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Introducing Bloqr Compiler: A Compiler-as-a-Service for Filter Lists

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Introducing Bloqr Compiler: A Compiler-as-a-Service for Filter Lists

Published: 2026

Combining filter lists from multiple sources shouldn’t be complex. Whether you’re managing a DNS blocker, ad blocker, or content filtering system, the ability to merge, validate, and optimize rules is essential. Today, we’re excited to introduce Bloqr Compiler—a modern, production-ready solution for transforming and compiling filter lists at scale.

What is Bloqr Compiler?

Bloqr Compiler is a powerful Compiler-as-a-Service package (v0.11.4) that simplifies the creation and management of filter lists. It is a Deno-native, standalone compiler offering high performance, no Node.js dependencies, and support for modern edge platforms.

At its core, Bloqr Compiler does one thing exceptionally well: it transforms, optimizes, and combines adblock filter lists from multiple sources into production-ready blocklists.

flowchart TD
    SRC["Multiple Filter Sources<br/>(URLs, files, inline rules - multiple formats supported)"]
    subgraph PIPE["Bloqr Compiler Pipeline"]
        direction TB
        P1["1. Parse and normalize rules"]
        P2["2. Apply transformations (11 different types)"]
        P3["3. Remove duplicates and invalid rules"]
        P4["4. Validate for compatibility"]
        P5["5. Compress and optimize"]
        P1 --> P2 --> P3 --> P4 --> P5
    end
    SRC --> P1
    P5 --> OUT["Output in Multiple Formats<br/>(Adblock, Hosts, Dnsmasq, Pi-hole, Unbound, DoH, JSON)"]

Why Bloqr Compiler?

Managing filter lists manually is tedious and error-prone. You need to:

  • Combine lists from multiple sources and maintainers
  • Handle different formats (adblock syntax, /etc/hosts, etc.)
  • Remove duplicates while maintaining performance
  • Validate rules for your specific platform
  • Optimize for cache and memory
  • Automate updates and deployments

Bloqr Compiler handles all of this automatically.

Key Features

1. 🎯 Multi-Source Compilation

Merge filter lists from any combination of sources:

{
  "name": "My Custom Blocklist",
  "sources": [
    {
      "source": "https://adguardteam.github.io/AdGuardSDNSFilter/Filters/filter.txt",
      "type": "adblock",
      "transformations": ["RemoveComments", "Validate"]
    },
    {
      "source": "/etc/hosts.local",
      "type": "hosts",
      "transformations": ["Compress"]
    },
    {
      "source": "https://example.com/custom-rules.txt",
      "exclusions": ["whitelist.example.com"]
    }
  ],
  "transformations": ["Deduplicate", "RemoveEmptyLines"]
}

2. ⚡ Performance & Optimization

Bloqr Compiler delivers impressive performance metrics:

  • Gzip compression: 70-80% cache size reduction
  • Smart deduplication: Removes redundant rules while preserving order
  • Request deduplication: Avoids fetching the same source twice
  • Intelligent caching: Detects changes and rebuilds only when needed
  • Batch processing: Compile up to 10 lists in parallel

3. 🔄 11 Built-in Transformations

Transform and clean your filter lists with a comprehensive suite:

  1. ConvertToAscii - Convert internationalized domains (IDN) to ASCII
  2. RemoveComments - Strip comment lines (! and # prefixes)
  3. Compress - Convert hosts→adblock syntax, remove redundancies
  4. RemoveModifiers - Remove unsupported rule modifiers for DNS blockers
  5. Validate - Remove invalid/incompatible rules for DNS blockers
  6. ValidateAllowIp - Like Validate, but preserves IP addresses
  7. Deduplicate - Remove duplicates while preserving order
  8. InvertAllow - Convert blocking rules to whitelist rules
  9. RemoveEmptyLines - Clean up empty lines
  10. TrimLines - Remove leading/trailing whitespace
  11. InsertFinalNewLine - Ensure proper file termination

Important: Transformations always execute in this specific order, ensuring predictable results.

