Conditional edge routing sample.

This commit is contained in:
Shyju Krishnankutty
2026-01-22 21:27:53 -08:00
Unverified
parent 29fb22f7d8
commit 04fdf25019
12 changed files with 513 additions and 9 deletions
+1
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@@ -37,6 +37,7 @@
<Project Path="samples/AzureFunctions/09_Workflow/09_Workflow.csproj" />
<Project Path="samples/AzureFunctions/10_WorkflowConcurrent/10_WorkflowConcurrent.csproj" />
<Project Path="samples/AzureFunctions/11_WorkflowSharedState/11_WorkflowSharedState.csproj" />
<Project Path="samples/AzureFunctions/12_ConditionalEdges/12_ConditionalEdges.csproj" />
</Folder>
<Folder Name="/Samples/DurableWorkflows/">
<Project Path="samples/DurableWorkflows/01_ExecutorsAndEdges/01_ExecutorsAndEdges.csproj" />
@@ -1,4 +1,4 @@
<Project Sdk="Microsoft.NET.Sdk">
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
@@ -14,6 +14,10 @@
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<ItemGroup>
<None Include="local.settings.json" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
@@ -0,0 +1,48 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<ItemGroup>
<None Include="local.settings.json" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,98 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use durable state management in Azure Functions workflows.
// The OrderIdParserExecutor writes a value to shared state, and the FraudValidation reads it back.
// The state is persisted durably using Durable Entities behind the scenes.
using Microsoft.Agents.AI.Workflows;
namespace SingleAgent;
/// <summary>
/// Constants for shared state scopes used across executors.
/// </summary>
internal static class SharedStateConstants
{
public const string MessageScope = "MessageState";
public const string ProcessedMessageKey = "ProcessedMessage";
}
internal sealed class Order
{
public Order(string id, decimal amount)
{
this.Id = id;
this.Amount = amount;
}
public string Id { get; }
public decimal Amount { get; }
public Customer? Customer { get; set; }
public string? PaymentReferenceNumber { get; set; }
}
public sealed record Customer(int Id, string Name, bool IsBlocked);
internal sealed class OrderIdParserExecutor() : Executor<string, Order>("OrderIdParserExecutor")
{
public override async ValueTask<Order> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
return GetOrder(message);
}
private static Order GetOrder(string id)
{
// Simulate fetching order details
return new Order(id, 100.0m);
}
}
internal sealed class OrderEnrich() : Executor<Order, Order>("EnrichOrder")
{
public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
message.Customer = GetCustomerForOrder(message.Id);
return message;
}
private static Customer GetCustomerForOrder(string orderId)
{
if (orderId.Contains('B'))
{
return new Customer(101, "George", true);
}
return new Customer(201, "Jerry", false);
}
}
internal sealed class PaymentProcesserExecutor() : Executor<Order, Order>("PaymentProcesserExecutor")
{
public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Call payment gateway.
message.PaymentReferenceNumber = Guid.NewGuid().ToString().Substring(0, 4);
return message;
}
}
internal sealed class NotifyFraudExecutor() : Executor<Order, string>("NotifyFraud")
{
public override async ValueTask<string> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Notify fraud team.
return $"Order {message.Id} flagged as fraudulent for customer {message.Customer?.Name}.";
}
}
internal static class OrderRouteConditions
{
/// <summary>
/// Returns a condition that evaluates to true when the customer is blocked.
/// </summary>
internal static Func<Order?, bool> WhenBlocked() => order => order?.Customer?.IsBlocked == true;
/// <summary>
/// Returns a condition that evaluates to true when the customer is not blocked.
/// </summary>
internal static Func<Order?, bool> WhenNotBlocked() => order => order?.Customer?.IsBlocked == false;
}
@@ -0,0 +1,24 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using SingleAgent;
OrderIdParserExecutor orderParser = new();
OrderEnrich orderEnrich = new();
PaymentProcesserExecutor paymentProcessor = new();
NotifyFraudExecutor notifyFraud = new();
WorkflowBuilder builder = new(orderParser);
builder.AddEdge(orderParser, orderEnrich);
builder.AddEdge(orderEnrich, notifyFraud, condition: OrderRouteConditions.WhenBlocked());
builder.AddEdge(orderEnrich, paymentProcessor, condition: OrderRouteConditions.WhenNotBlocked());
var workflow = builder.WithName("ProcessOrder").Build();
FunctionsApplication.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableOptions(options => options.Workflows.AddWorkflow(workflow))
.Build().Run();
@@ -0,0 +1,89 @@
# Single Agent Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
## Key Concepts Demonstrated
- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
- Registering agents with the Function app and running them using HTTP.
