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Refactor Agent Engine module to support new source based deployments (#3609)

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* Refactor Agent Engine module to support new source based deployments

* Fix linting

* Fix tests

* Fix tests

* Remove generated_pickle line from examples

* Fix indentation

* Delete modules/agent-engine/terraform.atfvars

---------

Co-authored-by: Ludovico Magnocavallo <ludomagno@google.com>
This commit is contained in:
Luca Prete
2026-01-04 09:11:46 +01:00
committed by GitHub
parent c4447993d3
commit d0d7c64670
18 changed files with 562 additions and 744 deletions
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150
modules/agent-engine/README.md
View File

@@ -2,13 +2,16 @@
The module creates Agent Engine and related dependencies.
- It can automatically generate and update the Pickle file for you, given a source file.
- It optionally creates a GCS storage bucket or can use an existing one and loads on it all your dependencies (`pickle`, `dependencies.tar.gz`, `requirements.txt`)
- Manages the service accounts lifecycle
- It supports both source based deployments (aka in-line deployment) and serialized object deployment (aka pickle deployment).
- For serialized object deployment, it optionally creates a GCS storage bucket or can use an existing one and loads on it all your dependencies (`pickle`, `dependencies.tar.gz`, `requirements.txt`).
- Manages custom service accounts lifecycle.
<!-- BEGIN TOC -->
- [Packaging dependencies](#packaging-dependencies)
- [Minimal deployment](#minimal-deployment)
- [Source based deployment](#source-based-deployment)
- [Create the tar.gz package](#create-the-targz-package)
- [Minimal deployment](#minimal-deployment)
- [Serialized Object Deployment](#serialized-object-deployment)
- [Unmanaged deployments](#unmanaged-deployments)
- [Service accounts](#service-accounts)
- [Specify an encryption key](#specify-an-encryption-key)
- [Define environment variables and use secrets](#define-environment-variables-and-use-secrets)
@@ -17,20 +20,20 @@ The module creates Agent Engine and related dependencies.
- [Outputs](#outputs)
<!-- END TOC -->
## Packaging dependencies
## Source based deployment
To deploy an agent, you first need package your dependencies. This consists of a folder with
The source based deployment is the newest, most efficient and easiest way to deploy your agents.
- The source Python file defining your agent to be pickled (or the equivalent pickle file).
- The `dependencies.tar.gz`.
### Create the tar.gz package
First, create a *tar.gz* file with these files:
- The source Python file defining your agent, called `agent.py`.
- The `requirements.txt` file.
By default, the module expects these files to be in an `src` subfolder.
By default, the module expects the `tar.gz` file to be in the `src` subfolder and to be called `source.tar.gz`.
You can decide to **let the module create the pickle file for you**, starting from a source agent file.
In this case, the module expects you to have in `src` a source file called `agent.py` with a variable referencing your agent function definition called `local_agent`.
This is an example of `agent.py` file for ADK:
This is an example of an `agent.py` file for ADK:
```python
from google.adk.agents import LlmAgent
@@ -55,19 +58,12 @@ root_agent = LlmAgent(
tools=[get_exchange_rate],
)
local_agent = AdkApp(agent=root_agent)
agent = AdkApp(agent=root_agent)
```
The [tools/serialize_agent.py](tools/serialize_agent.py) is used to generate the `pickle.pkl` file.
You module needs [these packages](tools/requirements.txt) to work.
### Minimal deployment
If you **already have a pickle file**, the module expects you to have in the `src` subfolder a `pickle.pkl` file.
You can customize these values by using the `source_files` variable.
## Minimal deployment
This example assumes you are providing the [source packages](#packaging-dependencies) (`agent.py`, `dependencies.tar.gz` and `requirements.txt`) in the `src` subfolder. Every time you will change the agent definition, the module will generate the new pickle file for you, will update it on the GCS bucket and will update your agent.
You can now deploy the agent.
```hcl
module "agent_engine" {
@@ -80,34 +76,71 @@ module "agent_engine" {
agent_framework = "google-adk"
}
source_files = {
path = "assets/src/"
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=minimal.yaml
```
Alternatively, you can pass a pre-generated `pickle.pkl` file.
You can change the name of the tar.gz package, of the requirement file, the name of the Python file and the name of the agent function by using the `deployment_files.source_config` variable.
## Serialized Object Deployment
You can also manually serialize your agent by using the [cloudpickle library](https://github.com/cloudpipe/cloudpickle) and pass the `pickle.pkl`, `dependencies.tar.gz` and `requirements.txt` files to the module.
```hcl
module "agent_engine" {
source = "./fabric/modules/agent-engine"
name = "my-agent"
project_id = var.project_id
region = var.region
generate_pickle = false
source = "./fabric/modules/agent-engine"
name = "my-agent"
project_id = var.project_id
region = var.region
agent_engine_config = {
agent_framework = "google-adk"
}
source_files = {
path = "assets/src/"
deployment_files = {
package_config = {
dependencies_path = "assets/src/dependencies.tar.gz"
pickle_path = "assets/src/pickle.pkl"
requirements_path = "assets/src/requirements.txt"
}
source_config = null
}
}
# tftest inventory=minimal-pickle.yaml
```
### Unmanaged deployments
By default, this module tracks and controls code updates. This means you can only the agent code via Terraform.
Anyway, you may want to delegate this operation to third-party tools, outside Terraform.
To do so, deploy the first revision of your code by using the module (this can even be a hello world) and set `var.managed` to `false`.
```hcl
module "agent_engine" {
source = "./fabric/modules/agent-engine"
name = "my-agent"
project_id = var.project_id
region = var.region
managed = false
agent_engine_config = {
agent_framework = "google-adk"
}
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=unmanaged.yaml
```
## Service accounts
By default, the module creates a dedicated service account for your agent and grants it the roles needed to deploy the agent. The default roles are defined in `var.service_account_config.roles`. You can add more roles, as needed.
@@ -131,8 +164,10 @@ module "agent_engine" {
create = false
}
source_files = {
path = "assets/src/"
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=sa-default.yaml
@@ -156,8 +191,10 @@ module "agent_engine" {
email = "my-sa@${var.project_id}.iam.gserviceaccount.com"
}
source_files = {
path = "assets/src/"
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=sa-custom.yaml
@@ -181,8 +218,10 @@ module "agent_engine" {
agent_framework = "google-adk"
}
source_files = {
path = "assets/src/"
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=encryption.yaml
@@ -212,8 +251,10 @@ module "agent_engine" {
}
}
source_files = {
path = "assets/src/"
deployment_files = {
source_config = {
source_path = "assets/src/source.tar.gz"
}
}
}
# tftest inventory=environment.yaml
@@ -227,22 +268,23 @@ The module allows you to dynamically reference context values for resources crea
