Files
huly-platform/foundations/net/docs/HA_STATELESS_CONTAINERS.md
+1 98652c6476 Include sub projects (#10201)
* Add bump-changes

* Add utility tests

* Add utility tests

* Bump to new version of esbuild and typescript

* v0.7.3

* use platform rig 0.7.10

* upgrade: memory engine optimized; change name  to  (was recommended by Copilot and Onnikov, TODO: CHANGE CLIENT TOO!!!)

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* Fix rate limits bug

* Bump versions

* Fix lock file

* Fix bug in queue cleanup

* Add more tests for queue

* Add api-test tests

* Initial commit

* Improve hierarchy + tests

Add tests for hierarchy and few performance/memory  optimizations.

* Add more hierarchy tests

* Move from Huly platform repository

* Add docker tests setup

* Fix test to be executed only once

* Add connection tests

* Fix package include source files

* More tests

* Create README.md

* Fix pnpm lock

* Fix packages publish

* Remove broken tests

* feat: adjust hulylake client for storage adapter

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Fix export

* Fix publish

* Fix message update (#114)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Bump version

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Bump versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Fix lang store (#115)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* update hulylake client

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump version

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Add hulylake storage adapter

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump version

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix validation issues

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix: do not fail on deseralization error and add logs

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* bump version -> 0.1.14

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix collaboration test

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Update prettier and new update-deps script

Prettier + svelte support

* fix unstable ydoc tests

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Add tx ordering middleware

* Fix ordering tests

* Fix Kafka close of admin

* Add tests for measurement and understand overhead

* Fix not updated lock file

* Fix update-deps

* Fix update-deps

* Use latest platform-rig

* Fix deps

* Add rush check to CI

* Use latest versions

* Bump versions

* Fix lock file

* validate json patch

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* bump version -> 0.1.15

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix merge unit tests

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Script to sync eslint deps

* Fix deps

* Fix tests

* Fix platform-rig detection

* Update to latest platform-rig

* Update to latest platform rig and core

* Bump typescript

* Bump typescript

* Rollback eslint plugins

* Fix lock file

* Bump platform-rig

* Update to latest platform-rig

* update to latest platform-rig

* Allow to compile svelte files

* Add ui-test component for checking compile

* Fix log levels rename compile ui -> compile ui-esbuild

* Fix build

* Bump esbuild svelte version

* Chore: use fixed versions in update-deps

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Chore: commit changes

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Update deps

* Add tests for session manager

* Fix txOrdering implementation

* Bump ordering

* Prevent metrics zero values in measure

+ Fix format svelte files

* Revert update-deps script logic

* v0.7.19

* update to latest platform-rig

* Update deps

* Fix pnpm

* Session counters

* Fix pnpm lock

* Add storage client

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump core

* Fix pnpm

* Get rid of communication dependency

* Add copilot memory file

* Use proper name for instructions file

* Fix instructions

* Use domain instead of test name in gauges

* Update instructions file

* fix front service upload

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* remove incorrect test

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Move packages to huly.core

* Move packages to core, since they are not utils

* Add global user profile

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Fix lock file

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Add support for memory limit check

* Bump version

* Fix pnpm

* report more accurate upload progress

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fic validation issues

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Fix deps

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Move LowLevelStorage to server

* Fix linting

* Revert "Fix linting"

This reverts commit 54631d353e.

* Revert "Move LowLevelStorage to server"

This reverts commit aafb8f6f12.

* feature: add regorus engine with permit file

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* Fix one second counters for memory usage

* Fix kafka test

* use fresh core

* Version bump

* fix: key parameter added

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* Fix readme and few author mistakes

* Export domain schemas

* Bump version

* Tests (#117)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Bump version

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* feat: compact compact worker (#4)

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* bump version -> 0.1.16

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Add TypeIdentifier

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Add change logs

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* rename send -> try_send

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix pnpm lock

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Add identifier middleware, bump core

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Add subsciption methods to account client

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Fix lock file

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Fix reaction notification (#118)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Bump version

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Improve find methods schemas to convert to valid types

Signed-off-by: Nikolay Marchuk <nikolay.marchuk@hardcoreeng.com>

* Add change description

Signed-off-by: Nikolay Marchuk <nikolay.marchuk@hardcoreeng.com>

* Do not transcode while recording

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Open telemetry support

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* use proper content type in multipart upload

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* fix build (#26)

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Fix peers (#120)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Bump version

