Typesense: TODO

• Test for group + multiple fields
• Intersect with single posting list
• Test for erase dropping elements below compressed list threshold
• Test for array token positions

Search index

• Fix memory ratio (decreasing with indexing)
• Speed up wildcard searches further
• Allow int64 in default sorting field
• Use connection timeout for CURL rather than request timeout
• Async import
• Highlight all matching fields
• Proper JSON as input
• Storing raw JSON input to RocksDB
• ART for every indexed field
• Delete should remove from RocksDB
• Speed up UUID generation
• Make the search score computation customizable
• art int search should support signed ints
• Search across multiple fields
• Have set inside topster itself
• Persist next_seq_id
• collection_id should be int, not string
• API should return count
• Fix documents.jsonl path in tests
• Multi field search tests
• storage key prefix should include collection name
• Index and search on multi-valued field
• range search for art_int
• Restore records as well on restart (like for meta)
• drop collection should remove all records from the store
• Multi-key binary search during scoring
• Assumption that all tokens match for scoring is no longer true
• Filters
• Facets
• Schema validation during insertion (missing fields + type errors)
• Proper score field for ranking tokens
• Throw errors when schema is broken
• Desc/Asc ordering with tests
• Found count is wrong
• Filter query in the API
• Facet limit (hardcode to top 10)
• Deprecate old split function
• Multiple facets not working
• Search snippet with highlight
• Snippet should only be around surrounding matching tokens
• Proper pagination
• Pagination parameter
• Drop collection API
• JSONP response
• "error":"Not found." is sent when query has no hits
• Fix API response codes
• List all collections
• Fetch an individual document
• ID field should be a string: must validate
• Number of records in collection
• Test for asc/desc upper/lower casing
• Test for search without any sort_by given
• Test for collection creation validation
• Test for delete document
• art float search
• When prefix=true, use default_sorting_field for token ordering only for last word
• only last token should be prefix searched
• Prefix-search strings should not be null terminated
• sort results by float field
• json::parse must be wrapped in try catch
• Collection Manager collections map should store plain collection name
• init_collection of Collection manager should probably take seq_id as param
• node score should be int32, no longer uint16 like in document struct
• Typo in prefix search
• When field of "id" but not string, what happens?
• test for num_documents
• test for string filter comparison: title < "foo"
• Test for sorted_array::indexOf when length is 0
• Test for pagination
• search_fields, sort_fields and facet fields should be combined
• facet fields should be indexed verbatim
• change "search_by" to "query_by"
• during index_in_memory() validations should be front loaded
• Support default sorting field being a float
• https support
• Validate before string to int conversion in the http api layer
• art bool support
• Export collection
• get collection should show schema
• API key should be allowed as a GET parameter also (for JSONP)
• Don't crash when the data directory is not found
• When the first sequence ID is not zero, bail out
• Proper status code when sequence number to fetch is bad
• Replica should be read-only
• string_utils::tokenize should not have max length
• handle hyphens (replace them)
• clean special chars before indexing
• Add docs/explanation around ranking calc
• UTF-8 normalization
• Use rocksdb batch put for atomic insertion
• Proper logging
• Handle store-get() not finding a key
• Deprecate converting integer to string verbatim
• Deprecate union type punning
• Replica server should fail when pointed to "old" master
• gzip compress responses
• Have a LOG(ERROR) level
• Handle SIGTERM which is sent when process is killed
• Use snappy compression for storage
• Fix exclude_scalar early returns
• Fix result ids length during grouped curations
• Fix override grouping (collate_included_ids)
• Test for overriding result on second page
• atleast 1 token match for proceeding with drop tokens
• support wildcard query with filters
• API for optimizing on disk storage
• Jemalloc
• Exact search
• NOT operator support
• Log operations
• Parameterize replica's MAX_UPDATES_TO_SEND
• NOT operator support
• 64K token limit

• INT32_MAX validation for float field

• highlight of string arrays?
• test for token ranking on float field
• test for float int field deletion during doc deletion
• Test for snippets
• Test for replication
• Query token ids should match query token ordering
• ID should not have "/"
• Group results by field
• Delete using range: https://github.com/facebook/rocksdb/wiki/Delete-A-Range-Of-Keys
• Test for string utils
• Prevent string copy during indexing
• Minimum results should be a variable instead of blindly going with max_results
• Handle searching for non-existing fields gracefully
• test for same match score but different primary, secondary attr
• Support nested fields via "."
• Support search operators like +, - etc.
• Space sensitivity
• Use bitmap index instead of compressed array for doc list?
• Primary_rank_scores and secondary_rank_scores hashmaps should be combined?
• d-ary heap?
• topster: reject min heap value compare only when field is same
• match index instead of match score

API

• Support the following operations:
  • create a new index
  • index a single document
  • delete a document by ID
  • query an index
  • Drop an index
  • fetch a document by ID

Clustering

• Sync every incoming write with another Typesense server

Refactoring

• token_count in leaf is redundant: can be accessed from value
• storing length in offsets is redundant: it can be found by looking up value of the next index in offset_index

Tech debt

• Use GLOB file pattern for CMake (better IDE refactoring support)
• DRY index_int64_field* methods