Going to production

The basics read and write data. Production code also has to survive transient failures, bound its resource use, handle errors precisely, and manage native resource lifetime.

Layers

A layer wraps an operator to add cross-cutting behavior without touching your storage code. WithLayer(...) returns a new operator with the layer applied; chain calls to compose several:

using OpenDAL;
using OpenDAL.Layer;

using var baseOp = new Operator("memory");

using var op = baseOp
    .WithLayer(new ConcurrentLimitLayer(64))
    .WithLayer(new RetryLayer
    {
        MaxTimes = 5,
        MinDelay = TimeSpan.FromMilliseconds(100),
        MaxDelay = TimeSpan.FromSeconds(5),
        Factor = 2f,
        Jitter = true,
    })
    .WithLayer(new TimeoutLayer
    {
        Timeout = TimeSpan.FromSeconds(30),
        IoTimeout = TimeSpan.FromSeconds(5),
    });

The .NET binding exposes these layers in OpenDAL.Layer:

Layer	What it does
RetryLayer	Retries transient failures with exponential backoff (MaxTimes, MinDelay, MaxDelay, Factor, Jitter).
TimeoutLayer	Bounds slow calls with a total Timeout and a per-I/O IoTimeout.
ConcurrentLimitLayer	Caps the number of concurrent operations (constructor takes the permit count).
CapabilityOverrideLayer	Overrides reported capabilities.

See Concepts for the model.

Error handling

Most failures surface as OpenDALException with a typed Code of type ErrorCode. Match on the code instead of inspecting messages:

using OpenDAL;

try
{
    await op.ReadAsync("maybe-missing.txt");
}
catch (OpenDALException ex) when (ex.Code == ErrorCode.NotFound)
{
    // handle the missing object
}

Common codes include NotFound, PermissionDenied, AlreadyExists, ConditionNotMatch, RateLimited, and Unsupported. Unknown native codes are normalized to ErrorCode.Unexpected.

Capability checks

Not every service supports every operation. Query what a backend can do through op.Info.Capability before calling optional operations like Copy, Rename, or presign:

var cap = op.Info.Capability;
if (cap.PresignRead)
{
    var req = await op.PresignReadAsync("a.txt", TimeSpan.FromMinutes(5));
}

Calling an unsupported operation throws OpenDALException with ErrorCode.Unsupported, so capability checks are an optimization, not a requirement for safety. Info also exposes the operator's Scheme, Root, and Name.

Executor and lifetime

The binding wraps native handles, so deterministic disposal matters:

• Prefer using for Operator, Executor, and stream instances.
• Keep an Executor alive for the full lifetime of the operations using it.
• Disposing an Executor or Operator too early throws ObjectDisposedException. For async calls, ensure disposal happens after the awaited operations complete.
• If you do not pass an Executor, OpenDAL uses a shared default executor.

See Getting started — Executors for how to create and pass an executor.

Path conventions

• Use backend-native object keys, for example a/b/c.txt.
• For directory-like operations (CreateDir, directory Stat, listing a directory root) prefer trailing-slash paths such as logs/.