- Conversation management (via session IDs) for isolated interactions.
## Environment Setup
See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
## Running the Sample
With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
You can use the `demo.http` file to send a message to the agent, or a command line tool like `curl` as shown below:
Bash (Linux/macOS/WSL):
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
```
PowerShell:
```powershell
Invoke-RestMethod -Method Post `
-Uri http://localhost:7071/api/agents/Joker/run `
-ContentType text/plain `
-Body "Tell me a joke about a pirate."
```
You can also send JSON requests:
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me a joke about a pirate."}'
```
To continue a conversation, include the `thread_id` in the query string or JSON body:
```bash
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=your-thread-id" \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me another one."}'
```
The response from the agent will be displayed in the terminal where you ran `func start`. The expected `text/plain` output will look something like:
```text
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
```
The expected `application/json` output will look something like:
```json
{
"status": 200,
"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
"response": {
"Messages": [
{
"AuthorName": "Joker",
"CreatedAt": "2025-11-11T12:00:00.0000000Z",
"Role": "assistant",
"Contents": [
{
"Type": "text",
"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
}
]
}
],
"Usage": {
"InputTokenCount": 78,
"OutputTokenCount": 36,
"TotalTokenCount": 114
}
}
}
```
@@ -0,0 +1,14 @@
# Default endpoint address for local testing
@authority=http://localhost:7071
### Start the workflow
POST {{authority}}/api/workflows/ProcessOrder/run
Content-Type: text/plain
B123
### Start second workflow
POST {{authority}}/api/workflows/ProcessOrder/run
Content-Type: text/plain
456
@@ -0,0 +1,20 @@
{
"version": "2.0",
"logging": {
"logLevel": {
"Microsoft.Agents.AI.DurableTask": "Information",
"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
"DurableTask": "Information",
"Microsoft.DurableTask": "Information"
}
},
"extensions": {
"durableTask": {
"hubName": "default",
"storageProvider": {
"type": "AzureManaged",
"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
}
}
}
}
@@ -187,16 +187,25 @@ public class DurableWorkflowRunner
foreach (WorkflowExecutionLevel level in plan.Levels)
{
if (level.Executors.Count == 1)
// Filter executors based on edge conditions from their predecessors
List<WorkflowExecutorInfo> eligibleExecutors = GetEligibleExecutors(level.Executors, results, plan, logger);
if (eligibleExecutors.Count == 0)
{
WorkflowExecutorInfo executorInfo = level.Executors[0];
// No eligible executors at this level, continue to next level
continue;
}
if (eligibleExecutors.Count == 1)
{
WorkflowExecutorInfo executorInfo = eligibleExecutors[0];
string input = GetExecutorInput(executorInfo.ExecutorId, initialInput, results, plan);
results[executorInfo.ExecutorId] = await this.ExecuteExecutorAsync(context, executorInfo, input, logger).ConfigureAwait(true);
}
else
{
List<Task<(string Id, string Result)>> tasks = [];
foreach (WorkflowExecutorInfo executorInfo in level.Executors)
foreach (WorkflowExecutorInfo executorInfo in eligibleExecutors)
{
string input = GetExecutorInput(executorInfo.ExecutorId, initialInput, results, plan);
tasks.Add(this.ExecuteExecutorWithIdAsync(context, executorInfo, input, logger));
@@ -212,6 +221,115 @@ public class DurableWorkflowRunner
return GetFinalResult(plan, results);
}
/// <summary>
/// Filters executors based on their incoming edge conditions.
/// An executor is eligible if all its incoming edges have conditions that evaluate to true,
/// or if the edges have no conditions.
/// </summary>
[UnconditionalSuppressMessage("AOT", "IL3050", Justification = "Deserializing workflow types registered at startup.")]
