From 3dc1b52b8d1b2f0c5c838f7267a0b409a13f255a Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Wed, 24 Dec 2025 22:10:46 -0800 Subject: [PATCH 01/46] add new doc structure --- docs/deployment.rst | 52 +++++++++++++++++++++++++++++++++++++++++++++ docs/develop.rst | 36 +++++++++++++++++++++++++++++++ docs/index.rst | 9 ++++++++ docs/simulation.rst | 8 +++++++ 4 files changed, 105 insertions(+) create mode 100644 docs/deployment.rst create mode 100644 docs/develop.rst create mode 100644 docs/simulation.rst diff --git a/docs/deployment.rst b/docs/deployment.rst new file mode 100644 index 0000000000..d6ca695042 --- /dev/null +++ b/docs/deployment.rst @@ -0,0 +1,52 @@ +.. _how_to_deploy_guide: + +################################################### +How To Deploy FLARE Guide +################################################### + +Provision +---------- +.. toctree:: + :maxdepth: 2 + + user_guide/core_concepts/application + user_guide/core_concepts/job + user_guide/core_concepts/workspace + user_guide/admin_guide/index + user_guide/data_scientist_guide/index + user_guide/researcher_guide/index + user_guide/nvflare_cli/nvflare_cli + user_guide/confidential_computing/index + user_guide/edge_development/index + +Deployment +---------- + +.. toctree:: + :maxdepth: 3 + + +Configuration +------------- +.. toctree:: + :maxdepth: 2 + + +Monitoring +----------- +.. toctree:: + :maxdepth: 2 + + +Trouble Shooting +---------------- +.. toctree:: + :maxdepth: 2 + + +Security +-------- +.. toctree:: + :maxdepth: 2 + + diff --git a/docs/develop.rst b/docs/develop.rst new file mode 100644 index 0000000000..f96cac33fb --- /dev/null +++ b/docs/develop.rst @@ -0,0 +1,36 @@ +.. _how_to_develop_guide: + +################################################### +How To Develop Federated Learning Application Guide +################################################### + +How to install, turn existing stand-alone, centralized application to federated learning applications. + +Installation +------------ +.. toctree:: + :maxdepth: 2 + + installation + +Federated Application +--------------------- +.. toctree:: + :maxdepth: 2 + + how to convert training code to federated learning training client side training code + programming_guide/execution_api_type/client_api + +Privacy Enhancing Technologies (PETs) +------------------------------------- +.. toctree:: + :maxdepth: 2 + + + + +FLARE Version migrations +------------------------ +.. toctree:: + :maxdepth: 2 + diff --git a/docs/index.rst b/docs/index.rst index 75e352839f..16f8911c3c 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -15,6 +15,15 @@ NVIDIA FLARE getting_started Quick Start +.. toctree:: + :maxdepth: -1 + :hidden: + :caption: How-to Guides + + develop + simulation + deploy + .. toctree:: :maxdepth: -1 :hidden: diff --git a/docs/simulation.rst b/docs/simulation.rst new file mode 100644 index 0000000000..9318700f45 --- /dev/null +++ b/docs/simulation.rst @@ -0,0 +1,8 @@ +.. _how_to_simulation_guide: + +##################################### +How To Run Simulation IN NVIDIA FLARE +##################################### + +.. toctree:: + :maxdepth: 3 From e74e94b51269ee0a814922aaa7223378661cba2c Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Wed, 24 Dec 2025 23:11:19 -0800 Subject: [PATCH 02/46] add new doc structure --- docs/deployment.rst | 13 +++------- docs/develop.rst | 25 ++++++------------- .../develop/client_api_step_to_step_guide.rst | 12 +++++++++ docs/index.rst | 6 ++--- docs/simulation.rst | 8 +++--- 5 files changed, 28 insertions(+), 36 deletions(-) create mode 100644 docs/how-to-guide/develop/client_api_step_to_step_guide.rst diff --git a/docs/deployment.rst b/docs/deployment.rst index d6ca695042..ddcd1b9b6f 100644 --- a/docs/deployment.rst +++ b/docs/deployment.rst @@ -22,31 +22,24 @@ Provision Deployment ---------- -.. toctree:: - :maxdepth: 3 Configuration ------------- -.. toctree:: - :maxdepth: 2 + Monitoring ----------- -.. toctree:: - :maxdepth: 2 Trouble Shooting ---------------- -.. toctree:: - :maxdepth: 2 + Security -------- -.. toctree:: - :maxdepth: 2 + diff --git a/docs/develop.rst b/docs/develop.rst index f96cac33fb..824db2a8da 100644 --- a/docs/develop.rst +++ b/docs/develop.rst @@ -1,13 +1,13 @@ .. _how_to_develop_guide: -################################################### -How To Develop Federated