Batch Recommendation Deployment Plan

AWS

•  \-
  

Terraform @Luthfi

•  Update terraform environment
  

PERSONALIZE_ROLE_ARN
USER_PERSONALIZATION_V2_SOULTION_ARN

HH-Personalize Server @Luthfi

•  Merge branch feat/batch-recommndation to main
  

•  Release hh-personalize app
  

Exec Notebook Databrick @Luthfi

•  Clear old data \[on-progress\]
  

•  Load reservation data to s3 \[on-progress 100%\]
  

  •  Retry because of this error: Private ([https://app.clickup.com/t/86cy1j39t](https://app.clickup.com/t/86cy1j39t))
    

•  Load restaurants data to s3 \[on-progress\]
  

•  Load users data
  

•  Verify data
  

•  Execute hh-personalize-v2.ipynb
  

  •  Make sure env & aws account is correct
    

  •  Exec create s3 code first
    

  •  Update roles
    

  •  Create dataset group
    

  •  Create schema (interactions, items, users)
    

  •  Create schema dataset (interactions, items, users)
    

  •  Create Job import data
    

    •  Interactions \[error\]\[done\]
      

    •  Items
      

    •  Users
      

  •  Create user personalization solution v2
    

  •  Save the output
    

  •  Run worker to rolling the recommendation \[on progress 20%\]
    

Check & Re-check @Luthfi

•  Health check `https://personalize.hungryhub.com/health`
  

•  GraphQL check `https://personalize.hungryhub.com/graphiql`
  

  •  Trigger deploy
    

  •  GetRecommendedForYou API
    

•  BullMQ check `https://personalize.hungryhub.com/bullmq`
  

HH-Pegasus

•  Enable Homepage setting `Recommended For You` [@Luthfi](#user_mention#60899351)
  

  •  Prod: [https://hungryhub.com/admin/restaurant\_sections?locale=en](https://hungryhub.com/admin/restaurant_sections?locale=en)
    

  •  Staging: [https://hh-engineering.my.id/admin/restaurant\_sections/137/edit?locale=en](https://hh-engineering.my.id/admin/restaurant_sections/137/edit?locale=en)
    

•  Live Review Production [@Luthfi](#user_mention#60899351)
  

  •  QA Review: [@Bernadetta Kusumadewi](#user_mention#55541162) [@wiwik](#user_mention#60872000) [@Rina Apriani](#user_mention#88929273)
    

  •  Monitor server [@Luthfi](#user_mention#60899351)
    

  •  Monitor worker [@Luthfi](#user_mention#60899351)
    

Post Release

•  Ask QA & Thai Team to test
  

•  If everything is good, enable it for all users
  

Jupyter Notebook Execution: