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Federated Runtime + Workspace Builder (#876)
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* Federated Runtime v1.0
experimental Aggregator and Collaborator in working condition

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added test, and mnist experimental workspaces working prototype

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Working on integration with Ishant's, and Keerti's code

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Second half of integration installment.

Remaning:
   Integration of data.yaml file.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Removing unnecessary directory my_federation.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* 1. Removed unncessart files.
2. Fix `fx plan freeze` command not working issue.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added function for test workspace

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added include_exclude testcase workspace.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Default execution workspace is mnist.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* data.yaml changes are integrated with this update.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update README.md

Removed references to Intel's ownship, given it's now owned by the LF AI and Data.

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix Flake8 C419 for Ubuntu CI (#800)

C419 Unnecessary list comprehension passed to any()/all() prevents short-circuiting - rewrite as a generator

Signed-off-by: Aleksander Kantak <aleksander.kantak@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update README.md

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <aleksander.kantak@intel.com>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <aleksander.kantak@intel.com>

---------

Signed-off-by: Aleksander Kantak <aleksander.kantak@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Change OpenFL documentation font to improve accessibility (#809)

This replaces the font of OpenFL documents with Intel One Mono font for low vision developers.

    Known issues:
    1. The text font within the images has not been changed.
    2. Some icons that do not exist in the new font cannot be displayed properly.

    Fixes securefederatedai#799

    Co-authored-by: Wang, Le <le3.wang@intel.com>
    Signed-off-by: He, Dan H <dan.h.he@intel.com>
    Signed-off-by: Jiang, Jiaqiu <jiaqiu.jiang@intel.com>
    Signed-off-by: Li, Qingqing <qingqing.li@intel.com>
    Signed-off-by: Wang, Le <le3.wang@intel.com>
    Signed-off-by: Wu, Caili <caili.wu@intel.com>

Signed-off-by: He, Dan H <dan.h.he@intel.com>
Co-authored-by: He, Dan H <dan.h.he@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update unit tests to improve code coverage (#821)

* Update ci config

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add unit test for following files

- openfl/federated/plan/plan.py
- openfl/interface/aggregation_functions/core/adaptive_aggregation.py

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Enable save_ test case.
Add yaml under test dir for unit test usage.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Format code.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Refactor code.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Format with flake8

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>

---------

Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>
Co-authored-by: Wang, Wenjie <wenjie2.wang@intel.com>
Co-authored-by: Lei5 Chen <lei5.chen@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Add PyTorch linear regression example (#808)

This adds a new tutorial example on distributing a linear regression task over OpenFL cluster.

    The model is defined by Pytorch which is able to run over both cpu (by default) and gpu. The dataset is generated by make_regression from sklearn.datasets with pre-defined parameters.

    Fixes #797

    Co-authored-by: Jiang, Jiaqiu <jiaqiu.jiang@intel.com>
    Signed-off-by: He, Dan H <dan.h.he@intel.com>
    Signed-off-by: Jiang, Jiaqiu <jiaqiu.jiang@intel.com>
    Signed-off-by: Li, Qingqing <qingqing.li@intel.com>
    Signed-off-by: Wang, Le <le3.wang@intel.com>
    Signed-off-by: Wu, Caili <caili.wu@intel.com>

Signed-off-by: He, Dan H <dan.h.he@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* This prints out the hash of the CSR to disk for both the aggregator and (#813)

* This prints out the hash of the CSR to disk for both the aggregator and
collaborator. The user then compares and approves this hash with the
hash printed out of the file to validate the CSR. In addition, a warning
message is pritned if certify is run in silent mode.

