Update to changelog for release (#487)

This PR updates the changelog to prepare for release.

[ reviewed by @MattToast ]
[ committed by @amandarichardsonn ]

doc/changelog.rst

@@ -11,56 +11,118 @@ Jump to :ref:`SmartRedis Changelog <sr_changelog>`
 SmartSim
 ========
 
+0.6.1
+-----
 
-Development branch
-------------------
-
-To be released at some future point in time
+Released on 15 February, 2024
 
 Description
 
-- Updated tests to address Torch warning
-- Updated GitHub actions to latest versions in CI/CD
-- Dropped Cobalt support
-- Override the sphinx-tabs extension background color
-- Updated SmartSim's machine learning backends
-- Added ONNX support for Python 3.10
-- Added support for Python 3.11
-- Added support for SmartSim with Torch on Apple Silicon
-- Updated install instructions for Apple Silicon
+- Duplicate for DBModel/Script prevented
+- Update license to include 2024
+- Telemetry monitor is now active by default
+- Add support for Mac OSX on Apple Silicon
+- Remove Torch warnings during testing
+- Validate Slurm timing format
+- Expose Python Typehints
+- Fix test_logs to prevent generation of directory
+- Fix Python Typehint for colocated database settings
+- Python 3.11 Support
+- Quality of life `smart validate` improvements
+- Remove Cobalt support
+- Enrich logging through context variables
+- Upgrade Machine Learning dependencies
+- Override sphinx-tabs background color
+- Add concurrency group to test workflow
+- Fix index when installing torch through smart build
 
