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docs/toolb
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@@ -59,13 +59,6 @@ You can manually trigger the bot by commenting on your Pull Request:
|
||||
* `/gemini summary`: Posts a summary of the changes in the pull request.
|
||||
* `/gemini help`: Overview of the available commands
|
||||
|
||||
## Guidelines for Pull Requests
|
||||
|
||||
1. Please keep your PR small for more thorough review and easier updates. In case of regression, it also allows us to roll back a single feature instead of multiple ones.
|
||||
1. For non-trivial changes, consider opening an issue and discussing it with the code owners first.
|
||||
1. Provide a good PR description as a record of what change is being made and why it was made. Link to a GitHub issue if it exists.
|
||||
1. Make sure your code is thoroughly tested with unit tests and integration tests. Remember to clean up the test instances properly in your code to avoid memory leaks.
|
||||
|
||||
## Adding a New Database Source or Tool
|
||||
|
||||
Please create an
|
||||
@@ -117,8 +110,6 @@ implementation](https://github.com/googleapis/genai-toolbox/blob/main/internal/s
|
||||
We recommend looking at an [example tool
|
||||
implementation](https://github.com/googleapis/genai-toolbox/tree/main/internal/tools/postgres/postgressql).
|
||||
|
||||
Remember to keep your PRs small. For example, if you are contributing a new Source, only include one or two core Tools within the same PR, the rest of the Tools can come in subsequent PRs.
|
||||
|
||||
* **Create a new directory** under `internal/tools` for your tool type (e.g., `internal/tools/newdb/newdbtool`).
|
||||
* **Define a configuration struct** for your tool in a file named `newdbtool.go`.
|
||||
Create a `Config` struct and a `Tool` struct to store necessary parameters for
|
||||
@@ -172,8 +163,6 @@ tools.
|
||||
parameters][temp-param-doc]. Only run this test if template
|
||||
parameters apply to your tool.
|
||||
|
||||
* **Add additional tests** for the tools that are not covered by the predefined tests. Every tool must be tested!
|
||||
|
||||
* **Add the new database to the integration test workflow** in
|
||||
[integration.cloudbuild.yaml](.ci/integration.cloudbuild.yaml).
|
||||
|
||||
@@ -255,4 +244,4 @@ resources.
|
||||
* **PR Description:** PR description should **always** be included. It should
|
||||
include a concise description of the changes, it's impact, along with a
|
||||
summary of the solution. If the PR is related to a specific issue, the issue
|
||||
number should be mentioned in the PR description (e.g. `Fixes #1`).
|
||||
number should be mentioned in the PR description (e.g. `Fixes #1`).
|
||||
@@ -92,7 +92,6 @@ import (
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudhealthcare/cloudhealthcaresearchdicomstudies"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudmonitoring"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlcloneinstance"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlcreatebackup"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlcreatedatabase"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlcreateusers"
|
||||
_ "github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlgetinstances"
|
||||
|
||||
@@ -1493,7 +1493,7 @@ func TestPrebuiltTools(t *testing.T) {
|
||||
wantToolset: server.ToolsetConfigs{
|
||||
"cloud_sql_postgres_admin_tools": tools.ToolsetConfig{
|
||||
Name: "cloud_sql_postgres_admin_tools",
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "postgres_upgrade_precheck", "clone_instance", "create_backup"},
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "postgres_upgrade_precheck", "clone_instance"},
|
||||
},
|
||||
},
|
||||
},
|
||||
@@ -1503,7 +1503,7 @@ func TestPrebuiltTools(t *testing.T) {
|
||||
wantToolset: server.ToolsetConfigs{
|
||||
"cloud_sql_mysql_admin_tools": tools.ToolsetConfig{
|
||||
Name: "cloud_sql_mysql_admin_tools",
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "clone_instance", "create_backup"},
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "clone_instance"},
|
||||
},
|
||||
},
|
||||
},
|
||||
@@ -1513,7 +1513,7 @@ func TestPrebuiltTools(t *testing.T) {
|
||||
wantToolset: server.ToolsetConfigs{
|
||||
"cloud_sql_mssql_admin_tools": tools.ToolsetConfig{
|
||||
Name: "cloud_sql_mssql_admin_tools",
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "clone_instance", "create_backup"},
|
||||
ToolNames: []string{"create_instance", "get_instance", "list_instances", "create_database", "list_databases", "create_user", "wait_for_operation", "clone_instance"},
|
||||
},
|
||||
},
|
||||
},
|
||||
|
||||
@@ -509,7 +509,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"! pip install toolbox-core --quiet\n",
|
||||
"! pip install toolbox-adk --quiet\n",
|
||||
"! pip install google-adk --quiet"
|
||||
]
|
||||
},
|
||||
@@ -525,14 +525,18 @@
|
||||
"from google.adk.runners import Runner\n",
|
||||
"from google.adk.sessions import InMemorySessionService\n",
|
||||
"from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService\n",
|
||||
"from google.adk.tools.toolbox_toolset import ToolboxToolset\n",
|
||||
"from google.genai import types\n",
|
||||
"from toolbox_core import ToolboxSyncClient\n",
|
||||
"\n",
|
||||
"import os\n",
|
||||
"# TODO(developer): replace this with your Google API key\n",
|
||||
"os.environ['GOOGLE_API_KEY'] = \"<GOOGLE_API_KEY>\"\n",
|
||||
"\n",
|
||||
"toolbox_client = ToolboxSyncClient(\"http://127.0.0.1:5000\")\n",
|
||||
"# Configure toolset\n",
|
||||
"toolset = ToolboxToolset(\n",
|
||||
" server_url=\"http://127.0.0.1:5000\",\n",
|
||||
" toolset_name=\"my-toolset\"\n",
|
||||
")\n",
|
||||
"\n",
|
||||
"prompt = \"\"\"\n",
|
||||
" You're a helpful hotel assistant. You handle hotel searching, booking and\n",
|
||||
@@ -549,7 +553,7 @@
|
||||
" name='hotel_agent',\n",
|
||||
" description='A helpful AI assistant.',\n",
|
||||
" instruction=prompt,\n",
|
||||
" tools=toolbox_client.load_toolset(\"my-toolset\"),\n",
|
||||
" tools=[toolset],\n",
|
||||
")\n",
|
||||
"\n",
|
||||
"session_service = InMemorySessionService()\n",
|
||||
|
||||
@@ -52,7 +52,7 @@ runtime](https://research.google.com/colaboratory/local-runtimes.html).
|
||||
{{< tabpane persist=header >}}
|
||||
{{< tab header="ADK" lang="bash" >}}
|
||||
|
||||
pip install toolbox-core
|
||||
pip install toolbox-adk
|
||||
{{< /tab >}}
|
||||
{{< tab header="Langchain" lang="bash" >}}
|
||||
|
||||
|
||||
@@ -1,15 +1,17 @@
|
||||
from google.adk import Agent
|
||||
from google.adk.apps import App
|
||||
from toolbox_core import ToolboxSyncClient
|
||||
from google.adk.tools.toolbox_toolset import ToolboxToolset
|
||||
|
||||
# TODO(developer): update the TOOLBOX_URL to your toolbox endpoint
|
||||
client = ToolboxSyncClient("http://127.0.0.1:5000")
|
||||
toolset = ToolboxToolset(
|
||||
server_url="http://127.0.0.1:5000",
|
||||
)
|
||||
|
||||
root_agent = Agent(
|
||||
name='root_agent',
|
||||
model='gemini-2.5-flash',
|
||||
instruction="You are a helpful AI assistant designed to provide accurate and useful information.",
|
||||
tools=client.load_toolset(),
|
||||
tools=[toolset],
|
||||
)
|
||||
|
||||
app = App(root_agent=root_agent, name="my_agent")
|
||||
|
||||
@@ -1,3 +1,3 @@
|
||||
google-adk==1.21.0
|
||||
toolbox-core==0.5.4
|
||||
toolbox-adk>=0.1.0
|
||||
pytest==9.0.2
|
||||
@@ -48,7 +48,6 @@ instance, database and users:
|
||||
* `roles/cloudsql.editor`: Provides permissions to manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* `roles/cloudsql.admin`: Provides full control over all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
* `create_instance`
|
||||
@@ -300,7 +299,6 @@ instances and interacting with your database:
|
||||
* **create_user**: Creates a new user in a Cloud SQL instance.
|
||||
* **wait_for_operation**: Waits for a Cloud SQL operation to complete.
|
||||
* **clone_instance**: Creates a clone of an existing Cloud SQL for SQL Server instance.
|
||||
* **create_backup**: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
{{< notice note >}}
|
||||
Prebuilt tools are pre-1.0, so expect some tool changes between versions. LLMs
|
||||
|
||||
@@ -48,7 +48,6 @@ database and users:
|
||||
* `roles/cloudsql.editor`: Provides permissions to manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* `roles/cloudsql.admin`: Provides full control over all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
* `create_instance`
|
||||
@@ -300,7 +299,6 @@ instances and interacting with your database:
|
||||
* **create_user**: Creates a new user in a Cloud SQL instance.
|
||||
* **wait_for_operation**: Waits for a Cloud SQL operation to complete.
|
||||
* **clone_instance**: Creates a clone of an existing Cloud SQL for MySQL instance.
|
||||
* **create_backup**: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
{{< notice note >}}
|
||||
Prebuilt tools are pre-1.0, so expect some tool changes between versions. LLMs
|
||||
|
||||
@@ -48,7 +48,6 @@ instance, database and users:
|
||||
* `roles/cloudsql.editor`: Provides permissions to manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* `roles/cloudsql.admin`: Provides full control over all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
* `create_instance`
|
||||
@@ -300,7 +299,6 @@ instances and interacting with your database:
|
||||
* **create_user**: Creates a new user in a Cloud SQL instance.
|
||||
* **wait_for_operation**: Waits for a Cloud SQL operation to complete.
|
||||
* **clone_instance**: Creates a clone of an existing Cloud SQL for PostgreSQL instance.
