From 2f37fd5030c6d6275c3e3ed2a3c370c2e28bfdda Mon Sep 17 00:00:00 2001 From: pollfly <75068813+pollfly@users.noreply.github.com> Date: Thu, 23 Dec 2021 14:01:02 +0200 Subject: [PATCH] Edit autoscaler example (#139) --- docs/guides/services/aws_autoscaler.md | 223 ++++++------------- docs/img/examples_aws_autoscaler_config.png | Bin 0 -> 71816 bytes docs/img/examples_aws_autoscaler_console.png | Bin 0 -> 78598 bytes 3 files changed, 72 insertions(+), 151 deletions(-) create mode 100644 docs/img/examples_aws_autoscaler_config.png create mode 100644 docs/img/examples_aws_autoscaler_console.png diff --git a/docs/guides/services/aws_autoscaler.md b/docs/guides/services/aws_autoscaler.md index 05ad3377..4317654c 100644 --- a/docs/guides/services/aws_autoscaler.md +++ b/docs/guides/services/aws_autoscaler.md @@ -2,130 +2,40 @@ title: ClearML AWS Autoscaler Service --- -The **ClearML** AWS autoscaler optimizes AWS EC2 instance scaling according to the instance types used, and the -budget configured. +The ClearML [AWS autoscaler example](https://github.com/allegroai/clearml/blob/master/examples/services/aws-autoscaler/aws_autoscaler.py) +demonstrates how to use the [`clearml.automation.auto_scaler`](https://github.com/allegroai/clearml/blob/master/clearml/automation/auto_scaler.py) +module to implement a service that optimizes AWS EC2 instance scaling according to a defined instance budget. -In the budget, set the maximum number of each instance type to spin for experiments awaiting execution in a specific queue. -Configure multiple instance types per queue, and multiple queues. The **ClearML** AWS -autoscaler will spin down idle instances based on the maximum idle time and the polling interval configurations. +It periodically polls your AWS cluster and automatically stops idle instances based on a defined maximum idle time or spins +up new instances when there aren't enough to execute pending tasks. ## Running the ClearML AWS Autoscaler -The **ClearML** AWS autoscaler can execute in [ClearML services mode](../../clearml_agent.md#services-mode), -and is configurable. -Run **ClearML** AWS autoscaler in one of these ways: - -* In the ClearML Web UI. - * The autoscaler is pre-loaded in the **ClearML Server** and its status is *Draft* (editable). - * Set the instance types and configure the budget in the **ClearML Web UI**, and then enqueue the Task to the `services` queues. -* By running the [aws_autoscaler.py](https://github.com/allegroai/clearml/blob/master/examples/services/aws-autoscaler/aws_autoscaler.py) - script. - * Run script locally or as a service. - * When executed, a Task is created, named `AWS Auto-Scaler` that associated with the `DevOps` project. +run the ClearML AWS autoscaler in one of these ways: +* Run the [aws_autoscaler.py](https://github.com/allegroai/clearml/blob/master/examples/services/aws-autoscaler/aws_autoscaler.py) + script locally +* Launch through your [`services` queue](../../clearml_agent.md#services-mode) -### Running Using the ClearML Web UI +:::note Default AMI +The autoscaler services uses by default the `NVIDIA Deep Learning AMI v20.11.0-46a68101-e56b-41cd-8e32-631ac6e5d02b` AMI +::: -Edit the parameters for the instance types, edit budget configuration by editing the Task, and then enqueue the Task to -run in **ClearML Agent** services mode. +### Running the Script -1. Open the **ClearML Web UI** **>** **Projects** page **>** **DevOps** project **>** **AWS Auto-Scaler** Task. -1. Set the AWS and Git credentials, parameters for idle AWS EC2 instances, and a worker prefix. - * In the **CONFIGURATIONS** tab **>** **HYPER PARAMETERS** **>** **Args** **>** hover **>** **EDIT**. - * **cloud_credentials_key** - AWS access key. - * **cloud_credentials_region** - AWS region. - * **cloud_credentials_secret** - AWS access secret. - * **cloud_provider** - AWS. - * **default_docker_image** - The default Docker image to use for the AWS EC2 instance. - * **git_pass** - Git password. - * **git_user** - Git username. - * **max_idle_time_min** - The maximum time an AWS EC2 instance can be idle before the **ClearML** AWS autoscaler spins it down. - * **polling_interval_time_min** - How often the **ClearML** AWS autoscaler checks for idle instances. - * **workers_prefix** - -1. Configure the budget. - * In **CONFIGURATION OBJECTS** **>** **General** **>** hover **>** **EDIT**. Edit the `resource_configurations` dictionary: - - resource_configurations { - { - instance_type = "" - is_spot = - availability_zone = "" - ami_id = "" - ebs_device_name = "" - ebs_volume_size = - ebs_volume_type = "" - } - } - queues { - = [["", ]] - } - extra_clearml_conf = "" - extra_vm_bash_script = "" - - * `` - The name assigned to each resource (AWS EC2 instance type). Used in the budget. - * `queues` - The **ClearML** AWS autoscaler will optimize scaling for experiments awaiting execution in these queues. - * `` - A specific queue. - * `` - The maximum number of instances of the specified `resource-name` to spin up. - * `is_spot` - If `true`, then use a spot instance. If `false`, then use a reserved instance. - * `extra_clearml_conf` - A **ClearML** configuration file to use for executing experiments in **ClearML Agent**. - * `extra_vm_bash_script` - A bash script to execute when creating an instance, before **ClearML Agent** executes. - -
+:::info Self deployed ClearML server +A template `AWS Auto-Scaler` task is available in the `DevOps Services` project. +You can clone it, adapt its [configuration](#configuration) to your needs, and enqueue it for execution directly from the ClearML UI. +::: -
- View a screenshot -
+Launch the autoscaler locally by executing the following command: - ![image](../../img/webapp_aws_autoscaler_05.png) +```bash +python aws_autoscaler.py --run +``` -
-
+When the script runs, a configuration wizard prompts for instance details and budget configuration. - -1. Set the Task to run in **ClearML Agent** services mode. - - 1. In **HYPER PARAMETERS** **>** **Args** **>** hover **>** **EDIT**. - - 1. Change the **remote** parameter to **true**. - -
- View a screenshot -
- - ![image](../../img/webapp_aws_autoscaler_02.png) - -
-
- - -1. Click **SAVE**. - -1. In the experiments table, right click the **AWS Auto-Scaler** Task **>** **Enqueue** **>** **services** queue **>** **ENQUEUE**. - -### Running Using the Script - -The [aws_autoscaler.py](https://github.com/allegroai/clearml/blob/master/examples/services/aws-autoscaler/aws_autoscaler.py) -script includes a wizard which prompts for instance details and budget configuration. - -The script can run in two ways: - -* Configure and enqueue. -* Enqueue with an existing configuration. - -#### To Configure and Enqueue: - -Use the `run` command line option: - - python aws_autoscaler.py --run - - When the script runs, a configuration wizard prompts for all required information. - -
-
-View the configuration wizard steps -
- -1. The setup wizard begins. Enter the AWS credentials and AWS region name. +1. Enter the AWS credentials and AWS region name. ```console AWS Autoscaler setup wizard @@ -139,7 +49,7 @@ Use the `run` command line option: Enter AWS region name [us-east-1b]: ``` -1. Enter Git credentials. These are required by **ClearML Agent** to set up a Task execution environment in an AWS EC2 instance. +1. Enter Git credentials. These are required by ClearML Agent to set up a Task execution environment in an AWS EC2 instance. ```console GIT credentials: @@ -160,30 +70,24 @@ Use the `run` command line option: ``` 1. For each AWS EC2 instance type that will be used in the budget, do the following: - * Choose the instance type - * Choose whether to use spot instances - * Select an AMI - * Define the Amazon EBS volume - - Select as many instance types as needed. - - ```console - Configure the machine types for the auto-scaler: - ------------------------------------------------ - Select Amazon instance type ['g4dn.4xlarge']: - Use spot instances? [y/N]: y - Select availability zone ['us-east-1b']: - Select the Amazon Machine Image id ['ami-07c95cafbb788face']: - Enter the Amazon EBS device ['/dev/xvda']: - Enter the Amazon EBS volume size (in GiB) [100]: - Enter the Amazon EBS volume type ['gp2']: - ``` - + + ```console + Configure the machine types for the auto-scaler: + ------------------------------------------------ + Select Amazon instance type ['g4dn.4xlarge']: + Use spot instances? [y/N]: y + Select availability zone ['us-east-1b']: + Select the Amazon Machine Image id ['ami-07c95cafbb788face']: + Enter the Amazon EBS device ['/dev/xvda']: + Enter the Amazon EBS volume size (in GiB) [100]: + Enter the Amazon EBS volume type ['gp2']: + ``` + Name the instance type that was configured. Later in the configuration, use this name to create the budget. - ```console - Select a name for this