Authentication"
+	case USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD:
+		return "Forget Password"
+	case USER_FEATURE_RESTRICTION_TYPE_IMPORT_TRANSACTION:
+		return "Import Transactions"
+	case USER_FEATURE_RESTRICTION_TYPE_EXPORT_TRANSACTION:
+		return "Export Transactions"
+	case USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA:
+		return "Clear All Data"
+	default:
+		return fmt.Sprintf("Invalid(%d)", int(t))
+	}
+}

pkg/core/user_feature_restriction_test.go

@@ -0,0 +1,118 @@
+package core
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestUserFeatureRestrictionsAdd(t *testing.T) {
+	var featureRestrictions UserFeatureRestrictions
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD)
+	expectedValue := UserFeatureRestrictions(1)
+	assert.Equal(t, expectedValue, featureRestrictions)
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD)
+	expectedValue = UserFeatureRestrictions(255)
+	assert.Equal(t, expectedValue, featureRestrictions)
+}
+
+func TestUserFeatureRestrictionsRemove(t *testing.T) {
+	var featureRestrictions UserFeatureRestrictions
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION)
+	expectedValue := UserFeatureRestrictions(1)
+	assert.Equal(t, expectedValue, featureRestrictions)
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA)
+	featureRestrictions = featureRestrictions.Remove(USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA)
+	expectedValue = UserFeatureRestrictions(153)
+	assert.Equal(t, expectedValue, featureRestrictions)
+}
+
+func TestUserFeatureRestrictionsContains(t *testing.T) {
+	var featureRestrictions UserFeatureRestrictions
+	assert.False(t, featureRestrictions.Contains(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD))
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD)
+	assert.True(t, featureRestrictions.Contains(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD))
+	assert.False(t, featureRestrictions.Contains(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO))
+}
+
+func TestUserFeatureRestrictionsString(t *testing.T) {
+	var featureRestrictions UserFeatureRestrictions
+	expectedValue := ""
+	actualValue := featureRestrictions.String()
+	assert.Equal(t, expectedValue, actualValue)
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PASSWORD)
+	expectedValue = "Update Password"
+	actualValue = featureRestrictions.String()
+	assert.Equal(t, expectedValue, actualValue)
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_FORGET_PASSWORD)
+	expectedValue = "Update Password,Forget Password"
+	actualValue = featureRestrictions.String()
+	assert.Equal(t, expectedValue, actualValue)
+
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_EMAIL)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_PROFILE_BASIC_INFO)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_UPDATE_AVATAR)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_REVOKE_OTHER_SESSION)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_ENABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_DISABLE_2FA)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_IMPORT_TRANSACTION)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_EXPORT_TRANSACTION)
+	featureRestrictions = featureRestrictions.Add(USER_FEATURE_RESTRICTION_TYPE_CLEAR_ALL_DATA)
+	expectedValue = "Update Password," +
+		"Update Email," +
+		"Update Profile Basic Info," +
+		"Update Avatar," +
+		"Logout Other Session," +
+		"Enable Two-Factor Authentication," +
+		"Disable Enable Two-Factor Authentication," +
+		"Forget Password," +
+		"Import Transactions," +
+		"Export Transactions," +
+		"Clear All Data"
+	actualValue = featureRestrictions.String()
+	assert.Equal(t, expectedValue, actualValue)
+}
+
+func TestParseUserFeatureRestrictions(t *testing.T) {
+	expectedValue := UserFeatureRestrictions(0)
+	actualValue := ParseUserFeatureRestrictions("")
+	assert.Equal(t, expectedValue, actualValue)
+
+	expectedValue = UserFeatureRestrictions(1)
+	actualValue = ParseUserFeatureRestrictions("1")
+	assert.Equal(t, expectedValue, actualValue)
+
+	expectedValue = UserFeatureRestrictions(1)
+	actualValue = ParseUserFeatureRestrictions("1,20")
+	assert.Equal(t, expectedValue, actualValue)
+
+	expectedValue = UserFeatureRestrictions(255)
+	actualValue = ParseUserFeatureRestrictions("1,2,3,4,5,6,7,8,20,21,22")
+	assert.Equal(t, expectedValue, actualValue)
+
+	expectedValue = UserFeatureRestrictions(255)
+	actualValue = ParseUserFeatureRestrictions("1,2,3,4,5,6,7,8,a,b,20")
+	assert.Equal(t, expectedValue, actualValue)
+}

pkg/cron/cron_log.go

@@ -15,22 +15,22 @@ type GocronLoggerAdapter struct {
 
 // Debug logs debug log
 func (logger GocronLoggerAdapter) Debug(msg string, args ...any) {
-	log.Debugf(core.NewNullContext(), logger.getFinalLog(msg, args...))
+	log.Debugf(core.NewNullContext(), "%s", logger.getFinalLog(msg, args...))
 }
 