Fixes securefederatedai#692

Signed-off-by: Grant Baker <grant.baker@intel.com>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <grant.baker@intel.com>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <grant.baker@intel.com>
Co-authored-by: Grant Baker <grant.baker@intel.com>

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <qingqing.li@intel.com>
            Co-authored-by: Wu, Caili <caili.wu@intel.com>
            Signed-off-by: He, Dan H <dan.h.he@intel.com>
            Signed-off-by: Jiang, Jiaqiu <jiaqiu.jiang@intel.com>
            Signed-off-by: Li, Qingqing <qingqing.li@intel.com>
            Signed-off-by: Wang, Le <le3.wang@intel.com>
            Signed-off-by: Wu, Caili <caili.wu@intel.com>

Signed-off-by: He, Dan H <dan.h.he@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Issue 506 Added Example using FedProx (#818)

* created new ineractive_api dir to hold pytorch fedprox mnist example

corrected files

changed to FedProxOptimizer and ran set_old_weights for new FedProx Pytorch example

renamed FedProx notebook

used mode.parrameters() to get pytorch model weights

got weights using state_dict

changed old wieghts to list (for serialization) and fixed README

input wieghts before zero_grad

[Enhancement: 506] Add an example that uses the FedProx optimizer in the interative_api

This duplicates the MedNIST_2D example in the interative api but changes it to use the FedProx optimizer.

Fixes: #506

Signed-off-by: Klemme, Beverly <beverly.klemme@intel.com>
Signed-off-by: Baker, Grant <grant.baker@intel.com>
Signed-off-by: ELizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Jillela, Emmanuel <emmanuel.jillela@intel.com>
Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>

* [Enhancement: 506] Add an example that uses the FedProx optimizer in the interative_api

This duplicates the MedNIST_2D example in the interative api but changes it to use the FedProx optimizer.

Fixes: securefederatedai#506

Signed-off-by: Klemme, Beverly <beverly.klemme@intel.com>
Signed-off-by: Baker, Grant <grant.baker@intel.com>
Signed-off-by: Elizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Jillela, Emmanuel <emmanuel.jillela@intel.com>
Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>

* Update README.md

Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>

* addressed comments by psfoley: corrected words in the jupyter notebook metadata and added a link to the FedProx paper in the README.

Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>

---------

Signed-off-by: Klemme, Beverly <beverly.klemme@intel.com>
Signed-off-by: Baker, Grant <grant.baker@intel.com>
Signed-off-by: ELizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Jillela, Emmanuel <emmanuel.jillela@intel.com>
Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>
Signed-off-by: Elizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* [Bug: 768] FX CLI: Separate create, cert gen commands (#807)

This change separates existing command
"fx collaborator.py generate-cert-request" command into two
commands.
"fx collaborator create -n {NAME} -d {DATA_PATH: optional}".
"fx collaborator generate-cert-request -n {NAME}".

Fixes #768

Signed-off-by: Emmanuel Jillela <emmanuel.jillela@intel.com>
Co-authored-by: Emmanuel Jillela <emmanuel.jillela@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Add new tutorial example to OpenFL interactive API (#812)

* Add new tutorial example to OpenFL interactive API

This adds a new tutorial example on distributing a linear regression task over OpenFL cluster

The model is defined by scikit-learn which is able to run over both cpu (by default) and gpu. The dataset is 1-dimensional noisy data of sinusoid with pre-defined parameters.

Fixes #798

Co-authored-by: Beverly Klemme <beverly.klemme@intel.com>
Co-authored-by: Grant Baker <grant.baker@intel.com>

Signed-off-by: Yi CAO <yi2.cao@intel.com>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>

---------

Signed-off-by: Yi CAO <yi2.cao@intel.com>
Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>
Co-authored-by: Yi CAO <yi2.cao@intel.com>
Signed-off-by: Patrick Foley <psfoley@gmail.com>

* build(deps): bump tensorflow in /openfl-workspace/tf_cnn_histology (#776)

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.9.3 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.9.3...v2.11.1)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* build(deps): bump tensorflow (#777)

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.9.3 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.9.3...v2.11.1)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix documentation links. Change path names and templates for CI

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix paths

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix paths

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix breaking tests

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Add compatible onnx version to requirements.txt file