Learning Application Guide -################################################### +#################### +How To Develop Guide +#################### How to install, turn existing stand-alone, centralized application to federated learning applications. -Installation ------------- +Installation Guide +------------------ .. toctree:: :maxdepth: 2 @@ -15,22 +15,11 @@ Installation Federated Application --------------------- -.. toctree:: - :maxdepth: 2 - how to convert training code to federated learning training client side training code - programming_guide/execution_api_type/client_api +- How to convert stand alone, centralized DL/ML to Federated learning -Privacy Enhancing Technologies (PETs) -------------------------------------- .. toctree:: :maxdepth: 2 - - - -FLARE Version migrations ------------------------- -.. toctree:: - :maxdepth: 2 + programming_guide/execution_api_type/client_api diff --git a/docs/how-to-guide/develop/client_api_step_to_step_guide.rst b/docs/how-to-guide/develop/client_api_step_to_step_guide.rst new file mode 100644 index 0000000000..99732dc9f3 --- /dev/null +++ b/docs/how-to-guide/develop/client_api_step_to_step_guide.rst @@ -0,0 +1,12 @@ +.. _client_api_step_guide: + +########################### +How to convert DL/ML to FL +########################### +show step-by-step to convert training code to FL client.py code + + +.. toctree:: + :maxdepth: 2 + + programming_guide/execution_api_type/client_api diff --git a/docs/index.rst b/docs/index.rst index 16f8911c3c..3c4e3752a2 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -20,9 +20,9 @@ NVIDIA FLARE :hidden: :caption: How-to Guides - develop - simulation - deploy + develop + simulation + deploy .. toctree:: :maxdepth: -1 diff --git a/docs/simulation.rst b/docs/simulation.rst index 9318700f45..2e35dcb469 100644 --- a/docs/simulation.rst +++ b/docs/simulation.rst @@ -1,8 +1,6 @@ .. _how_to_simulation_guide: -##################################### -How To Run Simulation IN NVIDIA FLARE -##################################### +################### +How To Run Simulate +################### -.. toctree:: - :maxdepth: 3 From f9f094036a568972aba39e08ffacaa25d37ea8f5 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 10:21:50 -0800 Subject: [PATCH 03/46] add new doc structure --- .../develop/client_api_step_to_step_guide.rst | 105 +++++++++++++++++- 1 file changed, 100 insertions(+), 5 deletions(-) diff --git a/docs/how-to-guide/develop/client_api_step_to_step_guide.rst b/docs/how-to-guide/develop/client_api_step_to_step_guide.rst index 99732dc9f3..1f647cc32a 100644 --- a/docs/how-to-guide/develop/client_api_step_to_step_guide.rst +++ b/docs/how-to-guide/develop/client_api_step_to_step_guide.rst @@ -1,12 +1,107 @@ -.. _client_api_step_guide: +.. _dl_to_fl_guide: ########################### How to convert DL/ML to FL ########################### -show step-by-step to convert training code to FL client.py code +We are using going to take deep learning code for example, other traditional ML examples +can be found in Hello-world example series. Assuming the dataset is ready to be used for training, converting an existing +stand-alone, centralized deep learning script to federated learning with NVFLARE is essentially involved the following few +steps + +- Step 1. We need to decide what type training workflow: round robin (cyclic weight transfer), or scatter and gather type (weighted +average). For example, we can use federated weighted average: FedAvg. This essentially determine what type of server side +code to run. + +- Step 2, we need convert the training scripts into client side local training scripts, so that it can receive global model, +perform the local training, and send the newly updated the local model back to the server. + +- Step 3, we need to connect the server aggregation algorithm (FedAvg) and Client training code together to perform the +federated learning job. + + +NVIDIA FLARE provide a set of API stacks for data scientists to perform above steps. + +-- Step 1, Data Scientists can use of the existing federated learning algorithms such as FedAvg. If you preferred to develop +customized algorithm, FLARE is offering new Collab API (will release soon) to simplified the development + +-- Step 2, You can use FLARE Client API to convert the DL to FL with just a few lines of code changes ( see details below) + +-- Step 3, We have Job Recipe API that connect the step 1 and 2. For example, FedAvgRecipe ( see details below). + +Here are some code snippets from hello-pt, you can see the complete code and description in hello-pt example. + + +Client Code -- Client API +------------------------- + +On the client side, the training workflow is as follows: + +1. Receive the model from the FL server. +2. Perform local training on the received global model and/or evaluate the received global model for model selection. +3. Send the new model back to the FL server. + +The client code (`client.py <./client.py>`_) is responsible for implementing this training workflow. Notice the training code is almost identical to a standard training PyTorch code. +The only difference is that we added a few lines to receive and send data to the server. + +Using NVFlare's client API, we can easily adapt machine learning code that was written for centralized training and apply it in a federated scenario. +For a general use case, there are three essential methods to achieve this using the Client API : + +- ``init()``: Initializes NVFlare Client API environment. +- ``receive()``: Receives model from the FL server. +- ``send()``: Sends the model to the FL server. + +With these simple methods, the developers can use the Client API +to change their centralized training code to an FL scenario with +five lines of code changes as shown below. + +.. code-block:: python + + import nvflare.client as flare + + flare.init() # 1. Initializes NVFlare Client API environment. + input_model = flare.receive() # 2. Receives model from the FL server. + params = input_model.params # 3. Obtain the required information from the received model. + + # original local training code + new_params = local_train(params) + + output_model = flare.FLModel(params=new_params) # 4. Put the results in a new `FLModel` + flare.send(output_model) # 5. Sends the model to the FL server. + + +Job Recipe +----------- + +The Job Recipe specifies the ``client.py`` and selects the built-in federated averaging algorithm. + +.. code-block:: python + + recipe = FedAvgRecipe( + name="hello-pt", + min_clients=n_clients, + num_rounds=num_rounds, + initial_model=SimpleNetwork(), + train_script="client.py", + train_args=f"--batch_size {batch_size}", + ) + + env = SimEnv(num_clients=n_clients, num_threads=n_clients) + recipe.execute(env=env) + +The JobRecipe code is saved to ``job.py`` + +Run Job +------- + +From terminal simply run the job script to execute the job in a simulation environment. + +.. code-block:: bash + + python job.py + +See the complete example in ```hello-world/hello-pt/index.rst``` +If you want to know more about the Client API, you can find the reference at `ref:client_api``; +If you want to know more about the JobRecipe API, you can find the reference at `ref:fed_job_api``; -.. toctree:: - :maxdepth: 2 - programming_guide/execution_api_type/client_api From 23fe010923b3e86bbd9f9b48bf3c383ce4109afd Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 10:35:02 -0800 Subject: [PATCH 04/46] update doc --- .../develop/client_api_step_to_step_guide.rst | 107 ------------------ docs/how-to-guide/develop/dl_to_fl_guide.rst | 105 +++++++++++++++++ 2 files changed, 105 insertions(+), 107 deletions(-) delete mode 100644 docs/how-to-guide/develop/client_api_step_to_step_guide.rst create mode 100644 docs/how-to-guide/develop/dl_to_fl_guide.rst diff --git a/docs/how-to-guide/develop/client_api_step_to_step_guide.rst b/docs/how-to-guide/develop/client_api_step_to_step_guide.rst deleted file mode 100644 index 1f647cc32a..0000000000 --- a/docs/how-to-guide/develop/client_api_step_to_step_guide.rst +++ /dev/null @@ -1,107 +0,0 @@ -.. _dl_to_fl_guide: - -########################### -How to convert DL/ML to FL -########################### - -We are using going to take deep learning code for example, other traditional ML examples -can be found in Hello-world example series. Assuming the dataset is ready to be used for training, converting an existing -stand-alone, centralized deep learning script to federated learning with NVFLARE is essentially involved the following few -steps - -- Step 1. We need to decide what type training workflow: round robin (cyclic weight transfer), or scatter and gather type (weighted -average). For