dnet-hadoop/dhp-pace-core/src/main/java/eu/dnetlib/pace/util
Giambattista Bloisi 02636e802c SparkCreateSimRels:
- Create dedup blocks from the complete queue of records matching cluster key instead of truncating the results
- Clean titles once before clustering and similarity comparisons
- Added support for filtered fields in model
- Added support for sorting List fields in model
- Added new JSONListClustering and numAuthorsTitleSuffixPrefixChain clustering functions
- Added new maxLengthMatch comparator function
- Use reduced complexity Levenshtein with threshold in levensteinTitle
- Use reduced complexity AuthorsMatch with threshold early-quit
- Use incremental Connected Component to decrease comparisons in similarity match in BlockProcessor
- Use new clusterings configuration in Dedup tests

SparkWhitelistSimRels: use left semi join for clarity and performance

SparkCreateMergeRels:
- Use new connected component algorithm that converge faster than Spark GraphX provided algorithm
- Refactored to use Windowing sorting rather than groupBy to reduce memory pressure
- Use historical pivot table to generate singleton rels, merged rels and keep continuity with dedupIds used in the past
- Comparator for pivot record selection now uses "tomorrow" as filler for missing or incorrect date instead of "2000-01-01"
- Changed generation of ids of type dedup_wf_001 to avoid collisions

DedupRecordFactory: use reduceGroups instead of mapGroups to decrease memory pressure
2024-01-10 22:59:52 +01:00
..
BlockProcessor.java SparkCreateSimRels: 2024-01-10 22:59:52 +01:00
Capitalise.java New sources formatted by maven plugin 2023-07-06 10:28:53 +02:00
DiffPatchMatch.java Added maven repo for dependencies that are not in maven central 2023-09-20 10:33:14 +02:00
DotAbbreviations.java New sources formatted by maven plugin 2023-07-06 10:28:53 +02:00
IncrementalConnectedComponents.java SparkCreateSimRels: 2024-01-10 22:59:52 +01:00
MapDocumentUtil.java SparkCreateSimRels: 2024-01-10 22:59:52 +01:00
PaceException.java New sources formatted by maven plugin 2023-07-06 10:28:53 +02:00
PaceResolver.java SparkCreateSimRels: 2024-01-10 22:59:52 +01:00
Reporter.java New sources formatted by maven plugin 2023-07-06 10:28:53 +02:00
SparkReporter.java Refactor Dedup process to use Spark Dataframe API and intermediate representation with Row interface 2023-07-24 15:36:24 +02:00