* Add ASCII folding to tokenization process
Introduced an optional ASCII folding feature within the `TokensProcessor` to normalize non-ASCII characters to their ASCII equivalents. Updated tests and documentation to reflect the changes.
* Refactor tokenization code for improved readability and maintainability
Reorganized and reformatted the tokenization module, including `TokensProcessor` initialization and ASCII folding mappings for better clarity. Updated tests to align with the changes.
* Update test cases to reflect optional tokenizer settings changes
Adjusted `ascii_folding`, `lowercase`, and `phrase_matching` settings in tests to `None` where applicable, aligning with updates in tokenizer configuration defaults.
* address review remarks
* fix codespell
* thx coderabbit
* Don't copy tokens that are already ASCII
* Shrink folded string to fit
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
Co-authored-by: timvisee <tim@visee.me>
* [strict-mode] Add max number of payload index count
* improve docs and validation for StrictModeConfig
* fix from coderabbit
* test blocking access to payload indexes
* polish test
* Remove deprecated vectors count from collection info
* Remove vectors count from shard info
* Update OpenAPI and gRPC spec
* Remove vectors count from example
* internal implementation for filter any
* implement api for match `text_any`
* allow naive implementation of text match any
* dedup after kmerge + renames
* improve `expected_should_estimation`
* congruence test
* openapi test
* setup index in each test
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* allow custom K parameter for RRF
* generate grpc docs and openapi
* use tagged type approach for parametrized fusions
* use params approach in grpc
* simplify api structure
* upd schema
* nits
* rest: parameterized rrf as query variant
* consistency in doc comments
---------
Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
* Retain more closed segments
* Add back rocksdb
* Update WalOptions/WalConfig across the code
* Use NonZeroUsize
* Expose via APIs
* Update gRPC docs
* Fix stoarge compat test
* recompile openapi.json with rocksdb
* default wal retain closed fn
* update openapi.json
* Use qdrant/wal latest commit and remove from config.yaml
* Deprecate init_from
* Mark memmap_threshold as deprecated
* Mark locks API as deprecated
* Mark RBAC collection access payload filter as deprecated
* Allow deprecations in tests and benchmarks
* expose mmr in rest and grpc
* fix referenced vectors in mmr queries
* rename to MmrInput in grpc for consistency
* mmr is now an optional parameter of nearest query
* fix score_threshold at local shard
* fix conversion of rest -> collection
* fix and refactor planned query
* nits
* rename `lambda` to `diversity` in interface
* handle score_threshold within mmr calculation
* add openapi test
* fix candidate limit at collection level
* candidate_limit -> candidates_limit
* finish rename to candidates_limit
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* add `"match": { "phrase": ... }` condition
* gen grpc and openapi
* [phrase matching] expose `phrase_matching` flag in rest and grpc (#6620)
* expose setting in rest and grpc
* phrase matching openapi test
* regen openapi
* [phrase matching] Text index fixes (#6730)
* allow rocksdb-based immutable text index
* fix repeated-token phrases
* fmt
* Update OpenAPI spec
---------
Co-authored-by: timvisee <tim@visee.me>
* add repeated word case in openapi test
* [phrase match | strict mode] Allow phrase condition when enabled in index (#6749)
* allow phrase filter when index is present
* prettier error message
* clippppppy
---------
Co-authored-by: timvisee <tim@visee.me>
* bq encodings
* are you happy clippy
* are you happy clippy
* are you happy clippy
* are you happy clippy
* gpu tests
* update models
* are you happy fmt
* move additional bits to the end
* fix tests
* Welford's Algorithm
* review remarks
* are you happy clippy
* remove debug println in test
* coderabit nitpicks
* remove unnecessary clone and partialeq
* Use f64 for Welford's Algorithm
* try fix ci
* revert cargo-nextest
* add debug assertions
* Add stopwords support
* Update codespell configuration and improve stopword assertion message
* Add stopwords schema to OpenAPI definition
* Rename StopwordsOption to StopwordsInterface
* Add stopwords support for multiple languages
