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WIP: CI Scans #873

Merged
merged 7 commits into from
Sep 29, 2023
Merged

WIP: CI Scans #873

merged 7 commits into from
Sep 29, 2023

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psfoley
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@psfoley psfoley commented Sep 8, 2023

Automate all security/configuration scans:

  • Trivy
  • Hadolint
  • Coverity

@github-advanced-security
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This pull request sets up GitHub code scanning for this repository. Once the scans have completed and the checks have passed, the analysis results for this pull request branch will appear on this overview. Once you merge this pull request, the 'Security' tab will show more code scanning analysis results (for example, for the default branch). Depending on your configuration and choice of analysis tool, future pull requests will be annotated with code scanning analysis results. For more information about GitHub code scanning, check out the documentation.

@psfoley psfoley merged commit 97325b5 into securefederatedai:develop Sep 29, 2023
25 checks passed
@psfoley psfoley deleted the ci-scans branch September 29, 2023 21:42
ParthMandaliya pushed a commit to ParthMandaliya/openfl that referenced this pull request Oct 5, 2023
* Initial scans commit for bandit, hadolint, trivy

Signed-off-by: Patrick Foley <[email protected]>

* Address bandit scan results

Signed-off-by: Patrick Foley <[email protected]>

* Fix Trivy action

Signed-off-by: Patrick Foley <[email protected]>

* Fix linting

Signed-off-by: Patrick Foley <[email protected]>

* Add Coverity Badge

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
ParthMandaliya pushed a commit to ParthMandaliya/openfl that referenced this pull request Oct 5, 2023
* Initial scans commit for bandit, hadolint, trivy

Signed-off-by: Patrick Foley <[email protected]>

* Address bandit scan results

Signed-off-by: Patrick Foley <[email protected]>

* Fix Trivy action

Signed-off-by: Patrick Foley <[email protected]>

* Fix linting

Signed-off-by: Patrick Foley <[email protected]>

* Add Coverity Badge

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
psfoley added a commit to psfoley/openfl that referenced this pull request Oct 18, 2023
* Initial scans commit for bandit, hadolint, trivy

Signed-off-by: Patrick Foley <[email protected]>

* Address bandit scan results

Signed-off-by: Patrick Foley <[email protected]>

* Fix Trivy action

Signed-off-by: Patrick Foley <[email protected]>

* Fix linting

Signed-off-by: Patrick Foley <[email protected]>

* Add Coverity Badge

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
psfoley added a commit that referenced this pull request Feb 15, 2024
* Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update ROADMAP.md (#765)

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update GOVERNANCE.md

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update ROADMAP.md (#785)

Typos

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updated integrations to GaNDLF (#781)

* renaming loader and runner

Signed-off-by: sarthakpati <[email protected]>

* updated plan to pick the new names

Signed-off-by: sarthakpati <[email protected]>

* new key name

Signed-off-by: sarthakpati <[email protected]>

* allow the ability to pass a file to `gandlf_config_dict` in addition to fully-fledged parameters

Signed-off-by: sarthakpati <[email protected]>

* checking this differently

Signed-off-by: sarthakpati <[email protected]>

* rename variable for clarity

Signed-off-by: sarthakpati <[email protected]>

---------

Signed-off-by: sarthakpati <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

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

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Introduced shard descriptor based collaborator private attributes

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Adding batch size for train, and test in config.yaml file
Files modified:
1. config.yaml
2. mnist_shard_descriptor.py
3. Workflow_Interface_101_MNIST.ipynb
4. participants.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Introducing multiple config yaml files

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removing unnecessary config.yaml file.

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added collaborator private atribute delayed initialization
for local_runtime

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Incorporated review comments

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added multi-pricessing ray backend support and, aggregator yaml file

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updated multi-processing code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* RayExecutor class moved from participants.py to localruntime.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* RayExecytor moved from interface/pariticipants.py to
runtime/local_runtime.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added Aggregator private attribute initialation in runtime

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed unnecessary import statements

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Code cleaned up, validated checkpoints manually

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Refactored, and added some new doc string

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved Flake8 instructions

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Recusrsion removal + Serialization removal integrated

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Incoporated Review Comments

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed configuration YAML files, and
added functionality to initialize private attributes by calling a
callback function created by end-user

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed commented code

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Implemented new approach, two example files given
1. Workflow_Interface_101_MNIST.py
2. Workflow_Interface_301_MNIST_Watermarking.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Internal Review Comments Incorporated

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* No private attributes are required

If private attributes are not provided, by default take an empty dictionary no need to pass a callable function.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update participants.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added a check for GPU Resource Allocation

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified error message for resource allocation

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved bug found during testing phase

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifide all the test cases, and following tutorials
1. Privacy Meter
2. FedProx

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added following test cases:
1. Workflow_Interface_101_MNIST.ipynb
2. Workflow_Interface_102_Aggregator_Validation.ipynb
3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added Global_DP tutorials.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added tutorial Workflow-Interface_201_Exclusive_GPUs_with_Ray.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified documentation for Workflow_Interface_201 tutorial.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* fixed flake-8 errors

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* reverted import module code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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
...

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* 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)

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* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Update README.md

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* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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* Add Logo (#827)

* Add Logo

* Update README.md

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* 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:
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    2. Some icons that do not exist in the new font cannot be displayed properly.