 // Info logs info log
 func (logger GocronLoggerAdapter) Info(msg string, args ...any) {
-	log.Infof(core.NewNullContext(), logger.getFinalLog(msg, args...))
+	log.Infof(core.NewNullContext(), "%s", logger.getFinalLog(msg, args...))
 }
 
 // Warn logs warn log
 func (logger GocronLoggerAdapter) Warn(msg string, args ...any) {
-	log.Warnf(core.NewNullContext(), logger.getFinalLog(msg, args...))
+	log.Warnf(core.NewNullContext(), "%s", logger.getFinalLog(msg, args...))
 }
 
 // Error logs error log
 func (logger GocronLoggerAdapter) Error(msg string, args ...any) {
-	log.Errorf(core.NewNullContext(), logger.getFinalLog(msg, args...))
+	log.Errorf(core.NewNullContext(), "%s", logger.getFinalLog(msg, args...))
 }
 
 func (logger GocronLoggerAdapter) getFinalLog(msg string, args ...any) string {

pkg/datastore/database.go

@@ -4,11 +4,13 @@ import (
 	"xorm.io/xorm"
 
 	"github.com/mayswind/ezbookkeeping/pkg/core"
+	"github.com/mayswind/ezbookkeeping/pkg/settings"
 )
 
 // Database represents a database instance
 type Database struct {
-	engineGroup *xorm.EngineGroup
+	databaseType string
+	engineGroup  *xorm.EngineGroup
 }
 
 // NewSession starts a new session with the specified context
@@ -41,3 +43,23 @@ func (db *Database) DoTransaction(c core.Context, fn func(sess *xorm.Session) er
 
 	return nil
 }
+
+// SetSavePoint sets a save point in the current transaction for Postgres
+func (db *Database) SetSavePoint(sess *xorm.Session, savePointName string) error {
+	if db.databaseType == settings.PostgresDbType {
+		_, err := sess.Exec("SAVEPOINT " + savePointName)
+		return err
+	}
+
+	return nil
+}
+
+// RollbackToSavePoint rolls back to the specified save point in the current transaction for Postgres
+func (db *Database) RollbackToSavePoint(sess *xorm.Session, savePointName string) error {
+	if db.databaseType == settings.PostgresDbType {
+		_, err := sess.Exec("ROLLBACK TO SAVEPOINT " + savePointName)
+		return err
+	}
+
+	return nil
+}

pkg/datastore/datastore_container.go

@@ -104,7 +104,8 @@ func initializeDatabase(dbConfig *settings.DatabaseConfig) (*Database, error) {
 	engineGroup.SetConnMaxLifetime(time.Duration(dbConfig.ConnectionMaxLifeTime) * time.Second)
 
 	return &Database{
-		engineGroup: engineGroup,
+		databaseType: dbConfig.DatabaseType,
+		engineGroup:  engineGroup,
 	}, nil
 }
 

pkg/duplicatechecker/duplicate_checker.go

@@ -6,6 +6,9 @@ import "time"
 type DuplicateChecker interface {
 	GetSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string) (bool, string)
 	SetSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string, remark string)
+	RemoveSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string)
 	GetOrSetCronJobRunningInfo(jobName string, runningInfo string, runningInterval time.Duration) (bool, string)
 	RemoveCronJobRunningInfo(jobName string)
+	GetFailureCount(failureKey string) uint32
+	IncreaseFailureCount(failureKey string) uint32
 }

pkg/duplicatechecker/duplicate_checker_container.go

@@ -34,11 +34,16 @@ func (c *DuplicateCheckerContainer) GetSubmissionRemark(checkerType DuplicateChe
 	return c.Current.GetSubmissionRemark(checkerType, uid, identification)
 }
 
-// SetSubmissionRemark saves the identification and remark to in-memory cache by the current duplicate checker
+// SetSubmissionRemark saves the identification and remark by the current duplicate checker
 func (c *DuplicateCheckerContainer) SetSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string, remark string) {
 	c.Current.SetSubmissionRemark(checkerType, uid, identification, remark)
 }
 
+// RemoveSubmissionRemark removes the identification and remark by the current duplicate checker
+func (c *DuplicateCheckerContainer) RemoveSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string) {
+	c.Current.RemoveSubmissionRemark(checkerType, uid, identification)
+}
+
 // GetOrSetCronJobRunningInfo returns the running info when the cron job is running or saves the running info by the current duplicate checker
 func (c *DuplicateCheckerContainer) GetOrSetCronJobRunningInfo(jobName string, runningInfo string, runningInterval time.Duration) (bool, string) {
 	return c.Current.GetOrSetCronJobRunningInfo(jobName, runningInfo, runningInterval)
@@ -48,3 +53,13 @@ func (c *DuplicateCheckerContainer) GetOrSetCronJobRunningInfo(jobName string, r
 func (c *DuplicateCheckerContainer) RemoveCronJobRunningInfo(jobName string) {
 	c.Current.RemoveCronJobRunningInfo(jobName)
 }
+
+// GetFailureCount returns the failure count of the specified failure key
+func (c *DuplicateCheckerContainer) GetFailureCount(failureKey string) uint32 {
+	return c.Current.GetFailureCount(failureKey)
+}
+
+// IncreaseFailureCount increases the failure count of the specified failure key
+func (c *DuplicateCheckerContainer) IncreaseFailureCount(failureKey string) uint32 {
+	return c.Current.IncreaseFailureCount(failureKey)
+}

