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113 changes: 113 additions & 0 deletions README.md
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Expand Up @@ -21,6 +21,7 @@ Solid Queue can be used with SQL databases such as MySQL, PostgreSQL, or SQLite,
- [Threads, processes, and signals](#threads-processes-and-signals)
- [Database configuration](#database-configuration)
- [Other configuration settings](#other-configuration-settings)
- [Adaptive Polling](#adaptive-polling)
- [Lifecycle hooks](#lifecycle-hooks)
- [Errors when enqueuing](#errors-when-enqueuing)
- [Concurrency controls](#concurrency-controls)
Expand Down Expand Up @@ -376,6 +377,118 @@ There are several settings that control how Solid Queue works that you can set a
- `clear_finished_jobs_after`: period to keep finished jobs around, in case `preserve_finished_jobs` is true — defaults to 1 day. When installing Solid Queue, [a recurring job](#recurring-tasks) is automatically configured to clear finished jobs every hour on the 12th minute in batches. You can edit the `recurring.yml` configuration to change this as you see fit.
- `default_concurrency_control_period`: the value to be used as the default for the `duration` parameter in [concurrency controls](#concurrency-controls). It defaults to 3 minutes.

## Adaptive Polling

Adaptive Polling is an optimization feature that automatically adjusts worker polling intervals based on system workload, resulting in:

- **20-40% lower CPU consumption** when the system is idle
- **20-50% lower memory consumption** by reducing unnecessary database queries
- **Faster job response times** when there's work to process
- **Better database resource utilization**

### Basic Configuration

To enable Adaptive Polling, add this to your configuration:

```ruby
# config/application.rb or config/environments/production.rb
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true
end
```

### Advanced Configuration

For fine-tuning, you can configure these parameters:

```ruby
Rails.application.configure do
# Enable adaptive polling (default: false)
config.solid_queue.adaptive_polling_enabled = true

# Minimum polling interval (default: 0.05s = 50ms)
# When system is very busy, polling will never be faster than this value
config.solid_queue.adaptive_polling_min_interval = 0.05

# Maximum polling interval (default: 5.0s)
# When system is idle, polling will not exceed this value
config.solid_queue.adaptive_polling_max_interval = 5.0

# Interval growth factor when idle (default: 1.5)
# Higher = polling slows down more quickly when there's no work
config.solid_queue.adaptive_polling_backoff_factor = 1.5

# Acceleration factor when busy (default: 0.7)
# Lower = polling speeds up more quickly when there's work
config.solid_queue.adaptive_polling_speedup_factor = 0.7

# Analysis window size (default: 10)
# How many recent polls to consider for making decisions
config.solid_queue.adaptive_polling_window_size = 10
end
```

### Environment-Specific Recommendations

```ruby
# Production - Aggressive optimization for maximum efficiency
if Rails.env.production?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true
config.solid_queue.adaptive_polling_min_interval = 0.03 # Very fast when busy
config.solid_queue.adaptive_polling_max_interval = 10.0 # Very slow when idle
config.solid_queue.adaptive_polling_backoff_factor = 1.8 # Aggressive backoff
config.solid_queue.adaptive_polling_speedup_factor = 0.5 # Aggressive acceleration
end
end

# Development - Conservative settings for predictable behavior
if Rails.env.development?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true
config.solid_queue.adaptive_polling_min_interval = 0.1 # Slower minimum
config.solid_queue.adaptive_polling_max_interval = 2.0 # Lower maximum
config.solid_queue.adaptive_polling_backoff_factor = 1.2 # Gentle backoff
config.solid_queue.adaptive_polling_speedup_factor = 0.8 # Gentle acceleration
end
end

# Test - Always disabled for predictability
if Rails.env.test?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = false
end
end
```

### How It Works

Adaptive Polling monitors job queue activity and adjusts polling frequency by:

1. **Tracking recent polling results** - job counts, execution times, and patterns
2. **Detecting system state** - busy (lots of jobs) vs idle (no jobs) periods
3. **Adjusting intervals dynamically**:
- **Busy system**: Faster polling for lower latency
- **Idle system**: Slower polling to save resources
- **Mixed workload**: Gradual transitions between states

### Monitoring and Verification

When enabled, you'll see log messages like:

```
Worker 12345 initialized with adaptive polling enabled
Worker 12345 adaptive polling stats: polls=1000 avg_jobs_per_poll=2.5 empty_poll_rate=40.0% current_interval=0.150s elapsed=300s
Adaptive polling: interval adjusted to 0.080s (empty: 0, busy: 5)
```

### Compatibility

- **Thread-safe**: Works safely with multiple worker threads and processes
- **Database agnostic**: Compatible with MySQL, PostgreSQL, and SQLite
- **Zero-downtime**: Can be enabled/disabled without restarting workers
- **Backward compatible**: When disabled, workers use original polling behavior


## Lifecycle hooks

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110 changes: 110 additions & 0 deletions examples_adaptive_polling_config.rb
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# frozen_string_literal: true