    Fixes securefederatedai#799

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    Signed-off-by: Wu, Caili <[email protected]>

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

* Update ci config

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* Add unit test for following files

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

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* Add some test cases for databases module

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* Fix bugs for databases module unittest

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* Update unit tests for component module

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* Restore workflow config and update some comments

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

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* Remove plan to new dir.

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* Remove plan to new dir.

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* Add aggregator start test cases.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format code.

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* Refactor code.

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* Add collaborator start test cases.

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* Add 1 collaborator test case.

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* Format with flake8

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* Remove TODO comments

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---------

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* 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

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    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* 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

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* Refactor read_csr function to use get_csr_hash

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* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

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* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

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            Co-authored-by: Wu, Caili <[email protected]>
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            Signed-off-by: Wu, Caili <[email protected]>

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* 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 <[email protected]>
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* [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 <[email protected]>
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* Update README.md

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* 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 <[email protected]>

---------

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* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
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* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

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---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
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* 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:
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Signed-off-by: dependabot[bot] <[email protected]>
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* 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)

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Signed-off-by: dependabot[bot] <[email protected]>
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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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

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* Fix paths

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* Fix paths

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* Fix breaking tests

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* Add compatible onnx version to requirements.txt file

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* Fix wrong csv file name

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* Fix wrong csv file name

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* Fix wrong names in workflow file

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* Fix wrong data path

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* Fix lint in test_gandlf.py

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* Fix lint errors

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---------

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

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* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

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* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

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* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
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* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <[email protected]>
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* Resolving merge conflicts in local-runtime.py

Integrated aggregator as stateful actor branch, tested.

Signed-off-by: Parth Mandaliya <[email protected]>

--------
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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* Merged changes of remove-torch-dependency branch

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update setup.py

Upgrading protobuf to 3.20.3 as per tensorboard requirement

Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving merge conflicts

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Update RMSProp optimizer import

Signed-off-by: Patrick Foley <[email protected]>

* flake8

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>

* revert experimental Adam to legacy (#863)

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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Signed-off-by: dependabot[bot] <[email protected]>

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* Update Adam Optimizer import

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Fixed breaking backages

Signed-off-by: Patrick Foley <[email protected]>

* Add quiet flag back to pip install

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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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nammbash pushed a commit to nammbash/openfl that referenced this pull request Feb 27, 2024
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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifide all the test cases, and following tutorials
1. Privacy Meter
2. FedProx

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added following test cases:
1. Workflow_Interface_101_MNIST.ipynb
2. Workflow_Interface_102_Aggregator_Validation.ipynb
3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* Modified and Added Global_DP tutorials.

Signed-off-by: Parth Mandaliya <[email protected]>
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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added tutorial Workflow-Interface_201_Exclusive_GPUs_with_Ray.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified documentation for Workflow_Interface_201 tutorial.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* fixed flake-8 errors

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* reverted import module code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* 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 <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <[email protected]>

* 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)

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- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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* build(deps): bump tensorflow

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- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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- [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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- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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nammbash pushed a commit to nammbash/openfl that referenced this pull request Feb 27, 2024
* Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

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* Update ROADMAP.md (#765)

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* Update README.md

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* Update GOVERNANCE.md

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* Update ROADMAP.md (#785)

Typos

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* Updated integrations to GaNDLF (#781)

* renaming loader and runner

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* updated plan to pick the new names

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* new key name

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* allow the ability to pass a file to `gandlf_config_dict` in addition to fully-fledged parameters

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* checking this differently

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* rename variable for clarity

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---------

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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Introduced shard descriptor based collaborator private attributes

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* Adding batch size for train, and test in config.yaml file
Files modified:
1. config.yaml
2. mnist_shard_descriptor.py
3. Workflow_Interface_101_MNIST.ipynb
4. participants.py

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* Introducing multiple config yaml files

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* Removing unnecessary config.yaml file.

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* Added collaborator private atribute delayed initialization
for local_runtime

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* Incorporated review comments

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* Added multi-pricessing ray backend support and, aggregator yaml file

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* Updated multi-processing code

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* RayExecutor class moved from participants.py to localruntime.py

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* RayExecytor moved from interface/pariticipants.py to
runtime/local_runtime.py

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* Added Aggregator private attribute initialation in runtime

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* Removed unnecessary import statements

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* Code cleaned up, validated checkpoints manually

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* Refactored, and added some new doc string

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* Resolved Flake8 instructions

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* Recusrsion removal + Serialization removal integrated

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* Incoporated Review Comments

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* Removed configuration YAML files, and
added functionality to initialize private attributes by calling a
callback function created by end-user

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* Removed commented code

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* Implemented new approach, two example files given
1. Workflow_Interface_101_MNIST.py
2. Workflow_Interface_301_MNIST_Watermarking.py

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* Internal Review Comments Incorporated

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* No private attributes are required

If private attributes are not provided, by default take an empty dictionary no need to pass a callable function.

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* Update participants.py

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* Added a check for GPU Resource Allocation

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* Modified error message for resource allocation

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* Resolved bug found during testing phase

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* Modifide all the test cases, and following tutorials
1. Privacy Meter
2. FedProx

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* Added following test cases:
1. Workflow_Interface_101_MNIST.ipynb
2. Workflow_Interface_102_Aggregator_Validation.ipynb
3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

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* Modified and Added Global_DP tutorials.

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* Modified and Added tutorial Workflow-Interface_201_Exclusive_GPUs_with_Ray.ipynb

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* Modified documentation for Workflow_Interface_201 tutorial.