|
||||
* **create_backup**: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
{{< notice note >}}
|
||||
Prebuilt tools are pre-1.0, so expect some tool changes between versions. LLMs
|
||||
|
||||
@@ -49,7 +49,7 @@ with the necessary configuration for deployment to Vertex AI Agent Engine.
|
||||
4. Add `toolbox-core` as a dependency to the new project:
|
||||
|
||||
```bash
|
||||
uv add toolbox-core
|
||||
uv add toolbox-adk
|
||||
```
|
||||
|
||||
## Step 3: Configure Google Cloud Authentication
|
||||
@@ -95,22 +95,23 @@ authentication token.
|
||||
```python
|
||||
from google.adk import Agent
|
||||
from google.adk.apps import App
|
||||
from toolbox_core import ToolboxSyncClient, auth_methods
|
||||
from google.adk.tools.toolbox_toolset import ToolboxToolset
|
||||
from toolbox_adk import CredentialStrategy
|
||||
|
||||
# TODO(developer): Replace with your Toolbox Cloud Run Service URL
|
||||
TOOLBOX_URL = "https://your-toolbox-service-xyz.a.run.app"
|
||||
|
||||
# Initialize the client with the Cloud Run URL and Auth headers
|
||||
client = ToolboxSyncClient(
|
||||
TOOLBOX_URL,
|
||||
client_headers={"Authorization": auth_methods.get_google_id_token(TOOLBOX_URL)}
|
||||
# Initialize the toolset with Workload Identity (generates ID token for the URL)
|
||||
toolset = ToolboxToolset(
|
||||
server_url=TOOLBOX_URL,
|
||||
credentials=CredentialStrategy.workload_identity(target_audience=TOOLBOX_URL)
|
||||
)
|
||||
|
||||
root_agent = Agent(
|
||||
name='root_agent',
|
||||
model='gemini-2.5-flash',
|
||||
instruction="You are a helpful AI assistant designed to provide accurate and useful information.",
|
||||
tools=client.load_toolset(),
|
||||
tools=[toolset],
|
||||
)
|
||||
|
||||
app = App(root_agent=root_agent, name="my_agent")
|
||||
|
||||
@@ -187,7 +187,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* **Cloud SQL Admin** (`roles/cloudsql.admin`): Provides full control over
|
||||
all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
@@ -204,7 +203,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
* `create_user`: Creates a new user in a Cloud SQL instance.
|
||||
* `wait_for_operation`: Waits for a Cloud SQL operation to complete.
|
||||
* `clone_instance`: Creates a clone for an existing Cloud SQL for MySQL instance.
|
||||
* `create_backup`: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
## Cloud SQL for PostgreSQL
|
||||
|
||||
@@ -277,7 +275,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* **Cloud SQL Admin** (`roles/cloudsql.admin`): Provides full control over
|
||||
all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
@@ -293,7 +290,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
* `create_user`: Creates a new user in a Cloud SQL instance.
|
||||
* `wait_for_operation`: Waits for a Cloud SQL operation to complete.
|
||||
* `clone_instance`: Creates a clone for an existing Cloud SQL for PostgreSQL instance.
|
||||
* `create_backup`: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
## Cloud SQL for SQL Server
|
||||
|
||||
@@ -340,7 +336,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
manage existing resources.
|
||||
* All `viewer` tools
|
||||
* `create_database`
|
||||
* `create_backup`
|
||||
* **Cloud SQL Admin** (`roles/cloudsql.admin`): Provides full control over
|
||||
all resources.
|
||||
* All `editor` and `viewer` tools
|
||||
@@ -356,7 +351,6 @@ See [Usage Examples](../reference/cli.md#examples).
|
||||
* `create_user`: Creates a new user in a Cloud SQL instance.
|
||||
* `wait_for_operation`: Waits for a Cloud SQL operation to complete.
|
||||
* `clone_instance`: Creates a clone for an existing Cloud SQL for SQL Server instance.
|
||||
* `create_backup`: Creates a backup on a Cloud SQL instance.
|
||||
|
||||
## Dataplex
|
||||
|
||||
|
||||
@@ -1,45 +0,0 @@
|
||||
---
|
||||
title: cloud-sql-create-backup
|
||||
type: docs
|
||||
weight: 10
|
||||
description: "Creates a backup on a Cloud SQL instance."
|
||||
---
|
||||
|
||||
The `cloud-sql-create-backup` tool creates an on-demand backup on a Cloud SQL instance using the Cloud SQL Admin API.
|
||||
|
||||
{{< notice info dd>}}
|
||||
This tool uses a `source` of kind `cloud-sql-admin`.
|
||||
{{< /notice >}}
|
||||
|
||||
## Examples
|
||||
|
||||
Basic backup creation (current state)
|
||||
|
||||
```yaml
|
||||
tools:
|
||||
backup-creation-basic:
|
||||
kind: cloud-sql-create-backup
|
||||
source: cloud-sql-admin-source
|
||||
description: "Creates a backup on the given Cloud SQL instance."