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>

* Add ActivityCollaborativeChange

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Update pnpm

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Allow to suspend errors on with

* Fix pnpm cache

* update versions

* v0.7.17 for all

* v0.7.11

* v0.7.14

* remove arc from worker

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* bump version -> 0.1.17

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Rank for attributes

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Update pnpm

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix one second counters

* Fix withContext and allow pass options

* Fix formatting

* Use updated deps

* Bump versions

* Update deps

* Update deps to platform.core

* add support for textColor mark

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* add support for textStyle mark

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump versions again

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Fix

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Rework on second timers

* fix merge of large blobs feched from s3

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* bump version -> 0.1.18

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* New subscription methods in account-client

* Update lock file

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Send error on find for wrong domain

* Suspend connect custom errors events in traces

* Bump client

* Bump core

* update deps

* Fix lock file

* Sorting for TypeIdentifier

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Bump version

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* add workspace usage info

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Bump versions

Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>

* Improve pg security perfomance

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix identifier middleware

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Update TxAccessLevel interface

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Allow guest to update its identities

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Add password login locked platform status

Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>

* Fix Uptrace normalizeMarkdown errors

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Add change log

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Add txMatch to permission

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* update pnpm lock

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Bump

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix permission middleware

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix enum sorting

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Enable formatting check

Signed-off-by: Andrey Sobolev <haiodo@gmail.com>

* Enable formatting check

* Add change

Signed-off-by: Andrey Sobolev <haiodo@gmail.com>

* Fix Uptrace NaN error

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* feature: removed actors, improved performance

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* feature: ping from server to clients added

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* feature: ping from server to clients added

Signed-off-by: Leonid Kaganov <lleo@lleo.me>

* Compress kafka messages and fix exception in findAll

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Bump versions

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Bump versions

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Rush change

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Fix compression param

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Trigger change

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Clean up

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Trigger change

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Bump markdown version

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Enable sub projects

* Fix wrong double symbol scripts

* Include foundation packages

* Add support for custom exclude filters

Add support for custom exclude filters - by Andrey Sobolev - haiodo@gmail.com

Signed-off-by: Andrey Sobolev <haiodo@gmail.com>

* Bump

Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>

* Fix Uptrace filter is not a function error

Signed-off-by: Artem Savchenko <armisav@gmail.com>

* Sync versions

Signed-off-by: Andrey Sobolev <haiodo@gmail.com>

---------

Signed-off-by: Leonid Kaganov <lleo@lleo.me>
Signed-off-by: Alexander Onnikov <Alexander.Onnikov@xored.com>
Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>
Signed-off-by: Alexey Zinoviev <alexey.zinoviev@xored.com>
Signed-off-by: Denis Bykhov <bykhov.denis@gmail.com>
Signed-off-by: Nikolay Marchuk <nikolay.marchuk@hardcoreeng.com>
Signed-off-by: Artem Savchenko <armisav@gmail.com>
Signed-off-by: Andrey Sobolev <haiodo@gmail.com>
Co-authored-by: Leonid Kaganov <lleo@lleo.me>
Co-authored-by: Alexander Onnikov <Alexander.Onnikov@xored.com>
Co-authored-by: Alexander Onnikov <Alexander.Onnikov@gmail.com>
Co-authored-by: Kristina <kristin.fefelova@gmail.com>
Co-authored-by: Alexey Zinoviev <alexey.zinoviev@xored.com>
Co-authored-by: Denis Bykhov <bykhov.denis@gmail.com>
Co-authored-by: Nikolay Marchuk <nikolay.marchuk@hardcoreeng.com>
Co-authored-by: Alexander Onnikov <aonnikov@hardcoreeng.com>
Co-authored-by: Artem Savchenko <armisav@gmail.com>
2025-11-26 19:15:30 +05:00

11 KiB

High Availability (HA) Stateless Container Support

This feature enables Huly Network to support stateless containers with automatic failover capabilities, allowing you to build highly available services that must ensure only one instance is active at any given time.

⚠️ Important: Network Service Limitation

The Network Server (central coordinator) does NOT support HA:

  • Network service must run as a single instance only
  • No clustering or multiple network servers allowed
  • Network service is a single point of failure

However, agents and containers DO support HA through stateless container registration:

  • Multiple agents can register the same container UUID
  • Automatic failover when primary agent fails
  • Leader election without external coordination

This document covers HA for agents and containers only.

