Files
crawl4ai/crawl4ai/types.py
UncleCode 3048cc1ff9 feat: Add AsyncUrlSeeder for intelligent URL discovery and filtering
This commit introduces AsyncUrlSeeder, a high-performance URL discovery system that enables intelligent crawling at scale by pre-discovering and filtering URLs before crawling.

## Core Features

### AsyncUrlSeeder Component
- Discovers URLs from multiple sources:
  - Sitemaps (including nested and gzipped)
  - Common Crawl index
  - Combined sources for maximum coverage
- Extracts page metadata without full crawling:
  - Title, description, keywords
  - Open Graph and Twitter Card tags
  - JSON-LD structured data
  - Language and charset information
- BM25 relevance scoring for intelligent filtering:
  - Query-based URL discovery
  - Configurable score thresholds
  - Automatic ranking by relevance
- Performance optimizations:
  - Async/concurrent processing with configurable workers
  - Rate limiting (hits per second)
  - Automatic caching with TTL
  - Streaming results for large datasets

### SeedingConfig
- Comprehensive configuration for URL seeding:
  - Source selection (sitemap, cc, or both)
  - URL pattern filtering with wildcards
  - Live URL validation options
  - Metadata extraction controls
  - BM25 scoring parameters
  - Concurrency and rate limiting

### Integration with AsyncWebCrawler
- Seamless pipeline: discover → filter → crawl
- Direct compatibility with arun_many()
- Significant resource savings by pre-filtering URLs

## Documentation
- Comprehensive guide comparing URL seeding vs deep crawling
- Complete API reference with parameter tables
- Practical examples showing all features
- Performance benchmarks and best practices
- Integration patterns with AsyncWebCrawler

## Examples
- url_seeder_demo.py: Interactive Rich-based demo with:
  - Basic discovery
  - Cache management
  - Live validation
  - BM25 scoring
  - Multi-domain discovery
  - Complete pipeline integration
- url_seeder_quick_demo.py: Screenshot-friendly examples:
  - Pattern-based filtering
  - Metadata exploration
  - Smart search with BM25

## Testing
- Comprehensive test suite (test_async_url_seeder_bm25.py)
- Coverage of all major features
- Edge cases and error handling
- Performance and consistency tests

## Implementation Details
- Built on httpx with HTTP/2 support
- Optional dependencies: lxml, brotli, rank_bm25
- Cache management in ~/.crawl4ai/seeder_cache/
- Logger integration with AsyncLoggerBase
- Proper error handling and retry logic

## Bug Fixes
- Fixed logger color compatibility (lightblack → bright_black)
- Corrected URL extraction from seeder results for arun_many()
- Updated all examples and documentation with proper usage

This feature enables users to crawl smarter, not harder, by discovering
and analyzing URLs before committing resources to crawling them.
2025-06-03 23:27:12 +08:00