|
||||
```
|
||||
## Reference
|
||||
### Tool Configuration
|
||||
| **field** | **type** | **required** | **description** |
|
||||
| -------------- | :------: | :----------: | ------------------------------------------------------------- |
|
||||
| kind | string | true | Must be "cloud-sql-create-backup". |
|
||||
| source | string | true | The name of the `cloud-sql-admin` source to use. |
|
||||
| description | string | false | A description of the tool. |
|
||||
|
||||
### Tool Inputs
|
||||
|
||||
| **parameter** | **type** | **required** | **description** |
|
||||
| -------------------------- | :------: | :----------: | ------------------------------------------------------------------------------- |
|
||||
| project | string | true | The project ID. |
|
||||
| instance | string | true | The name of the instance to take a backup on. Does not include the project ID. |
|
||||
| location | string | false | (Optional) Location of the backup run. |
|
||||
| backup_description | string | false | (Optional) The description of this backup run. |
|
||||
|
||||
## See Also
|
||||
- [Cloud SQL Admin API documentation](https://cloud.google.com/sql/docs/mysql/admin-api)
|
||||
- [Toolbox Cloud SQL tools documentation](../cloudsql)
|
||||
- [Cloud SQL Backup API documentation](https://cloud.google.com/sql/docs/mysql/backup-recovery/backups)
|
||||
@@ -365,7 +365,7 @@ pip install llama-index-llms-google-genai
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab header="ADK" lang="bash" >}}
|
||||
pip install toolbox-core
|
||||
pip install toolbox-adk
|
||||
{{< /tab >}}
|
||||
{{< /tabpane >}}
|
||||
|
||||
@@ -607,8 +607,8 @@ from google.adk.agents import Agent
|
||||
from google.adk.runners import Runner
|
||||
from google.adk.sessions import InMemorySessionService
|
||||
from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService
|
||||
from google.adk.tools.toolbox_toolset import ToolboxToolset
|
||||
from google.genai import types # For constructing message content
|
||||
from toolbox_core import ToolboxSyncClient
|
||||
|
||||
import os
|
||||
os.environ['GOOGLE_GENAI_USE_VERTEXAI'] = 'True'
|
||||
@@ -623,48 +623,47 @@ os.environ['GOOGLE_CLOUD_LOCATION'] = 'us-central1'
|
||||
|
||||
# --- Load Tools from Toolbox ---
|
||||
|
||||
# TODO(developer): Ensure the Toolbox server is running at <http://127.0.0.1:5000>
|
||||
# TODO(developer): Ensure the Toolbox server is running at http://127.0.0.1:5000
|
||||
toolset = ToolboxToolset(server_url="http://127.0.0.1:5000")
|
||||
|
||||
with ToolboxSyncClient("<http://127.0.0.1:5000>") as toolbox_client:
|
||||
# TODO(developer): Replace "my-toolset" with the actual ID of your toolset as configured in your MCP Toolbox server.
|
||||
agent_toolset = toolbox_client.load_toolset("my-toolset")
|
||||
# --- Define the Agent's Prompt ---
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
# --- Define the Agent's Prompt ---
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
# --- Configure the Agent ---
|
||||
|
||||
# --- Configure the Agent ---
|
||||
root_agent = Agent(
|
||||
model='gemini-2.0-flash-001',
|
||||
name='hotel_agent',
|
||||
description='A helpful AI assistant that can search and book hotels.',
|
||||
instruction=prompt,
|
||||
tools=[toolset], # Pass the loaded toolset
|
||||
)
|
||||
|
||||
root_agent = Agent(
|
||||
model='gemini-2.0-flash-001',
|
||||
name='hotel_agent',
|
||||
description='A helpful AI assistant that can search and book hotels.',
|
||||
instruction=prompt,
|
||||
tools=agent_toolset, # Pass the loaded toolset
|
||||
)
|
||||
# --- Initialize Services for Running the Agent ---
|
||||
session_service = InMemorySessionService()
|
||||
artifacts_service = InMemoryArtifactService()
|
||||
|
||||
# --- Initialize Services for Running the Agent ---
|
||||
session_service = InMemorySessionService()
|
||||
artifacts_service = InMemoryArtifactService()
|
||||
runner = Runner(
|
||||
app_name='hotel_agent',
|
||||
agent=root_agent,
|
||||
artifact_service=artifacts_service,
|
||||
session_service=session_service,
|
||||
)
|
||||
|
||||
async def main():
