feat(pot): create t0 t1 t2 computation logic #4

Aeternalis-Ingenium · 2023-12-03T13:28:38Z

Create directory structure: evals/, plots/,stats/, time_windows/.
Implement compute_pot_windows() function in anomalytics/time_windows/pot_windows.py.
Implement overload functions for set_time_window() which is a function that executes the respective time window computation based on the statistical method.
Import all time windows functions in init.py to make it comfortable for users.
Create unit test to ensure compute_pot_windows() calculate t0, t1, t2 correctly for "historical" and "real-time" analysis type.

closes #1
closes #2

This directory is to store the implementation of calculating the time windows needed for each statistical method e.g. POT with its t0, t1, t2 concept.

…OT method

…window setup The main idea is that each statistical method will have a different time window concept. Hence the repeated set_time_window as an overloaded function.

…_windows The test should ensure that compute_pot_windows are executed from the correct set_time_window (overloaded function).

set_time_window is now accessible from anomalytics/__init__.py and compute_pot_windows now accessible from anomalytics/time_windows/__init__.py

…__.py

codecov · 2023-12-03T13:28:48Z

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ninopleno added 12 commits December 3, 2023 12:21

ci(python-version): change "3.12.0" into "3.12"

c056a5e

feat(stats): create the main directory for all statistical methods

f7512f8

feat(time-windows): create time windows main directory

1659b0b

This directory is to store the implementation of calculating the time windows needed for each statistical method e.g. POT with its t0, t1, t2 concept.

feat(pot_windows): implement logic for computing t0, t1, and t2 for P…

72caefb

…OT method

feat(gitignore): add coverage files into the ignore list

3412c48

feat(pot_windows): add error handler for if t0 - t1 < 0.0

ea20834

feat(time_window): create main method to call all functions for time …

55196a8

…window setup The main idea is that each statistical method will have a different time window concept. Hence the repeated set_time_window as an overloaded function.

test(time_windows): create a unittest for time_window and compute_pot…

7a2bb55

…_windows The test should ensure that compute_pot_windows are executed from the correct set_time_window (overloaded function).

feat(plots): create plots/ initial directory

d9af884

feat(evals): create evals/ initial directory for statistical evaluation

fccdcbf

feat(import-strategy): import functions in time_windows into __init__.py

22322dc

set_time_window is now accessible from anomalytics/__init__.py and compute_pot_windows now accessible from anomalytics/time_windows/__init__.py

test(import): ensure time_windows functions are accessible via __init…

d4d80a2

…__.py

Aeternalis-Ingenium merged commit f8c05cd into trunk Dec 3, 2023
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feat(pot): create t0 t1 t2 computation logic #4

feat(pot): create t0 t1 t2 computation logic #4

Aeternalis-Ingenium commented Dec 3, 2023

codecov bot commented Dec 3, 2023

feat(pot): create t0 t1 t2 computation logic #4

feat(pot): create t0 t1 t2 computation logic #4

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Aeternalis-Ingenium commented Dec 3, 2023

codecov bot commented Dec 3, 2023

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