instance type (used in the budget section) For example 'aws4gpu': - ``` + ```console + Select a name for this instance type (used in the budget section) For example 'aws4gpu': + ``` The wizard prompts whether to select another instance type. @@ -191,15 +95,14 @@ Use the `run` command line option: Define another instance type? [y/N]: ``` -1. Before **ClearML Agent** executes, enter any bash script to run on newly created instances. +1. Enter any bash script to run on newly created instances before launching the ClearML Agent. ```console Enter any pre-execution bash script to be executed on the newly created instances []: ``` -1. Configure the AWS autoscaler budget. For each queue that will be used in the budget, select the queue and the maximum - number of each instance type, which the **ClearML** AWS autoscaler can spin up to execute experiments awaiting execution - in that queue. +1. Configure the AWS autoscaler budget. For each queue that will be used in the budget, enter the maximum number of + instances of a selected type that can be spun up simultaneously. ```console Define the machines budget: @@ -216,7 +119,7 @@ Use the `run` command line option: Do you wish to add another instance type to queue? [y/N]: ``` -1. The **ClearML** AWS autoscalar polls instances, and if instances have been idle for the maximum idle time that was specified, +1. The ClearML AWS autoscaler polls instances, and if instances have been idle for the maximum idle time that was specified, the autoscaler spins them down. ```console @@ -224,10 +127,10 @@ Use the `run` command line option: Enter instances polling interval for the auto-scaler (in minutes) [5]: ``` +The configuration is complete, and a new task called `AWS Auto-Scaler` is created in the `DevOps` project. The service begins, +and the script prints a hyperlink to the Task's log. -The configuration is complete. **ClearML** initializes the Task `AWS Auto-Scaler`, the service begins, and the script -prints a hyperlink to the Task's log. - + ```console CLEARML Task: created new task id=d0ee5309a9a3471d8802f2561da60dfa CLEARML Monitor: GPU monitoring failed getting GPU reading, switching off GPU monitoring @@ -236,15 +139,33 @@ Running AWS auto-scaler as a service Execution log https://app.community.clear.ml/projects/142a598b5d234bebb37a57d692f5689f/experiments/d0ee5309a9a3471d8802f2561da60dfa/output/log ``` +### Remote Execution +Using the `--remote` command line option will enqueue the autoscaler to your [`services` queue](../../clearml_agent.md#services-mode) +once the configuration wizard is complete: -
- -
+```bash +python aws_autoscaler.py --remote +``` +Make sure a `clearml-agent` is assigned to that queue. -#### To Enqueue with an Existing Configuration: +## WebApp +### Configuration -Use the `remote` command line option: +The values configured through the wizard are stored in the task’s hyperparameters and configuration objects by using the +[`Task.connect`](../../references/sdk/task.md#connect) and [`Task.set_configuration_object`](../../references/sdk/task.md#set_configuration_object) +methods respectively. They can be viewed in the WebApp, in the task’s **CONFIGURATION** page under **HYPER PARAMETERS** and **CONFIGURATION OBJECTS > General**. - python aws_autoscaler.py --remote +ClearML automatically logs command line arguments defined with argparse. View them in the experiments **CONFIGURATION** +page under **HYPER PARAMETERS > General**. - When the script runs, it allows you to create a new configuration. \ No newline at end of file +![Autoscaler configuration](../../img/examples_aws_autoscaler_config.png) + +The task can be reused to launch another autoscaler instance: clone the task, then edit its parameters for the instance +types and budget configuration, and enqueue the task for execution (you’ll typically want to use a ClearML Agent running +in [services mode](../../clearml_agent.md#services-mode) for such service tasks). + +### Console + +All other console output appears in the experiment’s **RESULTS > CONSOLE**. + +![Autoscaler console](../../img/examples_aws_autoscaler_console.png) \ No newline at end of file diff --git a/docs/img/examples_aws_autoscaler_config.png b/docs/img/examples_aws_autoscaler_config.png new file mode 100644 index 0000000000000000000000000000000000000000..f96ee707487ccf85bd61d4957277695bcecf90e2 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