|
||||
# Create a new session for the interaction.
|
||||
session = session_service.create_session(
|
||||
session = await session_service.create_session(
|
||||
state={}, app_name='hotel_agent', user_id='123'
|
||||
)
|
||||
|
||||
runner = Runner(
|
||||
app_name='hotel_agent',
|
||||
agent=root_agent,
|
||||
artifact_service=artifacts_service,
|
||||
session_service=session_service,
|
||||
)
|
||||
|
||||
# --- Define Queries and Run the Agent ---
|
||||
queries = [
|
||||
"Find hotels in Basel with Basel in it's name.",
|
||||
@@ -687,6 +686,10 @@ with ToolboxSyncClient("<http://127.0.0.1:5000>") as toolbox_client:
|
||||
|
||||
for text in responses:
|
||||
print(text)
|
||||
|
||||
import asyncio
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
{{< /tab >}}
|
||||
{{< /tabpane >}}
|
||||
|
||||
|
||||
@@ -43,9 +43,6 @@ tools:
|
||||
clone_instance:
|
||||
kind: cloud-sql-clone-instance
|
||||
source: cloud-sql-admin-source
|
||||
create_backup:
|
||||
kind: cloud-sql-create-backup
|
||||
source: cloud-sql-admin-source
|
||||
|
||||
toolsets:
|
||||
cloud_sql_mssql_admin_tools:
|
||||
@@ -57,4 +54,3 @@ toolsets:
|
||||
- create_user
|
||||
- wait_for_operation
|
||||
- clone_instance
|
||||
- create_backup
|
||||
|
||||
@@ -43,9 +43,6 @@ tools:
|
||||
clone_instance:
|
||||
kind: cloud-sql-clone-instance
|
||||
source: cloud-sql-admin-source
|
||||
create_backup:
|
||||
kind: cloud-sql-create-backup
|
||||
source: cloud-sql-admin-source
|
||||
|
||||
toolsets:
|
||||
cloud_sql_mysql_admin_tools:
|
||||
@@ -57,4 +54,3 @@ toolsets:
|
||||
- create_user
|
||||
- wait_for_operation
|
||||
- clone_instance
|
||||
- create_backup
|
||||
|
||||
@@ -46,9 +46,6 @@ tools:
|
||||
postgres_upgrade_precheck:
|
||||
kind: postgres-upgrade-precheck
|
||||
source: cloud-sql-admin-source
|
||||
create_backup:
|
||||
kind: cloud-sql-create-backup
|
||||
source: cloud-sql-admin-source
|
||||
|
||||
toolsets:
|
||||
cloud_sql_postgres_admin_tools:
|
||||
@@ -61,4 +58,3 @@ toolsets:
|
||||
- wait_for_operation
|
||||
- postgres_upgrade_precheck
|
||||
- clone_instance
|
||||
- create_backup
|
||||
|
||||
@@ -352,28 +352,6 @@ func (s *Source) GetWaitForOperations(ctx context.Context, service *sqladmin.Ser
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
func (s *Source) InsertBackupRun(ctx context.Context, project, instance, location, backupDescription, accessToken string) (any, error) {
|
||||
backupRun := &sqladmin.BackupRun{}
|
||||
if location != "" {
|
||||
backupRun.Location = location
|
||||
}
|
||||
if backupDescription != "" {
|
||||
backupRun.Description = backupDescription
|
||||
}
|
||||
|
||||
service, err := s.GetService(ctx, string(accessToken))
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
|
||||
resp, err := service.BackupRuns.Insert(project, instance, backupRun).Do()
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("error creating backup: %w", err)
|
||||
}
|
||||
|
||||
return resp, nil
|
||||
}
|
||||
|
||||
func generateCloudSQLConnectionMessage(ctx context.Context, source *Source, logger log.Logger, opResponse map[string]any, connectionMessageTemplate string) (string, bool) {
|
||||
operationType, ok := opResponse["operationType"].(string)
|
||||
if !ok || operationType != "CREATE_DATABASE" {
|
||||
|
||||
@@ -1,180 +0,0 @@
|
||||
// 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.
|
||||
|
||||
package cloudsqlcreatebackup
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
|
||||
"github.com/goccy/go-yaml"
|
||||
"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
|
||||
"github.com/googleapis/genai-toolbox/internal/sources"
|
||||
"github.com/googleapis/genai-toolbox/internal/tools"
|
||||
"github.com/googleapis/genai-toolbox/internal/util/parameters"
|
||||
"google.golang.org/api/sqladmin/v1"
|
||||
)
|
||||
|
||||
const kind string = "cloud-sql-create-backup"
|
||||
|
||||
var _ tools.ToolConfig = Config{}
|
||||
|
||||
type compatibleSource interface {
|
||||
GetDefaultProject() string
|
||||
GetService(context.Context, string) (*sqladmin.Service, error)
|
||||
UseClientAuthorization() bool
|
||||
InsertBackupRun(ctx context.Context, project, instance, location, backupDescription, accessToken string) (any, error)
|
||||
}
|
||||
|
||||
// Config defines the configuration for the create-backup tool.
|
||||
type Config struct {
|
||||
Name string `yaml:"name" validate:"required"`
|
||||
Kind string `yaml:"kind" validate:"required"`
|
||||
Description string `yaml:"description"`
|
||||
Source string `yaml:"source" validate:"required"`
|
||||
AuthRequired []string `yaml:"authRequired"`
|
||||
}
|
||||
|
||||
func init() {
|
||||
if !tools.Register(kind, newConfig) {
|
||||
panic(fmt.Sprintf("tool kind %q already registered", kind))
|
||||
}
|
||||
}
|
||||
|
||||
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
|
||||
actual := Config{Name: name}
|
||||
if err := decoder.DecodeContext(ctx, &actual); err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return actual, nil
|
||||
}
|
||||
|
||||
// ToolConfigKind returns the kind of the tool.
|
||||
func (cfg Config) ToolConfigKind() string {
|
||||
return kind
|
||||
}
|
||||
|
||||
// Initialize initializes the tool from the configuration.