example, we can use federated weighted average: FedAvg. This essentially determine what type of server side -code to run. - -- Step 2, we need convert the training scripts into client side local training scripts, so that it can receive global model, -perform the local training, and send the newly updated the local model back to the server. - -- Step 3, we need to connect the server aggregation algorithm (FedAvg) and Client training code together to perform the -federated learning job. - - -NVIDIA FLARE provide a set of API stacks for data scientists to perform above steps. - --- Step 1, Data Scientists can use of the existing federated learning algorithms such as FedAvg. If you preferred to develop -customized algorithm, FLARE is offering new Collab API (will release soon) to simplified the development - --- Step 2, You can use FLARE Client API to convert the DL to FL with just a few lines of code changes ( see details below) - --- Step 3, We have Job Recipe API that connect the step 1 and 2. For example, FedAvgRecipe ( see details below). - -Here are some code snippets from hello-pt, you can see the complete code and description in hello-pt example. - - -Client Code -- Client API -------------------------- - -On the client side, the training workflow is as follows: - -1. Receive the model from the FL server. -2. Perform local training on the received global model and/or evaluate the received global model for model selection. -3. Send the new model back to the FL server. - -The client code (`client.py <./client.py>`_) is responsible for implementing this training workflow. Notice the training code is almost identical to a standard training PyTorch code. -The only difference is that we added a few lines to receive and send data to the server. - -Using NVFlare's client API, we can easily adapt machine learning code that was written for centralized training and apply it in a federated scenario. -For a general use case, there are three essential methods to achieve this using the Client API : - -- ``init()``: Initializes NVFlare Client API environment. -- ``receive()``: Receives model from the FL server. -- ``send()``: Sends the model to the FL server. - -With these simple methods, the developers can use the Client API -to change their centralized training code to an FL scenario with -five lines of code changes as shown below. - -.. code-block:: python - - import nvflare.client as flare - - flare.init() # 1. Initializes NVFlare Client API environment. - input_model = flare.receive() # 2. Receives model from the FL server. - params = input_model.params # 3. Obtain the required information from the received model. - - # original local training code - new_params = local_train(params) - - output_model = flare.FLModel(params=new_params) # 4. Put the results in a new `FLModel` - flare.send(output_model) # 5. Sends the model to the FL server. - - -Job Recipe ------------ - -The Job Recipe specifies the ``client.py`` and selects the built-in federated averaging algorithm. - -.. code-block:: python - - recipe = FedAvgRecipe( - name="hello-pt", - min_clients=n_clients, - num_rounds=num_rounds, - initial_model=SimpleNetwork(), - train_script="client.py", - train_args=f"--batch_size {batch_size}", - ) - - env = SimEnv(num_clients=n_clients, num_threads=n_clients) - recipe.execute(env=env) - -The JobRecipe code is saved to ``job.py`` - -Run Job -------- - -From terminal simply run the job script to execute the job in a simulation environment. - -.. code-block:: bash - - python job.py - -See the complete example in ```hello-world/hello-pt/index.rst``` -If you want to know more about the Client API, you can find the reference at `ref:client_api``; -If you want to know more about the JobRecipe API, you can find the reference at `ref:fed_job_api``; - - diff --git a/docs/how-to-guide/develop/dl_to_fl_guide.rst b/docs/how-to-guide/develop/dl_to_fl_guide.rst new file mode 100644 index 0000000000..44022666d6 --- /dev/null +++ b/docs/how-to-guide/develop/dl_to_fl_guide.rst @@ -0,0 +1,105 @@ +.. _dl_to_fl_guide: + +################################################## +How to Convert Deep Learning to Federated Learning +################################################## + +We are going to use deep learning code as an example. Other traditional ML examples +can be found in the Hello-World