* Update codespell configuration to skip all Rust files in stop_words directory
* Normalize stopwords to lowercase during insertion
* Add language aliases for stopwords
* + grpc
* Unspecified Language
* clippy fmt
* openapi
* Refactor to use BTreeSet
* update tokenizer test to include custom stopwords with contractions
* simplified grpc StopwordsInterface
* alias for languages
* use `lowercase` flag for stop word normalizing
* grpc: enum -> string
* consistent naming
* Remove UnspecifiedLanguage and use From for conversions
* fix conversions
* fmt
* use stopwords inside different tokenizer
* use ahash
* fix tests
* fix no-rocks-db feature
* simplify code and fix test
* update test
* fix clippy
* fmt
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* Add in rest and grpc
* add to QueryEnum
* implement Query trait
* connect to scorer creation
* upd tests
* additional changes
* fmt
* gen openapi and grpc docs
* coderabbit fix
* add changes in async scorer
* test sum_scores in more places, refactor to remove repetition
* use f64 as internal expression score
* allow datetime as expression
* add test cases
* fix schema, generate openapi and grpc docs
* fmt
* clippy
* fix test precision
* graceful handling of too large numbers, more tests
* rename to DatetimeExpression for consistency
* use datetime's timestamp as seconds
* capture variable name when parsing
* homogenize DateTime into Datetime
* use interface distinction between datetime strings and payload keys
* fix rebase
* fix after rebase
* Add decay expressions
* remove code duplication in conversion
* test and fix lambda roundtrip
* Remove debug print in decay midpoint validation
* Improve error messages for decay midpoint and scale validation
* use similar lambda for gauss and exp decays
* avoid abs before squaring
* add comment about decay range
* add debug assertion
* Add payload index filtering IO measurements for some indices
* Add payload index metric to api and telemetry
* Also account for index access overhead
* Review remarks
* Anonymize new HardwareUsage field
* Fix tests
* Measure update operations hardware IO
* Add support for distributed setups
* also measure update_local
* Add consensus tests for HW metrics of update operations
* add test for upserting without waiting
* Disable HW usage reporting when not waiting for update API
* Review remarks
* Fix resharding collecting hw measurements
* Fix metric type
* New struct HardwareData for better accumulation
* Ensure we always apply CPU multiplier
* Apply suggestions from code review
* Update src/actix/api/update_api.rs
Co-authored-by: Tim Visée <tim+github@visee.me>
* Fix assert_with_upper_bound_error threshold calculation.
* Clarifying why we don't measure shard cleanup
---------
Co-authored-by: Tim Visée <tim+github@visee.me>
* create initial strucutres
* clippy
* start field-query refactoring
* start field-query refactoring (2/N)
* start field-query refactoring (3/N): duplicate is_empty/null condiftions as field condition
* start field-query refactoring (4/N): re-instate is_empty fallback in case new index is not built yet
* filter for is_empty/is_null
* implement add/remove point
* upd schema
* open and create of null-index
* create null-index
* fix test
* Update lib/segment/src/index/query_optimization/condition_converter.rs
Co-authored-by: Tim Visée <tim+github@visee.me>
* unit test for null-index
* more unit tests
* add openapi tests
* fmt
* fix for integartion tests
* rabbit review fix
* make [null] non-empty
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Co-authored-by: Tim Visée <tim+github@visee.me>
* Add limits for filter and conditions
* clippy
* Review remarks + nested condition test
* Fix opnapi specs
* Improve error message by giving info about limits and usage
* Allow max-optimization-thread config to be set to null on update
* add new field. Support both, but prepare for deprecation.
* better openapi
* only introduce change in OptimizersConfigDiff
* move to `api::rest::schema`
* update openapi
* improve test, fix diff to config conversion
* upd grpc docs
* clippy
* remove schemars from common common
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Co-authored-by: Gulshan Kumar <kumargu@amazon.com>
* add on_disk option for bool index
* test that all files are covered
* generate openapi and docs
* clippy
* remove `populate` changes
* use `walkdir` crate
* Apply clippy suggestions
---------
Co-authored-by: timvisee <tim@visee.me>