|
||||
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
|
||||
rawS, ok := srcs[cfg.Source]
|
||||
if !ok {
|
||||
return nil, fmt.Errorf("no source named %q configured", cfg.Source)
|
||||
}
|
||||
s, ok := rawS.(compatibleSource)
|
||||
if !ok {
|
||||
return nil, fmt.Errorf("invalid source for %q tool: source %q not compatible", kind, cfg.Source)
|
||||
}
|
||||
|
||||
project := s.GetDefaultProject()
|
||||
var projectParam parameters.Parameter
|
||||
if project != "" {
|
||||
projectParam = parameters.NewStringParameterWithDefault("project", project, "The GCP project ID. This is pre-configured; do not ask for it unless the user explicitly provides a different one.")
|
||||
} else {
|
||||
projectParam = parameters.NewStringParameter("project", "The project ID")
|
||||
}
|
||||
|
||||
allParameters := parameters.Parameters{
|
||||
projectParam,
|
||||
parameters.NewStringParameter("instance", "Cloud SQL instance ID. This does not include the project ID."),
|
||||
// Location and backup_description are optional.
|
||||
parameters.NewStringParameterWithRequired("location", "Location of the backup run.", false),
|
||||
parameters.NewStringParameterWithRequired("backup_description", "The description of this backup run.", false),
|
||||
}
|
||||
paramManifest := allParameters.Manifest()
|
||||
|
||||
description := cfg.Description
|
||||
if description == "" {
|
||||
description = "Creates a backup on a Cloud SQL instance."
|
||||
}
|
||||
|
||||
mcpManifest := tools.GetMcpManifest(cfg.Name, description, cfg.AuthRequired, allParameters, nil)
|
||||
|
||||
return Tool{
|
||||
Config: cfg,
|
||||
AllParams: allParameters,
|
||||
manifest: tools.Manifest{Description: description, Parameters: paramManifest, AuthRequired: cfg.AuthRequired},
|
||||
mcpManifest: mcpManifest,
|
||||
}, nil
|
||||
}
|
||||
|
||||
// Tool represents the create-backup tool.
|
||||
type Tool struct {
|
||||
Config
|
||||
AllParams parameters.Parameters `yaml:"allParams"`
|
||||
manifest tools.Manifest
|
||||
mcpManifest tools.McpManifest
|
||||
}
|
||||
|
||||
func (t Tool) ToConfig() tools.ToolConfig {
|
||||
return t.Config
|
||||
}
|
||||
|
||||
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
|
||||
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
paramsMap := params.AsMap()
|
||||
|
||||
project, ok := paramsMap["project"].(string)
|
||||
if !ok {
|
||||
return nil, fmt.Errorf("error casting 'project' parameter: %v", paramsMap["project"])
|
||||
}
|
||||
instance, ok := paramsMap["instance"].(string)
|
||||
if !ok {
|
||||
return nil, fmt.Errorf("error casting 'instance' parameter: %v", paramsMap["instance"])
|
||||
}
|
||||
|
||||
location, _ := paramsMap["location"].(string)
|
||||
description, _ := paramsMap["backup_description"].(string)
|
||||
|
||||
return source.InsertBackupRun(ctx, project, instance, location, description, string(accessToken))
|
||||
}
|
||||
|
||||
// ParseParams parses the parameters for the tool.
|
||||
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
|
||||
return parameters.ParseParams(t.AllParams, data, claims)
|
||||
}
|
||||
|
||||
func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
|
||||
return parameters.EmbedParams(ctx, t.AllParams, paramValues, embeddingModelsMap, nil)
|
||||
}
|
||||
|
||||
// Manifest returns the tool's manifest.
|
||||
func (t Tool) Manifest() tools.Manifest {
|
||||
return t.manifest
|
||||
}
|
||||
|
||||
// McpManifest returns the tool's MCP manifest.
|
||||
func (t Tool) McpManifest() tools.McpManifest {
|
||||
return t.mcpManifest
|
||||
}
|
||||
|
||||
// Authorized checks if the tool is authorized.
|
||||
func (t Tool) Authorized(verifiedAuthServices []string) bool {
|
||||
return true
|
||||
}
|
||||
|
||||
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
|
||||
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
|
||||
if err != nil {
|
||||
return false, err
|
||||
}
|
||||
|
||||
return source.UseClientAuthorization(), nil
|
||||
}
|
||||
|
||||
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
|
||||
return "Authorization", nil
|
||||
}
|
||||
@@ -1,72 +0,0 @@
|
||||
// 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.