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Signed-off-by: ParthM-GitHub <[email protected]>
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* fixed flake-8 errors

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* reverted import module code

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* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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---------

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Signed-off-by: Parth Mandaliya <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

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* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

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* Remove plan to new dir.

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* Add aggregator start test cases.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format code.

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* Refactor code.

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* Add collaborator start test cases.

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* Add 1 collaborator test case.

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* Format with flake8

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* Remove TODO comments

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---------

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Co-authored-by: Wang, Wenjie <[email protected]>
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* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
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Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
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* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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
...

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Signed-off-by: Parth Mandaliya <[email protected]>

* 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
...

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* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Update README.md

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* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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---------

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* Add Logo (#827)

* Add Logo

* Update README.md

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* 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

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    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* Update unit tests to improve code coverage (#821)

* Update ci config

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* Add unit test for following files

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

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* Add some test cases for databases module

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* Fix bugs for databases module unittest

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* Update unit tests for component module

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* Restore workflow config and update some comments

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

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* Remove plan to new dir.

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* Remove plan to new dir.

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* Add aggregator start test cases.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format code.

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* Refactor code.

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* Add collaborator start test cases.

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* Add 1 collaborator test case.

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* Format with flake8

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* Remove TODO comments

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* 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

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    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

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* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
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* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

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            Co-authored-by: Wu, Caili <[email protected]>
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* 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 <[email protected]>
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* [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

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* Update README.md

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

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* [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

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* 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

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Fixes #798

Co-authored-by: Beverly Klemme <[email protected]>
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Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

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* 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)

---
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Signed-off-by: dependabot[bot] <[email protected]>
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* 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)

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Signed-off-by: dependabot[bot] <[email protected]>
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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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

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* Fix paths

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* Fix paths

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* Fix breaking tests

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* Add compatible onnx version to requirements.txt file

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* Fix wrong csv file name

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* Fix wrong csv file name

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* Fix wrong names in workflow file

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* Fix wrong data path

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* Fix lint in test_gandlf.py

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* Fix lint errors

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

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* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <[email protected]>

* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

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* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
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* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <[email protected]>
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* Resolving merge conflicts in local-runtime.py

Integrated aggregator as stateful actor branch, tested.

Signed-off-by: Parth Mandaliya <[email protected]>

--------
Signed-off-by: Parth Mandaliya <[email protected]>

* 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:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>
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* Merged changes of remove-torch-dependency branch

Signed-off-by: Parth Mandaliya <[email protected]>
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* Update setup.py

Upgrading protobuf to 3.20.3 as per tensorboard requirement

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* Resolving merge conflicts

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
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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)

---
updated-dependencies:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>

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* Update RMSProp optimizer import

Signed-off-by: Patrick Foley <[email protected]>

* flake8

Signed-off-by: Patrick Foley <[email protected]>

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Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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Signed-off-by: dependabot[bot] <[email protected]>

* revert experimental Adam to legacy (#863)

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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Signed-off-by: dependabot[bot] <[email protected]>

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* Update Adam Optimizer import

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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Signed-off-by: dependabot[bot] <[email protected]>

* Fixed breaking backages

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* Add quiet flag back to pip install

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
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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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...

Signed-off-by: dependabot[bot] <[email protected]>

* Use legacy RMSprop optimizer

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
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* Accessibility color contrast fixes (#864)

* Fix incorrectly formatted link in docs

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* 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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* 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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* 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

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- [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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* 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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* Update requirements.txt

to retrigger CI

* Update requirements.txt

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nammbash pushed a commit to nammbash/openfl that referenced this pull request Feb 29, 2024
* Fix flake8 error in local runtime (#764)

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* Removes unnecessary dict comprehension

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Typos

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3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

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* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

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* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

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* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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---------

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* Add Logo (#827)

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* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
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* Update unit tests to improve code coverage (#821)

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format with flake8

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* Remove TODO comments

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---------

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* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
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Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

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

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

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
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* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
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* Update README.md

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

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* 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 <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

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* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

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* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

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Co-authored-by: kta-intel <[email protected]>
Co-authored-by: Mansi Sharma <[email protected]>
Co-authored-by: Mansi Sharma <[email protected]>
Co-authored-by: Sachin Gupta <[email protected]>
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Signed-off-by: nammbash <[email protected]>
nammbash pushed a commit to nammbash/openfl that referenced this pull request Feb 29, 2024
* Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* Update ROADMAP.md (#765)

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Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update GOVERNANCE.md

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update ROADMAP.md (#785)

Typos

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updated integrations to GaNDLF (#781)

* renaming loader and runner

Signed-off-by: sarthakpati <[email protected]>

* updated plan to pick the new names

Signed-off-by: sarthakpati <[email protected]>

* new key name

Signed-off-by: sarthakpati <[email protected]>

* allow the ability to pass a file to `gandlf_config_dict` in addition to fully-fledged parameters

Signed-off-by: sarthakpati <[email protected]>

* checking this differently

Signed-off-by: sarthakpati <[email protected]>

* rename variable for clarity

Signed-off-by: sarthakpati <[email protected]>

---------

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Introduced shard descriptor based collaborator private attributes

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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Adding batch size for train, and test in config.yaml file
Files modified:
1. config.yaml
2. mnist_shard_descriptor.py
3. Workflow_Interface_101_MNIST.ipynb
4. participants.py

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* Introducing multiple config yaml files

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Removing unnecessary config.yaml file.

