refactored import errors

made severe changes

agragated all logind in heal th api for prometheus

updated dockefile to download duck db v 1

add lock to descover schema

adde print inserted raws

inserted raws verification

added strict data verification in cannonify

added data verification on canonify

added a valid type for entity and idustry emmition to reddis

removed redis hammering

corrected mapper

remode canonical

refactored mapper and analytics worker

eroor fixed

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

added redis emiter

added fallback entity and industry to be streamed to reddis

fixed all errors

fixeda all errors

fixed indentation on mapper

corrected datasource and canonify

igress pipeline completion

cleaned returned for json

imported numpy

data cleaning before insert to remove infinity numbers

added legacy schema versioning

updated version id

refactored insert funtion in mapper

added ensure schema version

refactored ingestion line

normalized column names before detection

industyr detection last refactor

fixed Bind the Parameter Outside the String

added schema versioning ,canonify save original data

added detect industry

canonical

added time limit for upstash pooling

added redis sleep time to 5 sec

reduced polling interval to 2 sec to prevent upstash deplete

imported time in mapper

entity type detection moved to worker file

feat: enterprise AI stack with hybrid entity detection

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