| name | description | type | required | default |
|---|---|:---:|:---:|:---:|
| [agent_engine_config](variables.tf#L17) | The agent configuration. | <code title="object&#40;&#123;&#10; agent_framework &#61; string&#10; class_methods &#61; optional&#40;list&#40;any&#41;, &#91;&#93;&#41;&#10; environment_variables &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; python_version &#61; optional&#40;string, &#34;3.12&#34;&#41;&#10; secret_environment_variables &#61; optional&#40;map&#40;object&#40;&#123;&#10; secret_id &#61; string&#10; version &#61; optional&#40;string, &#34;latest&#34;&#41;&#10; &#125;&#41;&#41;, &#123;&#125;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | ✓ | |
| [name](variables.tf#L77) | The name of the agent. | <code>string</code> | ✓ | |
| [project_id](variables.tf#L83) | The id of the project where to deploy the agent. | <code>string</code> | ✓ | |
| [region](variables.tf#L89) | The region where to deploy the agent. | <code>string</code> | ✓ | |
| [bucket_config](variables.tf#L32) | The GCS bucket configuration. | <code title="object&#40;&#123;&#10; create &#61; optional&#40;bool, true&#41;&#10; deletion_protection &#61; optional&#40;bool, true&#41;&#10; name &#61; optional&#40;string&#41;&#10; uniform_bucket_level_access &#61; optional&#40;bool, true&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
| [context](variables.tf#L44) | Context-specific interpolations. | <code title="object&#40;&#123;&#10; custom_roles &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; iam_principals &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; locations &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; kms_keys &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; project_ids &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
| [description](variables.tf#L57) | The Agent Engine description. | <code>string</code> | | <code>&#34;Terraform managed.&#34;</code> |
| [encryption_key](variables.tf#L64) | The full resource name of the Cloud KMS CryptoKey. | <code>string</code> | | <code>null</code> |
| [generate_pickle](variables.tf#L70) | Generate the pickle file from a source file. | <code>bool</code> | | <code>true</code> |
| [agent_engine_config](variables.tf#L17) | The agent configuration. | <code title="object&#40;&#123;&#10; agent_framework &#61; string&#10; class_methods &#61; optional&#40;list&#40;any&#41;, &#91;&#93;&#41;&#10; container_concurrency &#61; optional&#40;number&#41;&#10; environment_variables &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; max_instances &#61; optional&#40;number&#41;&#10; min_instances &#61; optional&#40;number&#41;&#10; python_version &#61; optional&#40;string, &#34;3.12&#34;&#41;&#10; resource_limits &#61; optional&#40;object&#40;&#123;&#10; cpu &#61; string&#10; memory &#61; string&#10; &#125;&#41;&#41;&#10; secret_environment_variables &#61; optional&#40;map&#40;object&#40;&#123;&#10; secret_id &#61; string&#10; version &#61; optional&#40;string, &#34;latest&#34;&#41;&#10; &#125;&#41;&#41;, &#123;&#125;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | ✓ | |
| [name](variables.tf#L121) | The name of the agent. | <code>string</code> | ✓ | |
| [project_id](variables.tf#L127) | The id of the project where to deploy the agent. | <code>string</code> | ✓ | |
| [region](variables.tf#L133) | The region where to deploy the agent. | <code>string</code> | ✓ | |
| [bucket_config](variables.tf#L40) | The GCS bucket configuration. | <code title="object&#40;&#123;&#10; create &#61; optional&#40;bool, true&#41;&#10; deletion_protection &#61; optional&#40;bool, true&#41;&#10; name &#61; optional&#40;string&#41;&#10; uniform_bucket_level_access &#61; optional&#40;bool, true&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
| [context](variables.tf#L52) | Context-specific interpolations. | <code title="object&#40;&#123;&#10; custom_roles &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; iam_principals &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; locations &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; kms_keys &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10; project_ids &#61; optional&#40;map&#40;string&#41;, &#123;&#125;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
| [deployment_files](variables.tf#L65) | The to source files path and names. | <code title="object&#40;&#123;&#10; package_config &#61; optional&#40;object&#40;&#123;&#10; dependencies_path &#61; optional&#40;string, &#34;.&#47;src&#47;dependencies.tar.gz&#34;&#41;&#10; pickle_path &#61; optional&#40;string, &#34;.&#47;src&#47;pickle.pkl&#34;&#41;&#10; requirements_path &#61; optional&#40;string, &#34;.&#47;src&#47;requirements.txt&#34;&#41;&#10; &#125;&#41;, null&#41;&#10; source_config &#61; optional&#40;object&#40;&#123;&#10; entrypoint_module &#61; optional&#40;string, &#34;agent&#34;&#41;&#10; entrypoint_object &#61; optional&#40;string, &#34;agent&#34;&#41;&#10; requirements_path &#61; optional&#40;string, &#34;requirements.txt&#34;&#41;&#10; source_path &#61; optional&#40;string, &#34;.&#47;src&#47;source.tar.gz&#34;&#41;&#10; &#125;&#41;, null&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code title="&#123;&#10; package_config &#61; null&#10; source_config &#61; &#123;&#125;&#10;&#125;">&#123;&#8230;&#125;</code> |
| [description](variables.tf#L101) | The Agent Engine description. | <code>string</code> | | <code>&#34;Terraform managed.&#34;</code> |
| [encryption_key](variables.tf#L108) | The full resource name of the Cloud KMS CryptoKey. | <code>string</code> | | <code>null</code> |
| [managed](variables.tf#L114) | Whether the Terraform module should control the code updates. | <code>bool</code> | | <code>true</code> |
| [service_account_config](variables-serviceaccount.tf#L18) | Service account configurations. | <code title="object&#40;&#123;&#10; create &#61; optional&#40;bool, true&#41;&#10; display_name &#61; optional&#40;string&#41;&#10; email &#61; optional&#40;string&#41;&#10; name &#61; optional&#40;string&#41;&#10; roles &#61; optional&#40;list&#40;string&#41;, &#91;&#10; &#34;roles&#47;aiplatform.user&#34;,&#10; &#34;roles&#47;storage.objectViewer&#34;,&#10; &#34;roles&#47;viewer&#34;&#10; &#93;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
| [source_files](variables.tf#L95) | The to source files path and names. | <code title="object&#40;&#123;&#10; dependencies &#61; optional&#40;string, &#34;dependencies.tar.gz&#34;&#41;&#10; path &#61; optional&#40;string, &#34;.&#47;src&#34;&#41;&#10; pickle_out &#61; optional&#40;string, &#34;pickle.pkl&#34;&#41;&#10; pickle_src &#61; optional&#40;string, &#34;agent.py&#34;&#41;&#10; pickle_src_var_name &#61; optional&#40;string, &#34;local_agent&#34;&#41;&#10; requirements &#61; optional&#40;string, &#34;requirements.txt&#34;&#41;&#10;&#125;&#41;">object&#40;&#123;&#8230;&#125;&#41;</code> | | <code>&#123;&#125;</code> |
## Outputs
| name | description | sensitive |
|---|---|:---:|
| [id](outputs.tf#L17) | Fully qualified Agent Engine id. | |
| [service_account](outputs.tf#L22) | Service account resource. | |
| [agent](outputs.tf#L17) | The Agent Engine object. | |
| [id](outputs.tf#L22) | Fully qualified Agent Engine id. | |
| [service_account](outputs.tf#L27) | Service account resource. | |
<!-- END TFDOC -->