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix wrong names in workflow file

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix wrong data path

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix lint in test_gandlf.py

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix lint errors

Signed-off-by: Patrick Foley <psfoley@gmail.com>

---------

Signed-off-by: Patrick Foley <psfoley@gmail.com>
Signed-off-by: Aleksander Kantak <aleksander.kantak@intel.com>
Signed-off-by: He, Dan H <dan.h.he@intel.com>
Signed-off-by: Fang, Xiaoran <xiaoran.fang@intel.com>
Signed-off-by: Klemme, Beverly <beverly.klemme@intel.com>
Signed-off-by: Baker, Grant <grant.baker@intel.com>
Signed-off-by: ELizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Jillela, Emmanuel <emmanuel.jillela@intel.com>
Signed-off-by: Beverly Klemme <beverly.klemme@intel.com>
Signed-off-by: Elizabeth Simon, Neethu <neethu.elizabeth.simon@intel.com>
Signed-off-by: Emmanuel Jillela <emmanuel.jillela@intel.com>
Signed-off-by: Yi CAO <yi2.cao@intel.com>
Co-authored-by: Sarthak Pati <sarthak.pati@pennmedicine.upenn.edu>
Co-authored-by: Prashant Shah <40899779+SprashAI@users.noreply.github.com>
Co-authored-by: akantak <aleksander.kantak@intel.com>
Co-authored-by: wangleflex <106506636+wangleflex@users.noreply.github.com>
Co-authored-by: He, Dan H <dan.h.he@intel.com>
Co-authored-by: xiaoranf <desolatefang@gmail.com>
Co-authored-by: Wang, Wenjie <wenjie2.wang@intel.com>
Co-authored-by: Lei5 Chen <lei5.chen@intel.com>
Co-authored-by: Beverly Klemme <35578090+bjklemme-intel@users.noreply.github.com>
Co-authored-by: Emmanuel Jillela <emmanuel.jillela@intel.com>
Co-authored-by: Yi CAO <yi2.cao@intel.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid (#841)

Signed-off-by: Patrick Foley <psfoley@gmail.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <psfoley@gmail.com>

---------

Signed-off-by: Patrick Foley <psfoley@gmail.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <francis.storr@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added licensing information to all experimental workspaces

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Made changes to LocalRuntime, and tested

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Rename collaborator_name variable to name in
experimental/component/collaborator/collaborator.py file.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* build(deps): bump onnx in /openfl-workspace/gandlf_seg_test (#840)

Bumps [onnx](https://github.com/onnx/onnx) from 1.12 to 1.13.0.
- [Release notes](https://github.com/onnx/onnx/releases)
- [Changelog](https://github.com/onnx/onnx/blob/main/docs/Changelog.md)
- [Commits](https://github.com/onnx/onnx/compare/v1.12.0...v1.13.0)

---
updated-dependencies:
- dependency-name: onnx
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Selected collaborators functionality added, test workspace of the same
is work-progress.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Selected collaborator testcases included with this commit.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Testcase private attributes workspace added with this commit.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Instead of remove private attributes from checkpoint, changed the value
to string "Private attributes: Not Available."

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added / Modified types of funciton arguments, and their return types.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Aggregator shutdown related changes are done in this commit

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update testflow_subset_of_collaborators.py

Updated subset of collaborators testcase

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Modified subset of collaborators testcase.

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Add files via upload

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <francis.storr@intel.com>

* Font styling, color contrast, other accessibility updates

This update:
1. Restores Roboto and Lato fonts for most body copy, leaving Intel One Mono for code samples.
2. Adds colors (in `colors.css`)
3. Adds a new `accessibility_overrides.css` file containing CSS that improves the accessibility of the documentation and, where possible, Read The Docs. These updates remediate numerous non-conforming WCAG 2.x Level AA bugs. The use of a separate file for this hopefully makes these changes easier to manage and less likely to be accessibility overwritten in the future.