[UnconditionalSuppressMessage("Trimming", "IL2026", Justification = "Deserializing workflow types registered at startup.")]
private static List<WorkflowExecutorInfo> GetEligibleExecutors(
List<WorkflowExecutorInfo> executors,
Dictionary<string, string> results,
WorkflowExecutionPlan plan,
ILogger logger)
{
List<WorkflowExecutorInfo> eligible = [];
foreach (WorkflowExecutorInfo executorInfo in executors)
{
List<string> predecessors = plan.Predecessors[executorInfo.ExecutorId];
// Root executor (no predecessors) is always eligible
if (predecessors.Count == 0)
{
eligible.Add(executorInfo);
continue;
}
// Check if any predecessor's edge condition allows this executor to run
bool isEligible = false;
foreach (string predecessorId in predecessors)
{
// Get the condition for this edge (predecessor -> current executor)
if (!plan.EdgeConditions.TryGetValue((predecessorId, executorInfo.ExecutorId), out Func<object?, bool>? condition))
{
// No condition registered for this edge, assume it's eligible
isEligible = true;
break;
}
if (condition is null)
{
// Edge has no condition, always eligible
isEligible = true;
break;
}
// Evaluate the condition using the predecessor's result
if (results.TryGetValue(predecessorId, out string? predecessorResult))
{
try
{
// Get the predecessor's output type for proper deserialization
Type? predecessorOutputType = plan.ExecutorOutputTypes.GetValueOrDefault(predecessorId);
// Deserialize the predecessor result to the expected type for condition evaluation
object? resultObject = DeserializeForCondition(predecessorResult, predecessorOutputType);
if (condition(resultObject))
{
isEligible = true;
break;
}
}
catch (Exception ex)
{
logger.LogWarning(ex, "Failed to evaluate condition for edge from '{PredecessorId}' to '{ExecutorId}'", predecessorId, executorInfo.ExecutorId);
}
}
}
if (isEligible)
{
eligible.Add(executorInfo);
}
else
{
logger.LogExecutorSkipped(executorInfo.ExecutorId);
}
}
return eligible;
}
/// <summary>
/// Deserializes a JSON string result into an object for condition evaluation.
/// </summary>
[UnconditionalSuppressMessage("AOT", "IL3050", Justification = "Deserializing workflow types registered at startup.")]
[UnconditionalSuppressMessage("Trimming", "IL2026", Justification = "Deserializing workflow types registered at startup.")]
private static object? DeserializeForCondition(string json, Type? targetType)
{
if (string.IsNullOrEmpty(json))
{
return null;
}
try
{
if (targetType is null)
{
return JsonSerializer.Deserialize<object>(json);
}
return JsonSerializer.Deserialize(json, targetType);
}
catch (JsonException)
{
// If it's not valid JSON, return the string as-is
return json;
}
}
private async Task<(string Id, string Result)> ExecuteExecutorWithIdAsync(
TaskOrchestrationContext context,
WorkflowExecutorInfo executorInfo,
@@ -130,4 +130,10 @@ internal static partial class Logs
Level = LogLevel.Information,
Message = "Activity executed for executor '{ExecutorId}' with result: {Result}")]
public static partial void LogActivityExecuted(this ILogger logger, string executorId, string result);
[LoggerMessage(
EventId = 17,
Level = LogLevel.Information,
Message = "Executor '{ExecutorId}' skipped due to edge condition evaluation")]
public static partial void LogExecutorSkipped(this ILogger logger, string executorId);
}
@@ -41,6 +41,17 @@ public sealed class WorkflowExecutionPlan
/// </summary>
public Dictionary<string, List<string>> Successors { get; } = [];
/// <summary>
/// Maps edge connections (sourceId, targetId) to their condition functions.
/// The condition function takes the predecessor's result and returns true if the edge should be followed.
/// </summary>
public Dictionary<(string SourceId, string TargetId), Func<object?, bool>?> EdgeConditions { get; } = [];
/// <summary>
/// Maps executor IDs to their output types (for proper deserialization during condition evaluation).
/// </summary>
public Dictionary<string, Type?> ExecutorOutputTypes { get; } = [];
/// <summary>
/// Gets whether this workflow has any parallel execution opportunities.