115
modules/agent-engine/agent-managed.tf Normal file
View File

@@ -0,0 +1,115 @@
/**
* Copyright 2025 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.
*/
resource "google_vertex_ai_reasoning_engine" "managed" {
count = var.managed ? 1 : 0
display_name = var.name
project = local.project_id
description = var.description
region = local.location
dynamic "encryption_spec" {
for_each = var.encryption_key == null ? {} : { 1 = 1 }
content {
kms_key_name = lookup(
local.ctx.kms_keys,
var.encryption_key,
var.encryption_key
)
}
}
spec {
agent_framework = var.agent_engine_config.agent_framework
class_methods = (
length(var.agent_engine_config.class_methods) > 0
? jsonencode(var.agent_engine_config.class_methods)
: null
)
service_account = local.service_account_email
dynamic "deployment_spec" {
for_each = (
var.agent_engine_config.container_concurrency != null ||
var.agent_engine_config.max_instances != null ||
var.agent_engine_config.min_instances != null ||
var.agent_engine_config.resource_limits != null ||
length(var.agent_engine_config.environment_variables) > 0 ||
length(var.agent_engine_config.secret_environment_variables) > 0
? { 1 = 1 }
: {}
)
content {
container_concurrency = var.agent_engine_config.container_concurrency
max_instances = var.agent_engine_config.max_instances
min_instances = var.agent_engine_config.min_instances
resource_limits = var.agent_engine_config.resource_limits
dynamic "env" {
for_each = var.agent_engine_config.environment_variables
content {
name = env.key
value = env.value
}
}
dynamic "secret_env" {
for_each = var.agent_engine_config.secret_environment_variables
content {
name = secret_env.key
secret_ref {
secret = secret_env.value.secret_id
version = secret_env.value.version
}
}
}
}
}
dynamic "package_spec" {
for_each = var.deployment_files.package_config != null ? { 1 = 1 } : {}
content {
python_version = var.agent_engine_config.python_version
dependency_files_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.dependencies[0].name}"
requirements_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.requirements[0].name}"
pickle_object_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.pickle[0].name}"
}
}
dynamic "source_code_spec" {
for_each = var.deployment_files.source_config != null ? { 1 = 1 } : {}
content {
inline_source {
source_archive = filebase64(var.deployment_files.source_config.source_path)
}
python_spec {
entrypoint_module = var.deployment_files.source_config.entrypoint_module
entrypoint_object = var.deployment_files.source_config.entrypoint_object
requirements_file = var.deployment_files.source_config.requirements_path
version = var.agent_engine_config.python_version
}
}
}
}
}

122
modules/agent-engine/agent-unmanaged.tf Normal file
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@@ -0,0 +1,122 @@
/**
* Copyright 2025 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.
*/
resource "google_vertex_ai_reasoning_engine" "unmanaged" {
count = var.managed ? 0 : 1
display_name = var.name
project = local.project_id
description = var.description
region = local.location
dynamic "encryption_spec" {
for_each = var.encryption_key == null ? {} : { 1 = 1 }
content {
kms_key_name = lookup(
local.ctx.kms_keys,
var.encryption_key,
var.encryption_key
)
}
}
spec {
agent_framework = var.agent_engine_config.agent_framework
class_methods = (
length(var.agent_engine_config.class_methods) > 0
? jsonencode(var.agent_engine_config.class_methods)
: null
)
service_account = local.service_account_email
dynamic "deployment_spec" {
for_each = (
var.agent_engine_config.container_concurrency != null ||
var.agent_engine_config.max_instances != null ||
var.agent_engine_config.min_instances != null ||
var.agent_engine_config.resource_limits != null ||
length(var.agent_engine_config.environment_variables) > 0 ||
length(var.agent_engine_config.secret_environment_variables) > 0
? { 1 = 1 }
: {}
)
content {
container_concurrency = var.agent_engine_config.container_concurrency
max_instances = var.agent_engine_config.max_instances
min_instances = var.agent_engine_config.min_instances
resource_limits = var.agent_engine_config.resource_limits
dynamic "env" {
for_each = var.agent_engine_config.environment_variables
content {
name = env.key
value = env.value
}
}
dynamic "secret_env" {
for_each = var.agent_engine_config.secret_environment_variables
content {
name = secret_env.key
secret_ref {
secret = secret_env.value.secret_id
version = secret_env.value.version
}
}
}
}
}
dynamic "package_spec" {
for_each = var.deployment_files.package_config == null ? {} : { 1 = 1 }
content {
python_version = var.agent_engine_config.python_version
dependency_files_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.dependencies[0].name}"
requirements_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.requirements[0].name}"
pickle_object_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.pickle[0].name}"
}
}
dynamic "source_code_spec" {
for_each = var.deployment_files.source_config == null ? {} : { 1 = 1 }
content {
inline_source {
source_archive = filebase64(var.deployment_files.source_config.source_path)
}
python_spec {
entrypoint_module = var.deployment_files.source_config.entrypoint_module
entrypoint_object = var.deployment_files.source_config.entrypoint_object
requirements_file = var.deployment_files.source_config.requirements_path
version = var.agent_engine_config.python_version
}
}
}
}
lifecycle {
ignore_changes = [
spec[0].package_spec,
spec[0].source_code_spec[0].inline_source[0].source_archive
]
}
}