Closes #848

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* build(deps): bump tensorflow from 2.8.4 to 2.11.1 in /openfl-workspace/keras_nlp (#773)

* build(deps): bump tensorflow in /openfl-workspace/keras_nlp

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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  dependency-type: direct:production
...

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* Update RMSProp optimizer import

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* flake8

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* build(deps): bump tensorflow from 2.8.4 to 2.11.1 in /openfl-workspace/keras_cnn_mnist (#771)

* build(deps): bump tensorflow in /openfl-workspace/keras_cnn_mnist

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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* revert experimental Adam to legacy (#863)

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* build(deps): bump tensorflow from 2.8.4 to 2.11.1 in /openfl-workspace/keras_cnn_with_compression (#770)

* build(deps): bump tensorflow

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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* Update Adam Optimizer import

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* build(deps): bump tensorflow from 2.9.3 to 2.11.1 in /openfl-tutorials/interactive_api/Flax_CNN_CIFAR (#775)

* build(deps): bump tensorflow

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.9.3 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.9.3...v2.11.1)

---
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  dependency-type: direct:production
...

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* Fixed breaking backages

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* Add quiet flag back to pip install

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* build(deps): bump tensorflow-cpu from 2.8.4 to 2.11.1 in /openfl-workspace/keras_nlp_gramine_ready (#769)

* build(deps): bump tensorflow-cpu

Bumps [tensorflow-cpu](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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  dependency-type: direct:production
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* Use legacy RMSprop optimizer

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* Accessibility color contrast fixes (#864)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <francis.storr@intel.com>

* Font styling, color contrast, other accessibility updates

This update:
1. Restores Roboto and Lato fonts for most body copy, leaving Intel One Mono for code samples.
2. Adds colors (in `colors.css`)
3. Adds a new `accessibility_overrides.css` file containing CSS that improves the accessibility of the documentation and, where possible, Read The Docs. These updates remediate numerous non-conforming WCAG 2.x Level AA bugs. The use of a separate file for this hopefully makes these changes easier to manage and less likely to be accessibility overwritten in the future.

Closes #848

Signed-off-by: Francis Storr <francis.storr@intel.com>

* Color contrast updates for accessibility

Color contrast updates for accessibility
- update generic `a` element
- update color of links in the toggle-able read-the-docs panel
- update the color of the text in search results
- update the color of notes headers

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* Testflow for verifying stdout redirection to Metaflow datastore (#758)

* implemented ray.wait

* reverted changes back after testing

* adding datastore cli test case

* removed unused variables

* removed stderr validation

* fixed lint suggestions

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* Tweak link color so it’s not so aggressive (#865)

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* External Loop Functionality Added

External Loop Functionality Added

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* External Loop Functionality Added

External Loop Functionality Added

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* External Loop Functionality Added

External Loop Functionality Added

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* Added following tutorials, and testcase:
1. Vertical FL
2. Vertical FL Two Party
3. Internal Loop

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* plan.yaml modified in 301 watermarking, and subset of collaborators.

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* Modifying temp.sh for 2 collaborators.

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* Update aggregator.py

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* FQDN switched to localhost

FQDN switched to localhost

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* While activating experimental OpenFL commands, install depedencies as well.

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* Install experimental requirements while activating experimental openfl commands.

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* Update experimental-requirements.txt

Added ray 2.2.0 to experimental-requirements.txt file

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* Update requirements_workflow_interface.txt

Metaflow, and Ray dependencies are moved to openfl-workspace/experimental/experimental-requrirements.txt file.

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* Delete openfl/experimental/utilities/utils.py, and removed torch depency from openfl/experimental/utilities/resources.py

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* Update requirements_workflow_interface.txt

Updated experimental tutorials requirements.txt file

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* Updating 201 GPUs tutorial

Updated Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb for Aggregator, and Collaborator as stateful actor

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* Modified 101, 102, 103, 301, 401 tutorials as per Aggregator, & Collaborator stateful collaborators

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* Excluding 'experimental' directory from workspace templates

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* Update 101 tutorial data.yaml

Updated 101 tutorials data.yaml to correct a mistake by in index parameter of private attribute function.

