- Release notes
- Quick start
- Introduction to Whoosh
- Glossary
- Designing a schema
- How to index documents
- How to search
- Parsing user queries
- The default query language
- Indexing and parsing dates/times
- Query objects
- About analyzers
- Stemming, variations, and accent folding
- Indexing and searching N-grams
- Sorting and faceting
- How to create highlighted search result excerpts
- Query expansion and Key word extraction
- “Did you mean… ?” Correcting errors in user queries
- Field caches
- Tips for speeding up batch indexing
- Concurrency, locking, and versioning
- Indexing and searching document hierarchies
- Whoosh recipes
- Whoosh API
analysis
modulecodec.base
modulecollectors
module- Base classes
Collector
ScoredCollector
WrappingCollector
WrappingCollector.all_ids()
WrappingCollector.collect()
WrappingCollector.collect_matches()
WrappingCollector.count()
WrappingCollector.finish()
WrappingCollector.matches()
WrappingCollector.prepare()
WrappingCollector.remove()
WrappingCollector.results()
WrappingCollector.set_subsearcher()
WrappingCollector.sort_key()
- Basic collectors
- Wrappers
- Base classes
columns
modulefields
module- Schema class
- FieldType base class
FieldType
FieldType.clean()
FieldType.index()
FieldType.parse_query()
FieldType.parse_range()
FieldType.process_text()
FieldType.self_parsing()
FieldType.separate_spelling()
FieldType.sortable_terms()
FieldType.spellable_words()
FieldType.spelling_fieldname()
FieldType.subfields()
FieldType.supports()
FieldType.to_bytes()
FieldType.to_column_value()
FieldType.tokenize()
- Pre-made field types
- Exceptions
filedb.filestore
module- Base class
Storage
Storage.close()
Storage.create()
Storage.create_file()
Storage.create_index()
Storage.delete_file()
Storage.destroy()
Storage.file_exists()
Storage.file_length()
Storage.file_modified()
Storage.index_exists()
Storage.list()
Storage.lock()
Storage.open_file()
Storage.open_index()
Storage.optimize()
Storage.rename_file()
Storage.temp_storage()
- Implementation classes
- Helper functions
- Exceptions
- Base class
filedb.filetables
modulefiledb.structfile
module- Classes
StructFile
StructFile.close()
StructFile.flush()
StructFile.read_pickle()
StructFile.read_string()
StructFile.read_svarint()
StructFile.read_tagint()
StructFile.read_varint()
StructFile.write_byte()
StructFile.write_pickle()
StructFile.write_string()
StructFile.write_svarint()
StructFile.write_tagint()
StructFile.write_varint()
BufferFile
ChecksumFile
- Classes
formats
modulehighlight
modulesupport.bitvector
moduleindex
module- Functions
- Base class
Index
Index.add_field()
Index.close()
Index.doc_count()
Index.doc_count_all()
Index.field_length()
Index.is_empty()
Index.last_modified()
Index.latest_generation()
Index.max_field_length()
Index.optimize()
Index.reader()
Index.refresh()
Index.remove_field()
Index.searcher()
Index.up_to_date()
Index.writer()
- Implementation
- Exceptions
lang.morph_en
modulelang.porter
modulelang.wordnet
modulematching
module- Matchers
Matcher
Matcher.all_ids()
Matcher.all_items()
Matcher.block_quality()
Matcher.children()
Matcher.copy()
Matcher.depth()
Matcher.id()
Matcher.is_active()
Matcher.items_as()
Matcher.matching_terms()
Matcher.max_quality()
Matcher.next()
Matcher.replace()
Matcher.reset()
Matcher.score()
Matcher.skip_to()
Matcher.skip_to_quality()
Matcher.spans()
Matcher.supports()
Matcher.supports_block_quality()
Matcher.term()
Matcher.term_matchers()
Matcher.value()
Matcher.value_as()
Matcher.weight()
NullMatcher
ListMatcher
WrappingMatcher
MultiMatcher
FilterMatcher
BiMatcher
AdditiveBiMatcher
UnionMatcher
DisjunctionMaxMatcher
IntersectionMatcher
AndNotMatcher
InverseMatcher
RequireMatcher
AndMaybeMatcher
ConstantScoreMatcher
- Exceptions
- Matchers
qparser
module- Parser object
QueryParser
QueryParser.add_plugin()
QueryParser.add_plugins()
QueryParser.default_set()
QueryParser.filterize()
QueryParser.filters()
QueryParser.multitoken_query()
QueryParser.parse()
QueryParser.process()
QueryParser.remove_plugin()
QueryParser.remove_plugin_class()
QueryParser.replace_plugin()
QueryParser.tag()
QueryParser.taggers()
QueryParser.term_query()
- Pre-made configurations
- Plug-ins
- Syntax node objects
- Parser object
query
module- Base classes
Query
Query.accept()
Query.all_terms()
Query.all_tokens()
Query.apply()
Query.children()
Query.copy()
Query.deletion_docs()
Query.docs()
Query.estimate_min_size()
Query.estimate_size()
Query.existing_terms()
Query.field()
Query.has_terms()
Query.is_leaf()
Query.is_range()
Query.iter_all_terms()
Query.leaves()
Query.matcher()
Query.normalize()
Query.replace()
Query.requires()
Query.simplify()
Query.terms()
Query.tokens()
Query.with_boost()
CompoundQuery
MultiTerm
ExpandingTerm
WrappingQuery
- Query classes
- Binary queries
- Span queries
- Special queries
- Exceptions
- Base classes
reading
module- Classes
IndexReader
IndexReader.all_doc_ids()
IndexReader.all_stored_fields()
IndexReader.all_terms()
IndexReader.close()
IndexReader.codec()
IndexReader.column_reader()
IndexReader.corrector()
IndexReader.doc_count()
