F# Persistence Patterns

When to Use This Skill

Activate when:

• User requests "add database table", "save X to database"
• Implementing CRUD operations
• Need file-based storage
• Implementing event sourcing or audit logs
• Creating persistence layer for domain entities

SQLite with Dapper

Setup

Location:

src/Server/Persistence.fs

module Persistence

open System.Data
open Microsoft.Data.Sqlite
open Dapper
open Shared.Domain

let connectionString = "Data Source=./data/app.db;Mode=ReadWriteCreate"

let getConnection () : SqliteConnection =
    new SqliteConnection(connectionString)

let ensureDataDir () =
    let dir = "./data"
    if not (System.IO.Directory.Exists dir) then
        System.IO.Directory.CreateDirectory dir |> ignore

Initialize Database

let initializeDatabase () =
    ensureDataDir()
    use conn = getConnection()

    // Create tables
    conn.Execute("""
        CREATE TABLE IF NOT EXISTS TodoItems (
            Id INTEGER PRIMARY KEY AUTOINCREMENT,
            Title TEXT NOT NULL,
            Description TEXT,
            Priority INTEGER NOT NULL,
            Status INTEGER NOT NULL,
            CreatedAt TEXT NOT NULL,
            UpdatedAt TEXT NOT NULL
        )
    """) |> ignore

    // Create indexes
    conn.Execute("""
        CREATE INDEX IF NOT EXISTS idx_todos_status
        ON TodoItems(Status)
    """) |> ignore

CRUD Operations

Read All

let getAllTodos () : Async<TodoItem list> =
    async {
        use conn = getConnection()
        let! todos = conn.QueryAsync<TodoItem>(
            "SELECT * FROM TodoItems ORDER BY CreatedAt DESC"
        ) |> Async.AwaitTask
        return todos |> Seq.toList
    }

Read with Filter

let getActiveTodos () : Async<TodoItem list> =
    async {
        use conn = getConnection()
        let! todos = conn.QueryAsync<TodoItem>(
            "SELECT * FROM TodoItems WHERE Status = @Status",
            {| Status = int Active |}
        ) |> Async.AwaitTask
        return todos |> Seq.toList
    }

Read Single

let getTodoById (id: int) : Async<TodoItem option> =
    async {
        use conn = getConnection()
        let! todo = conn.QuerySingleOrDefaultAsync<TodoItem>(
            "SELECT * FROM TodoItems WHERE Id = @Id",
            {| Id = id |}
        ) |> Async.AwaitTask
        return if isNull (box todo) then None else Some todo
    }

Insert

let insertTodo (todo: TodoItem) : Async<TodoItem> =
    async {
        use conn = getConnection()
        let! id = conn.ExecuteScalarAsync<int64>(
            """INSERT INTO TodoItems (Title, Description, Priority, Status, CreatedAt, UpdatedAt)
               VALUES (@Title, @Description, @Priority, @Status, @CreatedAt, @UpdatedAt)
               RETURNING Id""",
            {|
                Title = todo.Title
                Description = todo.Description
                Priority = int todo.Priority
                Status = int todo.Status
                CreatedAt = todo.CreatedAt.ToString("o")
                UpdatedAt = todo.UpdatedAt.ToString("o")
            |}
        ) |> Async.AwaitTask
        return { todo with Id = int id }
    }

Update

let updateTodo (todo: TodoItem) : Async<unit> =
    async {
        use conn = getConnection()
        let! _ = conn.ExecuteAsync(
            """UPDATE TodoItems
               SET Title = @Title, Description = @Description,
                   Priority = @Priority, Status = @Status, UpdatedAt = @UpdatedAt
               WHERE Id = @Id""",
            todo
        ) |> Async.AwaitTask
        return ()
    }

Delete

let deleteTodo (id: int) : Async<unit> =
    async {
        use conn = getConnection()
        let! _ = conn.ExecuteAsync(
            "DELETE FROM TodoItems WHERE Id = @Id",
            {| Id = id |}
        ) |> Async.AwaitTask
        return ()
    }

Transactions

let transferTodo (todoId: int) (fromListId: int) (toListId: int) : Async<Result<unit, string>> =
    async {
        use conn = getConnection()
        use transaction = conn.BeginTransaction()

        try
            let! _ = conn.ExecuteAsync(
                "DELETE FROM TodoListItems WHERE TodoId = @TodoId AND ListId = @ListId",
                {| TodoId = todoId; ListId = fromListId |},
                transaction
            ) |> Async.AwaitTask

            let! _ = conn.ExecuteAsync(
                "INSERT INTO TodoListItems (TodoId, ListId) VALUES (@TodoId, @ListId)",
                {| TodoId = todoId; ListId = toListId |},
                transaction
            ) |> Async.AwaitTask

            transaction.Commit()
            return Ok ()
        with
        | ex ->
            transaction.Rollback()
            return Error $"Transfer failed: {ex.Message}"
    }

