CherryHQ-cherry-studio/docs/references/data

Data System Reference

This is the main entry point for Cherry Studio's data management documentation. The application uses four data systems based on data characteristics and loading requirements.

Quick Navigation

System Overview (Architecture)

• Boot Config Overview - Early boot configuration system
• Cache Overview - Three-tier caching architecture
• Preference Overview - User settings management
• DataApi Overview - Business data API architecture

Usage Guides (Code Examples)

• Cache Usage - useCache hooks, CacheService examples
• Preference Usage - usePreference hook, PreferenceService examples
• DataApi in Renderer - useQuery/useMutation, DataApiService
• DataApi in Main - Handlers, Services patterns

Reference Guides (Coding Standards)

• API Design Guidelines - RESTful design rules
• Database Patterns - DB naming, schema patterns, Write Serialization (withWriteTx) — required for concurrent write paths to avoid libsql #288 SQLITE_BUSY
• API Types - API type system, schemas, error handling
• Cache Schema Guide - Adding new cache keys (fixed and template)
• Preference Schema Guide - Adding new preference keys
• Boot Config Schema Guide - Adding new boot config keys
• Layered Preset Pattern - Presets with user overrides
• Default Values & Nullability - Column nullability rules, default value placement across DB / $defaultFn / service, PATCH derivation patterns
• Ordering Guide - Unified RESTful spec for sortable resources (fractional indexing)
• V2 Migration Guide - Migration system
• Database Seeding Guide - Seeding architecture, version strategies, adding new seeders

Testing

• Test Mocks - Unified mocks for Cache, Preference, and DataApi

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Choosing the Right System

Quick Decision Table

Service	Data Characteristics	Lifecycle	Data Loss Impact	Examples
BootConfigService	Process-level, pre-lifecycle	Permanent until changed	Low (can rebuild)	Hardware acceleration, Chromium flags, data directory
CacheService	Regenerable, temporary	≤ App process or survives restart	None to minimal	API responses, computed results, UI state
PreferenceService	User settings, key-value	Permanent until changed	Low (can rebuild)	Theme, language, font size, shortcuts
DataApiService	Business data, structured	Permanent	Severe (irreplaceable)	Topics, messages, files, knowledge base

Decision Flowchart

Ask these questions in order:

1. Must this setting be loaded before the lifecycle system takes over?

   • Yes → BootConfigService (process-level flags, Chromium switches, data directory)
   • No → Continue to #2

2. Can this data be regenerated or lost without affecting the user?

   • Yes → CacheService
   • No → Continue to #3

3. Is this a user-configurable setting that affects app behavior?

   • Yes → Does it have a fixed key and stable value structure?
     • Yes → PreferenceService
     • No (structure changes often) → DataApiService
   • No → Continue to #4

4. Is this business data created/accumulated through user activity?

   • Yes → DataApiService
   • No → Reconsider #2 (most data falls into one of these categories)

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System Characteristics

BootConfigService - Early Boot Configuration

Use BootConfigService when:

• Setting must be loaded synchronously before the lifecycle system takes over
• Setting affects process-level behavior that cannot change at runtime (Chromium flags, data directory)
• Setting cannot wait for database initialization

Key characteristics:

• Synchronous file-based loading (boot-config.json)
• Minimal key set — only process-level configuration
• Accessed through PreferenceService (BootConfig.* prefix) after lifecycle starts

// Early boot (src/main/index.ts) — direct access, only option at this stage
import { bootConfigService } from '@main/data/bootConfig'
if (bootConfigService.get('app.disable_hardware_acceleration')) {
  app.disableHardwareAcceleration()
}

// Renderer / lifecycle services — via PreferenceService (standard access)
const [disableHwAccel, setDisableHwAccel] = usePreference('BootConfig.app.disable_hardware_acceleration')

CacheService - Runtime & Cache Data

Use CacheService when:

• Data can be regenerated or lost without user impact
• No backup or cross-device synchronization needed
• Lifecycle is tied to component, window, or app session
• You need other main-process services to react to cache changes (subscribeChange / subscribeSharedChange)

Two sub-categories:

1. Performance cache: Computed results, API responses, expensive calculations
2. UI state cache: Temporary settings, scroll positions, panel states

Three tiers based on persistence needs:

• useCache (memory): Lost on app restart, per-renderer (no cross-window sync)
• useSharedCache (shared): Cross-window sharing via Main; lost on restart
• usePersistCache (persist): Survives app restart via localStorage (renderer-authoritative; Main only relays IPC sync)

// Good: Temporary computed results
const [searchResults, setSearchResults] = useCache('search.results', [])

// Good: UI state that can be lost
const [sidebarCollapsed, setSidebarCollapsed] = useSharedCache('ui.sidebar.collapsed', false)

// Good: Recent items (nice to have, not critical)
const [recentSearches, setRecentSearches] = usePersistCache('search.recent', [])

PreferenceService - User Preferences

Use PreferenceService when:

