[Epic][Analytics] Create Predictoor Income Streamlit Page

[idiom-bytes]

Motivation

As @KatunaNorbert recommended, we should have a clear E2E of what #447 is working towards.

After completing our lake + analytics update (#447) we should consider our first streamlit_page.py. Consider at first the streamlit-app to be composed of many single-page-apps. Each one representing a page/menu. We can then join them via a navbar.

This ticket is for creating the first page: "Predictoor Income" as defined here: https://docs.google.com/presentation/d/18y_nfpc3e-dop5NtfIisgUkc-oPt8dft9WyAnqhSqZg/edit#slide=id.g20f5357f625_0_1639

This ticket should explain how to get all required data from the silver_pdr_predictions table, to create the charts required for the streamlit app.

At the end, we should have lake/ creating this data as it updates, and new "streamlit-single-page-app" should simply consume this data to provide insights on Predictoor Income.

DoD - Medallion Workflow + Streamlit requirements

• Design tables, charts, and requirements for the Predictoor Income page
• Define table requirements to service Predictoor Income Page- gold_pdr_predictoor_summary <feed, timeframe, source, predictoor> final aggregated metrics to provide an overall summary: sum_stake, sum_stake_revenue, sum_stake_slash, sum_df_revenue, sum_rose_rewards, ...
• Define table requirements to service Predictoor Income Page - silver_pdr_predictoor <feed, timeframe, source> per event aggregation to report time-series insights: sum_stake, sum_stake_revenue, sum_stake_slash, sum_df_revenue, sum_rose_rewards, ...
• Build data-workflows for silver_pdr_predictoor and gold_pdr_predictoor_summary into ETL.
• Create Predictoor Income streamlit page
• Based on requirements - Visualize gold_pdr_predictoor_summary as a table
• Based on requirements - Visualize silve_pdr_predictoorr table as time-series charts & analytics

[idiom-bytes]

This was the old ticket. I have simplified the task further to increase focus on e2e and reduce additional items such as gold tables.