Overview

The stateless container feature allows multiple agents to register pre-existing containers with the same UUID. The network will automatically:

  1. Choose the first agent that registers a container UUID
  2. Reject other agents attempting to register the same UUID
  3. Enable automatic failover when the active container is closed/terminated
  4. Allow standby agents to re-register and take over when the primary fails

This provides a simple yet effective HA mechanism for services that require leader election or single-instance guarantees.

Key Concepts

Stateless Containers

Unlike regular containers that are created on-demand by agents, stateless containers are:

  • Pre-existing: The container instance already exists before registration
  • HA-aware: Multiple agents can have the same container UUID ready to register
  • Failover-capable: When removed, standby agents automatically attempt to take over

Registration Flow

Agent 1 (Primary)              Network                 Agent 2 (Standby)
     |                           |                            |
     |-- Register UUID-001 ----->|                            |
     |<-- Accepted ---------------|                            |
     |                           |<--- Register UUID-001 -----|
     |                           |---- Rejected (duplicate) ->|
     |                           |                            |
     | (container terminates)    |                            |
     |-- Unregister UUID-001 --->|                            |
     |                           |-- Event: Removed --------->|
     |                           |                            |
     |                           |<--- Re-register UUID-001 --|
     |                           |---- Accepted ------------->|

API Reference

AgentImpl Methods

addStatelessContainer(uuid, kind, endpoint, container)

Add a stateless container to the agent for registration.

Parameters:

  • uuid: ContainerUuid - The container UUID (must be consistent across HA agents)
  • kind: ContainerKind - The container type/kind
  • endpoint: ContainerEndpointRef - The endpoint reference for this container
  • container: Container - The actual container instance

Example:

// Note: For production code, prefer using serveAgent() on the client
// This example uses AgentImpl directly for educational purposes
const agent = new AgentImpl('my-agent-id', containerFactories)

// Add a stateless container
agent.addStatelessContainer(
  'service-001' as ContainerUuid,
  'my-service' as ContainerKind,
  'service://host/service-001' as ContainerEndpointRef,
  myServiceContainer
)

// Register the agent - network will accept or reject the stateless container
await client.register(agent)

removeStatelessContainer(uuid)

Remove a stateless container from tracking (called when rejected by network).

Parameters:

  • uuid: ContainerUuid - The container UUID to remove

Network Behavior

The network's register() method now:

  1. Checks for UUID conflicts: If a container UUID already exists and is owned by a different agent, the new registration is rejected
  2. Returns containers to shutdown: The response includes UUIDs that should be terminated
  3. Broadcasts events: Container removal events trigger standby agents to attempt re-registration

Usage Example

Basic HA Setup

import { AgentImpl, containerUuid, TickManagerImpl } from '@hcengineering/network-core'
import { createNetworkClient, NetworkAgentServer } from '@hcengineering/network-client'

// Shared service UUID across all HA instances
const SHARED_SERVICE_UUID = 'my-ha-service-001' as ContainerUuid

// Note: For production code, prefer using serveAgent() on the client
// This example uses AgentImpl directly for educational purposes

// Create Agent 1 (Primary)
const agent1 = new AgentImpl('agent-1', containerFactories)
agent1.addStatelessContainer(
  SHARED_SERVICE_UUID,
  'ha-service',
  'service://agent-1/service-001',
  primaryServiceContainer
)

// Create Agent 2 (Standby)
const agent2 = new AgentImpl('agent-2', containerFactories)
agent2.addStatelessContainer(
  SHARED_SERVICE_UUID,
  'ha-service',
  'service://agent-2/service-001',
  standbyServiceContainer
)

// Connect to network
const client = createNetworkClient('localhost:3737')
await client.waitConnection()

// Register both agents
await client.register(agent1) // Will be accepted
await client.register(agent2) // Will be rejected for SHARED_SERVICE_UUID

// When agent1's container is terminated, agent2 will automatically take over

Monitoring and Failover

// Listen for container events to monitor failover
client.onUpdate(async (event) => {
  for (const containerEvent of event.containers) {
    if (containerEvent.container.uuid === SHARED_SERVICE_UUID) {
      switch (containerEvent.event) {
        case NetworkEventKind.added:
          console.log('Container registered:', containerEvent.container.agentId)
          break
        case NetworkEventKind.removed:
          console.log('Container removed - failover in progress')
          break
        case NetworkEventKind.updated:
          console.log('Container updated')
          break
      }
    }
  }
})