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Added collaborator private atribute delayed initialization
for local_runtime

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* Incorporated review comments

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* Added multi-pricessing ray backend support and, aggregator yaml file

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Updated multi-processing code

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Signed-off-by: ParthM-GitHub <[email protected]>
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* RayExecutor class moved from participants.py to localruntime.py

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* RayExecytor moved from interface/pariticipants.py to
runtime/local_runtime.py

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* Added Aggregator private attribute initialation in runtime

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* Removed unnecessary import statements

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Code cleaned up, validated checkpoints manually

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* Refactored, and added some new doc string

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Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* Resolved Flake8 instructions

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Recusrsion removal + Serialization removal integrated

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Incoporated Review Comments

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed configuration YAML files, and
added functionality to initialize private attributes by calling a
callback function created by end-user

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed commented code

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Implemented new approach, two example files given
1. Workflow_Interface_101_MNIST.py
2. Workflow_Interface_301_MNIST_Watermarking.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
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* Internal Review Comments Incorporated

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* No private attributes are required

If private attributes are not provided, by default take an empty dictionary no need to pass a callable function.

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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update participants.py

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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added a check for GPU Resource Allocation

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Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* Modified error message for resource allocation

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Signed-off-by: ParthM-GitHub <[email protected]>
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* Resolved bug found during testing phase

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Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifide all the test cases, and following tutorials
1. Privacy Meter
2. FedProx

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added following test cases:
1. Workflow_Interface_101_MNIST.ipynb
2. Workflow_Interface_102_Aggregator_Validation.ipynb
3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added Global_DP tutorials.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added tutorial Workflow-Interface_201_Exclusive_GPUs_with_Ray.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified documentation for Workflow_Interface_201 tutorial.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* fixed flake-8 errors

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* reverted import module code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Update README.md

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* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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---------

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* Add Logo (#827)

* Add Logo

* Update README.md

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* 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

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    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* Update unit tests to improve code coverage (#821)

* Update ci config

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* Add unit test for following files

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

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* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

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

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* Remove plan to new dir.

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* Remove plan to new dir.

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* Add aggregator start test cases.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

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* Format with flake8

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* Remove TODO comments

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* 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 <[email protected]>
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    Signed-off-by: Jiang, Jiaqiu <[email protected]>
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    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
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* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
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            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
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* [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 <[email protected]>
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* Update README.md

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* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
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Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
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* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
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* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
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* 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)

---
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Signed-off-by: dependabot[bot] <[email protected]>
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* 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)

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updated-dependencies:
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Signed-off-by: dependabot[bot] <[email protected]>
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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

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

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* Fix paths

Signed-off-by: Patrick Foley <[email protected]>

* Fix paths

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* Fix breaking tests

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* Add compatible onnx version to requirements.txt file

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* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong names in workflow file

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong data path

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint in test_gandlf.py

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint errors

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
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* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid (#841)

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* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <[email protected]>

* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

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* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving merge conflicts in local-runtime.py

Integrated aggregator as stateful actor branch, tested.

Signed-off-by: Parth Mandaliya <[email protected]>

--------
Signed-off-by: Parth Mandaliya <[email protected]>

* 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:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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* Merged changes of remove-torch-dependency branch

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update setup.py

Upgrading protobuf to 3.20.3 as per tensorboard requirement

Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving merge conflicts

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

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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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

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* Update RMSProp optimizer import

Signed-off-by: Patrick Foley <[email protected]>

* flake8

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>

* revert experimental Adam to legacy (#863)

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Update Adam Optimizer import

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Fixed breaking backages

Signed-off-by: Patrick Foley <[email protected]>

* Add quiet flag back to pip install

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Use legacy RMSprop optimizer

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility color contrast fixes (#864)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

* 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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---------

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---
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- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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psfoley added a commit that referenced this pull request Mar 1, 2024
* Federated Runtime v1.0
experimental Aggregator and Collaborator in working condition

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---------

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

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* Issue 506 Added Example using FedProx (#818)

* created new ineractive_api dir to hold pytorch fedprox mnist example

corrected files

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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

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Fixes: #506

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

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* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
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Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
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* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

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* 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:
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* 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:
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Signed-off-by: dependabot[bot] <[email protected]>
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* Update GaNDLF repo location and test CI with master branch

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* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <[email protected]>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <[email protected]>

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

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* Fix paths

Signed-off-by: Patrick Foley <[email protected]>

* Fix paths

Signed-off-by: Patrick Foley <[email protected]>

* Fix breaking tests

Signed-off-by: Patrick Foley <[email protected]>

* Add compatible onnx version to requirements.txt file

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong names in workflow file

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong data path

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint in test_gandlf.py

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint errors

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
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* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid (#841)

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* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

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* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <[email protected]>

* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added licensing information to all experimental workspaces

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Made changes to LocalRuntime, and tested

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

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Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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* Selected collaborators functionality added, test workspace of the same
is work-progress.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Selected collaborator testcases included with this commit.

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Signed-off-by: Parth Mandaliya <[email protected]>

* Testcase private attributes workspace added with this commit.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Aggregator shutdown related changes are done in this commit

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update testflow_subset_of_collaborators.py

Updated subset of collaborators testcase

Signed-off-by: Parth Mandaliya <[email protected]>

* Modified subset of collaborators testcase.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
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* Add files via upload

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

---
updated-dependencies:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>

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* Update RMSProp optimizer import

Signed-off-by: Patrick Foley <[email protected]>

* flake8

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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...

