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Custom trainer editor analytics #5511

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merged 19 commits into from
Sep 24, 2021
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vincentpierre
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@vincentpierre vincentpierre commented Aug 24, 2021

This is a POC for sending default training analytics when a custom trainer is being used.

  • TrainingAnalyticsSideChannel extends DefaultTrainingAnalyticsSideChannel
  • Manually tested with gym-wrapper and rllib
  • No trainer settings for custom trainers yet

Useful links (Github issues, JIRA tickets, ML-Agents forum threads etc.)

Jira: https://jira.unity3d.com/browse/MLA-2180

Types of change(s)

  • Bug fix
  • New feature
  • Code refactor
  • Breaking change
  • Documentation update
  • Other (please describe)

Checklist

  • Added tests that prove my fix is effective or that my feature works
  • Updated the changelog (if applicable)
  • Updated the documentation (if applicable)
  • Updated the migration guide (if applicable)

Other comments

Feature functionality is covered by existing test coverage. I can add additional test coverage for the PII scrubbing private methods.


msg = TrainingEnvironmentInitialized(
python_version=f"{vi[0]}.{vi[1]}.{vi[2]}",
mlagents_version="Custom",
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This is the main piece. "Custom" will be sent instead of the mlagents version.

@maryamhonari maryamhonari changed the title [WIP] Custom trainer editor analytics Custom trainer editor analytics Sep 17, 2021
@maryamhonari maryamhonari marked this pull request as ready for review September 17, 2021 20:26
surfnerd and others added 12 commits September 24, 2021 11:33
…am changes (#5528)

Pre-commit is using a version of dotnet and dotnet-format and has picked up a newer version of the utility that is not compatible with .NET 3.1 or 5.x -- it installs it's packages using dotnet tool install. This version's default entrypoint is also incompatible with our project structure, as the style and analyzer subcommands are now run by default and do not support the --folder option.

The entrypoint can be over-ridden to specify the whitespace module, which should match previous behavior.
* init from any checkpoint including older ones
* moving init_path logic ahead to learn.py
* fixing pytest to take the full path
* doc & changelog
* Fixed failing test due to gym 0.20.0 release. Updated gym-unity package to fix gym version to 0.20.0.

* Updated CHANGELOG.
@maryamhonari maryamhonari merged commit c8d3768 into main Sep 24, 2021
@delete-merged-branch delete-merged-branch bot deleted the exp-custom-training-analytics branch September 24, 2021 22:58
maryamhonari pushed a commit that referenced this pull request Oct 13, 2021
maryamhonari pushed a commit that referenced this pull request Oct 13, 2021
maryamhonari added a commit that referenced this pull request Oct 18, 2021
* init petting_zoo registry

* cherrypick Custom trainer editor analytics (#5511)

* cherrypick "Update dotnet-format to address breaking changes introduced by upstream changes (#5528)"

* Update colab to match pettingZoo import api

* ToRevert: pull exp-petting-registry branch

* Add init file to tests

* Install pettingzoo-unity requirements for pytest

* update pytest command

* Add docstrings and comments

* update coverage to pettingzoo folder

* unset log level

* update env string
maryamhonari added a commit that referenced this pull request Nov 2, 2021
…) (#5584)

* update changelog from #5511

* set gym=0.20.0 #5540, update changelog

* Cap cattrs version for now(#5397)

* clean up

Co-authored-by: Vincent-Pierre BERGES <vincentpierre@unity3d.com>
Co-authored-by: Ruo-Ping Dong <ruoping.dong@unity3d.com>
maryamhonari added a commit that referenced this pull request Nov 4, 2021
* update package version from 2.0.0 to 2.0.1

* Update README.md with new survey link(#5500) (#5585)

Co-authored-by: jmercado1985 <75792879+jmercado1985@users.noreply.github.com>

* [Cherry-pick for 2.0.1 verified patch] default analytics channel (#5511) (#5584)

* update changelog from #5511

* set gym=0.20.0 #5540, update changelog

* Cap cattrs version for now(#5397)

* clean up

Co-authored-by: Vincent-Pierre BERGES <vincentpierre@unity3d.com>
Co-authored-by: Ruo-Ping Dong <ruoping.dong@unity3d.com>

* Cherry picking #5283 and #5519 into 2.0.1-verified-patch to fix gRPC for mac m1 (MLA 2259) (#5602)

* Only update the native library and the c# calls that need to be made to clean up channels. (#5283)

* Fix Mac backcompat test (#5519)

Co-authored-by: Chris Goy <christopherg@unity3d.com>

* [Cherry-pick for 2.0.1 verified patch]Harden user PII in analytics (#5512) harden analytics (#5604)

* Harden user PII protection logic and extend TrainingAnalytics to expose detailed configuration parameters. (#5512)

* Hash128 is not a cryptographic hash, replace with HMAC-SHA256.

* Extend TrainingAnalytics side channel to expose configuration details

* Change member function scopes and hash demo_paths

* Extract tbiEvent hashing method and add test coverage

* Fixing the analytics side-channel for curriculum learning. (#5586)

* Fixing the analytics side-channel for curriculum learning.

* Made a more robust test.

* Update the changelog.

* Update com.unity.ml-agents/CHANGELOG.md

Co-authored-by: Maryam Honari <honari.m94@gmail.com>

Co-authored-by: Maryam Honari <honari.m94@gmail.com>

* update CHANGELOG

Co-authored-by: Jason Bowman <jasonb@unity3d.com>

Co-authored-by: jmercado1985 <75792879+jmercado1985@users.noreply.github.com>
Co-authored-by: Vincent-Pierre BERGES <vincentpierre@unity3d.com>
Co-authored-by: Ruo-Ping Dong <ruoping.dong@unity3d.com>
Co-authored-by: Jason Rupert <92821409+jrupert-unity@users.noreply.github.com>
Co-authored-by: Chris Goy <christopherg@unity3d.com>
Co-authored-by: Jason Bowman <jasonb@unity3d.com>
miguelalonsojr pushed a commit that referenced this pull request Jan 27, 2022
* init petting_zoo registry

* cherrypick Custom trainer editor analytics (#5511)

* cherrypick "Update dotnet-format to address breaking changes introduced by upstream changes (#5528)"

* Update colab to match pettingZoo import api

* ToRevert: pull exp-petting-registry branch

* Add init file to tests

* Install pettingzoo-unity requirements for pytest

* update pytest command

* Add docstrings and comments

* update coverage to pettingzoo folder

* unset log level

* update env string
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9 participants