DataSafe - Production-Ready DataStore Manager

DataSafe

Production-Ready DataStore Manager

Session Locking | Auto-Backup | Versioning | Studio Mock Mode

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Hey! :wave: so you know that feeling when a player loses all their progress and blames you? or when a duplication glitch ruins your economy?

Yeah, DataStores are a pain :skull:

-- everyone's nightmare:
local success, data = pcall(function()
    return datastore:GetAsync(key)
end)

if not success then
    -- uh oh, what now?
    -- retry? how many times?
    -- what if the player dupes?
    -- what about backups?
    -- 💀💀💀
end

What is DataSafe?

I built a production-ready DataStore wrapper that actually handles all the scary stuff:

| Feature | Description |

:high_voltage: Quick Stats


Before/After Comparison

❌ Before (manual DataStore handling)
local dss = game:GetService("DataStoreService")
local store = dss:GetDataStore("PlayerData")

-- load with retry logic
local function load_data(plr)
    local key = "player_" .. plr.UserId
    
    -- check if already loaded (duplication prevention)
    if sessions[key] then
        return nil -- or kick? or wait?
    end
    
    -- retry loop
    local attempts = 0
    while attempts < 3 do
        local success, data = pcall(function()
            return store:GetAsync(key)
        end)
        
        if success then
            sessions[key] = true
            return data or default_data
        end
        
        attempts += 1
        task.wait(1 * attempts) -- exponential backoff
    end
    
    -- failed after retries... now what?
    return nil
end

-- save with backup
local function save_data(plr, data)
    -- backup to backup_1
    pcall(function()
        backup_store:SetAsync(key .. "_backup_1", data)
    end)
    
    -- actual save
    local success = pcall(function()
        store:SetAsync(key, data)
    end)
    
    -- what if this fails?
    -- what about versioning?
    -- did we unlock the session?
end

-- you get the idea... 50+ lines per game
âś… After (DataSafe)
local ds = require(rs._packages.datasafe)

ds.cfg({
    mock_in_studio = true,  -- uses studio_ prefix for DataStores
    backup_keys = 3,
    max_retries = 3,
    version = 1
})

-- load (session lock automatic)
local result = ds.load("player_data", key, default_data)
if result.ok then
    print("loaded:", result.data)
end

-- save (backup automatic)
ds.save("player_data", key, data)

-- close (saves + unlocks session)
ds.close("player_data", key)

-- that's it. done.



:books: Features

Click each feature to see code examples

:lock: Session Locking (Anti-Dupe)

Prevents the same player data from being loaded twice (duplication glitch protection)

Show code example
-- automatic session locking
local result = ds.load("player_data", key)

if not result.ok and result.err == "session_locked" then
    -- already loaded elsewhere, can't dupe
    plr:Kick("session already active")
end

-- session unlocks on close
ds.close("player_data", key)

How it works:
• Locks when you load
• Blocks duplicate loads
• Auto-expires after 5 minutes (handles crashes)
• Unlocks when you close

No more dupe exploits :muscle:


:floppy_disk: Auto-Backup System

Every save creates 3 backup copies automatically (configurable)

Show backup system
ds.cfg({
    backup_keys = 3  -- keeps 3 backup copies
})

-- save creates backups automatically
ds.save("player_data", key, data)
-- creates: key_backup_1, key_backup_2, key_backup_3

-- rollback to any backup
ds.rollback("player_data", key, 1)  -- restore backup 1
ds.rollback("player_data", key, 2)  -- restore backup 2

Backup Rotation:
• backup_1 = most recent
• backup_2 = 2nd most recent
• backup_3 = 3rd most recent
• Automatically rotates on each save

Never lose data again :white_check_mark:


:arrows_counterclockwise: Versioning & Migrations

Safely update your data structure without breaking old saves

Show migrations
ds.cfg({
    version = 2,
    migrations = {
        [1] = function(data)
            -- v0 -> v1: add inventory
            data.inventory = data.inventory or {}
            return data
        end,
        [2] = function(data)
            -- v1 -> v2: restructure stats
            data.stats = {
                level = data.level or 1,
                xp = data.xp or 0
            }
            data.level = nil
            data.xp = nil
            return data
        end
    }
})

-- old saves automatically migrate on load
local result = ds.load("player_data", key)
-- data is now version 2 regardless of when it was saved

Perfect for:
• Adding new fields
• Restructuring data
• Fixing old bugs
• Gradual updates

No more “data incompatible” errors :fire:


:test_tube: Studio Mock Mode

This is huge: test your game in Studio with real DataStores (uses studio_ prefix to keep it separate from production)

Show mock mode
ds.cfg({
    mock_in_studio = true  -- enable mock mode
})

-- in Studio:
ds.load("player_data", key)  -- uses DataStore: studio_player_data
ds.save("player_data", key, data)  -- saves to: studio_player_data

-- in actual game:
ds.load("player_data", key)  -- uses DataStore: player_data
ds.save("player_data", key, data)  -- saves to: player_data

-- check which mode you're in
print(ds.is_mock_mode())  -- true in Studio, false in game

Benefits:
• Test without Studio API limits issues
• Data persists between test sessions
• Zero risk to production data
• No conflicts between Studio and live game
• Automatic mode switching

Literally never accidentally corrupt real data while testing :pray:


:hourglass: Auto-Retry & Rate Limit Handling

Handles DataStore errors and rate limits automatically

Show retry config
ds.cfg({
    max_retries = 3,
    retry_delay = 1  -- exponential backoff
})