149
modules/agent-engine/main.tf
View File

@@ -16,8 +16,13 @@
locals {
_ctx_p = "$"
_resource = (
var.managed
? try(google_vertex_ai_reasoning_engine.managed[0], null)
: try(google_vertex_ai_reasoning_engine.unmanaged[0], null)
)
bucket_name = (
var.bucket_config.create
var.deployment_files.package_config != null && var.bucket_config.create
? google_storage_bucket.default[0].name
: coalesce(var.bucket_config.name, var.name)
)
@@ -32,79 +37,9 @@ locals {
project_id = lookup(
local.ctx.project_ids, var.project_id, var.project_id
)
}
resource "google_vertex_ai_reasoning_engine" "default" {
display_name = var.name
project = local.project_id
description = var.description
region = local.location
dynamic "encryption_spec" {
for_each = var.encryption_key == null ? {} : { 1 = 1 }
content {
kms_key_name = lookup(
local.ctx.kms_keys,
var.encryption_key,
var.encryption_key
)
}
}
spec {
agent_framework = var.agent_engine_config.agent_framework
class_methods = (
length(var.agent_engine_config.class_methods) > 0
? jsonencode(var.agent_engine_config.class_methods)
: null
)
service_account = local.service_account_email
dynamic "deployment_spec" {
for_each = (
# length(var.container_spec) > 0 ||
length(var.agent_engine_config.environment_variables) > 0 ||
length(var.agent_engine_config.secret_environment_variables) > 0
? { 1 = 1 }
: {}
)
content {
dynamic "env" {
for_each = var.agent_engine_config.environment_variables
content {
name = env.key
value = env.value
}
}
dynamic "secret_env" {
for_each = var.agent_engine_config.secret_environment_variables
content {
name = secret_env.key
secret_ref {
secret = secret_env.value.secret_id
version = secret_env.value.version
}
}
}
}
}
package_spec {
python_version = var.agent_engine_config.python_version
dependency_files_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.dependencies.name}"
requirements_gcs_uri = "gs://${local.bucket_name}/${google_storage_bucket_object.requirements.name}"
pickle_object_gcs_uri = (
var.generate_pickle
? "gs://${local.bucket_name}/${google_storage_bucket_object.pickle_from_src[0].name}"
: "gs://${local.bucket_name}/${google_storage_bucket_object.pickle[0].name}"
)
}
resource = {
id = local._resource.id
object = local._resource
}
}
@@ -119,7 +54,11 @@ resource "time_sleep" "wait_5_minutes" {
}
resource "google_storage_bucket" "default" {
count = var.bucket_config.create ? 1 : 0
count = (
var.bucket_config.create
&& var.deployment_files.package_config != null
? 1 : 0
)
name = coalesce(var.bucket_config.name, var.name)
project = local.project_id
location = local.location
@@ -127,50 +66,32 @@ resource "google_storage_bucket" "default" {
force_destroy = !var.bucket_config.deletion_protection
}
resource "null_resource" "default" {
count = var.generate_pickle ? 1 : 0
provisioner "local-exec" {
command = join(" ", [
"python",
"./tools/serialize_agent.py",
"${var.source_files.path}/${var.source_files.pickle_src}",
"--output-file ${var.source_files.path}/${var.source_files.pickle_out}",
"--variable-name ${var.source_files.pickle_src_var_name}"
])
}
}
resource "google_storage_bucket_object" "dependencies" {
name = "dependencies.tar.gz"
bucket = local.bucket_name
source = "${var.source_files.path}/${var.source_files.dependencies}"
source_md5hash = filemd5("${var.source_files.path}/${var.source_files.dependencies}")
}
resource "google_storage_bucket_object" "pickle_from_src" {
count = var.generate_pickle ? 1 : 0
name = "pickle.pkl"
bucket = local.bucket_name
source = "${var.source_files.path}/${var.source_files.pickle_out}"
source_md5hash = filemd5("${var.source_files.path}/${var.source_files.pickle_out}")
depends_on = [
null_resource.default
]
count = var.deployment_files.package_config != null ? 1 : 0
name = "dependencies.tar.gz"
bucket = local.bucket_name
source = try(var.deployment_files.package_config.dependencies_path, null)
source_md5hash = filemd5(
try(var.deployment_files.package_config.dependencies_path, null)
)
}
resource "google_storage_bucket_object" "pickle" {
count = var.generate_pickle ? 0 : 1
name = "pickle.pkl"
bucket = local.bucket_name
source = "${var.source_files.path}/${var.source_files.pickle_out}"
source_md5hash = filemd5("${var.source_files.path}/${var.source_files.pickle_out}")
count = var.deployment_files.package_config != null ? 1 : 0
name = "pickle.pkl"
bucket = local.bucket_name
source = try(var.deployment_files.package_config.pickle_path, null)
source_md5hash = filemd5(
try(var.deployment_files.package_config.pickle_path)
)
}
resource "google_storage_bucket_object" "requirements" {
name = "requirements.txt"
bucket = local.bucket_name
source = "${var.source_files.path}/${var.source_files.requirements}"
source_md5hash = filemd5("${var.source_files.path}/${var.source_files.requirements}")
count = var.deployment_files.package_config != null ? 1 : 0
name = "requirements.txt"
bucket = local.bucket_name
source = try(var.deployment_files.package_config.requirements_path, null)
source_md5hash = filemd5(
try(var.deployment_files.package_config.requirements_path)
)
}

