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Add forecasting dashboard - UI - time series selection & forecast comparison #1894

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merged 16 commits into from
Jan 11, 2023

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romanlutz
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Description

This is a copy of #1874 but trimmed down to allow for easier code reviews. The removed portion is about what-if transformations, so this PR only enables the selection of a time series (internally "cohort") and then automatically generates a forecast comparison plot:
image

Once this is merged and #1874 is updated, #1874 will provide the diff, i.e., it will add transformations, a UI to create them, a table to present them, and code to generate the corresponding forecasts to add them to the forecast comparison plot.

Tests will be added end of January/early February to accelerate the POC and get feedback from customers for validation purposes first.

Checklist

  • I have added screenshots above for all UI changes.
  • I have added e2e tests for all UI changes.
  • Documentation was updated if it was needed.

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codecov-commenter commented Jan 9, 2023

Codecov Report

Merging #1894 (dd20856) into main (642a5b6) will increase coverage by 0.90%.
The diff coverage is n/a.

❗ Current head dd20856 differs from pull request most recent head 995cff1. Consider uploading reports for the commit 995cff1 to get more accurate results

@@            Coverage Diff             @@
##             main    #1894      +/-   ##
==========================================
+ Coverage   92.44%   93.35%   +0.90%     
==========================================
  Files         103       93      -10     
  Lines        4832     4574     -258     
==========================================
- Hits         4467     4270     -197     
+ Misses        365      304      -61     
Flag Coverage Δ
unittests 93.35% <ø> (+0.90%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
..._core_flask/rai_core_flask/environment_detector.py
...sk/rai_core_flask/environments/base_environment.py
...ai_core_flask/environments/azure_nb_environment.py
..._core_flask/environments/databricks_environment.py
..._flask/environments/credentialed_vm_environment.py
...core_flask/rai_core_flask/environments/__init__.py
...i_core_flask/environments/public_vm_environment.py
...re_flask/environments/local_ipython_environment.py
rai_core_flask/rai_core_flask/__init__.py
rai_core_flask/rai_core_flask/flask_helper.py

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1 similar comment
@romanlutz romanlutz enabled auto-merge (squash) January 11, 2023 18:54
@romanlutz romanlutz merged commit 902a4ac into main Jan 11, 2023
@romanlutz romanlutz deleted the romanlutz/forecasting_ui_basic branch January 11, 2023 19:40
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5 participants