-- automatically retries on failure:
-- attempt 1: immediate
-- attempt 2: wait 1s
-- attempt 3: wait 2s
-- attempt 4: wait 3s

local result = ds.load("player_data", key)
if not result.ok then
    -- only fails after all retries exhausted
    warn("load failed:", result.err)
end

Handles:
• Network errors
• 502/503 errors (Roblox outages)
• Rate limits (429)
• Temporary outages

You don’t have to think about retries anymore :relieved:


:zap: Update Transactions

Atomic updates using UpdateAsync under the hood

Show update example
-- safely modify data
local result = ds.update("player_data", key, function(data)
    data.coins += 100
    data.stats.xp += 50
    return data
end)

if result.ok then
    print("updated:", result.data)
end

-- prevents race conditions
-- uses UpdateAsync internally



:package: Installation

Get it from the Creator Marketplace :arrow_down:

Get DataSafe

Quick Start:

  1. Get it from the toolbox in Roblox Studio
  2. Drop it into ReplicatedStorage
  3. Require and use:
local ds = require(game.ReplicatedStorage._packages.datasafe)

ds.cfg({mock_in_studio = true})

-- that's it, you're protected

:white_check_mark: Zero dependencies, works immediately




:laptop: Real-World Example

Complete player data system - click to expand
local ds = require(rs._packages.datasafe)
local plrs = game:GetService("Players")

-- configure
ds.cfg({
    mock_in_studio = true,
    backup_keys = 3,
    max_retries = 3,
    auto_save = 60,
    version = 2,
    migrations = {
        [1] = function(data)
            data.inventory = data.inventory or {}
            return data
        end,
        [2] = function(data)
            data.stats = {level = 1, xp = 0}
            return data
        end
    }
})

local default_data = {
    coins = 0,
    inventory = {},
    stats = {level = 1, xp = 0}
}

-- load on join
plrs.PlayerAdded:Connect(function(plr)
    local key = "player_" .. plr.UserId
    local result = ds.load("player_data", key, default_data)
    
    if result.ok then
        for stat, val in result.data.stats do
            plr:SetAttribute(stat, val)
        end
    else
        plr:Kick("failed to load data")
    end
end)

-- save on leave
plrs.PlayerRemoving:Connect(function(plr)
    local key = "player_" .. plr.UserId
    local cached = ds.get_cached(key)
    
    if cached then
        cached.stats.level = plr:GetAttribute("level")
        cached.stats.xp = plr:GetAttribute("xp")
        ds.close("player_data", key)
    end
end)

-- auto-save every 60 seconds
task.spawn(function()
    while task.wait(60) do
        for _, plr in plrs:GetPlayers() do
            local key = "player_" .. plr.UserId
            local cached = ds.get_cached(key)
            if cached then
                cached.stats.level = plr:GetAttribute("level")
                cached.stats.xp = plr:GetAttribute("xp")
                ds.save("player_data", key, cached)
            end
        end
    end
end)



:thinking: Why Use DataSafe?

Honestly? Peace of mind

DataStores are scary. One wrong retry and you lose player data. One missing lock and you get dupe exploits. One rate limit and players can’t join.

This handles all of it so you can focus on making your game instead of debugging data loss reports

âś… Free forever (MIT license) âś… Open source
âś… Battle-tested âś… Zero dependencies
âś… Works with existing projects



:speech_balloon: Feedback & Support

Found a bug? Want a feature? Let me know in the replies or open an issue :fire:


Will you use DataSafe in your game?
  • hell yeah, data loss was killing me
  • probably gonna try it
  • looks solid, might use later
  • I’ll stick with my own system
  • already using it and it’s clean
0 voters


Made by @Snow_o29

If this saved your data, drop a :heart: so others can find it!

Thanks for checking out DataSafe!

3 Likes

Why should this be used over ProfileStore?

1 Like

how u said this is “Production-Ready”, if its v0.1 “Beta” version.
image

If u still sticky saying its production-ready, can u prove it by showing off what games (with high ccu daily) have been using this?

1 Like

@bajartembon honestly? if you’re already using ProfileStore, keep using it. it’s more mature

DataSafe is for people who don’t need all of ProfileStore’s features. think of it like:

  • ProfileStore = full-featured car with every option
  • DataSafe = same safety features, way simpler to drive

main differences:

  • no global updates (ProfileStore has this)
  • no metadata system (ProfileStore has this)
  • simpler API (just load/save/close)
  • studio testing uses real DataStores with studio_ prefix

if you just need “load data, save data, don’t lose data” - this is easier. if you need the advanced stuff, ProfileStore is still the best option

not trying to replace it, just offering something lighter

1 Like

you’re right it’s beta, not battle-tested. but here’s the real answer:

“production-ready” = has all the safety features (session locks, backups, error handling, etc)
“beta” = hasn’t been tested at scale yet

so yeah, kinda contradictory. should’ve said “ready for production use, but still beta”

real advice:

  • 5k+ CCU game? use ProfileStore (proven at scale)
  • building something new or <1k CCU? this is fine
  • want to test it at scale? DM me, I’ll help monitor

I’m not gonna claim it’s battle-tested when it’s v0.1. it has the features for production, but not the proof. that’s what beta means

thanks for keeping me honest :folded_hands:

Can I use this to create global DataStores, not just player DataStores?