• Data is a user-modifiable setting that affects app behavior
• Structure is key-value with predefined keys (users modify values, not keys)
• Value structure is stable (won't change frequently)
• Data loss has low impact (user can reconfigure)

Key characteristics:

• Auto-syncs across all windows
• Each preference item should be atomic (one setting = one key)
• Values are typically: boolean, string, number, or simple array/object

// Good: App behavior settings
const [theme, setTheme] = usePreference('app.theme.mode')
const [language, setLanguage] = usePreference('app.language')
const [fontSize, setFontSize] = usePreference('chat.message.font_size')

// Good: Feature toggles
const [showTimestamp, setShowTimestamp] = usePreference('chat.display.show_timestamp')

DataApiService - User Data

Use DataApiService when:

• Data is business data accumulated through user activity
• Data is structured with dedicated schemas/tables
• Users can create, delete, modify records (no fixed limit)
• Data loss would be severe and irreplaceable
• Data volume can be large (potentially GBs)

Key characteristics:

• No automatic window sync (fetch on demand for fresh data)
• May contain sensitive data (encryption consideration)
• Requires proper CRUD operations and transactions

// Good: User-generated business data
const { data: topics } = useQuery('/topics')
const { trigger: createTopic } = useMutation('/topics', 'POST')

// Good: Conversation history (irreplaceable)
const { data: messages } = useQuery('/messages', { query: { topicId } })

// Good: User files and knowledge base
const { data: files } = useQuery('/files')

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Common Anti-patterns

Wrong Choice	Why It's Wrong	Correct Choice
Storing AI provider configs in Cache	User loses configured providers on restart	PreferenceService
Storing conversation history in Preferences	Unbounded growth, complex structure	DataApiService
Storing topic list in Preferences	User-created records, can grow large	DataApiService
Storing theme/language in DataApi	Overkill for simple key-value settings	PreferenceService
Storing API responses in DataApi	Regenerable data, doesn't need persistence	CacheService
Storing window positions in Preferences	Can be lost without impact	CacheService (persist tier)
Storing hardware acceleration flag in Preferences	Too late — must load before lifecycle takes over	BootConfigService
Storing user theme in BootConfig	Doesn't need early boot loading	PreferenceService
Using DataApi for window/process control	No database backing, pure side effects, retry is harmful	IPC handler
Using DataApi for external service calls	Side effects, no CRUD semantics, timeout mismatch	IPC handler
Using DataApi to wrap existing IPC calls	Adds indirection without value, confuses layering	Keep as IPC

Edge Cases

• Recently used items (e.g., recent files, recent searches): Use usePersistCache - nice to have but not critical if lost
• Draft content (e.g., unsaved message): Use useSharedCache for cross-window, consider auto-save to DataApi for recovery
• Computed statistics: Use useCache with TTL - regenerate when expired
• User-created templates/presets: Use DataApiService - user-generated content that can grow

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Architecture Overview

                              ┌─────────────────┐
                              │ React Components│
                              └─────────┬───────┘
                                        │
                              ┌─────────▼───────┐
                              │   React Hooks   │  ← useDataApi, usePreference('...'),
                              └─────────┬───────┘    usePreference('BootConfig.*'), useCache
                                        │
                              ┌─────────▼───────┐
                              │    Services     │  ← DataApiService, PreferenceService, CacheService
                              └─────────┬───────┘
                                        │
                              ┌─────────▼───────┐
                              │   IPC Layer     │  ← Main Process Communication
                              └────┬────────┬───┘
                                   │        │
              ┌────────────────────▼─┐  ┌───▼──────────────────────┐
              │ PreferenceService    │  │ Other Main Services      │
              │ (routes BootConfig.* │  │ (DataApi, Cache, etc.)   │
              │  to bootConfigService│  └──────────────────────────┘
              │  for boot config keys│
              └──────────┬───────────┘
                         │
         ┌───────────────▼─────────────┐
         │ BootConfigService                       │
         │ (sync load, ~/.cherrystudio/            │
         │  boot-config.json — also used directly  │
         │  in early boot before lifecycle)        │
         └─────────────────────────────────────────┘

Related Source Code

Type Definitions

• packages/shared/data/api/ - API type system
• packages/shared/data/bootConfig/ - Boot config type definitions and schemas
• packages/shared/data/cache/ - Cache type definitions and schemas (cacheSchemas.ts, cacheTypes.ts, cacheValueTypes.ts, templateKey.ts)
• packages/shared/data/preference/ - Preference type definitions

Main Process Implementation

• src/main/data/bootConfig/ - Boot config service
• src/main/data/api/ - API server and handlers
• src/main/data/CacheService.ts - Cache service
• src/main/data/PreferenceService.ts - Preference service (also routes BootConfig.* keys)
• src/main/data/db/ - Database schemas

Renderer Process Implementation

• src/renderer/src/data/DataApiService.ts - API client
• src/renderer/src/data/CacheService.ts - Cache service
• src/renderer/src/data/PreferenceService.ts - Preference service
• src/renderer/src/data/hooks/ - React hooks