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This commit is contained in:
wehub-resource-sync
2026-07-13 13:25:13 +08:00
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# ADK Workflow Loop Self Sample
## Overview
This sample demonstrates how a node can repeatedly loop back to itself based on a specific route condition in **ADK Workflows**.
It takes a user-provided target number (between 0 and 10), and uses a `guess_number` function to randomly generate guesses. If the guess is incorrect, the function yields a specific route (`guessed_wrong`). The workflow is configured such that this route directs the execution right back to the `guess_number` node, creating a loop that continues until the correct number is guessed.
In ADK Workflows, you can create self-referential loops or iterative processes by routing a node's output back to itself.
## Sample Inputs
- `5`
- `0`
- `10`
## Graph
```mermaid
graph TD
START --> validate_input
validate_input --> guess_number
guess_number -->|guessed_wrong| guess_number
guess_number -->|correct| END[Loop ends]
```
## How To
1. From within your node (agent or function), yield a specific `Event` with a route name when you determine the node needs to be executed again:
```python
def guess_number(target_number: int):
# ...
if guess != target_number:
yield Event(route='guessed_wrong')
```
1. In the `Workflow` edges definition, create a conditional edge where the source and target are the same node, using a routing map dict:
```python
(guess_number, {'guessed_wrong': guess_number})
```
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# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import random
from google.adk import Event
from google.adk import Workflow
def validate_input(node_input: str):
parsed_number = int(node_input)
if parsed_number > 10 or parsed_number < 0:
yield Event(message='Please provide a number between 0 and 10.')
raise ValueError('Invalid input.')
else:
yield Event(state={'target_number': parsed_number})
def guess_number(target_number: int):
guess = random.randint(0, 10)
yield Event(message=f'Guessing {guess}...')
if guess == target_number:
yield Event(message='Correct!')
else:
yield Event(route='guessed_wrong')
root_agent = Workflow(
name='root_agent',
edges=[
('START', validate_input, guess_number),
(guess_number, {'guessed_wrong': guess_number}),
],
)
@@ -0,0 +1,191 @@
{
"appName": "loop_self",
"events": [
{
"author": "user",
"content": {
"parts": [
{
"text": "3"
}
],
"role": "user"
},
"id": "e-1",
"invocationId": "i-1",
"nodeInfo": {
"path": ""
}
},
{
"actions": {
"stateDelta": {
"target_number": 3
}
},
"author": "root_agent",
"id": "e-2",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/validate_input@1"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Guessing 10..."
}
],
"role": "user"
},
"id": "e-3",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@1"
}
},
{
"actions": {
"route": "guessed_wrong"
},
"author": "root_agent",
"id": "e-4",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@1"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Guessing 1..."
}
],
"role": "user"
},
"id": "e-5",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@2"
}
},
{
"actions": {
"route": "guessed_wrong"
},
"author": "root_agent",
"id": "e-6",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@2"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Guessing 0..."
}
],
"role": "user"
},
"id": "e-7",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@3"
}
},
{
"actions": {
"route": "guessed_wrong"
},
"author": "root_agent",
"id": "e-8",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@3"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Guessing 4..."
}
],
"role": "user"
},
"id": "e-9",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@4"
}
},
{
"actions": {
"route": "guessed_wrong"
},
"author": "root_agent",
"id": "e-10",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@4"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Guessing 3..."
}
],
"role": "user"
},
"id": "e-11",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@5"
}
},
{
"author": "root_agent",
"content": {
"parts": [
{
"text": "Correct!"
}
],
"role": "user"
},
"id": "e-12",
"invocationId": "i-1",
"nodeInfo": {
"path": "root_agent@1/guess_number@5"
}
}
],
"id": "1f627a81-1341-43b7-b971-c8809ff8f6d1",
"mocks": {
"random.randint": [
10,
1,
0,
4,
3
]
},
"state": {
"__session_metadata__": {
"displayName": "3"
},
"target_number": 3
},
"userId": "user"
}