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* Update resources.py

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* Modified get_number_of_gpus function

Modify get_number_of_gpus function

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* This commit brings following changes:

1. Removed torch dependency from "get_number_of_gpus"
2. Added keras mnist example notebook
3. Added keras mnist workspace example
4. Removed openfl-workspace/experimental/experimental-requirements.txt
5. "fx aggregator start" command will install libraries from experimental tutorials requirements_workflow_interface.txt file
6. Added testcase_datastore_cli, testcase_reference and testcase_reference_with_include_exclude
7. Updated 101 torch mnist plan.yaml and data.yaml
8. Removed aggregator start flow thread from cli/aggregator.py
9. At last changes made in federated runtime

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* build(deps): bump tensorflow from 2.8.4 to 2.11.1 in /tests/github/interactive_api_director/experiments/tensorflow_mnist/envoy (#772)

* build(deps): bump tensorflow

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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- dependency-name: tensorflow
  dependency-type: direct:production
...

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* Update sd_requirements.txt

* revert to legacy SGD and install tensorflow==2.11 for workflow

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* build(deps): bump tensorflow from 2.8.4 to 2.11.1 in /openfl-workspace/tf_2dunet (#774)

* build(deps): bump tensorflow in /openfl-workspace/tf_2dunet

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.4 to 2.11.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.8.4...v2.11.1)

---
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  dependency-type: direct:production
...

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* Update requirements.txt

to retrigger CI

* Update requirements.txt

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* This commit brings following changes:
1. Renamed Workflow_Interface_101_Keras_MNIST_with_GPU.ipynb to Workflow_Interface_104_Keras_MNIST_with_GPU.ipynb
2. Updated documentation in Workflow_Interface_104_Keras_MNIST_with_GPU.ipynb
3. protobuf bumped from 3.19.6 to 3.20.0 in setup.py
4. Incorporating review comments (WIP)

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* Modified 104 Keras MNIST tutorial

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* This comming brings following changes:
1. Experimental Aggregator workflow testcases moved to test/github/experimental/workspace directory
2. Added dependecy related changes

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* Removing unnecessary logs

Removing unnecessary logs

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* Update collaborator.py

Removing unnecessary logs

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* Avoided deep copying the context by removing private attributes from context before checkpoint

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* Incoporated review comments

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* Added dependecies to each tutorial notebooks

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* pinned tensorboardX (#870)

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* While taking aggregator step remove private attributes before taking checkpoint and set it back to ctx after checkpoint

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* Removing unnecessary deepcopies from aggregator.py file

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* Removing unnecessary comments

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* Update stream_redirect.py

Removing unnecessary imports

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* Added color escape sequences to datastore cli localruntime and workspace testcases

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* Update requirements_privacy_meter.txt

torch 1.13.1 requires torchvision 0.14.1 not 0.14.0

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* Update Workflow_Interface_VFL_Two_Party

Added actor related changed to Workflow_Interface_VFL_Two_Party

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* Files added required to test experimental aggregator based workflow by GitHUB actions

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* Update Workflow_Interface_104_Keras_MNIST_with_GPU.ipynb

Removing GPU parameter from collaborator decorator.

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* Update resources.py

Updated get_number_of_gpus function

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Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Updating import statement

In 104 keras workspace utils.py updating import SummaryWriter statement from torch to tensorflow

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* With this commit path of template can be explicitely given, user does not have to
choose from available example templates. Only applicable to experimental openfl.

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* Fixed flake8 issues and typos

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* Resolved flake8 issues,
Added warning statements when data.yaml is not found or aggregator / collaborator private attributes are not found in data.yaml,
Tested by running all tutorials and tests

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* Moving the logs after data.yaml warning, and removing unnecessary blank lines.