Signed-off-by: dependabot[bot] <[email protected]>

* revert experimental Adam to legacy (#863)

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

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* Update Adam Optimizer import

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Fixed breaking backages

Signed-off-by: Patrick Foley <[email protected]>

* Add quiet flag back to pip install

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

---
updated-dependencies:
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...

Signed-off-by: dependabot[bot] <[email protected]>

* Use legacy RMSprop optimizer

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
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* Accessibility color contrast fixes (#864)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

* 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

Signed-off-by: Francis Storr <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
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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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* External Loop Functionality Added

External Loop Functionality Added

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* External Loop Functionality Added

External Loop Functionality Added

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* External Loop Functionality Added

External Loop Functionality Added

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifying temp.sh for 2 collaborators.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update aggregator.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* FQDN switched to localhost

FQDN switched to localhost

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Install experimental requirements while activating experimental openfl commands.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update experimental-requirements.txt

Added ray 2.2.0 to experimental-requirements.txt file

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update requirements_workflow_interface.txt

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update requirements_workflow_interface.txt

Updated experimental tutorials requirements.txt file

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updating 201 GPUs tutorial

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Excluding 'experimental' directory from workspace templates

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update 101 tutorial data.yaml

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update resources.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified get_number_of_gpus function

Modify get_number_of_gpus function

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Update sd_requirements.txt

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

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Update requirements.txt

to retrigger CI

* Update requirements.txt

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* This commit brings following changes:
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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:
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2. Added dependecy related changes

Signed-off-by: Parth Mandaliya <[email protected]>
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* Removing unnecessary logs

Removing unnecessary logs

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update collaborator.py

Removing unnecessary logs

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
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* Incoporated review comments

Signed-off-by: Parth Mandaliya <[email protected]>
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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

Signed-off-by: Parth Mandaliya <[email protected]>
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* Removing unnecessary comments

Signed-off-by: Parth Mandaliya <[email protected]>
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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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* 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

Signed-off-by: Parth Mandaliya <[email protected]>
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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

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* Update data.yaml

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

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* Update flow.py

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* Update flow.py

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

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

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* Find aggregator, and collaborator arguments

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* Modifying arguments help

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

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

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

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* Removing round number constant argument from 301 MNIST WATERMARKING

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* * 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.

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* Modified get_collaborator_args function

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

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

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* Added documentation and inline comments for workspace_builder

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* Added libraries required by WorkspaceBuilder

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

* Update Tensorflow to latest, finally update grpcio/protobuf

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* Lint issue fix and missing tf reference

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* pyzmq version fixed

* fix taskrunner tests for windows

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* fix taskrunner test syntax for windows

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* adding user option to workspace pip install requirements for windows

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* fix windows CI test

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* testing virtual env for windows github actions

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* testing virtual env for windows github actions

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* testing virtual env for windows github actions

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* testing venv for windows

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* 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

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* Fix windows encoding

* Fix Windows encoding

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* Add FL plan description to documentation (#872)

* Add plan description to documentation

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* fix indentation

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* Apply suggestions from code review

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---------

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* Resolve Coverity Issues (#874)

* Fix coverity issues

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

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* Fixed flake8 issues

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* Fixed flake8 issues in test/experimental directory

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* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

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* Font styling, color contrast, other accessibility updates

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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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---------

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Signed-off-by: Parth Mandaliya <[email protected]>
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* 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+

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* uncommenting installations for consistency with other tutorials

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* fixing 301_MNIST_Watermarking tutorial FedAvg

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* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

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* Switching to py38 kernel and clearing cell outputs

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---------

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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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* 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+

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* uncommenting installations for consistency with other tutorials

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* fixing 301_MNIST_Watermarking tutorial FedAvg

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* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

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* Switching to py38 kernel and clearing cell outputs

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---------

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* Update EdenPipeline in the documentation (#877)

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* Fixed flake8 issues

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

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

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* 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+

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* uncommenting installations for consistency with other tutorials

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* fixing 301_MNIST_Watermarking tutorial FedAvg

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* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

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* Switching to py38 kernel and clearing cell outputs

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---------

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---------

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* 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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* Update ROADMAP.md (#878)

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* 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 <[email protected]>

* 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.

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

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* 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

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* 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.

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* VFL 2 party example

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* 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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manuelhsantana pushed a commit that referenced this pull request Jul 10, 2024
* Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
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* Update ROADMAP.md (#765)

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* Update README.md

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* Update GOVERNANCE.md

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* Update ROADMAP.md (#785)

Typos

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* Updated integrations to GaNDLF (#781)

* renaming loader and runner

Signed-off-by: sarthakpati <[email protected]>

* updated plan to pick the new names

Signed-off-by: sarthakpati <[email protected]>

* new key name

Signed-off-by: sarthakpati <[email protected]>

* allow the ability to pass a file to `gandlf_config_dict` in addition to fully-fledged parameters

Signed-off-by: sarthakpati <[email protected]>

* checking this differently

Signed-off-by: sarthakpati <[email protected]>

* rename variable for clarity

Signed-off-by: sarthakpati <[email protected]>

---------

Signed-off-by: sarthakpati <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

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

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Introduced shard descriptor based collaborator private attributes

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Adding batch size for train, and test in config.yaml file
Files modified:
1. config.yaml
2. mnist_shard_descriptor.py
3. Workflow_Interface_101_MNIST.ipynb
4. participants.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Introducing multiple config yaml files

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removing unnecessary config.yaml file.