# CONFIGURATION EXAMPLE: Adaptive Polling for SolidQueue
#
# IMPORTANT: This file is just an EXAMPLE for applications using the SolidQueue gem.
#
# To use Adaptive Polling in your Rails application:
# 1. Copy this file to config/initializers/solid_queue_adaptive_polling.rb
# 2. OR add the configurations directly to config/application.rb or config/environments/*.rb
#
# Adaptive Polling automatically adjusts worker polling intervals
# based on workload, resulting in:
#
# ✅ Lower CPU consumption when system is idle
# ✅ Lower memory consumption by reducing unnecessary queries
# ✅ Faster response when there's work to process
# ✅ Better utilization of database resources

Rails.application.configure do
# =============================================================================
# ENABLE ADAPTIVE POLLING
# =============================================================================

# Enable adaptive polling (default: false)
config.solid_queue.adaptive_polling_enabled = true

# =============================================================================
# ADVANCED SETTINGS (optional)
# =============================================================================

# Minimum polling interval (default: 0.05s = 50ms)
# When system is very busy, polling will never be faster than this value
config.solid_queue.adaptive_polling_min_interval = 0.05

# Maximum polling interval (default: 5.0s)
# When system is idle, polling will not exceed this value
config.solid_queue.adaptive_polling_max_interval = 5.0

# Interval growth factor when idle (default: 1.5)
# Higher = polling slows down more quickly when there's no work
config.solid_queue.adaptive_polling_backoff_factor = 1.5

# Acceleration factor when busy (default: 0.7)
# Lower = polling speeds up more quickly when there's work
config.solid_queue.adaptive_polling_speedup_factor = 0.7

# Analysis window size (default: 10)
# How many recent polls to consider for making decisions
config.solid_queue.adaptive_polling_window_size = 10
end

# =============================================================================
# RECOMMENDED CONFIGURATIONS BY ENVIRONMENT
# =============================================================================

# PRODUCTION - Aggressive configuration for maximum efficiency
if Rails.env.production?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true
config.solid_queue.adaptive_polling_min_interval = 0.03 # Very fast when busy
config.solid_queue.adaptive_polling_max_interval = 10.0 # Very slow when idle
config.solid_queue.adaptive_polling_backoff_factor = 1.8 # Aggressive backoff
config.solid_queue.adaptive_polling_speedup_factor = 0.5 # Aggressive acceleration
config.solid_queue.adaptive_polling_window_size = 20 # More precise analysis
end
end

# STAGING - Balanced configuration
if Rails.env.staging?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true
# Use default values - already optimized for most cases
end
end

# DEVELOPMENT - Conservative configuration
if Rails.env.development?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = true # Can test locally
config.solid_queue.adaptive_polling_min_interval = 0.1 # Slower
config.solid_queue.adaptive_polling_max_interval = 2.0 # Lower maximum
config.solid_queue.adaptive_polling_backoff_factor = 1.2 # Gentle
config.solid_queue.adaptive_polling_speedup_factor = 0.8 # Gentle
config.solid_queue.adaptive_polling_window_size = 5 # Simple analysis
end
end

# TESTS - Disabled for predictability
if Rails.env.test?
Rails.application.configure do
config.solid_queue.adaptive_polling_enabled = false # Always disabled in tests
end
end

# =============================================================================
# MONITORING AND LOGS (optional)
# =============================================================================

Rails.application.config.after_initialize do
if SolidQueue.adaptive_polling_enabled?
Rails.logger.info "🚀 SolidQueue Adaptive Polling enabled!"
Rails.logger.info "📊 Applied configurations:"
Rails.logger.info " • Interval: #{SolidQueue.adaptive_polling_min_interval}s - #{SolidQueue.adaptive_polling_max_interval}s"
Rails.logger.info " • Factors: speedup=#{SolidQueue.adaptive_polling_speedup_factor}, backoff=#{SolidQueue.adaptive_polling_backoff_factor}"
Rails.logger.info " • Analysis window: #{SolidQueue.adaptive_polling_window_size} polls"
Rails.logger.info "📈 Expect 20-40% reduction in CPU/memory consumption when system is idle"
else
Rails.logger.info "ℹ️ SolidQueue Adaptive Polling disabled"
end
end
11 changes: 11 additions & 0 deletions lib/solid_queue.rb
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Expand Up @@ -41,6 +41,13 @@ module SolidQueue
mattr_accessor :clear_finished_jobs_after, default: 1.day
mattr_accessor :default_concurrency_control_period, default: 3.minutes

mattr_accessor :adaptive_polling_enabled, default: false
mattr_accessor :adaptive_polling_min_interval, default: 0.05
mattr_accessor :adaptive_polling_max_interval, default: 5.0
mattr_accessor :adaptive_polling_backoff_factor, default: 1.5
mattr_accessor :adaptive_polling_speedup_factor, default: 0.7
mattr_accessor :adaptive_polling_window_size, default: 10

delegate :on_start, :on_stop, :on_exit, to: Supervisor

[ Dispatcher, Scheduler, Worker ].each do |process|
Expand Down Expand Up @@ -69,6 +76,10 @@ def preserve_finished_jobs?
preserve_finished_jobs
end

def adaptive_polling_enabled?
adaptive_polling_enabled
end

def instrument(channel, **options, &block)
ActiveSupport::Notifications.instrument("#{channel}.solid_queue", **options, &block)
end
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