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* Adding N-level arguments functionality

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* Update workflow_interface.rst

Added section on how to save best and last model from Metaflow CLI

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* Resolving last few TODO items.

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* Updated logs to provide exact information to user.

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* This commit brings following updates:
1. Remove unnecessary spaces from Workflow_Interface_102_Aggregator_Validation.ipynb
2. Upgraded protobuf to 3.20.3 in setup.py as per tensorboard requirements
3. Modified 101-torch-cnn-mnist workspace for n-level arguments
4. Added a federated runtime workspace for 102-aggregator-validation

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* This commit brings following changes:
1. Added 501_pytorch_tinyimagenet_transfer_learning workspace for experimental workflow interface
2. Removed `feature_shape` from openfl/experimental/interface/cli/plan.py
3. Resolved flake8 errors in openfl-workspace/experimental directory

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
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* Update data.yaml

Correcting a mistake train dataset assigned to test and vice versa.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update flow.py

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update flow.py

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Adding functionality to convert jupyter notebook to workspace (in progress)

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Write flow.py, collaborator_private_attrs.py and aggregator_private_attrs.py automatically

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Find aggregator, and collaborator arguments

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Modifying arguments help

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Removed automatically generated Zone.Identifier file
Added Approach2 notebook
Modified creator.py

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* workspace_creator renamed to workspace_builder
finding values without help of any tags

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Finished exporting data.yaml, plan.yaml.
Workspace creator validated for 101 MNIST and 301 Watermarking with MNIST

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Removing round number constant argument from 301 MNIST WATERMARKING

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* * Created get_collaborator_kwargs function in localruntime class which takes collaborator name as argument and returns name of private attributes function and arguments required to call it.
* Changed workspace builder code used get_collaborator_kwargs function to build data.yaml file.

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Modified get_collaborator_args function

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Modified workspace_builder/build.py file to resolve a typo

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Removed unnecessary files from template_workspace directory
Moved print_tree to after generating python script

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added documentation and inline comments for workspace_builder

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added libraries required by WorkspaceBuilder

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update Tensorflow, gRPC, Protobuf dependencies (#868)

* Update Tensorflow to latest, finally update grpcio/protobuf

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Lint issue fix and missing tf reference

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* pyzmq version fixed

* fix taskrunner tests for windows

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* fix taskrunner test syntax for windows

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* adding user option to workspace pip install requirements for windows

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* fix windows CI test

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* testing venv for windows

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* test venv for windows

* test venv for windows

* Added new KerasSerializer. Fixed other Interactive API experiments

* Update taskrunner.yml

* Update taskrunner.yml

* Update workspace.py

* Update workspace.py

* Update taskrunner.yml

* Remove get_model import from global namespace so dependencies are not loaded into memory unnecessarily (breaking windows build)

* Refactoring and cleaning up imports to support Windows install

* Fixed logger import paths

* Fix missing imports

* Fix native import

* Fix lint errors

* Fix keras optimizer patch. Remove irrelevant unit test

* Format logs in UTF-8 for windows

* Update interactive-kvasir.yml

* Consolidate github actions python versions to single file

* Update python versions

* Update python versions

* Update python versions

* Reduce # of DataLoader workers for Pytorch Kvasir CI test

* Fix Windows encoding

* Fix Windows encoding and limit rounds so Github Actions CI doesn't run out of memory

Signed-off-by: Patrick Foley <psfoley@gmail.com>

* Fix windows encoding

* Fix Windows encoding

---------

Signed-off-by: Patrick Foley <psfoley@gmail.com>
Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>
Co-authored-by: Mansi Sharma <77758170+mansishr@users.noreply.github.com>
Co-authored-by: Mansi Sharma <mansi.sharma@intel.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Add FL plan description to documentation (#872)

* Add plan description to documentation

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* fix indentation

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* Apply suggestions from code review