 
 Detailed Notes
 
+- Modify the `git clone` for both Redis and RedisAI to set the line endings to
+  unix-style line endings when using MacOS on ARM. (SmartSim-PR482_)
+- Separate install instructions are now provided for Mac OSX on x64 vs ARM64 (SmartSim-PR479_)
+- Prevent duplicate ML model and script names being added to an
+  Ensemble member if the names exists. (SmartSim-PR475_)
+- Updates `Copyright (c) 2021-2023` to `Copyright (c) 2021-2024`
+  in all of the necessary files. (SmartSim-PR485_)
+- Bug fix which prevents the expected behavior when the `SMARTSIM_LOG_LEVEL`
+  environment variable was set to `developer`. (SmartSim-PR473_)
+- Sets the default value of the "enable telemetry" flag to on.
+  Bumps the output `manifest.json` version number to match that of
+  `smartdashboard` and pins a watchdog version to avoid build errors.
+  (SmartSim-PR477_)
+- Refactor logic of `Manifest.has_db_objects` to remove excess branching
+  and improve readability/maintainability. (SmartSim-PR476_)
+- SmartSim can now be built and used on platforms using Apple Silicon
+  (ARM64). Currently, only the PyTorch backend is supported. Note that libtorch
+  will be downloaded from a CrayLabs github repo. (SmartSim-PR465_)
 - Tests that were saving Torch models were emitting warnings.  These warnings
   were addressed by updating the model save test function. (SmartSim-PR472_)
+- Validate the timing format when requesting a slurm allocation. (SmartSim-PR471_)
+- Add and ship `py.typed` marker to expose inline type hints. Fix
+  type errors related to SmartRedis. (SmartSim-PR468_)
+- Fix the `test_logs.py::test_context_leak` test that was
+  erroneously creating a directory named `some value` in SmartSim's root
+  directory. (SmartSim-PR467_)
+- Add Python type hinting to colocated settings. (SmartSim-PR462_)
+- Add github actions for running black and isort checks. (SmartSim-PR464_)
+- Relax the required version of `typing_extensions`. (SmartSim-PR459_)
+- Addition of Python 3.11 to SmartSim. (SmartSim-PR461_)
+- Quality of life `smart validate` improvements such as setting `CUDA_VISIBLE_DEVICES`
+  environment variable within `smart validate` prior to importing any ML deps to
+  prevent false negatives on multi-GPU systems. Additionally, move SmartRedis logs
+  from standard out to dedicated log file in the validation temporary directory as well as
+  suppress `sklearn` deprecation warning by pinning `KMeans` constructor
+  argument. Lastly, move TF test to last as TF may reserve the GPUs it uses.
+  (SmartSim-PR458_)
 - Some actions in the current GitHub CI/CD workflows were outdated. They were
-  replaced with their latest versions. (SmartSim-PR446_)
+  replaced with the latest versions. (SmartSim-PR446_)
 - As the Cobalt workload manager is not used on any system we are aware of,
   its support in SmartSim was terminated and classes such as `CobaltLauncher` have
   been removed. (SmartSim-PR448_)
-- The sphinx-tabs documentation extension uses a white background for the tabs component.
-  A custom CSS for those components to inherit the overall theme color has
-  been added. (SmartSim-PR453_)
+- Experiment logs are written to a file that can be read by the dashboard. (SmartSim-PR452_)
 - Updated SmartSim's machine learning backends to PyTorch 2.0.1, Tensorflow
   2.13.1, ONNX 1.14.1, and ONNX Runtime 1.16.1. As a result of this change,
   there is now an available ONNX wheel for use with Python 3.10, and wheels for
   all of SmartSim's machine learning backends with Python 3.11.
   (SmartSim-PR451_) (SmartSim-PR461_)
-- SmartSim can now be built and used on platforms using Apple Silicon
-  (ARM64). Currently, only the PyTorch backend is supported. Note that libtorch
-  will be downloaded from a CrayLabs github repo. (SmartSim-PR465_)
-- Separate install instructions are now provided for Mac OSX on x64 vs ARM64 (SmartSim-PR478_)
-
-.. _SmartSim-PR446: https://github.com/CrayLabs/SmartSim/pull/446
-.. _SmartSim-PR448: https://github.com/CrayLabs/SmartSim/pull/448
-.. _SmartSim-PR451: https://github.com/CrayLabs/SmartSim/pull/451
-.. _SmartSim-PR453: https://github.com/CrayLabs/SmartSim/pull/453
-.. _SmartSim-PR461: https://github.com/CrayLabs/SmartSim/pull/461
-.. _SmartSim-PR465: https://github.com/CrayLabs/SmartSim/pull/465
+- The sphinx-tabs documentation extension uses a white background for the tabs component.
+  A custom CSS for those components to inherit the overall theme color has
+  been added. (SmartSim-PR453_)
+- Add concurrency groups to GitHub's CI/CD workflows, preventing
+  multiple workflows from the same PR to be launched concurrently.
+  (SmartSim-PR439_)
+- Torch changed their preferred indexing when trying to install
+  their provided wheels. Updated the `pip install` command within
+  `smart build` to ensure that the appropriate packages can be found.
+  (SmartSim-PR449_)
+
+
+.. _SmartSim-PR485: https://github.com/CrayLabs/SmartSim/pull/485
+.. _SmartSim-PR482: https://github.com/CrayLabs/SmartSim/pull/482
+.. _SmartSim-PR479: https://github.com/CrayLabs/SmartSim/pull/479
+.. _SmartSim-PR477: https://github.com/CrayLabs/SmartSim/pull/477
+.. _SmartSim-PR476: https://github.com/CrayLabs/SmartSim/pull/476
+.. _SmartSim-PR475: https://github.com/CrayLabs/SmartSim/pull/475
+.. _SmartSim-PR473: https://github.com/CrayLabs/SmartSim/pull/473
 .. _SmartSim-PR472: https://github.com/CrayLabs/SmartSim/pull/472
-.. _SmartSim-PR478: https://github.com/CrayLabs/SmartSim/pull/478
-
+.. _SmartSim-PR471: https://github.com/CrayLabs/SmartSim/pull/471
+.. _SmartSim-PR468: https://github.com/CrayLabs/SmartSim/pull/468
+.. _SmartSim-PR467: https://github.com/CrayLabs/SmartSim/pull/467
+.. _SmartSim-PR465: https://github.com/CrayLabs/SmartSim/pull/465
+.. _SmartSim-PR464: https://github.com/CrayLabs/SmartSim/pull/464
+.. _SmartSim-PR462: https://github.com/CrayLabs/SmartSim/pull/462
+.. _SmartSim-PR461: https://github.com/CrayLabs/SmartSim/pull/461
+.. _SmartSim-PR459: https://github.com/CrayLabs/SmartSim/pull/459
+.. _SmartSim-PR458: https://github.com/CrayLabs/SmartSim/pull/458
+.. _SmartSim-PR453: https://github.com/CrayLabs/SmartSim/pull/453
+.. _SmartSim-PR452: https://github.com/CrayLabs/SmartSim/pull/452
+.. _SmartSim-PR451: https://github.com/CrayLabs/SmartSim/pull/451
+.. _SmartSim-PR449: https://github.com/CrayLabs/SmartSim/pull/449
+.. _SmartSim-PR448: https://github.com/CrayLabs/SmartSim/pull/448
+.. _SmartSim-PR446: https://github.com/CrayLabs/SmartSim/pull/446
+.. _SmartSim-PR439: https://github.com/CrayLabs/SmartSim/pull/439
 
 0.6.0
 -----