7
modules/agent-engine/outputs.tf
View File

@@ -14,9 +14,14 @@
* limitations under the License.
*/
output "agent" {
description = "The Agent Engine object."
value = local.resource.object
}
output "id" {
description = "Fully qualified Agent Engine id."
value = google_vertex_ai_reasoning_engine.default.id
value = local.resource.id
}
output "service_account" {

1
modules/agent-engine/tools/requirements.txt
View File

@@ -1 +0,0 @@
cloudpickle

95
modules/agent-engine/tools/serialize_agent.py
View File

@@ -1,95 +0,0 @@
#!/usr/bin/env python3
# Copyright 2025 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
#
# https://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 argparse
import cloudpickle
import importlib.util
import os
import sys
from google.adk.agents import LlmAgent
def serialize_agent_from_file(input_file, variable_name, output_file):
"""
Dynamically loads a Python module from a full file path, accesses a
top-level variable containing an agent object, and serializes that object
to a specified output file.
Args:
input_file (str): The full path to the Python source file.
variable_name (str): The name of the variable holding the agent object.
output_file (str): The full path for the output pickle file.
"""
try:
output_dir = os.path.dirname(output_file)
if output_dir and not os.path.isdir(output_dir):
print(f"Error: The output directory '{output_dir}' does not exist.",
file=sys.stderr)
return
module_name = os.path.splitext(os.path.basename(input_file))[0]
spec = importlib.util.spec_from_file_location(module_name, input_file)
if spec is None or spec.loader is None:
print(f"Error: Could not import module from {input_file}",
file=sys.stderr)
return
module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(module)
local_agent = getattr(module, variable_name)
with open(output_file, "wb") as f:
cloudpickle.dump(local_agent, f)
print(
f"Successfully serialized '{variable_name}' from '{input_file}' to '{output_file}'"
)
except FileNotFoundError:
print(f"Error: The input file '{input_file}' was not found.",
file=sys.stderr)
except AttributeError:
print(
f"Error: The variable '{variable_name}' was not found in '{input_file}'.",
file=sys.stderr)
except Exception as e:
print(f"An unexpected error occurred: {e}", file=sys.stderr)
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description=
"Serialize a dynamically loaded agent from a variable in a specified file."
)
parser.add_argument(
"input_file",
help="The full path to the Python source file (e.g., 'my_agents/main.py')."
)
parser.add_argument(
"--variable-name", default="local_agent", help=
"The name of the agent variable to serialize (default: 'local_agent').")
parser.add_argument(
"--output-file", default="pickle.pkl", help=
"The full path for the output pickle file (e.g., 'output/agent.pkl'). Default is 'pickle.pkl' in the current directory."
)
args = parser.parse_args()
serialize_agent_from_file(args.input_file, args.variable_name,
args.output_file)

2
modules/agent-engine/variables-serviceaccount.tf
View File

@@ -1,5 +1,5 @@
/**
* Copyright 2024 Google LLC
* Copyright 2025 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.

62
modules/agent-engine/variables.tf
View File

@@ -20,13 +20,21 @@ variable "agent_engine_config" {
# Add validation once API stabilizes
agent_framework = string
class_methods = optional(list(any), [])
container_concurrency = optional(number)
environment_variables = optional(map(string), {})
max_instances = optional(number)
min_instances = optional(number)
python_version = optional(string, "3.12")
resource_limits = optional(object({
cpu = string
memory = string
}))
secret_environment_variables = optional(map(object({
secret_id = string
version = optional(string, "latest")
})), {})
})
nullable = false
}
variable "bucket_config" {
@@ -54,6 +62,42 @@ variable "context" {
default = {}
}
variable "deployment_files" {
description = "The to source files path and names."
type = object({
package_config = optional(object({
dependencies_path = optional(string, "./src/dependencies.tar.gz")
pickle_path = optional(string, "./src/pickle.pkl")
requirements_path = optional(string, "./src/requirements.txt")
}), null)
source_config = optional(object({
entrypoint_module = optional(string, "agent")
entrypoint_object = optional(string, "agent")
requirements_path = optional(string, "requirements.txt")
source_path = optional(string, "./src/source.tar.gz")
}), null)
})
nullable = false
default = {
package_config = null
source_config = {}
}
validation {
condition = (
var.deployment_files.package_config != null ||
var.deployment_files.source_config != null
)
error_message = "You must provide either 'package_config' or 'source_config'."
}
validation {
condition = !(
var.deployment_files.package_config != null &&
var.deployment_files.source_config != null
)
error_message = "You cannot specify both 'package_config' and 'source_config' simultaneously."
}
}
variable "description" {
description = "The Agent Engine description."
type = string
@@ -67,8 +111,8 @@ variable "encryption_key" {
default = null
}
variable "generate_pickle" {
description = "Generate the pickle file from a source file."
variable "managed" {
description = "Whether the Terraform module should control the code updates."
type = bool
nullable = false
default = true
@@ -91,17 +135,3 @@ variable "region" {
type = string
nullable = false
}
variable "source_files" {
description = "The to source files path and names."
type = object({
dependencies = optional(string, "dependencies.tar.gz")
path = optional(string, "./src")
pickle_out = optional(string, "pickle.pkl")
pickle_src = optional(string, "agent.py")
pickle_src_var_name = optional(string, "local_agent")
requirements = optional(string, "requirements.txt")
})
nullable = false
default = {}
}

2
tests/modules/agent_engine/assets/src/agent.py
View File

@@ -42,4 +42,4 @@ root_agent = LlmAgent(
tools=[get_exchange_rate],
)
local_agent = AdkApp(agent=root_agent)
agent = AdkApp(agent=root_agent)

BIN
tests/modules/agent_engine/assets/src/source.tar.gz Normal file
View File

Binary file not shown.