4. 🌐 Platform Support

Bloqr Compiler runs everywhere:

flowchart TD
    PAL["Platform Abstraction Layer"]
    PAL --> D["✓ Deno (native)"]
    PAL --> N["✓ Node.js (npm compatibility)"]
    PAL --> CF["✓ Cloudflare Workers"]
    PAL --> DD["✓ Deno Deploy"]
    PAL --> VE["✓ Vercel Edge Functions"]
    PAL --> AL["✓ AWS Lambda@Edge"]
    PAL --> WW["✓ Web Workers (browser background tasks)"]
    PAL --> BR["✓ Browsers (with server-side proxy for CORS)"]

The platform abstraction layer means you write code once and deploy anywhere. A production-ready Cloudflare Worker implementation is included in the repository.

5. 📡 Real-time Progress & Async Processing

Three ways to compile filter lists:

Synchronous:

Terminal window
# Simple command-line compilation
bloqr-compiler -c config.json -o output.txt

Streaming:

// Real-time progress with Server-Sent Events
POST /compile/stream
Response: event stream with progress updates

Asynchronous:

// Background queue-based compilation
POST /compile/async
Response: { jobId: "uuid", queuePosition: 2 }

6. 🎨 Modern Web Interface

The included web UI provides:

  • Dashboard - Real-time metrics and queue monitoring
  • Compiler Interface - Visual filter list configuration
  • Admin Panel - Storage and configuration management
  • API Testing - Direct endpoint testing interface
  • Validation UI - Rule validation and AST visualization
graph LR
    subgraph Dashboard["Bloqr Compiler — Interactive Web Dashboard"]
        QUEUE["Compilation Queue\n▓▓▓▓▓▓▓▓░░  8 pending\nAverage Time: 2.3s"]
        subgraph Config["Configuration"]
            STATS["Name: My Blocklist\nSources: 3 configured\nRules in: 500,000\nRules out: 125,000 (75% reduction)\nSize raw: 12.5 MB\nSize gz: 1.8 MB (85% reduction)"]
            ACTIONS["[ Compile ]  [ Download ]  [ Share ]"]
        end
    end

7. 📚 Full OpenAPI 3.0.3 Documentation

Complete REST API with:

  • Interactive HTML documentation (Redoc)
  • Postman collections for testing
  • Contract testing for CI/CD
  • Client SDK code generation support
  • Full request/response examples

8. 🎪 Batch Processing

Compile multiple lists simultaneously:

POST /compile/batch
{
  "configurations": [
    { "name": "List 1", ... },
    { "name": "List 2", ... },
    { "name": "List 3", ... }
  ]
}

Process up to 10 lists in parallel with automatic queuing and deduplication.

Getting Started

Installation

Using Deno (recommended):

Terminal window
deno run --allow-read --allow-write --allow-net jsr:@jk-com/bloqr-compiler \
  -c config.json -o output.txt

Using Docker:

Terminal window
git clone https://github.com/jaypatrick/bloqr-compiler.git
cd bloqr-compiler
docker compose up -d
# Access at http://localhost:8787

Build from source:

Terminal window
deno task build
# Creates standalone `bloqr-compiler` executable

Quick Example

Convert and compress a blocklist:

Terminal window
bloqr-compiler \
  -i hosts.txt \
  -i adblock.txt \
  -o compiled-blocklist.txt

Or use a configuration file for complex scenarios:

Terminal window
bloqr-compiler -c config.json -o output.txt

TypeScript API

import { compile } from 'jsr:@jk-com/bloqr-compiler';
import type { IConfiguration } from 'jsr:@jk-com/bloqr-compiler';


const config: IConfiguration = {
  name: 'Custom Blocklist',
  sources: [
    {
      source: 'https://adguardteam.github.io/AdGuardSDNSFilter/Filters/filter.txt',
      transformations: ['RemoveComments', 'Validate'],
    },
  ],
  transformations: ['Deduplicate'],
};


const result = await compile(config);
await Deno.writeTextFile('blocklist.txt', result.join('\n'));

Architecture & Extensibility

Core Components

FilterCompiler - The main orchestrator that validates configuration, compiles sources, and applies transformations.