example series. Assuming the dataset is ready to be used for training, converting an existing +stand-alone, centralized deep learning script to federated learning with NVIDIA FLARE involves the following steps: + +- **Step 1**: Decide what type of training workflow to use: round-robin (cyclic weight transfer) or scatter-and-gather (weighted + average). For example, we can use federated weighted averaging (FedAvg). This determines what server-side + code to run. + +- **Step 2**: Convert the training scripts into client-side local training scripts so that they can receive a global model, + perform local training, and send the newly updated local model back to the server. + +- **Step 3**: Connect the server aggregation algorithm (FedAvg) and client training code together to perform the + federated learning job. + + +NVIDIA FLARE provides a set of API stacks for data scientists to perform the above steps: + +- **Step 1**: Data scientists can use existing federated learning algorithms such as FedAvg. If you prefer to develop + a customized algorithm, FLARE offers the Collab API to simplify development (coming soon). The older ModelController API can also be used if you can't use the new Collab API. + +- **Step 2**: You can use the FLARE Client API to convert DL to FL with just a few lines of code changes. + +- **Step 3**: We have the Job Recipe API that connects steps 1 and 2. For example, ``FedAvgRecipe``. + +Here are some code snippets from hello-pt. You can see the complete code and description in the hello-pt example. + +Client Code -- Client API +------------------------- + +On the client side, the training workflow is as follows: + +1. Receive the model from the FL server. +2. Perform local training on the received global model and/or evaluate the received global model for model selection. +3. Send the new model back to the FL server. + +The client code (``client.py``) is responsible for implementing this training workflow. Notice that the training code is almost identical to standard PyTorch training code. +The only difference is that we add a few lines to receive and send data to the server. + +Using NVIDIA FLARE's Client API, we can easily adapt machine learning code that was written for centralized training and apply it in a federated scenario. +For a general use case, there are three essential methods to achieve this using the Client API: + +- ``init()``: Initializes the NVIDIA FLARE Client API environment. +- ``receive()``: Receives a model from the FL server. +- ``send()``: Sends the model to the FL server. + +With these simple methods, developers can use the Client API +to change their centralized training code to an FL scenario with +five lines of code changes, as shown below: + +.. code-block:: python + + import nvflare.client as flare + + flare.init() # 1. Initialize NVIDIA FLARE Client API environment. + input_model = flare.receive() # 2. Receive model from the FL server. + params = input_model.params # 3. Obtain required information from the received model. + + # Original local training code + new_params = local_train(params) + + output_model = flare.FLModel(params=new_params) # 4. Put results in a new FLModel. + flare.send(output_model) # 5. Send the model to the FL server. + + +Job Recipe +---------- + +The Job Recipe specifies the ``client.py`` and selects the built-in federated averaging algorithm. + +.. code-block:: python + + recipe = FedAvgRecipe( + name="hello-pt", + min_clients=n_clients, + num_rounds=num_rounds, + initial_model=SimpleNetwork(), + train_script="client.py", + train_args=f"--batch_size {batch_size}", + ) + + env = SimEnv(num_clients=n_clients, num_threads=n_clients) + recipe.execute(env=env) + +The Job Recipe code is saved to ``job.py``. + +Run Job +------- + +From the terminal, simply run the job script to execute the job in a simulation environment: + +.. code-block:: bash + + python job.py + +See the complete example in :ref:`hello_pt`. + +If you want to know more about the Client API, see :ref:`client_api`. + +If you want to know more about the Job Recipe API, see :ref:`fed_job_api`. From e7e02258f5cdda2cdcb9b2841e842341c8ff2ae6 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 11:03:41 -0800 Subject: [PATCH 05/46] add new doc structure --- docs/develop.rst | 5 +- docs/how-to-guide/develop/dl_to_fl_guide.rst | 