102
tests/modules/agent_engine/examples/encryption.yaml
View File

@@ -38,86 +38,7 @@ values:
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
timeouts: null
module.agent_engine.google_storage_bucket.default[0]:
autoclass: []
cors: []
custom_placement_config: []
default_event_based_hold: null
effective_labels:
goog-terraform-provisioned: 'true'
enable_object_retention: null
encryption: []
force_destroy: false
hierarchical_namespace: []
ip_filter: []
labels: null
lifecycle_rule: []
location: EUROPE-WEST8
logging: []
name: my-agent
project: project-id
requester_pays: null
retention_policy: []
storage_class: STANDARD
terraform_labels:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.pickle_from_src[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec:
@@ -128,15 +49,17 @@ values:
- agent_framework: google-adk
class_methods: null
deployment_spec: []
package_spec:
- dependency_files_gcs_uri: gs://my-agent/dependencies.tar.gz
pickle_object_gcs_uri: gs://my-agent/pickle.pkl
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
package_spec: []
service_account: my-agent@project-id.iam.gserviceaccount.com
source_code_spec:
- inline_source:
- source_archive: 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
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.null_resource.default[0]:
triggers: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
@@ -145,12 +68,9 @@ values:
counts:
google_project_iam_member: 3
google_service_account: 1
google_storage_bucket: 1
google_storage_bucket_object: 3
google_vertex_ai_reasoning_engine: 1
modules: 1
null_resource: 1
resources: 11
resources: 6
time_sleep: 1
outputs: {}

102
tests/modules/agent_engine/examples/environment.yaml
View File

@@ -38,86 +38,7 @@ values:
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
timeouts: null
module.agent_engine.google_storage_bucket.default[0]:
autoclass: []
cors: []
custom_placement_config: []
default_event_based_hold: null
effective_labels:
goog-terraform-provisioned: 'true'
enable_object_retention: null
encryption: []
force_destroy: false
hierarchical_namespace: []
ip_filter: []
labels: null
lifecycle_rule: []
location: EUROPE-WEST8
logging: []
name: my-agent
project: project-id
requester_pays: null
retention_policy: []
storage_class: STANDARD
terraform_labels:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.pickle_from_src[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
@@ -135,15 +56,17 @@ values:
secret_ref:
- secret: projects/YOUR_PROJECT_NUMBER/secrets/my-bar-secret
version: latest
package_spec:
- dependency_files_gcs_uri: gs://my-agent/dependencies.tar.gz
pickle_object_gcs_uri: gs://my-agent/pickle.pkl
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
package_spec: []
service_account: my-agent@project-id.iam.gserviceaccount.com
source_code_spec:
- inline_source:
- source_archive: 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
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.null_resource.default[0]:
triggers: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
@@ -152,12 +75,9 @@ values:
counts:
google_project_iam_member: 3
google_service_account: 1
google_storage_bucket: 1
google_storage_bucket_object: 3
google_vertex_ai_reasoning_engine: 1
modules: 1
null_resource: 1
resources: 11
resources: 6
time_sleep: 1
outputs: {}

16
tests/modules/agent_engine/examples/minimal-pickle.yaml
View File

@@ -63,12 +63,13 @@ values:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
module.agent_engine.google_storage_bucket_object.dependencies[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
contexts: []
customer_encryption: []
deletion_policy: null
detect_md5hash: null
@@ -77,7 +78,7 @@ values:
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source: assets/src/dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
@@ -87,6 +88,7 @@ values:
content_disposition: null
content_encoding: null
content_language: null
contexts: []
customer_encryption: []
deletion_policy: null
detect_md5hash: null
@@ -95,16 +97,17 @@ values:
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source: assets/src/pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
module.agent_engine.google_storage_bucket_object.requirements[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
contexts: []
customer_encryption: []
deletion_policy: null
detect_md5hash: null
@@ -113,11 +116,11 @@ values:
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source: assets/src/requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
@@ -133,6 +136,7 @@ values:
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
service_account: my-agent@project-id.iam.gserviceaccount.com
source_code_spec: []
timeouts: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m