IndexReader.doc_count_all()
IndexReader.doc_field_length()
IndexReader.doc_frequency()
IndexReader.expand_prefix()
IndexReader.field_length()
IndexReader.field_terms()
IndexReader.first_id()
IndexReader.frequency()
IndexReader.generation()
IndexReader.has_deletions()
IndexReader.has_vector()
IndexReader.indexed_field_names()
IndexReader.is_deleted()
IndexReader.iter_docs()
IndexReader.iter_field()
IndexReader.iter_from()
IndexReader.iter_postings()
IndexReader.iter_prefix()
IndexReader.leaf_readers()
IndexReader.lexicon()
IndexReader.max_field_length()
IndexReader.min_field_length()
IndexReader.most_distinctive_terms()
IndexReader.most_frequent_terms()
IndexReader.postings()
IndexReader.segment()
IndexReader.storage()
IndexReader.stored_fields()
IndexReader.term_info()
IndexReader.terms_from()
IndexReader.terms_within()
IndexReader.vector()
IndexReader.vector_as()
MultiReader
TermInfo
- Exceptions
- Classes
scoring
modulesearching
module- Searching classes
Searcher
Searcher.boolean_context()
Searcher.collector()
Searcher.context()
Searcher.correct_query()
Searcher.doc_count()
Searcher.doc_count_all()
Searcher.docs_for_query()
Searcher.document()
Searcher.document_number()
Searcher.document_numbers()
Searcher.documents()
Searcher.get_parent()
Searcher.idf()
Searcher.key_terms()
Searcher.key_terms_from_text()
Searcher.more_like()
Searcher.postings()
Searcher.reader()
Searcher.refresh()
Searcher.search()
Searcher.search_page()
Searcher.search_with_collector()
Searcher.suggest()
Searcher.up_to_date()
- Results classes
Results
Results.copy()
Results.docnum()
Results.docs()
Results.estimated_length()
Results.estimated_min_length()
Results.extend()
Results.facet_names()
Results.fields()
Results.filter()
Results.groups()
Results.has_exact_length()
Results.has_matched_terms()
Results.is_empty()
Results.items()
Results.key_terms()
Results.matched_terms()
Results.score()
Results.scored_length()
Results.upgrade()
Results.upgrade_and_extend()
Hit
ResultsPage
- Exceptions
- Searching classes
sorting
modulespelling
modulesupport.charset
modulesupport.levenshtein
moduleutil
modulewriting
module- Writer
IndexWriter
IndexWriter.add_document()
IndexWriter.add_field()
IndexWriter.cancel()
IndexWriter.commit()
IndexWriter.delete_by_query()
IndexWriter.delete_by_term()
IndexWriter.delete_document()
IndexWriter.end_group()
IndexWriter.group()
IndexWriter.reader()
IndexWriter.remove_field()
IndexWriter.start_group()
IndexWriter.update_document()
- Utility writers
- Exceptions
- Writer
- Technical notes
Concurrency, locking, and versioning¶
Concurrency¶
The FileIndex
object is “stateless” and should be share-able between
threads.
A Reader
object (which underlies the Searcher
object) wraps open files and often
individual methods rely on consistent file cursor positions (e.g. they do two
file.read()
s in a row, so if another thread moves the cursor between the two
read calls Bad Things would happen). You should use one Reader/Searcher per
thread in your code.
Readers/Searchers tend to cache information (such as field caches for sorting), so if you can share one across multiple search requests, it’s a big performance win.
Locking¶
Only one thread/process can write to an index at a time. When you open a writer,
it locks the index. If you try to open a writer on the same index in another
thread/process, it will raise whoosh.store.LockError
.
In a multi-threaded or multi-process environment your code needs to be aware
that opening a writer may raise this exception if a writer is already open.
Whoosh includes a couple of example implementations
(whoosh.writing.AsyncWriter
and whoosh.writing.BufferedWriter
)
of ways to work around the write lock.
While the writer is open and during the commit, the index is still available for reading. Existing readers are unaffected and new readers can open the current index normally.
Lock files¶
Locking the index is accomplished by acquiring an exclusive file lock on the
<indexname>_WRITELOCK
file in the index directory. The file is not deleted
after the file lock is released, so the fact that the file exists does not
mean the index is locked.
Versioning¶
When you open a reader/searcher, the reader represents a view of the current version of the index. If someone writes changes to the index, any readers that are already open will not pick up the changes automatically. A reader always sees the index as it existed when the reader was opened.
If you are re-using a Searcher across multiple search requests, you can check
whether the Searcher is a view of the latest version of the index using
whoosh.searching.Searcher.up_to_date()
. If the searcher is not up to date,
you can get an up-to-date copy of the searcher using
whoosh.searching.Searcher.refresh()
:
# If 'searcher' is not up-to-date, replace it
searcher = searcher.refresh()
(If the searcher has the latest version of the index, refresh()
simply
returns it.)
Calling Searcher.refresh()
is more efficient that closing the searcher and
opening a new one, since it will re-use any underlying readers and caches that
haven’t changed.