AsyncResult 和处理回滚

Question

（警告：这也在https://forums.fsharp.org/t/asyncresult-and-handling-rollback/928上发布）

尝试在 F# 中实现 2PC Transaction Like 工作流（请参阅 http://learnmongodbthehardway.com/article/transactions/）并遇到计算表达式（例如 asyncResult）和回滚问题。

如果你有以下伪代码：

let rollbackWorkflow parX parY =
… here calling rollbackService1 and rollbackService2

let executeWorkflow par1 par2 par3 =
asyncResult {
let! result1 = callService1 x y z
let! result2 = callService2 x2 y2 z2
}

如果 result1 和/或 result2 为错误，我如何检查 executeWorkflow，然后调用 rollbackWorkflow 函数？我应该更改 callService1 和 callService2 以引发异常，而不是在预期的错误情况下（资金不足、超出限制）也返回结果，还是应该使用诸如 teeError 之类的函数？任何建议都非常感谢！

附：这是我最终想要实现的：

function executeTransaction(from, to, amount) {
var transactionId = ObjectId();

transactions.insert({
_id: transactionId,
source: from,
destination: to,
amount: amount,
state: “initial”
});

var result = transactions.updateOne(
{ _id: transactionId },
{ $set: { state: “pending” } }
);

if (result.modifiedCount == 0) {
cancel(transactionId);
throw Error(“Failed to move transaction " + transactionId + " to pending”);
}

// Set up pending debit
result = accounts.updateOne({
name: from,
pendingTransactions: { $ne: transactionId },
balance: { $gte: amount }
}, {
$inc: { balance: -amount },
$push: { pendingTransactions: transactionId }
});

if (result.modifiedCount == 0) {
rollback(from, to, amount, transactionId);
throw Error(“Failed to debit " + from + " account”);
}

// Setup pending credit
result = accounts.updateOne({
name: to,
pendingTransactions: { $ne: transactionId }
}, {
$inc: { balance: amount },
$push: { pendingTransactions: transactionId }
});

if (result.modifiedCount == 0) {
rollback(from, to, amount, transactionId);
throw Error(“Failed to credit " + to + " account”);
}

// Update transaction to committed
result = transactions.updateOne(
{ _id: transactionId },
{ $set: { state: “committed” } }
);

if (result.modifiedCount == 0) {
rollback(from, to, amount, transactionId);
throw Error(“Failed to move transaction " + transactionId + " to committed”);
}

// Attempt cleanup
cleanup(from, to, transactionId);
}

executeTransaction(“Joe Moneylender”, “Peter Bum”, 100);

Answer 1

只需在工作流程之外进行一些错误处理，如下所示：

type TransactionError =
    | NoFunds
    | Other

let rollbackWorkflow parX parY = async.Return ( printfn "here calling rollbackService1 and rollbackService2"; Ok -1 )
let callService1 parX parY = async.Return ( printfn "callService1"; if parX + parY > 0 then Ok 1 else Error NoFunds )
let callService2 parX parY = async.Return ( printfn "callService2"; if parX + parY > 0 then Ok 2 else Error Other )

let executeWorkflow par1 par2 par3 =
    asyncResult {
        let! result1 = callService1 par1 par2
        let! result2 = callService2 result1 par3
        return result2
        } |> AsyncResult.bindError (fun x -> if x = NoFunds then rollbackWorkflow 0 1 else rollbackWorkflow 1 0)

我使用您链接的代码中的 AsyncResult 编写了该示例。加上bindError 应该是这样的：

/// Apply a monadic function to an AsyncResult error  
let bindError (f: 'a -> AsyncResult<'b,'c>) (xAsyncResult : AsyncResult<_, _>) :AsyncResult<_,_> = async {
    let! xResult = xAsyncResult 
    match xResult with
    | Ok x -> return Ok x
    | Error err -> return! f err
    }

如果你想一想，bindError 就像一个纯版本的 catch 函数，例如 this code fragment ，使用另一个库。