pkg/duplicatechecker/duplicate_checker_type.go

@@ -7,9 +7,11 @@ type DuplicateCheckerType uint8
 const (
 	DUPLICATE_CHECKER_TYPE_BACKGROUND_CRON_JOB DuplicateCheckerType = 0
 	DUPLICATE_CHECKER_TYPE_NEW_ACCOUNT         DuplicateCheckerType = 1
-	DUPLICATE_CHECKER_TYPE_NEW_CATEGORY        DuplicateCheckerType = 2
-	DUPLICATE_CHECKER_TYPE_NEW_TRANSACTION     DuplicateCheckerType = 3
-	DUPLICATE_CHECKER_TYPE_NEW_TEMPLATE        DuplicateCheckerType = 4
-	DUPLICATE_CHECKER_TYPE_NEW_PICTURE         DuplicateCheckerType = 5
-	DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS DuplicateCheckerType = 6
+	DUPLICATE_CHECKER_TYPE_NEW_SUBACCOUNT      DuplicateCheckerType = 2
+	DUPLICATE_CHECKER_TYPE_NEW_CATEGORY        DuplicateCheckerType = 3
+	DUPLICATE_CHECKER_TYPE_NEW_TRANSACTION     DuplicateCheckerType = 4
+	DUPLICATE_CHECKER_TYPE_NEW_TEMPLATE        DuplicateCheckerType = 5
+	DUPLICATE_CHECKER_TYPE_NEW_PICTURE         DuplicateCheckerType = 6
+	DUPLICATE_CHECKER_TYPE_IMPORT_TRANSACTIONS DuplicateCheckerType = 7
+	DUPLICATE_CHECKER_TYPE_FAILURE_CHECK       DuplicateCheckerType = 255
 )

pkg/duplicatechecker/in_memory_duplicate_checker.go

@@ -42,6 +42,11 @@ func (c *InMemoryDuplicateChecker) SetSubmissionRemark(checkerType DuplicateChec
 	c.cache.Set(c.getCacheKey(checkerType, uid, identification), remark, cache.DefaultExpiration)
 }
 
+// RemoveSubmissionRemark removes the identification and remark in in-memory cache
+func (c *InMemoryDuplicateChecker) RemoveSubmissionRemark(checkerType DuplicateCheckerType, uid int64, identification string) {
+	c.cache.Delete(c.getCacheKey(checkerType, uid, identification))
+}
+
 // GetOrSetCronJobRunningInfo returns the running info when the cron job is running or saves the running info by the current duplicate checker
 func (c *InMemoryDuplicateChecker) GetOrSetCronJobRunningInfo(jobName string, runningInfo string, runningInterval time.Duration) (bool, string) {
 	c.mutex.Lock()
@@ -69,6 +74,34 @@ func (c *InMemoryDuplicateChecker) RemoveCronJobRunningInfo(jobName string) {
 	c.cache.Delete(c.getCacheKey(DUPLICATE_CHECKER_TYPE_BACKGROUND_CRON_JOB, 0, jobName))
 }
 
+// GetFailureCount returns the failure count of the specified failure key
+func (c *InMemoryDuplicateChecker) GetFailureCount(failureKey string) uint32 {
+	existedFailureCount, found := c.cache.Get(c.getCacheKey(DUPLICATE_CHECKER_TYPE_FAILURE_CHECK, 0, failureKey))
+
+	if found {
+		return existedFailureCount.(uint32)
+	}
+
+	return 0
+}
+
+// IncreaseFailureCount increases the failure count of the specified failure key
+func (c *InMemoryDuplicateChecker) IncreaseFailureCount(failureKey string) uint32 {
+	c.mutex.Lock()
+	defer c.mutex.Unlock()
+
+	cacheKey := c.getCacheKey(DUPLICATE_CHECKER_TYPE_FAILURE_CHECK, 0, failureKey)
+	_, found := c.cache.Get(cacheKey)
+
+	if found {
+		failureCount, _ := c.cache.IncrementUint32(cacheKey, uint32(1))
+		return failureCount
+	} else {
+		c.cache.Set(cacheKey, uint32(1), 1*time.Minute)
+		return 1
+	}
+}
+
 func (c *InMemoryDuplicateChecker) getCacheKey(checkerType DuplicateCheckerType, uid int64, identification string) string {
 	return fmt.Sprintf("%d|%d|%s", checkerType, uid, identification)
 }