Co-authored-by: Patrick Foley <patrick.foley@intel.com>

---------

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>
Co-authored-by: Patrick Foley <patrick.foley@intel.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Resolve Coverity Issues (#874)

* Fix coverity issues

* Resolve remaining coverity issues

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Migrate to Ubuntu 22.04 LTS release (supported through 2027) (#875)

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Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fixed flake8 issues

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fixed flake8 issues in test/experimental directory

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <francis.storr@intel.com>

* Font styling, color contrast, other accessibility updates

This update:
1. Restores Roboto and Lato fonts for most body copy, leaving Intel One Mono for code samples.
2. Adds colors (in `colors.css`)
3. Adds a new `accessibility_overrides.css` file containing CSS that improves the accessibility of the documentation and, where possible, Read The Docs. These updates remediate numerous non-conforming WCAG 2.x Level AA bugs. The use of a separate file for this hopefully makes these changes easier to manage and less likely to be accessibility overwritten in the future.

Closes #848

Signed-off-by: Francis Storr <francis.storr@intel.com>

---------

Signed-off-by: Francis Storr <francis.storr@intel.com>
Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* fixing FedAvg in workflow interface tutorials to be compatible with latest numpy stable release (1.24.3) (#833)

* fixing FedAvg averaging in order to be compatible with numpy v1.24+

Signed-off-by: kta-intel <kevin.ta@intel.com>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

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* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <kevin.ta@intel.com>

---------

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Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Testflow for verifying stdout redirection to Metaflow datastore (#758)

* implemented ray.wait

* reverted changes back after testing

* adding datastore cli test case

* removed unused variables

* removed stderr validation

* fixed lint suggestions

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Resolving DCO issue

fixing FedAvg in workflow interface tutorials to be compatible with latest numpy stable release (1.24.3) (#833)

* fixing FedAvg averaging in order to be compatible with numpy v1.24+

Signed-off-by: kta-intel <kevin.ta@intel.com>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

Signed-off-by: kta-intel <kevin.ta@intel.com>

* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <kevin.ta@intel.com>

---------

Signed-off-by: kta-intel <kevin.ta@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update EdenPipeline in the documentation (#877)

Signed-off-by: Amit Portnoy <1131991+amitport@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fixed flake8 issues

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Added weighted_average aggregation function under openfl.experimental.interface.{keras,torch}.aggregation_funtions

Signed-off-by: Parth Mandaliya <parthx.mandaliya@intel.com>
Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Tested all local-runtime & federated-runtime tutorials and testcases

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Resolving merge conflicts in experimental local-runtme tutorials 101, 103, 201, & 301

fixing FedAvg in workflow interface tutorials to be compatible with latest numpy stable release (1.24.3) (#833)

* fixing FedAvg averaging in order to be compatible with numpy v1.24+

Signed-off-by: kta-intel <kevin.ta@intel.com>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <kevin.ta@intel.com>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

Signed-off-by: kta-intel <kevin.ta@intel.com>

* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <kevin.ta@intel.com>

---------

Signed-off-by: kta-intel <kevin.ta@intel.com>

---------

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* WIP: CI Scans (#873)

* Initial scans commit for bandit, hadolint, trivy

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* Address bandit scan results

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* Fix Trivy action

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* Fix linting

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* Add Coverity Badge

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* Update Hadolint threshold to flag errors only

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* Update Hadolint threshold to flag errors only

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---------

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Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Update ROADMAP.md (#878)

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* This commit brings following changes:
1. Renaming workspace_builder module to workspace_export.
2. WorkspaceBuilder class renamed to WorkspaceExport.
3. Added WorkspaceExport.export function for user which wraps generate_requirements, generate_plan_yaml, generate_data_yaml functions.
4. Merged WorkspaceExport module to `fx workspace create` command by adding new following arguments:
    - `--notebook` Path to jupyter notebook
    - `--template_workspace_dir` Output path for generated workspace
5. WorkspaceExport removed from 101, and 103 tutorials.
6. setup.py changed accordingly.