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added collaborator private atribute delayed initialization
for local_runtime

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Incorporated review comments

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added multi-pricessing ray backend support and, aggregator yaml file

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updated multi-processing code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* RayExecutor class moved from participants.py to localruntime.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* RayExecytor moved from interface/pariticipants.py to
runtime/local_runtime.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added Aggregator private attribute initialation in runtime

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed unnecessary import statements

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Code cleaned up, validated checkpoints manually

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Refactored, and added some new doc string

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved Flake8 instructions

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Recusrsion removal + Serialization removal integrated

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Incoporated Review Comments

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed configuration YAML files, and
added functionality to initialize private attributes by calling a
callback function created by end-user

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removed commented code

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Implemented new approach, two example files given
1. Workflow_Interface_101_MNIST.py
2. Workflow_Interface_301_MNIST_Watermarking.py

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Internal Review Comments Incorporated

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* No private attributes are required

If private attributes are not provided, by default take an empty dictionary no need to pass a callable function.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update participants.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added a check for GPU Resource Allocation

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified error message for resource allocation

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved bug found during testing phase

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifide all the test cases, and following tutorials
1. Privacy Meter
2. FedProx

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added following test cases:
1. Workflow_Interface_101_MNIST.ipynb
2. Workflow_Interface_102_Aggregator_Validation.ipynb
3. Workflow_Interface_301_MNIST_Watermarking.ipynb
4. Workflow_Interface_201_Exclusive_GPUs_with_Ray.ipynb
5. Workflow_Interface_103_Cyclic_Institutional_Incremental_Learning.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added Global_DP tutorials.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified and Added tutorial Workflow-Interface_201_Exclusive_GPUs_with_Ray.ipynb

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified documentation for Workflow_Interface_201 tutorial.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* fixed flake-8 errors

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* reverted import module code

Signed-off-by: ParthM-GitHub <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolved merge conflicts in local_runtime.py
---------
Fix flake8 error in local runtime (#764)

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

* Removes unnecessary dict comprehension

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
---------

Signed-off-by: Parth Mandaliya <[email protected]>

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* 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 <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

* fixup! Fix warnings and issues in docs

Signed-off-by: Aleksander Kantak <[email protected]>

---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

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

* Update ci config

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add unit test for following files

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add some test cases for databases module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Fix bugs for databases module unittest

Signed-off-by: Fang, Xiaoran <[email protected]>

* Update unit tests for component module

Signed-off-by: Fang, Xiaoran <[email protected]>

* Restore workflow config and update some comments

Signed-off-by: Fang, Xiaoran <[email protected]>

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

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove plan to new dir.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add aggregator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 2 aggregator test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 aggregator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Refactor code.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add collaborator start test cases.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Add 1 collaborator test case.

Signed-off-by: Fang, Xiaoran <[email protected]>

* Format with flake8

Signed-off-by: Fang, Xiaoran <[email protected]>

* Remove TODO comments

Signed-off-by: Fang, Xiaoran <[email protected]>

---------

Signed-off-by: Fang, Xiaoran <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
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* 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:
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  dependency-type: direct:production
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Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <[email protected]>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <[email protected]>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <[email protected]>

* Update GaNDLF repo location and test CI with master branch

Signed-off-by: Patrick Foley <[email protected]>

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

Signed-off-by: Patrick Foley <[email protected]>

* Fix paths

Signed-off-by: Patrick Foley <[email protected]>

* Fix paths

Signed-off-by: Patrick Foley <[email protected]>

* Fix breaking tests

Signed-off-by: Patrick Foley <[email protected]>

* Add compatible onnx version to requirements.txt file

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong csv file name

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong names in workflow file

Signed-off-by: Patrick Foley <[email protected]>

* Fix wrong data path

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint in test_gandlf.py

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint errors

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Fang, Xiaoran <[email protected]>
Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
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Signed-off-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Yi CAO <[email protected]>
Co-authored-by: Sarthak Pati <[email protected]>
Co-authored-by: Prashant Shah <[email protected]>
Co-authored-by: akantak <[email protected]>
Co-authored-by: wangleflex <[email protected]>
Co-authored-by: He, Dan H <[email protected]>
Co-authored-by: xiaoranf <[email protected]>
Co-authored-by: Wang, Wenjie <[email protected]>
Co-authored-by: Lei5 Chen <[email protected]>
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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fix GaNDLF documentation links (#842)

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <[email protected]>

* Fix links in GaNDLF Documentation

* Fixed GaNDLF rst issues. Add sphinxcontrib-mermaid

Signed-off-by: Patrick Foley <[email protected]>

* Fix links in GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fix incorrectly formatted link in docs (#839)

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving merge conflicts in local-runtime.py

Integrated aggregator as stateful actor branch, tested.