102
tests/modules/agent_engine/examples/minimal.yaml
View File

@@ -38,86 +38,7 @@ values:
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
timeouts: null
module.agent_engine.google_storage_bucket.default[0]:
autoclass: []
cors: []
custom_placement_config: []
default_event_based_hold: null
effective_labels:
goog-terraform-provisioned: 'true'
enable_object_retention: null
encryption: []
force_destroy: false
hierarchical_namespace: []
ip_filter: []
labels: null
lifecycle_rule: []
location: EUROPE-WEST8
logging: []
name: my-agent
project: project-id
requester_pays: null
retention_policy: []
storage_class: STANDARD
terraform_labels:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.pickle_from_src[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
@@ -127,15 +48,17 @@ values:
- agent_framework: google-adk
class_methods: null
deployment_spec: []
package_spec:
- dependency_files_gcs_uri: gs://my-agent/dependencies.tar.gz
pickle_object_gcs_uri: gs://my-agent/pickle.pkl
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
package_spec: []
service_account: my-agent@project-id.iam.gserviceaccount.com
source_code_spec:
- inline_source:
- source_archive: H4sIAMCUSmkAA+1Y727bNhB3CwzbtM/b55v7oQmQyPprJyk8QE2y1ahrZ7HTriiKgJFom4skqhRV2yj6Hvu8PdL2AgP2CHuAHWXZiZP+C5C4WKsfQNjiHY+/I3l3og7I5AElARU1/VjQFxkTNKKxTHU5kZVrgmEYdceBSiMHVCy34Vo2qP4ZXAdM17Qs1eomGJZp160KTK6LwLuQpZIIpBJmPkkElfQteolgERHToeBZ8ib5zBNY/P5PYDqQsaC5ZWw5DUuzDYgki2jTbNTrzrbrGNt6fatuGbhljvaxuZa4ftxc1J9hHv+24dqGbVyKf8uxl+PfbNgNtwLG9VO5jM88/itffPdl5Xal8oj40O3BL1BA9VW+xmZhe4FNPf/xYSa9fv+w+KtG/Ibtmwsqt876v/V5pJMkCameCP6SxiT2aeXW7cpf//z+1b9/b/15DU6WeBsOFvX/5vLA++o/Bv3F+m869bL+rwJXqf9uA9qt+97h7oPW4319QqQU+puCt+n93PLMbo/tHvRH3c4jzdmGHg5qP33XoHMRX75prAw3X/3fX//Ni/FvNsy6Udb/VWDI+TCkm37Is2CTsCQkcsBF9IwM8UQc03jIYpo+/6Fp6qZl6IZW6JPgNO9zdVPLxybMPw1ps2nrSutje1XiQ3Fw7v6f77meTK97jivc/03LdVX8u65R1v9V4J3139natnXbMvA2ZrlbZVR/gri5qD/DFe7/Rfy7bt0u6/9KUN7/P2uc1f+bywNXuP/P679tO2X9XwWuUv/L+/+nh5uv/u+t/5btXIx/13adsv6vAne+r2WpqJ2wuEbjl5BM5YjHtqbdgV2eTAUbjiSoz3/wU37xh3Z7V7uD0jbzaZzSALIYiwfIEQUvIT7+FJINeExFyngMlm7AmlKoFqLq+j20MOUZRGQKMZeQpRRNsBQGDOegE58mElgMmCiSkKn0AGMmR/k0hREdTTwtTPATSVCboH6CT4PzekBkTlhhJGWS7tRq4/EY849iq3MxrIUzzbTWbu3ud3r7m8g4H3MUhzRNofhGFsDJFFTaYj45QZohGQMXQIaCokxyRXgsmGTxcANSPpBjIihaCVgqBTvJ5NJqzemh0+cVcL1IDFWvB61eFe57vVZvA208afUfdI/68MQ7PPQ6/dZ+D7qHsNvt7LX6rW4Hn34Er/MUHrY6extAca1wGjrBA438kSRT60gDtWg9SpcIDPiMUJpQnw2Yj37FwwzzAgwxN4sY3YGEioilajdTpBeglZBFTBKZ91xySte0geARzD4W6SQ41fM8kyoeXEhoh5GnOmZqOIukE8L0pY9Oc10vOPWSRNO0gA5gSFE+8UdIkR4LIumapjbWz4SgsT89VvZ2AJcTmlA96u1VN5blki+k+0eHF6UBGlzIQ3xIJaqs76BWQUYdBexNsQeXNuFqAZuLXh3pzQgBDKrz00YSpg8EiU8HGfopVOWrvVqa83VBBCAhgkRp85UGC1SVT9WdZR83zitIfl4seSF7rZTWc6YyE/GCsP5ryuO1dS0PckFxfvD2HkK++EWYcR6mmuBczm6H6OJ8x2buRTygYbM6pBGLGYaLuzkISToq3GAxLmHmq8PRrKoYxTjA4BzRMBlkIRA8SJh0Y1moxwRfOO4u+C+2N5/67kwnZ9R8dmn7n+P2aNqc5OyorOWPzTP66+X7RIkSJUpcwn+2Vos4ACgAAA==
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.null_resource.default[0]:
triggers: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
@@ -144,12 +67,9 @@ values:
counts:
google_project_iam_member: 3
google_service_account: 1
google_storage_bucket: 1
google_storage_bucket_object: 3
google_vertex_ai_reasoning_engine: 1
modules: 1
null_resource: 1
resources: 11
resources: 6
time_sleep: 1
outputs: {}

102
tests/modules/agent_engine/examples/sa-custom.yaml
View File

@@ -13,86 +13,7 @@
# limitations under the License.
values:
module.agent_engine.google_storage_bucket.default[0]:
autoclass: []
cors: []
custom_placement_config: []
default_event_based_hold: null
effective_labels:
goog-terraform-provisioned: 'true'
enable_object_retention: null
encryption: []
force_destroy: false
hierarchical_namespace: []
ip_filter: []
labels: null
lifecycle_rule: []
location: EUROPE-WEST8
logging: []
name: my-agent
project: project-id
requester_pays: null
retention_policy: []
storage_class: STANDARD
terraform_labels:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.pickle_from_src[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
@@ -102,27 +23,26 @@ values:
- agent_framework: google-adk
class_methods: null
deployment_spec: []
package_spec:
- dependency_files_gcs_uri: gs://my-agent/dependencies.tar.gz
pickle_object_gcs_uri: gs://my-agent/pickle.pkl
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
package_spec: []
service_account: my-sa@project-id.iam.gserviceaccount.com
source_code_spec:
- inline_source:
- source_archive: 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
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.null_resource.default[0]:
triggers: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
triggers: null
counts:
google_storage_bucket: 1
google_storage_bucket_object: 3
google_vertex_ai_reasoning_engine: 1
modules: 1
null_resource: 1
resources: 7
resources: 2
time_sleep: 1
outputs: {}

102
tests/modules/agent_engine/examples/sa-default.yaml
View File

@@ -13,86 +13,7 @@
# limitations under the License.
values:
module.agent_engine.google_storage_bucket.default[0]:
autoclass: []
cors: []
custom_placement_config: []
default_event_based_hold: null
effective_labels:
goog-terraform-provisioned: 'true'
enable_object_retention: null
encryption: []
force_destroy: false
hierarchical_namespace: []
ip_filter: []
labels: null
lifecycle_rule: []
location: EUROPE-WEST8
logging: []
name: my-agent
project: project-id
requester_pays: null
retention_policy: []
storage_class: STANDARD
terraform_labels:
goog-terraform-provisioned: 'true'
timeouts: null
uniform_bucket_level_access: true
module.agent_engine.google_storage_bucket_object.dependencies:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: dependencies.tar.gz
retention: []
source: assets/src//dependencies.tar.gz
source_md5hash: 49a4c43e6bef605c2fa6ddabac48ba6a
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.pickle_from_src[0]:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: pickle.pkl
retention: []
source: assets/src//pickle.pkl
source_md5hash: 493cf9bf3e59e39913e61916549f95a5
temporary_hold: null
timeouts: null
module.agent_engine.google_storage_bucket_object.requirements:
bucket: my-agent
cache_control: null
content_disposition: null
content_encoding: null
content_language: null
customer_encryption: []
deletion_policy: null
detect_md5hash: null
event_based_hold: null
force_empty_content_type: null
metadata: null
name: requirements.txt
retention: []
source: assets/src//requirements.txt
source_md5hash: 0acf2b14e855722af60e03e8fa8b04ff
temporary_hold: null
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.default:
module.agent_engine.google_vertex_ai_reasoning_engine.managed[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
@@ -102,27 +23,26 @@ values:
- agent_framework: google-adk
class_methods: null
deployment_spec: []
package_spec:
- dependency_files_gcs_uri: gs://my-agent/dependencies.tar.gz
pickle_object_gcs_uri: gs://my-agent/pickle.pkl
python_version: '3.12'
requirements_gcs_uri: gs://my-agent/requirements.txt
package_spec: []
service_account: null
source_code_spec:
- inline_source:
- source_archive: 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
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.null_resource.default[0]:
triggers: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
triggers: null
counts:
google_storage_bucket: 1
google_storage_bucket_object: 3
google_vertex_ai_reasoning_engine: 1
modules: 1
null_resource: 1
resources: 7
resources: 2
time_sleep: 1
outputs: {}