/// </summary>
@@ -89,6 +100,7 @@ public static class WorkflowHelper
Dictionary<string, ExecutorBinding> executors = workflow.ReflectExecutors();
Dictionary<string, HashSet<EdgeInfo>> edges = workflow.ReflectEdges();
Dictionary<(string SourceId, string TargetId), Func<object?, bool>?> edgeConditions = workflow.GetEdgeConditions();
WorkflowExecutionPlan plan = new();
@@ -97,12 +109,15 @@ public static class WorkflowHelper
Dictionary<string, List<string>> predecessors = [];
Dictionary<string, int> inDegree = [];
// Initialize all executors
foreach (string executorId in executors.Keys)
// Initialize all executors and extract their output types
foreach (KeyValuePair<string, ExecutorBinding> executor in executors)
{
successors[executorId] = [];
predecessors[executorId] = [];
inDegree[executorId] = 0;
successors[executor.Key] = [];
predecessors[executor.Key] = [];
inDegree[executor.Key] = 0;
// Extract output type from executor type (e.g., Executor<TInput, TOutput> -> TOutput)
plan.ExecutorOutputTypes[executor.Key] = GetExecutorOutputType(executor.Value.ExecutorType);
}
// Build the graph from edges
@@ -124,6 +139,12 @@ public static class WorkflowHelper
}
}
// Store edge conditions in the plan
foreach (KeyValuePair<(string SourceId, string TargetId), Func<object?, bool>?> condition in edgeConditions)
{
plan.EdgeConditions[condition.Key] = condition.Value;
}
// Store the graph structure in the plan
foreach (string executorId in executors.Keys)
{
@@ -213,4 +234,41 @@ public static class WorkflowHelper
return typeName.Contains("AIAgentHostExecutor", StringComparison.OrdinalIgnoreCase) &&
assemblyName.Contains("Microsoft.Agents.AI", StringComparison.OrdinalIgnoreCase);
}
/// <summary>
/// Extracts the output type from an executor type.
/// For Executor&lt;TInput, TOutput&gt;, returns TOutput.
/// For Executor&lt;TInput&gt;, returns null (void output).
/// </summary>
/// <param name="executorType">The executor type to analyze.</param>
/// <returns>The output type, or null if the executor has no typed output.</returns>
private static Type? GetExecutorOutputType(Type executorType)
{
// Walk up the inheritance chain to find Executor<TInput, TOutput> or Executor<TInput>
Type? currentType = executorType;
while (currentType is not null)
{
if (currentType.IsGenericType)
{
Type genericDefinition = currentType.GetGenericTypeDefinition();
Type[] genericArgs = currentType.GetGenericArguments();
// Check for Executor<TInput, TOutput> (2 type parameters)
if (genericArgs.Length == 2 && genericDefinition.Name.StartsWith("Executor", StringComparison.Ordinal))
{
return genericArgs[1]; // TOutput
}
// Check for Executor<TInput> (1 type parameter) - void return
if (genericArgs.Length == 1 && genericDefinition.Name.StartsWith("Executor", StringComparison.Ordinal))
{
return null;
}
}
currentType = currentType.BaseType;
}
return null;
}
}
@@ -35,6 +35,30 @@ public class Workflow
);
}
/// <summary>
/// Gets the condition functions for direct edges, keyed by (sourceId, targetId) tuple.
/// </summary>
/// <returns>A dictionary mapping edge connections to their condition functions (null if no condition).</returns>
/// <remarks>This method creates a new dictionary each time it is called to ensure thread safety.</remarks>
[System.Diagnostics.CodeAnalysis.SuppressMessage("Design", "CA1024:Use properties where appropriate", Justification = "Method creates a new collection on each call.")]
public Dictionary<(string SourceId, string TargetId), Func<object?, bool>?> GetEdgeConditions()
{
Dictionary<(string SourceId, string TargetId), Func<object?, bool>?> conditions = [];
foreach (KeyValuePair<string, HashSet<Edge>> edgeGroup in this.Edges)
{
foreach (Edge edge in edgeGroup.Value)
{
if (edge.DirectEdgeData is DirectEdgeData directEdge)
{
conditions[(directEdge.SourceId, directEdge.SinkId)] = directEdge.Condition;
}
}
}
return conditions;
}
/// <summary>
/// Gets all executor bindings in the workflow, keyed by their ID.
/// </summary>