|
||||
|
||||
package cloudsqlcreatebackup_test
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
yaml "github.com/goccy/go-yaml"
|
||||
"github.com/google/go-cmp/cmp"
|
||||
"github.com/googleapis/genai-toolbox/internal/server"
|
||||
"github.com/googleapis/genai-toolbox/internal/testutils"
|
||||
"github.com/googleapis/genai-toolbox/internal/tools/cloudsql/cloudsqlcreatebackup"
|
||||
)
|
||||
|
||||
func TestParseFromYaml(t *testing.T) {
|
||||
ctx, err := testutils.ContextWithNewLogger()
|
||||
if err != nil {
|
||||
t.Fatalf("unexpected error: %s", err)
|
||||
}
|
||||
tcs := []struct {
|
||||
desc string
|
||||
in string
|
||||
want server.ToolConfigs
|
||||
}{
|
||||
{
|
||||
desc: "basic example",
|
||||
in: `
|
||||
tools:
|
||||
create-backup-tool:
|
||||
kind: cloud-sql-create-backup
|
||||
description: a test description
|
||||
source: a-source
|
||||
`,
|
||||
want: server.ToolConfigs{
|
||||
"create-backup-tool": cloudsqlcreatebackup.Config{
|
||||
Name: "create-backup-tool",
|
||||
Kind: "cloud-sql-create-backup",
|
||||
Description: "a test description",
|
||||
Source: "a-source",
|
||||
AuthRequired: []string{},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
for _, tc := range tcs {
|
||||
t.Run(tc.desc, func(t *testing.T) {
|
||||
got := struct {
|
||||
Tools server.ToolConfigs `yaml:"tools"`
|
||||
}{}
|
||||
// Parse contents
|
||||
err := yaml.UnmarshalContext(ctx, testutils.FormatYaml(tc.in), &got)
|
||||
if err != nil {
|
||||
t.Fatalf("unable to unmarshal: %s", err)
|
||||
}
|
||||
if diff := cmp.Diff(tc.want, got.Tools); diff != "" {
|
||||
t.Fatalf("incorrect parse: diff %v", diff)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
@@ -1,232 +0,0 @@
|
||||
// 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.
|
||||
|
||||
package cloudsql
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"io"
|
||||
"net/http"
|
||||
"net/http/httptest"
|
||||
"net/url"
|
||||
"reflect"
|
||||
"regexp"
|
||||
"strings"
|
||||
"testing"
|
||||
"time"
|
||||
|
||||
"github.com/google/go-cmp/cmp"
|
||||
"github.com/googleapis/genai-toolbox/internal/testutils"
|
||||
"github.com/googleapis/genai-toolbox/tests"
|
||||
"google.golang.org/api/sqladmin/v1"
|
||||
)
|
||||
|
||||
var (
|
||||
createBackupToolKind = "cloud-sql-create-backup"
|
||||
)
|
||||
|
||||
type createBackupTransport struct {
|
||||
transport http.RoundTripper
|
||||
url *url.URL
|
||||
}
|
||||
|
||||
func (t *createBackupTransport) RoundTrip(req *http.Request) (*http.Response, error) {
|
||||
if strings.HasPrefix(req.URL.String(), "https://sqladmin.googleapis.com") {
|
||||
req.URL.Scheme = t.url.Scheme
|
||||
req.URL.Host = t.url.Host
|
||||
}
|
||||
return t.transport.RoundTrip(req)
|
||||
}
|
||||
|
||||
type mastercreateBackupHandler struct {
|
||||
t *testing.T
|
||||
}
|
||||
|
||||
func (h *mastercreateBackupHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
|
||||
if !strings.Contains(r.UserAgent(), "genai-toolbox/") {
|
||||
h.t.Errorf("User-Agent header not found")
|
||||
}
|
||||
var backupRun sqladmin.BackupRun
|
||||
if err := json.NewDecoder(r.Body).Decode(&backupRun); err != nil {
|
||||
h.t.Fatalf("failed to decode request body: %v", err)
|
||||
} else {
|
||||
h.t.Logf("Received request body: %+v", backupRun)
|
||||
}
|
||||
|
||||
var expectedBackupRun sqladmin.BackupRun
|
||||
var response any
|
||||
var statusCode int
|
||||
|
||||
switch backupRun.Description {
|
||||
case "":
|
||||
expectedBackupRun = sqladmin.BackupRun{}
|
||||
response = map[string]any{"name": "op1", "status": "PENDING"}
|
||||
statusCode = http.StatusOK
|
||||
case "test desc":
|
||||
expectedBackupRun = sqladmin.BackupRun{Location: "us-central1", Description: "test desc"}
|
||||
response = map[string]any{"name": "op1", "status": "PENDING"}
|
||||
statusCode = http.StatusOK
|
||||
default:
|
||||
http.Error(w, fmt.Sprintf("unhandled instance name: %s", backupRun.Instance), http.StatusInternalServerError)
|
||||
return
|
||||
}
|
||||
|
||||
if diff := cmp.Diff(expectedBackupRun, backupRun); diff != "" {
|
||||
h.t.Errorf("unexpected request body (-want +got):\n%s", diff)
|
||||
}
|
||||
|
||||
w.Header().Set("Content-Type", "application/json")
|
||||
w.WriteHeader(statusCode)
|
||||
if err := json.NewEncoder(w).Encode(response); err != nil {
|
||||
http.Error(w, err.Error(), http.StatusInternalServerError)
|
||||
}
|
||||
}
|
||||
|
||||
func TestCreateBackupToolEndpoints(t *testing.T) {
