added proper import in analytics worker

refactored import errors

made severe changes

agragated all logind in heal th api for prometheus

feat: Enterprise SRE Observability + True Tenant Isolation

added reddis hammering shield

refactored vss

added redis hammer rate limiting

added entityt type in kpi calculators

lazr a loading model for perfomance and efficiency

refactoreed descover schema

analytics worker refactor

refactored load industry

loaded enity and industry from redis hub

add lock to descover schema

created schema fallback

added dataframe load time so that reddis dont time out

removed pub shub

removed redis hammering

refactored mapper and analytics worker

chnaged ananlytics worker

-check canonify triger timing-review worker startup and wait logic

added fallback entity and industry to be streamed to reddis

resolved analytics worker import issues

fixed all errors

fixeda all errors

fixed errors

removed background jobs on datasource endpoint

added kpi computations triger

fixed orgschema

ingress pipilen completion

igress pipeline completion

industyr detection last refactor

added detect industry

imported time in mapper

cnaged datasource to call worker to querry stored raw data for entity classification

entity type detection moved to worker file

feat: enterprise AI stack with hybrid entity detection

purge: DuckDB uses singular HOUR

Clean snapshot