75
tests/modules/agent_engine/examples/unmanaged.yaml Normal file
View File

@@ -0,0 +1,75 @@
# Copyright 2025 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.
values:
module.agent_engine.google_project_iam_member.default["roles/aiplatform.user"]:
condition: []
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
role: roles/aiplatform.user
module.agent_engine.google_project_iam_member.default["roles/storage.objectViewer"]:
condition: []
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
role: roles/storage.objectViewer
module.agent_engine.google_project_iam_member.default["roles/viewer"]:
condition: []
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
role: roles/viewer
module.agent_engine.google_service_account.service_account[0]:
account_id: my-agent
create_ignore_already_exists: null
description: null
disabled: false
display_name: my-agent
email: my-agent@project-id.iam.gserviceaccount.com
member: serviceAccount:my-agent@project-id.iam.gserviceaccount.com
project: project-id
timeouts: null
module.agent_engine.google_vertex_ai_reasoning_engine.unmanaged[0]:
description: Terraform managed.
display_name: my-agent
encryption_spec: []
project: project-id
region: europe-west8
spec:
- agent_framework: google-adk
class_methods: null
deployment_spec: []
package_spec: []
service_account: my-agent@project-id.iam.gserviceaccount.com
source_code_spec:
- inline_source:
- source_archive: H4sIAMCUSmkAA+1Y727bNhB3CwzbtM/b55v7oQmQyPprJyk8QE2y1ahrZ7HTriiKgJFom4skqhRV2yj6Hvu8PdL2AgP2CHuAHWXZiZP+C5C4WKsfQNjiHY+/I3l3og7I5AElARU1/VjQFxkTNKKxTHU5kZVrgmEYdceBSiMHVCy34Vo2qP4ZXAdM17Qs1eomGJZp160KTK6LwLuQpZIIpBJmPkkElfQteolgERHToeBZ8ib5zBNY/P5PYDqQsaC5ZWw5DUuzDYgki2jTbNTrzrbrGNt6fatuGbhljvaxuZa4ftxc1J9hHv+24dqGbVyKf8uxl+PfbNgNtwLG9VO5jM88/itffPdl5Xal8oj40O3BL1BA9VW+xmZhe4FNPf/xYSa9fv+w+KtG/Ibtmwsqt876v/V5pJMkCameCP6SxiT2aeXW7cpf//z+1b9/b/15DU6WeBsOFvX/5vLA++o/Bv3F+m869bL+rwJXqf9uA9qt+97h7oPW4319QqQU+puCt+n93PLMbo/tHvRH3c4jzdmGHg5qP33XoHMRX75prAw3X/3fX//Ni/FvNsy6Udb/VWDI+TCkm37Is2CTsCQkcsBF9IwM8UQc03jIYpo+/6Fp6qZl6IZW6JPgNO9zdVPLxybMPw1ps2nrSutje1XiQ3Fw7v6f77meTK97jivc/03LdVX8u65R1v9V4J3139natnXbMvA2ZrlbZVR/gri5qD/DFe7/Rfy7bt0u6/9KUN7/P2uc1f+bywNXuP/P679tO2X9XwWuUv/L+/+nh5uv/u+t/5btXIx/13adsv6vAne+r2WpqJ2wuEbjl5BM5YjHtqbdgV2eTAUbjiSoz3/wU37xh3Z7V7uD0jbzaZzSALIYiwfIEQUvIT7+FJINeExFyngMlm7AmlKoFqLq+j20MOUZRGQKMZeQpRRNsBQGDOegE58mElgMmCiSkKn0AGMmR/k0hREdTTwtTPATSVCboH6CT4PzekBkTlhhJGWS7tRq4/EY849iq3MxrIUzzbTWbu3ud3r7m8g4H3MUhzRNofhGFsDJFFTaYj45QZohGQMXQIaCokxyRXgsmGTxcANSPpBjIihaCVgqBTvJ5NJqzemh0+cVcL1IDFWvB61eFe57vVZvA208afUfdI/68MQ7PPQ6/dZ+D7qHsNvt7LX6rW4Hn34Er/MUHrY6extAca1wGjrBA438kSRT60gDtWg9SpcIDPiMUJpQnw2Yj37FwwzzAgwxN4sY3YGEioilajdTpBeglZBFTBKZ91xySte0geARzD4W6SQ41fM8kyoeXEhoh5GnOmZqOIukE8L0pY9Oc10vOPWSRNO0gA5gSFE+8UdIkR4LIumapjbWz4SgsT89VvZ2AJcTmlA96u1VN5blki+k+0eHF6UBGlzIQ3xIJaqs76BWQUYdBexNsQeXNuFqAZuLXh3pzQgBDKrz00YSpg8EiU8HGfopVOWrvVqa83VBBCAhgkRp85UGC1SVT9WdZR83zitIfl4seSF7rZTWc6YyE/GCsP5ryuO1dS0PckFxfvD2HkK++EWYcR6mmuBczm6H6OJ8x2buRTygYbM6pBGLGYaLuzkISToq3GAxLmHmq8PRrKoYxTjA4BzRMBlkIRA8SJh0Y1moxwRfOO4u+C+2N5/67kwnZ9R8dmn7n+P2aNqc5OyorOWPzTP66+X7RIkSJUpcwn+2Vos4ACgAAA==
python_spec:
- entrypoint_module: agent
entrypoint_object: agent
requirements_file: requirements.txt
version: '3.12'
timeouts: null
module.agent_engine.time_sleep.wait_5_minutes:
create_duration: 5m
destroy_duration: null
triggers: null
counts:
google_project_iam_member: 3
google_service_account: 1
google_vertex_ai_reasoning_engine: 1
modules: 1
resources: 6
time_sleep: 1
outputs: {}