2 +- docs/how-to-guide/develop/index.rst | 10 +++ .../execution_api_type/client_api.rst | 69 +------------------ 4 files changed, 16 insertions(+), 70 deletions(-) create mode 100644 docs/how-to-guide/develop/index.rst diff --git a/docs/develop.rst b/docs/develop.rst index 824db2a8da..890c5f5473 100644 --- a/docs/develop.rst +++ b/docs/develop.rst @@ -15,11 +15,12 @@ Installation Guide Federated Application --------------------- - - How to convert stand alone, centralized DL/ML to Federated learning .. toctree:: :maxdepth: 2 - programming_guide/execution_api_type/client_api + how-to-guide/develop/index + + diff --git a/docs/how-to-guide/develop/dl_to_fl_guide.rst b/docs/how-to-guide/develop/dl_to_fl_guide.rst index 44022666d6..07c5ee04c9 100644 --- a/docs/how-to-guide/develop/dl_to_fl_guide.rst +++ b/docs/how-to-guide/develop/dl_to_fl_guide.rst @@ -102,4 +102,4 @@ See the complete example in :ref:`hello_pt`. If you want to know more about the Client API, see :ref:`client_api`. -If you want to know more about the Job Recipe API, see :ref:`fed_job_api`. +If you want to know more about the Job Recipe API, see :ref:`job_recipe`. diff --git a/docs/how-to-guide/develop/index.rst b/docs/how-to-guide/develop/index.rst new file mode 100644 index 0000000000..9b8a7d5e78 --- /dev/null +++ b/docs/how-to-guide/develop/index.rst @@ -0,0 +1,10 @@ +################## +Development Guide +################## + +.. toctree:: + :maxdepth: 2 + :hidden: + :caption: How to develop with FLARE + + dl_to_fl_guide diff --git a/docs/programming_guide/execution_api_type/client_api.rst b/docs/programming_guide/execution_api_type/client_api.rst index 0e6cd0245f..6cf652c3c5 100644 --- a/docs/programming_guide/execution_api_type/client_api.rst +++ b/docs/programming_guide/execution_api_type/client_api.rst @@ -66,9 +66,7 @@ federated learning, for example: With 5 lines of code changes, we convert the centralized training code to federated learning setting. -After this, we can utilize the job templates and the :ref:`job_cli` -to generate a job so it can be run using :ref:`fl_simulator` -or submit to a deployed NVFlare system. +After this, we can utilize the job Recipe and the :ref:`job_recipe` Below is a table overview of key Client APIs. @@ -189,77 +187,14 @@ In contrast, FilePipe offers file-based communication between the Executor and t utilizing a job-specific file directory for exchanging models and metadata via files. While FilePipe is easier to set up than CellPipe, it's not suitable for high-frequency metrics exchange. - -Configuration -============= -Different configurations are available for each type of executor. - -.. note:: - - The configuration can be generated automatically via the FLARE Job API, so manual editing is not required. - For data scientists, the FLARE Job Recipe provides an even simpler approach, leveraging the Job API to generate the configuration without needing to know the details of the job setup. - As such, this section is considered advanced and is intended for those who are curious about the underlying mechanisms. - -In-process executor configuration ---------------------------------- -This configuration specifically caters to PyTorch applications, providing serialization and deserialization -(aka Decomposers) for commonly used PyTorch objects. For non-PyTorch applications, the generic -:class:`InProcessClientAPIExecutor` can be employed. - -.. literalinclude:: ../../../job_templates/sag_pt_in_proc/config_fed_client.conf - - -Subprocess launcher executor configuration ------------------------------------------- -In the config_fed_client in the FLARE app, in order to launch the training script we use the -:class:`SubprocessLauncher` component. -The defined ``script`` is invoked, and ``launch_once`` can be set to either -launch once for the whole job (launch_once = True), or launch a process for each task received from the server (launch_once = False) - -``launch_once`` dictates how many times the training scripts are invoked during the overall training process. -When set to False, the executor essentially invokes ``python .py`` every round of training. -Typically, launch_once is set to True. - -A corresponding :class:`ClientAPILauncherExecutor` -is used as the executor to handle the tasks and perform the data exchange using the pipe. -For the Pipe component we