JSON File Persistence

Single File

open System.IO
open System.Text.Json

let dataDir = "./data"
let todosFile = Path.Combine(dataDir, "todos.json")

let ensureDataDir () =
    if not (Directory.Exists dataDir) then
        Directory.CreateDirectory dataDir |> ignore

let loadTodos () : Async<TodoItem list> =
    async {
        ensureDataDir()
        if File.Exists todosFile then
            let! json = File.ReadAllTextAsync todosFile |> Async.AwaitTask
            let options = JsonSerializerOptions()
            options.PropertyNameCaseInsensitive <- true
            return JsonSerializer.Deserialize<TodoItem list>(json, options)
        else
            return []
    }

let saveTodos (todos: TodoItem list) : Async<unit> =
    async {
        ensureDataDir()
        let options = JsonSerializerOptions(WriteIndented = true)
        let json = JsonSerializer.Serialize(todos, options)
        do! File.WriteAllTextAsync(todosFile, json) |> Async.AwaitTask
    }

// CRUD operations
let addTodo (todo: TodoItem) : Async<TodoItem> =
    async {
        let! todos = loadTodos()
        let newId = if todos.IsEmpty then 1 else (todos |> List.map (fun t -> t.Id) |> List.max) + 1
        let newTodo = { todo with Id = newId }
        do! saveTodos (newTodo :: todos)
        return newTodo
    }

let updateTodo (todo: TodoItem) : Async<unit> =
    async {
        let! todos = loadTodos()
        let updated = todos |> List.map (fun t -> if t.Id = todo.Id then todo else t)
        do! saveTodos updated
    }

Event Sourcing

Event Types

type TodoEvent =
    | TodoCreated of TodoItem
    | TodoUpdated of TodoItem
    | TodoCompleted of todoId: int
    | TodoDeleted of todoId: int

type EventEnvelope = {
    Id: System.Guid
    Timestamp: System.DateTime
    Event: TodoEvent
}

Append Event

let eventLogFile = Path.Combine(dataDir, "events.jsonl")

let appendEvent (event: TodoEvent) : Async<unit> =
    async {
        ensureDataDir()
        let envelope = {
            Id = System.Guid.NewGuid()
            Timestamp = System.DateTime.UtcNow
            Event = event
        }
        let json = JsonSerializer.Serialize(envelope)
        do! File.AppendAllTextAsync(eventLogFile, json + "\n") |> Async.AwaitTask
    }

Rebuild State

let readAllEvents () : Async<EventEnvelope list> =
    async {
        if File.Exists eventLogFile then
            let! lines = File.ReadAllLinesAsync eventLogFile |> Async.AwaitTask
            return
                lines
                |> Array.filter (not << String.IsNullOrWhiteSpace)
                |> Array.map (fun line -> JsonSerializer.Deserialize<EventEnvelope>(line))
                |> Array.toList
        else
            return []
    }

let rebuildState () : Async<Map<int, TodoItem>> =
    async {
        let! events = readAllEvents()

        let applyEvent state envelope =
            match envelope.Event with
            | TodoCreated todo -> Map.add todo.Id todo state
            | TodoUpdated todo -> Map.add todo.Id todo state
            | TodoCompleted todoId ->
                state
                |> Map.tryFind todoId
                |> Option.map (fun todo -> Map.add todoId { todo with Status = Completed } state)
                |> Option.defaultValue state
            | TodoDeleted todoId -> Map.remove todoId state

        return events |> List.fold applyEvent Map.empty
    }

Best Practices

✅ Do

• Use parameterized queries (SQL injection prevention)
• Create indexes for frequently queried columns
• Use transactions for multi-step operations
• Always use

  async

  for I/O
• Dispose connections (

  use

  keyword)
• Store DateTimes as ISO 8601 strings
• Return options for "not found" cases

❌ Don't

• Use string concatenation for queries
• Forget to dispose connections
• Use JSON files for large datasets (use SQLite)
• Use JSON files for high-frequency writes
• Modify past events in event sourcing
• Rebuild from events every time (use snapshots)

Verification Checklist

• Data directory created
• Database initialized (if using SQLite)
• Parameterized queries used
• Proper error handling
• Async operations used
• Connections disposed properly
• Indexes created for queries
• Transactions used for multi-step operations
• DateTime serialization handled

Related Skills

• fsharp-backend - Integration with API
• fsharp-shared - Type definitions
• fsharp-tests - Testing persistence

Related Documentation

• /docs/05-PERSISTENCE.md

  - Detailed persistence guide