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[WIP] Weaviate Integration #203

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[WIP] Weaviate Integration #203

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Daniel Crouch and others added 30 commits August 12, 2024 11:18
- skg.generate_request => skg.transform_request
- Fixes Ch6 bugs
- 15.18 listing organization
- Ch3. Updates print statements, organizes variable positioning
- rerank_quantity => rerank_count
- What happened to 10's feature calculater?
- Finish rerank_query refactor
- Chapter 11: Updates formatting of displaying data
- SKG: {!${defType} ...}
Ch12 still has minor numeric variance.
Ch14 still uses pre-computed model
Base automatically changed from os_engine to main December 13, 2024 14:27
- Removes problematic unused movie columns
- Ch15 - spark session fix and conditional embedding format (somewhat leaky)
- Fixes batch reading when weaviate collection has a custom id
  - Implements index time boosting utilizing stuffed boosting field
  - Implements query time boosting
  - implements query by id logic
  - implements advanced sorting logic
  - implements advanced filtering logic
  - introduces hack for handling incomplete data models being indexed (weaviate needs values for all fields, products_with_signals_boosts gets written once without all fields)

- lower cases the collection name when retrieving the entity extractor and SKG
- Removes debugging code in: ch3, ch4, ch5, ch7
- strips quotes when using index time boosting in solr (when/why did this break? this isn't currently broken in main)
- lower cases engine names
- weaviate implements filtering on collection
- weaviate sort by score circumvention
- default return fields for weaviate to be all fields, consistent with other engines
- attempt to fix weaviate's indexing of entities
- weaviate LTR stub
- Adds support for non-static solr/zk host
- Re-runs Ch9 for solr
- Reruns ch13
- Cleans up and organizes environment definitions
- Improves solr health check with retries
- Implements hybrid search for weaviate
- Implements ltr.model_store for saving local linear model data/features
- Implements WeaviateLTR with basic query feature. Other query features are stubbed.
- WeaviateSparseSemantic properly integrated
- LTR for weaviate implemented
  - bigram query feature and fuzzy query feature implemented
- Weaviate support for 3.12 query func (absolutely basic)
- Deploys pre built Weaviate Spark 1.3.4a for correct geoCoordinate writing
- Corrects ports and environment vars in solr/zk docker compose
- Fixes reviews data loading, adding weaviate specific transformations to collection

Embedded solr still unstable/with cor creation failure (?)
Weaviate LTR's quality for model 2 could be investigated further.
Weaviate Semantic Search relevance is for final query (at least)
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