WorkerCompiler - A platform-agnostic compiler that works in edge runtimes (Cloudflare Workers, Lambda@Edge, etc.) without file system access.

TransformationRegistry - A plugin system for rule transformations. Extensible and composable.

PlatformDownloader - Handles network requests with retry logic, cycle detection for includes, and preprocessor directives.

Extensibility

Create custom transformations:

import { SyncTransformation, TransformationType } from '@jk-com/bloqr-compiler';


class RemoveSocialMediaTransformation extends SyncTransformation {
  public readonly type = 'RemoveSocialMedia' as TransformationType;
  public readonly name = 'Remove Social Media';


  private socialDomains = ['facebook.com', 'twitter.com', 'instagram.com'];


  public executeSync(rules: string[]): string[] {
    return rules.filter((rule) => {
      return !this.socialDomains.some((domain) => rule.includes(domain));
    });
  }
}


// Register and use
const registry = new TransformationRegistry();
registry.register('RemoveSocialMedia' as any, new RemoveSocialMediaTransformation());

Implement custom content fetchers:

class RedisBackedFetcher implements IContentFetcher {
  async canHandle(source: string): Promise<boolean> {
    return source.startsWith('redis://');
  }


  async fetch(source: string): Promise<string> {
    const key = source.replace('redis://', '');
    return await redis.get(key);
  }
}

Use Cases

1. DNS Blockers (AdGuard Home, Pi-hole)

Compile DNS-compatible filter lists from multiple sources, validate rules, and automatically deploy updates.

2. Ad Blockers

Merge multiple ad-blocking lists, convert between formats, and optimize for performance.

3. Content Filtering

Combine content filters from different maintainers with custom exclusions and inclusions.

4. List Maintenance

Automate filter list generation, updates, and quality assurance in CI/CD pipelines.

5. Multi-Source Compilation

Create master lists that aggregate specialized blocklists (malware, tracking, spam, etc.).

6. Format Conversion

Convert between /etc/hosts, adblock, Dnsmasq, Pi-hole, and other formats.

Deployment Options

Local CLI

Terminal window
bloqr-compiler -c config.json -o output.txt

Cloudflare Workers

Production-ready worker with web UI, REST API, WebSocket support, and queue integration:

Terminal window
npm install
deno task wrangler:dev   # Local development
deno task wrangler:deploy  # Deploy to Cloudflare

Access at your Cloudflare Workers URL with:

  • Web UI at /
  • API at POST /compile
  • Streaming at POST /compile/stream
  • Async Queue at POST /compile/async

Docker

Complete containerized deployment with:

Terminal window
docker compose up -d
# Access at http://localhost:8787

Includes multi-stage build, health checks, and production-ready configuration.

Edge Functions (Vercel, AWS Lambda@Edge, etc.)

Deploy anywhere with standard Fetch API support:

export default async function handler(request: Request) {
  const compiler = new WorkerCompiler({
    preFetchedContent: { /* sources */ },
  });
  const result = await compiler.compile(config);
  return new Response(result.join('\n'));
}

Advanced Features

Circuit Breaker with Exponential Backoff

Automatic retry logic for unreliable sources:

flowchart TD
    fail["Request fails"] --> retry1["Retry after 1s (2^0)"]
    retry1 --> retry2["Retry after 2s (2^1)"]
    retry2 --> retry3["Retry after 4s (2^2)"]
    retry3 --> retry4["Retry after 8s (2^3)"]
    retry4 --> maxed["Max retries exceeded -> fallback or error"]