// Simulate failover by terminating primary container
await agent1.terminate(SHARED_SERVICE_UUID)
// Agent2 will automatically re-register and take over (after ~100ms delay)

Implementation Details

Agent Side

  1. Stateless containers are tracked separately in AgentImpl.statelessContainers map
  2. Included in registration when list() is called
  3. Activated on success - moved to active containers if accepted by network
  4. Terminated on rejection - removed from tracking if network rejects

Network Side

  1. First-wins policy - The first agent to register a UUID owns it
  2. Rejection mechanism - Returns UUIDs to shutdown for conflicting registrations
  3. Event broadcasting - Sends removal events when containers are terminated
  4. Automatic cleanup - Orphaned containers are tracked and cleaned up

Client Side

  1. Event handling - Monitors for container removal events
  2. Automatic re-registration - Triggers re-registration when stateless container is removed
  3. Throttling - Small delay (100ms) to prevent thundering herd
  4. Transparent to users - Failover happens automatically

Use Cases

1. Leader Election

Implement leader election without external coordination services:

class LeaderService implements Container {
  constructor(readonly clusterId: string) {
    // Initialize leader-specific resources
  }

  async request(operation: string, data?: any): Promise<any> {
    // Handle leader operations
    return { isLeader: true, clusterId: this.clusterId }
  }
}

// All nodes register with same UUID, first one becomes leader
const leaderUuid = `cluster-${clusterId}-leader` as ContainerUuid
agent.addStatelessContainer(leaderUuid, 'leader', endpoint, new LeaderService(clusterId))

2. Singleton Services

Ensure only one instance of a service runs across the cluster:

class DatabaseMigrationService implements Container {
  async request(operation: string): Promise<any> {
    if (operation === 'migrate') {
      // Only one instance will run migrations
      await this.runMigrations()
    }
  }
}

const migrationUuid = 'db-migration-singleton' as ContainerUuid
agent.addStatelessContainer(migrationUuid, 'migration', endpoint, migrationService)

3. Active-Standby Databases

Implement active-standby database pattern:

class DatabaseReplica implements Container {
  private isActive = false

  async onActivation(): Promise<void> {
    // Promote standby to active
    this.isActive = true
    await this.promoteToMaster()
  }

  async request(operation: string): Promise<any> {
    if (!this.isActive) {
      throw new Error('Standby replica - read-only')
    }
    return await this.executeQuery(operation)
  }
}

Configuration

Failover Delay

The default failover delay is 100ms. You can adjust this by modifying the timeout in NetworkClientImpl.onEvent():

setTimeout(() => {
  this.doRegister(agent).catch(...)
}, 100) // Adjust this value

Container Cleanup

Orphaned containers are automatically cleaned up based on the timeout settings. Configure via:

const tickManager = new TickManagerImpl(1) // 1 second tick
const network = new NetworkImpl(tickManager)

Testing

See the complete example in examples/ha-stateless-container-example.ts:

# Start the network server
cd pods/network-pod
rushx dev

# In another terminal, run the example
npx ts-node examples/ha-stateless-container-example.ts

Limitations

  1. No split-brain protection: The network itself doesn't prevent split-brain scenarios if network partitions occur
  2. Eventually consistent: There may be brief periods during failover where no instance is active
  3. No state transfer: Stateless containers don't automatically transfer state between instances
  4. Single network dependency: All agents must connect to the same Huly Network instance

Best Practices

  1. Use meaningful UUIDs: Make container UUIDs descriptive and consistent across deployments
  2. Implement health checks: Containers should implement proper ping() methods
  3. Handle rejection gracefully: Standby agents should be prepared to be rejected
  4. Monitor events: Always subscribe to container events to track failover
  5. Test failover: Regularly test failover scenarios in non-production environments
  6. Set appropriate timeouts: Configure timeouts based on your SLA requirements

Troubleshooting

Problem: Standby agent not taking over

Solution: Check that:

  • Both agents are properly connected to the network
  • Container UUIDs match exactly
  • Standby agent is properly listening for removal events
  • Network event broadcasting is working

Problem: Both agents think they're active

Solution: This indicates a split-brain scenario. Ensure:

  • All agents connect to the same network instance
  • Network connections are stable
  • No network partitions exist

Problem: Failover takes too long

Solution:

  • Reduce the failover delay in NetworkClientImpl.onEvent()
  • Implement faster health checks
  • Use shorter network timeout values

See Also