195 lines
7.1 KiB
Python

from typing import TYPE_CHECKING, Union
# Logger types
AsyncLoggerBase = Union['AsyncLoggerBaseType']
AsyncLogger = Union['AsyncLoggerType']
# Crawler core types
AsyncWebCrawler = Union['AsyncWebCrawlerType']
CacheMode = Union['CacheModeType']
CrawlResult = Union['CrawlResultType']
CrawlerHub = Union['CrawlerHubType']
BrowserProfiler = Union['BrowserProfilerType']
# NEW: Add AsyncUrlSeederType
AsyncUrlSeeder = Union['AsyncUrlSeederType']
# Configuration types
BrowserConfig = Union['BrowserConfigType']
CrawlerRunConfig = Union['CrawlerRunConfigType']
HTTPCrawlerConfig = Union['HTTPCrawlerConfigType']
LLMConfig = Union['LLMConfigType']
# NEW: Add SeedingConfigType
SeedingConfig = Union['SeedingConfigType']
# Content scraping types
ContentScrapingStrategy = Union['ContentScrapingStrategyType']
WebScrapingStrategy = Union['WebScrapingStrategyType']
LXMLWebScrapingStrategy = Union['LXMLWebScrapingStrategyType']
# Proxy types
ProxyRotationStrategy = Union['ProxyRotationStrategyType']
RoundRobinProxyStrategy = Union['RoundRobinProxyStrategyType']
# Extraction types
ExtractionStrategy = Union['ExtractionStrategyType']
LLMExtractionStrategy = Union['LLMExtractionStrategyType']
CosineStrategy = Union['CosineStrategyType']
JsonCssExtractionStrategy = Union['JsonCssExtractionStrategyType']
JsonXPathExtractionStrategy = Union['JsonXPathExtractionStrategyType']
# Chunking types
ChunkingStrategy = Union['ChunkingStrategyType']
RegexChunking = Union['RegexChunkingType']
# Markdown generation types
DefaultMarkdownGenerator = Union['DefaultMarkdownGeneratorType']
MarkdownGenerationResult = Union['MarkdownGenerationResultType']
# Content filter types
RelevantContentFilter = Union['RelevantContentFilterType']
PruningContentFilter = Union['PruningContentFilterType']
BM25ContentFilter = Union['BM25ContentFilterType']
LLMContentFilter = Union['LLMContentFilterType']
# Dispatcher types
BaseDispatcher = Union['BaseDispatcherType']
MemoryAdaptiveDispatcher = Union['MemoryAdaptiveDispatcherType']
SemaphoreDispatcher = Union['SemaphoreDispatcherType']
RateLimiter = Union['RateLimiterType']
CrawlerMonitor = Union['CrawlerMonitorType']
DisplayMode = Union['DisplayModeType']
RunManyReturn = Union['RunManyReturnType']
# Docker client
Crawl4aiDockerClient = Union['Crawl4aiDockerClientType']
# Deep crawling types
DeepCrawlStrategy = Union['DeepCrawlStrategyType']
BFSDeepCrawlStrategy = Union['BFSDeepCrawlStrategyType']
FilterChain = Union['FilterChainType']
ContentTypeFilter = Union['ContentTypeFilterType']
DomainFilter = Union['DomainFilterType']
URLFilter = Union['URLFilterType']
FilterStats = Union['FilterStatsType']
SEOFilter = Union['SEOFilterType']
KeywordRelevanceScorer = Union['KeywordRelevanceScorerType']
URLScorer = Union['URLScorerType']
CompositeScorer = Union['CompositeScorerType']
DomainAuthorityScorer = Union['DomainAuthorityScorerType']
FreshnessScorer = Union['FreshnessScorerType']
PathDepthScorer = Union['PathDepthScorerType']
BestFirstCrawlingStrategy = Union['BestFirstCrawlingStrategyType']
DFSDeepCrawlStrategy = Union['DFSDeepCrawlStrategyType']
DeepCrawlDecorator = Union['DeepCrawlDecoratorType']
# Only import types during type checking to avoid circular imports
if TYPE_CHECKING:
# Logger imports
from .async_logger import (
AsyncLoggerBase as AsyncLoggerBaseType,
AsyncLogger as AsyncLoggerType,
)
# Crawler core imports
from .async_webcrawler import (
AsyncWebCrawler as AsyncWebCrawlerType,
CacheMode as CacheModeType,
)
from .models import CrawlResult as CrawlResultType
from .hub import CrawlerHub as CrawlerHubType
from .browser_profiler import BrowserProfiler as BrowserProfilerType
# NEW: Import AsyncUrlSeeder for type checking
from .async_url_seeder import AsyncUrlSeeder as AsyncUrlSeederType
# Configuration imports
from .async_configs import (
BrowserConfig as BrowserConfigType,
CrawlerRunConfig as CrawlerRunConfigType,
HTTPCrawlerConfig as HTTPCrawlerConfigType,
LLMConfig as LLMConfigType,
# NEW: Import SeedingConfig for type checking
SeedingConfig as SeedingConfigType,
)
# Content scraping imports
from .content_scraping_strategy import (
ContentScrapingStrategy as ContentScrapingStrategyType,
WebScrapingStrategy as WebScrapingStrategyType,
LXMLWebScrapingStrategy as LXMLWebScrapingStrategyType,
)
# Proxy imports
from .proxy_strategy import (
ProxyRotationStrategy as ProxyRotationStrategyType,
RoundRobinProxyStrategy as RoundRobinProxyStrategyType,
)
# Extraction imports
from .extraction_strategy import (
ExtractionStrategy as ExtractionStrategyType,
LLMExtractionStrategy as LLMExtractionStrategyType,
CosineStrategy as CosineStrategyType,
JsonCssExtractionStrategy as JsonCssExtractionStrategyType,
JsonXPathExtractionStrategy as JsonXPathExtractionStrategyType,
)
# Chunking imports
from .chunking_strategy import (
ChunkingStrategy as ChunkingStrategyType,
RegexChunking as RegexChunkingType,
)
# Markdown generation imports
from .markdown_generation_strategy import (
DefaultMarkdownGenerator as DefaultMarkdownGeneratorType,
)
from .models import MarkdownGenerationResult as MarkdownGenerationResultType
# Content filter imports
from .content_filter_strategy import (
RelevantContentFilter as RelevantContentFilterType,
PruningContentFilter as PruningContentFilterType,
BM25ContentFilter as BM25ContentFilterType,
LLMContentFilter as LLMContentFilterType,
)
# Dispatcher imports
from .async_dispatcher import (
BaseDispatcher as BaseDispatcherType,
MemoryAdaptiveDispatcher as MemoryAdaptiveDispatcherType,
SemaphoreDispatcher as SemaphoreDispatcherType,
RateLimiter as RateLimiterType,
CrawlerMonitor as CrawlerMonitorType,
DisplayMode as DisplayModeType,
RunManyReturn as RunManyReturnType,
)
# Docker client
from .docker_client import Crawl4aiDockerClient as Crawl4aiDockerClientType
# Deep crawling imports
from .deep_crawling import (
DeepCrawlStrategy as DeepCrawlStrategyType,
BFSDeepCrawlStrategy as BFSDeepCrawlStrategyType,
FilterChain as FilterChainType,
ContentTypeFilter as ContentTypeFilterType,
DomainFilter as DomainFilterType,
URLFilter as URLFilterType,
FilterStats as FilterStatsType,
SEOFilter as SEOFilterType,
KeywordRelevanceScorer as KeywordRelevanceScorerType,
URLScorer as URLScorerType,
CompositeScorer as CompositeScorerType,
DomainAuthorityScorer as DomainAuthorityScorerType,
FreshnessScorer as FreshnessScorerType,
PathDepthScorer as PathDepthScorerType,
BestFirstCrawlingStrategy as BestFirstCrawlingStrategyType,
DFSDeepCrawlStrategy as DFSDeepCrawlStrategyType,
DeepCrawlDecorator as DeepCrawlDecoratorType,
)
def create_llm_config(*args, **kwargs) -> 'LLMConfigType':
from .async_configs import LLMConfig
return LLMConfig(*args, **kwargs)