Signed-off-by: Parth Mandaliya <[email protected]>

--------
Signed-off-by: Parth Mandaliya <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: Parth Mandaliya <[email protected]>

* Merged changes of remove-torch-dependency branch

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update setup.py

Upgrading protobuf to 3.20.3 as per tensorboard requirement

Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving merge conflicts

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Update RMSProp optimizer import

Signed-off-by: Patrick Foley <[email protected]>

* flake8

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* revert experimental Adam to legacy (#863)

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Kevin Ta <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Update Adam Optimizer import

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Fixed breaking backages

Signed-off-by: Patrick Foley <[email protected]>

* Add quiet flag back to pip install

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Use legacy RMSprop optimizer

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility color contrast fixes (#864)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

* 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

Signed-off-by: Francis Storr <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Update sd_requirements.txt

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

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Patrick Foley <[email protected]>
Co-authored-by: kta-intel <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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)

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

Signed-off-by: dependabot[bot] <[email protected]>

* Update requirements.txt

to retrigger CI

* Update requirements.txt

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Kevin Ta <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update Tensorflow to latest, finally update grpcio/protobuf

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* Lint issue fix and missing tf reference

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* Fix windows encoding

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* Add FL plan description to documentation (#872)

* Add plan description to documentation

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* fix indentation

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* Apply suggestions from code review

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* Resolved flake8 issues

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* GPU Added for aggregator
Fixed issue in 103 Cyclic Institutional Incremental Learning tutorial

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* Resolve Coverity Issues (#874)

* Fix coverity issues

* Resolve remaining coverity issues

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

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* Update

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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+

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* uncommenting installations for consistency with other tutorials

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* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

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* Switching to py38 kernel and clearing cell outputs

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---------

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---------

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* Resolved merge conflicts in tests/github/experimental/testflow_datastore_cli.py

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

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

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* Update EdenPipeline in the documentation (#877)

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* WIP: CI Scans (#873)

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* Update Hadolint threshold to flag errors only

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* Update ROADMAP.md (#878)

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* lint fixes

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manuelhsantana pushed a commit that referenced this pull request Jul 10, 2024
* Federated Runtime v1.0
experimental Aggregator and Collaborator in working condition

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added test, and mnist experimental workspaces working prototype

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Second half of integration installment.

Remaning:
   Integration of data.yaml file.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removing unnecessary directory my_federation.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added function for test workspace

Signed-off-by: Parth Mandaliya <[email protected]>
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* Added include_exclude testcase workspace.

Signed-off-by: Parth Mandaliya <[email protected]>
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* Default execution workspace is mnist.

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* data.yaml changes are integrated with this update.

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* Running a federation with GaNDLF Documentation (#794)

* Initial commit of Running the federation with GaNDLF Documentation

Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

Co-authored-by: Sarthak Pati <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update docs/running_the_federation_with_gandlf.rst

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* Update README.md

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

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* Fix Flake8 C419 for Ubuntu CI (#800)

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

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* Update README.md

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* Fix warnings and issues in docs (#825)

* Fix warnings and issues in docs

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* fixup! Fix warnings and issues in docs

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---------

Signed-off-by: Aleksander Kantak <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* Add Logo (#827)

* Add Logo

* Update README.md

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* 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

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    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
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* Update unit tests to improve code coverage (#821)

* Update ci config

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* Add unit test for following files

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

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* Add some test cases for databases module

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* Fix bugs for databases module unittest

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* Update unit tests for component module

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* Restore workflow config and update some comments

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

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* Remove plan to new dir.

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* Remove plan to new dir.

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* Add aggregator start test cases.

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* Add 2 aggregator test cases.

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* Add 1 aggregator test case.

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* Format code.

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* Refactor code.

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* Add collaborator start test cases.

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* Add 1 collaborator test case.

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* Format with flake8

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* Remove TODO comments

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---------

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Co-authored-by: Wang, Wenjie <[email protected]>
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* 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 <[email protected]>
    Signed-off-by: He, Dan H <[email protected]>
    Signed-off-by: Jiang, Jiaqiu <[email protected]>
    Signed-off-by: Li, Qingqing <[email protected]>
    Signed-off-by: Wang, Le <[email protected]>
    Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>

* Refactor read_csr function to use get_csr_hash

Signed-off-by: Grant Baker <[email protected]>

* Ask to check hashes before prompt

---------

Signed-off-by: Grant Baker <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Patrick Foley <[email protected]>

* Improve workspace requirements import (#810)

Remove the dump_requirement_file operation in export_ method.

            Fixes securefederatedai#767

            Co-authored-by: Li, Qingqing <[email protected]>
            Co-authored-by: Wu, Caili <[email protected]>
            Signed-off-by: He, Dan H <[email protected]>
            Signed-off-by: Jiang, Jiaqiu <[email protected]>
            Signed-off-by: Li, Qingqing <[email protected]>
            Signed-off-by: Wang, Le <[email protected]>
            Signed-off-by: Wu, Caili <[email protected]>

Signed-off-by: He, Dan H <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
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* [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 <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>

* Update README.md

Signed-off-by: Beverly Klemme <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Klemme, Beverly <[email protected]>
Signed-off-by: Baker, Grant <[email protected]>
Signed-off-by: ELizabeth Simon, Neethu <[email protected]>
Signed-off-by: Jillela, Emmanuel <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Signed-off-by: Elizabeth Simon, Neethu <[email protected]>
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* [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 <[email protected]>
Co-authored-by: Emmanuel Jillela <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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 <[email protected]>
Co-authored-by: Grant Baker <[email protected]>

Signed-off-by: Yi CAO <[email protected]>

* reduced requirements.txt in workspace

Signed-off-by: Beverly Klemme <[email protected]>

---------

Signed-off-by: Yi CAO <[email protected]>
Signed-off-by: Beverly Klemme <[email protected]>
Co-authored-by: Yi CAO <[email protected]>
Signed-off-by: Patrick Foley <[email protected]>

* 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] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Patrick Foley <[email protected]>

* 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)

---
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- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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- [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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Signed-off-by: dependabot[bot] <[email protected]>

* Update sd_requirements.txt

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- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
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to retrigger CI

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Signed-off-by: Parth Mandaliya <[email protected]>

* Update requirements_privacy_meter.txt

torch 1.13.1 requires torchvision 0.14.1 not 0.14.0

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update Workflow_Interface_VFL_Two_Party

Added actor related changed to Workflow_Interface_VFL_Two_Party

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update Workflow_Interface_104_Keras_MNIST_with_GPU.ipynb

Removing GPU parameter from collaborator decorator.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update resources.py

Updated get_number_of_gpus function

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updating import statement

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fixed flake8 issues and typos

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Adding N-level arguments functionality

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update workflow_interface.rst

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolving last few TODO items.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Updated logs to provide exact information to user.