Preprocessor Directives

Advanced compilation with conditional includes:

!#if (os == "windows")
! Windows-specific rules
||example.com^$os=windows
!#endif


!#include https://example.com/rules.txt

Visual Diff Reporting

Track what changed between compilations:

Rules added:     2,341 (+12%)
Rules removed:   1,203 (-6%)
Rules modified:  523
Size change:     +2.1 MB (→ 12.5 MB)
Compression:     85% → 87%

Incremental Compilation

Cache source content and detect changes:

  • Skip recompilation if sources haven’t changed
  • Automatic cache invalidation with checksums
  • Configurable storage backends

Conflict Detection

Identify and report conflicting rules:

  • Rules that contradict each other
  • Incompatible modifiers
  • Optimization suggestions

Performance Metrics

The package includes built-in benchmarking and diagnostics:

// Compile with metrics
const result = await compiler.compileWithMetrics(config, true);


// Output includes:
// - Parse time
// - Transformation times (per transformation)
// - Compilation time (total)
// - Output size (raw and compressed)
// - Cache hit rate
// - Memory usage

Integration with Cloudflare Tail Workers for real-time monitoring and error tracking.

Real-World Example

Here’s a complete example: creating a master blocklist from multiple sources:

{
  "name": "Master Security Blocklist",
  "description": "Comprehensive blocklist combining security, privacy, and tracking filters",
  "homepage": "https://example.com",
  "license": "AGPL-3.0",
  "version": "1.0.0",
  "sources": [
    {
      "name": "AdGuard DNS Filter",
      "source": "https://adguardteam.github.io/AdGuardSDNSFilter/Filters/filter.txt",
      "type": "adblock",
      "transformations": ["RemoveComments", "Validate"]
    },
    {
      "name": "Steven Black's Hosts",
      "source": "https://raw.githubusercontent.com/StevenBlack/hosts/master/hosts",
      "type": "hosts",
      "transformations": ["Compress"],
      "exclusions": ["whitelist.txt"]
    },
    {
      "name": "Local Rules",
      "source": "local-rules.txt",
      "type": "adblock",
      "transformations": ["RemoveComments"]
    }
  ],
  "transformations": ["Deduplicate", "RemoveEmptyLines", "InsertFinalNewLine"],
  "exclusions": ["trusted-domains.txt"]
}

Compile and deploy:

Terminal window
bloqr-compiler -c blocklist-config.json -o blocklist.txt


# Or use CI/CD automation
deno run --allow-read --allow-write --allow-net --allow-env \
  jsr:@jk-com/bloqr-compiler/cli -c config.json -o output.txt

Community & Feedback

Bloqr Compiler is open-source and actively maintained:

Summary

Bloqr Compiler brings modern development practices to filter list management. Whether you’re:

  • Managing a single blocklist - Use the CLI for quick compilation
  • Running a production service - Deploy to Cloudflare Workers or Docker
  • Building an application - Import the library and use the TypeScript API
  • Automating updates - Integrate into CI/CD pipelines

Bloqr Compiler provides the tools, performance, and flexibility you need.

Key takeaways:

✅ Multi-source - Combine lists from any source ✅ Universal - Run anywhere (Deno, Node, Workers, browsers) ✅ Optimized - 11 transformations for maximum performance ✅ Extensible - Plugin system for custom transformations and fetchers ✅ Production-ready - Used in real-world deployments ✅ Developer-friendly - Full TypeScript support, OpenAPI docs, web UI

Get started today:

Terminal window
# Try it immediately
deno run --allow-read --allow-write --allow-net jsr:@jk-com/bloqr-compiler \
  -i https://adguardteam.github.io/AdGuardSDNSFilter/Filters/filter.txt \
  -o my-blocklist.txt


# Or explore the interactive web UI
docker compose up -d

Resources

Ready to simplify your filter list management? Get started with Bloqr Compiler today.