Improve the correlation with more methods and allow different dataset

See merge request !215

Adding regressor_name in the test cases, and adding a new test case.

ADD Documentation of `polaris report` and `polaris behave`

See merge request !211

Ayush Bansal authored Aug 16, 2021 and Adithya Venkateswaran committed Mar 04, 2022

- Update docs/using/getting_started_with_polaris.md to add `polaris report` documentation
- Update README.md and docs/index.md to update `polaris --help` output
- Update Commands to run polaris by adding commands of `polaris report` and `polaris behave`
Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Added robot tests for approximate comparison of graphs

See merge request !213

Make command polaris reports for displaying of reports

See merge request !210

Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

- Make server to serve build folders
- Add build folder to MANIFEST.in to incorporate build folder
Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

add polaris convert integration test

Closes #181

See merge request !209

fixes #181

Signed-off-by: Julien Flawinne <jf.satnogs at protonmail dot com>

Add Auto Timeseries reordering functionality in anomaly detector

See merge request !208

Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Save Behave analysis logs in MLFlow

See merge request !205

Add New Command `Polaris behave`

See merge request !204

- Handle denominator zero case in detect_individual_events, anomaly_detector.py
- Remove unnecessary check of file not found in behave.py
- Use of create_parent_directory of util.py
- rename save_all of anomaly_detector to save_artifacts
- Change corresponding corresponding docstring
- Make directory if not exists in save_anomaly_metrics anomaly_detector.py
- Correct the input file in getting_started_with_polaris.md
Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Add command for executing anomaly detector
Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Parallelize static stage of pipeline

See merge request !207

Update vv version to fix failing pipeline

See merge request !206

Output Result Of AnomalyDetector with AnomalyOutput

See merge request !202

Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Fix astroid version pinning

Closes #184

See merge request !203

Among other things, the PolarisGraph and PolarisDataset classes are
meant to allow us to read and save files with graphs and datasets.
JSON is the format we've picked, so having the `__repr__()` and `__str__()`
methods return JSON strings makes sense.

The original code, though, was *cough* less than ideal: `__repr__()`
methods should return a string, after all, which was something I
hadn't realized before.  Recently, an update to astroid and Pylint
caught this shortcoming.

To resolve this, I have:

- put all the JSON-producing logic in the `to_json()` function for each
class

- then called `to_json()` from `__repr__()` and `__str__()`
Signed-off-by: Hugh Brown (Saint Aardvark the Carpeted) <aardvark@saintaardvarkthecarpeted.com>

Patrick Dohmen authored Jun 15, 2021 and Hugh Brown committed Jul 02, 2021

Signed-off-by: Patrick Dohmen <dl4pd@darc.de>

Patrick Dohmen authored Jun 15, 2021 and Hugh Brown committed Jul 02, 2021

Add astroid version pinning to `setup.cfg` and update to latest
known working version.

Fixes #184

Signed-off-by: Patrick Dohmen <dl4pd@darc.de>

Revamp detector.py Into AnomalyDetector class

See merge request !199

- Make new class AnomalyDetector to perform detector functionality
- Make test cases for AnomalyDetector
Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Issue #184: Temporarily disable two pylint warnings in extraction.py

See merge request !200

As detailed in
#184

,
astroid 2.5.8 currently has a bug that causes it to issue false
warnings in Pylint, causing our pipeline to fail.  This only happened
with the 2.5.8 release -- the 2.5.7 version worked just fine before,
and if you reinstall it by force in a `tox` virtualenv, it works fine
again.

This is a temporary fix.  There are two larger issues to be addressed:

- First off, tox.ini tries to pin astroid to version 2.3.3 -- it's
unclear to me why this is being upgraded to 2.5.8.

- Second, of course, is the upstream bug.

This change will be reverted when one or both of these are fixed.  In
the meantime, this will get our pipeline passing again -- or, more
accurately, *not* throwing false errors and failing.
Signed-off-by: Hugh Brown (Saint Aardvark the Carpeted) <aardvark@saintaardvarkthecarpeted.com>

Add DetectorConfigurator Class

See merge request !196

Add Configuration in .pylintrc to ignore imports while checking similarities

See merge request !197

- Add config to ignore imports while checking similarities in pylint
- Fixes #183

Signed-off-by: Ayush Bansal <ayu023ban@gmail.com>

Add option to show list of supported satellites along with their decoders

Closes #162

See merge request !184