Giter Site home page Giter Site logo

health_manager's Introduction

HealthManager 2.0

Health Manager 2.0 (HM-2) is a complete re-write of the original Health Manager.

HM-2 monitors the state of the applications and ensures that started applications are indeed running, their versions and number of instances correct.

Conceptually, this is done by maintaining a Known State of applications and comparing it against the Expected State. When discrepancies are found, actions are initiated to bring the applications to the Expected State, e.g., start/stop commands are issued for missing/extra instances, respectively.

Additionally, Health Manager collects and exposes statistics and health status for individual applications, as well as aggregates for frameworks, runtimes, etc.

AppState

The state of each application is represented by an instance of an aptly named class AppState. AppState gets forwarded important state-changing messages (i.e. hearbeats and exit signals), updates its internal state accordingly and then invokes registered event handlers. It is the job of these handlers (housed in the Harmonizer, see below) to enforce complex policies, e.g., whether to restart application, if so, with which priority, etc.

Components

HM-2 comprises the following components:

  • Manager
  • Harmonizer
  • Scheduler
  • ExpectedStateProvider
  • KnownStateProvider
  • Nudger
  • Reporter
  • Shadower

Manager

Provides an entry point, configures, initializes and registers other components.

Harmonizer

Expresses the policy of bringing the applications to the Expected State by observing the Known State.

Harmonizer sets up the interactions between other components, and aims to achieve clarity of the intent through delegation:

Known State and Expected State are compared periodically with the use of the Scheduler and Nudger actions are Scheduled to bring the States into harmony.

Scheduler

Encapsulates EventMachine-related functionality such as timer setup and cancellation, quantization of long-running tasks to prevent EM Reactor loop blocking.

Expected State Provider

Provides the expected state of the application, e.g., whether the application was Started or Stopped, how many instances should be running, etc. This information comes from the Cloud Controller by way of http-based Bulk API, hence the concrete class is BulkBasedExpectedStateProvider

Known State Provider

The Known state will be discovered from NatsBasedKnownStateProvider, that will listen to heartbeat and other messages on the NATS bus.

The State of each application is represented by an instant of object AppState. That object receives updates of the application state, stores them and notifies registered listeners about events, such as instances_missing, etc.

Nudger

Nudger is the interface for health manager to effect the change on the world, by dispatching cloudcontrollers.hm.requests messages that instruct CCs to start or stop instances. Nudger maintains a priority queue of these requests, and deques the messages by a batchful.

Reporter

Reporter responds to healthmanager.status and healthmanager.health requests.

Shadower

The Shadower component exists primarily to smoothen the transition from the original HealthManager to this new HealthManager 2.0

The Shadower implements shadow-mode for HM-2, where it quietly and passively observes the state of the world and comes up with harmonization decisions, but rather than publishing harmonization messages on the NATS bus, it keeps track of them. It also listens for harmonization messages (most likely coming from the original HealthManager) and compares those messages with the ones HM-2 has produced. Ideally, these two sets of messages should perfectly overlap. When they don't, shadower issues warnings.

When in shadow-mode, all outgoing messages are sent to the Shadower, rather than being published to NATS.

Harmonization Policy in Detail

Conceptually, harmonization happens in two ways:

  • by reacting to messages (such as droplet.exited);
  • by periodically scanning the world and enumerating applications, looking for anomalies.

droplet.exited signal

There are three distinct scenarios possible when droplet.exited signal arrives:

  • application is stopped; means the application was stopped explicitly, no action required;

  • DEA evacuation; the DEA is being evacuated and all instances from that DEA need to be restarted somewhere else. HM-2 initiates that restarting;

  • application instance crashed; That instance needs to be restarted unless it crashed multiple times in short period of time, in which case it is declared flapping. See more on this below.

flapping instances

An instance of application is declared flapping if it crashed more than flapping_death times within flapping_timeout seconds. There are several possible reasons for flapping:

  • app is completely broken and simply does not start;
  • app has a bug that results in a crash every once in a while;
  • app has a dependency on the external world or a CF-provisioned service, and that dependency is unavailable, perhaps temporarily, resulting in app repeatedly crashing.

Handling flapping apps is hard. We'd like to:

  • make the best effort to restart an app, when it makes sense;
  • provide the crashlogs for crashing instances;
  • cut down on the overhead associated with restarting an app, particularly relating to moving application bits to DEA and storing it there.
  • avoid IO spikes due to massive simultaneous restarts

In order to accomodate these conflicting requirements, the following policy for flapping instances (FI) adopted:

  • initially the FI is restarted with a delay defined by min_restart_delay config value;
  • for each subsequent crash, the delay is doubled, but not to exceed max_restart_delay config value;
  • a random noise is added to the value of delay, its maximum absolute value defined by delay_time_noise config value;
  • if the number of crashes for a given FI exceeds giveup_crash_number, give up restarting attempts. This behavior can be turned off.

Heartbeat processing

DEAs peridically send out heartbeat messages on NATS bus. These heartbeats contain DEA identifying information, as well as information on application instances running on respective DEAs.

The heartbeats are used to establish "missing" and "extra" indices. Missing indices are then commanded to start, extra indices are commanded to stop.

AppState object tracks heartbeats for each instance of each version.

An instance is "missing" if a live version of this instance has not received a heartbeat in the last droplet_lost seconds.

However, an instance_missing event is only triggered if the AppState was not reset recently, and if check_for_missing_instances method has been invoked.

health_manager's People

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.