Introduction to the SOLR Enterprise Search Server

Source: Internet
Author: User
SOLR in a nutshell

SOLR is a standalone Enterprise Search server with a Web-services like API. you put documents in it (called "Indexing") via XML over HTTP. you query it via http get and receive XML results.

  • Advanced full-text search capabilities
  • Optimized for high volume web traffic
  • Standards based open interfaces-XML and HTTP
  • Comprehensive HTML administration interfaces
  • Scalability-efficient replication to other SOLR search servers
  • Flexible and adaptable with xml configuration
  • Extensible plugin Architecture

SOLR uses the Lucene Search Library and extends it!
  • A real data schema, with dynamic fields, unique keys
  • Powerful extensions to the Lucene Query Language
  • Support for dynamic result grouping and filtering
  • Advanced, retriable Text Analysis
  • Highly retriable and user extensible caching
  • Performance optimizations
  • External configuration via XML
  • An Administration Interface
  • Monitorable Logging
  • Fast incremental updates and snapshot Distribution

Detailed features

Schema
  • Defines the Field Types and fields of documents
  • Can drive more intelligent Processing
  • Declarative Lucene analyzer Specification
  • Dynamic fields enables on-the-fly addition of fields
  • Copyfield functionality allows indexing a single field multiple ways, or combining multiple fields into a single searchable Field
  • Explicit types eliminates the need for guessing types of fields
  • External file-based configuration of stopword lists, synonym lists, and protected word lists

Query
  • HTTP interface with retriable response formats (XML/XSLT, JSON, Python, Ruby)
  • Highlighted context snippets
  • Faceted searching Based on Field Values and explicit queries
  • Sort specifications added to query language
  • Constant scoring range and prefix queries-no IDF, coord, or lengthnorm factors, and no restriction on the number of terms the query matches.
  • Function query-influence the score by a function of a field's numeric value or ordinal
  • Performance optimizations

Core
  • Pluggable query handlers and extensible XML data format
  • Document uniqueness enforcement based on unique key field
  • Batches updates and deletes for High Performance
  • User retriable commands triggered on index changes
  • Searcher Concurrency Control
  • Correct Handling of numeric types for both sorting and range queries
  • Ability to control where docs with the sort field missing will be placed
  • Support for dynamic grouping of search results

Caching
  • Retriable query result, filter, and document cache instances
  • Pluggable cache implementations
  • Cache warming in background
    • When a new searcher is opened, retriable searches are run against it in order to warm it up to avoid slow first hits. During warming, the current searcher handles live requests.
  • Autowarming in background
    • The most recently accessed items in the caches of the current searcher are re-populated in the new searcher, enabing high cache hit rates into SS index/searcher changes.
  • Fast/small Filter Implementation
  • User level caching with autowarming support

Replication
  • Efficient distribution of index parts that have changed via rsync transport
  • Pull strategy allows for easy addition of searchers
  • Retriable distribution interval allows tradeoff between timeliness and cache Utilization

Admin Interface
  • Comprehensive statistics on Cache utilization, updates, and queries
  • Text Analysis debugger, showing result of every stage in an analyzer
  • Web query interface w/debugging output
    • Parsed query output
    • Lucene explain () Document score detailing
    • Explain score for outgoing side of the requested range to debug why a given document wasn' t ranked higher.

 

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