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update data.yaml

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update flow.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update flow.py

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Find aggregator, and collaborator arguments

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modifying arguments help

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Removing round number constant argument from 301 MNIST WATERMARKING

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* * 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 <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Modified get_collaborator_args function

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added documentation and inline comments for workspace_builder

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Added libraries required by WorkspaceBuilder

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

* Update Tensorflow to latest, finally update grpcio/protobuf

Signed-off-by: Patrick Foley <[email protected]>

* Lint issue fix and missing tf reference

Signed-off-by: Patrick Foley <[email protected]>

* pyzmq version fixed

* fix taskrunner tests for windows

Signed-off-by: Mansi Sharma <[email protected]>

* fix taskrunner test syntax for windows

Signed-off-by: Mansi Sharma <[email protected]>

* adding user option to workspace pip install requirements for windows

Signed-off-by: Mansi Sharma <[email protected]>

* fix windows CI test

Signed-off-by: Mansi Sharma <[email protected]>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <[email protected]>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <[email protected]>

* testing virtual env for windows github actions

Signed-off-by: Mansi Sharma <[email protected]>

* testing venv for windows

Signed-off-by: Mansi Sharma <[email protected]>

* 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 <[email protected]>

* Fix windows encoding

* Fix Windows encoding

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Mansi Sharma <[email protected]>
Co-authored-by: Mansi Sharma <[email protected]>
Co-authored-by: Mansi Sharma <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Add FL plan description to documentation (#872)

* Add plan description to documentation

Signed-off-by: Mansi Sharma <[email protected]>

* fix indentation

Signed-off-by: Mansi Sharma <[email protected]>

* Apply suggestions from code review

Co-authored-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Mansi Sharma <[email protected]>
Co-authored-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Resolve Coverity Issues (#874)

* Fix coverity issues

* Resolve remaining coverity issues

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fixed flake8 issues

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fixed flake8 issues in test/experimental directory

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Accessibility updates (#861)

* Fix incorrectly formatted link in docs

Signed-off-by: Francis Storr <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Francis Storr <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: kta-intel <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: kta-intel <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update EdenPipeline in the documentation (#877)

Signed-off-by: Amit Portnoy <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Fixed flake8 issues

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* uncommenting installations for consistency with other tutorials

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarking tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* fixing 301_MNIST_Watermarki
ng tutorial FedAvg

Signed-off-by: kta-intel <[email protected]>

* Switching to py38 kernel and clearing cell outputs

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: kta-intel <[email protected]>

---------

Signed-off-by: Parth Mandaliya <[email protected]>

* WIP: CI Scans (#873)

* Initial scans commit for bandit, hadolint, trivy

Signed-off-by: Patrick Foley <[email protected]>

* Address bandit scan results

Signed-off-by: Patrick Foley <[email protected]>

* Fix Trivy action

Signed-off-by: Patrick Foley <[email protected]>

* Fix linting

Signed-off-by: Patrick Foley <[email protected]>

* Add Coverity Badge

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

* Update Hadolint threshold to flag errors only

Signed-off-by: Patrick Foley <[email protected]>

---------

Signed-off-by: Patrick Foley <[email protected]>
Signed-off-by: Parth Mandaliya <[email protected]>

* Update ROADMAP.md (#878)

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* 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 <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>

* Uncommeted pip install libraries

Signed-off-by: Parth Mandaliya <[email protected]>

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

Signed-off-by: Parth Mandaliya <[email protected]>

* Modifed documentation in 1001 tutorial

Signed-off-by: Parth Mandaliya <[email protected]>

* Modified documentation in 1001 tutorial

Signed-off-by: Parth Mandaliya <[email protected]>

* 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 <[email protected]>

* VFL 2 party example

Signed-off-by: Mansi Sharma <[email protected]>

* participant names to lowercase and changes to instructions

Signed-off-by: Mansi Sharma <[email protected]>

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

Signed-off-by: Patrick Foley <[email protected]>

* Remove duplicate files in openfl.experimental

Signed-off-by: Patrick Foley <[email protected]>

* Trigger CI

Signed-off-by: Patrick Foley <[email protected]>

* Moving test to be conditional

Signed-off-by: Patrick Foley <[email protected]>

* Fix inconsistent use of enumerate in loops

Signed-off-by: Patrick Foley <[email protected]>

* Fixing tests

Signed-off-by: Patrick Foley <[email protected]>

* Accomodate conversion of names to lower case

Signed-off-by: Patrick Foley <[email protected]>

* Missing torchvision dependency in tests

Signed-off-by: Patrick Foley <[email protected]>

* Fix lint issues

Signed-off-by: Patrick Foley <[email protected]>

---------

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Co-authored-by: kta-intel <[email protected]>
Co-authored-by: porteratzo <[email protected]>
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