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* This commit brings following changes:
1. output_dir renamed to output_workspace also the user must pass this parameter
 (default=/tmp is now removed) or there will be an error.
2. template_workspace_path is not required anymore.
3. Added a new tutorials Workflow_Interface_1001_Workspace_Creation_from_JupyterNotebook.ipynb
 (copy of Workflow_Interface_301_MNIST_Watermarking.ipynb) explaining how to use WorkspaceExport.

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* In Workflow_Interface_1001 tutorial list of collaborator are changed to 5 from 2

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Uncommeted pip install libraries

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* Adding GPU for aggregator in 201, Global DP & Privacy Meter tutorials

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* Modifed documentation in 1001 tutorial

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* Modified documentation in 1001 tutorial

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* Fixing 'param' attribute not found issue. in 301, 1001 experimental tutrials and 301
mnist watermarking workspace.

Sol.
imagen library installs param depedency latest version
and param package got an upgrde recently. Pinned param to 1.13.0
after installing imagen which fixed the issue.

Signed-off-by: Parth Mandaliya <parth.mandaliya.007@gmail.com>

* VFL 2 party example

Signed-off-by: Mansi Sharma <mansi.sharma@intel.com>

* participant names to lowercase and changes to instructions

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* Resolving missing packages from watermarking examples that break python 3.9+. Fix linting, spelling. Remove experimental aggregation functions

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* Remove duplicate files in openfl.experimental

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* Trigger CI

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* Moving test to be conditional

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* Fix inconsistent use of enumerate in loops

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* Fixing tests

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* Accomodate conversion of names to lower case

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* Missing torchvision dependency in tests

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* Fix lint issues

Signed-off-by: Patrick Foley <psfoley@gmail.com>

---------

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24 people authored and manuelhsantana committed Jul 9, 2024
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3 changes: 3 additions & 0 deletions .github/workflows/experimental_workflow_tests.yml
Original file line number Diff line number Diff line change
Expand Up @@ -80,3 +80,6 @@ jobs:
- name: Workflow - Collaborator Subset (Ray Backend)
run: |
python tests/github/experimental/testflow_subset_of_collaborators.py ray
- name: Test Experimental Aggregator Based Workflow API
run: |
python -m tests.github.experimental.workspace.test_experimental_agg_based_workflow --custom_template tests/github/experimental/workspace/testcase_datastore_cli --fed_workspace aggregator --col col1 --col col2 --rounds-to-train 1
1 change: 0 additions & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -126,4 +126,3 @@ This project is licensed under [Apache License Version 2.0](LICENSE). By contrib
publisher={IOP Publishing}
}
```

2 changes: 1 addition & 1 deletion docs/_static/css/accessibility_overrides.css
Original file line number Diff line number Diff line change
Expand Up @@ -199,4 +199,4 @@
font-size:0.875rem;
}

}
}
5 changes: 3 additions & 2 deletions openfl-tutorials/experimental/Privacy_Meter/cifar10_PM.py
Original file line number Diff line number Diff line change
Expand Up @@ -656,8 +656,9 @@ def end(self):
args = argparser.parse_args()

# Setup participants
# Set `num_gpus=0.0` to `num_gpus=0.3` to run on GPU
aggregator = Aggregator(num_gpus=0.0)
# If running with GPU and 1 GPU is available then
# Set `num_gpus=0.3` to run on GPU
aggregator = Aggregator()

collaborator_names = ["Portland", "Seattle"]

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Expand Up @@ -8,7 +8,9 @@
"outputs": [],
"source": [
"!pip install git+https://github.com/intel/openfl.git\n",
"!pip install -r ../requirements_workflow_interface.txt"
"!pip install -r ../requirements_workflow_interface.txt\n",
"!pip install torch\n",
"!pip install torchvision"
]
},
{
Expand Down Expand Up @@ -266,7 +268,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.16"
"version": "3.8.17"
}
},
"nbformat": 4,
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