|
||||
ctx, cancel := context.WithTimeout(context.Background(), time.Minute)
|
||||
defer cancel()
|
||||
|
||||
handler := &mastercreateBackupHandler{t: t}
|
||||
server := httptest.NewServer(handler)
|
||||
defer server.Close()
|
||||
|
||||
serverURL, err := url.Parse(server.URL)
|
||||
if err != nil {
|
||||
t.Fatalf("failed to parse server URL: %v", err)
|
||||
}
|
||||
|
||||
originalTransport := http.DefaultClient.Transport
|
||||
if originalTransport == nil {
|
||||
originalTransport = http.DefaultTransport
|
||||
}
|
||||
http.DefaultClient.Transport = &createBackupTransport{
|
||||
transport: originalTransport,
|
||||
url: serverURL,
|
||||
}
|
||||
t.Cleanup(func() {
|
||||
http.DefaultClient.Transport = originalTransport
|
||||
})
|
||||
|
||||
var args []string
|
||||
toolsFile := getCreateBackupToolsConfig()
|
||||
cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
|
||||
if err != nil {
|
||||
t.Fatalf("command initialization returned an error: %s", err)
|
||||
}
|
||||
defer cleanup()
|
||||
|
||||
waitCtx, cancel := context.WithTimeout(ctx, 30*time.Second)
|
||||
defer cancel()
|
||||
out, err := testutils.WaitForString(waitCtx, regexp.MustCompile(`Server ready to serve`), cmd.Out)
|
||||
if err != nil {
|
||||
t.Logf("toolbox command logs: \n%s", out)
|
||||
t.Fatalf("toolbox didn't start successfully: %s", err)
|
||||
}
|
||||
|
||||
tcs := []struct {
|
||||
name string
|
||||
toolName string
|
||||
body string
|
||||
want string
|
||||
expectError bool
|
||||
errorStatus int
|
||||
}{
|
||||
{
|
||||
name: "successful backup creation with no optional parameters",
|
||||
toolName: "create-backup",
|
||||
body: `{"project": "p1", "instance": "instance-no-optional"}`,
|
||||
want: `{"name":"op1","status":"PENDING"}`,
|
||||
},
|
||||
{
|
||||
name: "successful backup creation with optional parameters",
|
||||
toolName: "create-backup",
|
||||
body: `{"project": "p1", "instance": "instance-optional", "location": "us-central1", "backup_description": "test desc"}`,
|
||||
want: `{"name":"op1","status":"PENDING"}`,
|
||||
},
|
||||
{
|
||||
name: "missing instance name",
|
||||
toolName: "create-backup",
|
||||
body: `{"project": "p1", "escription": "invalid"}`,
|
||||
expectError: true,
|
||||
errorStatus: http.StatusBadRequest,
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range tcs {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
api := fmt.Sprintf("http://127.0.0.1:5000/api/tool/%s/invoke", tc.toolName)
|
||||
req, err := http.NewRequest(http.MethodPost, api, bytes.NewBufferString(tc.body))
|
||||
if err != nil {
|
||||
t.Fatalf("unable to create request: %s", err)
|
||||
}
|
||||
req.Header.Add("Content-type", "application/json")
|
||||
resp, err := http.DefaultClient.Do(req)
|
||||
if err != nil {
|
||||
t.Fatalf("unable to send request: %s", err)
|
||||
}
|
||||
defer resp.Body.Close()
|
||||
|
||||
if tc.expectError {
|
||||
if resp.StatusCode != tc.errorStatus {
|
||||
bodyBytes, _ := io.ReadAll(resp.Body)
|
||||
t.Fatalf("expected status %d but got %d: %s", tc.errorStatus, resp.StatusCode, string(bodyBytes))
|
||||
}
|
||||
return
|
||||
}
|
||||
|
||||
if resp.StatusCode != http.StatusOK {
|
||||
bodyBytes, _ := io.ReadAll(resp.Body)
|
||||
t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(bodyBytes))
|
||||
}
|
||||
|
||||
var result struct {
|
||||
Result string `json:"result"`
|
||||
}
|
||||
if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
|
||||
t.Fatalf("failed to decode response: %v", err)
|
||||
}
|
||||
|
||||
var got, want map[string]any
|
||||
if err := json.Unmarshal([]byte(result.Result), &got); err != nil {
|
||||
t.Fatalf("failed to unmarshal result: %v", err)
|
||||
}
|
||||
if err := json.Unmarshal([]byte(tc.want), &want); err != nil {
|
||||
t.Fatalf("failed to unmarshal want: %v", err)
|
||||
}
|
||||
|
||||
if !reflect.DeepEqual(got, want) {
|
||||
t.Fatalf("unexpected result: got %+v, want %+v", got, want)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func getCreateBackupToolsConfig() map[string]any {
|
||||
return map[string]any{
|
||||
"sources": map[string]any{
|
||||
"my-cloud-sql-source": map[string]any{
|
||||
"kind": "cloud-sql-admin",
|
||||
},
|
||||
},
|
||||
"tools": map[string]any{
|
||||
"create-backup": map[string]any{
|
||||
"kind": createBackupToolKind,
|
||||
"source": "my-cloud-sql-source",
|
||||
},
|
||||
},
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user