provide implementations of :class:`FilePipe` -and :class:`CellPipe`. - -.. literalinclude:: ../../../job_templates/sag_pt/config_fed_client.conf - -For example configurations, take a look at the :github_nvflare_link:`job_templates ` -directory for templates using the launcher and Client API. - -.. note:: - In that case that the user does not need to launch the process and instead - has their own existing external training system, this would involve using - the :ref:`3rd_party_integration`, which is based on the same underlying mechanisms. - Examples ======== For examples of using Client API with different frameworks, -please refer to :github_nvflare_link:`examples/hello-world/ml-to-fl `. +please refer to ```hello-world```. For additional examples, also take a look at the :github_nvflare_link:`step-by-step series ` -that use Client API to write the -:github_nvflare_link:`train script `. - - -Selection of Job Templates (deprecated) -======================================= -To help users quickly set up job configurations, we have created numerous job templates. You can select a job template that closely matches -your use case and adapt it to your needs by modifying the necessary variables. - -Using the command ``nvflare job list_templates``, you can find all the job templates provided by NVFlare. - -.. image:: ../../resources/list_templates_results.png - :height: 300px - -looking at the ``Execution API Type``, you will find ``client_api``. This indicates that the specified job template will use the Client API -configuration. You can further nail down the selection by choice of machine learning framework: pytorch or sklearn or xgboost, -in-process or not, type of models ( GNN, NeMo LLM), workflow patterns ( Swarm learning or standard fedavg with scatter and gather (sag)) etc. Custom Data Class Serialization/Deserialization From da80e18dbaafcdc9185871901e3543f5765f0eea Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 11:43:36 -0800 Subject: [PATCH 06/46] add new doc structure --- docs/develop.rst | 8 +++++++- docs/how-to-guide/deployment/index.rst | 13 +++++++++++++ docs/how-to-guide/deployment/system_monitoring.rst | 7 +++++++ docs/how-to-guide/develop/apply_dp.rst | 7 +++++++ docs/how-to-guide/develop/apply_he.rst | 7 +++++++ docs/how-to-guide/develop/experiment_tracking.rst | 7 +++++++ docs/how-to-guide/develop/fed_analytics.rst | 7 +++++++ docs/how-to-guide/develop/fine_tune_llm.rst | 7 +++++++ docs/how-to-guide/develop/index.rst | 10 +++++++++- 9 files changed, 71 insertions(+), 2 deletions(-) create mode 100644 docs/how-to-guide/deployment/index.rst create mode 100644 docs/how-to-guide/deployment/system_monitoring.rst create mode 100644 docs/how-to-guide/develop/apply_dp.rst create mode 100644 docs/how-to-guide/develop/apply_he.rst create mode 100644 docs/how-to-guide/develop/experiment_tracking.rst create mode 100644 docs/how-to-guide/develop/fed_analytics.rst create mode 100644 docs/how-to-guide/develop/fine_tune_llm.rst diff --git a/docs/develop.rst b/docs/develop.rst index 890c5f5473..4b571a3044 100644 --- a/docs/develop.rst +++ b/docs/develop.rst @@ -15,12 +15,18 @@ Installation Guide Federated Application --------------------- -- How to convert stand alone, centralized DL/ML to Federated learning .. toctree:: :maxdepth: 2 how-to-guide/develop/index +FLARE Deployment +----------------- + +.. toctree:: + :maxdepth: 2 + + how-to-guide/deployment/index diff --git a/docs/how-to-guide/deployment/index.rst b/docs/how-to-guide/deployment/index.rst new file mode 100644 index 0000000000..3e19a9f24a --- /dev/null +++ b/docs/how-to-guide/deployment/index.rst @@ -0,0 +1,13 @@ +################## +Deployment Guide +################## + +.. toctree:: + :maxdepth: 2 + :caption: How to deploy FLARE + + system_monitor + + + + diff --git a/docs/how-to-guide/deployment/system_monitoring.rst b/docs/how-to-guide/deployment/system_monitoring.rst new file mode 100644 index 0000000000..b1a61e351f --- /dev/null +++ b/docs/how-to-guide/deployment/system_monitoring.rst @@ -0,0 +1,7 @@ +.. _sys_monitoring_guide: + +################################### +How to configure System Monitoring +################################### + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/apply_dp.rst b/docs/how-to-guide/develop/apply_dp.rst new file mode 100644 index 0000000000..ccd8bcb9d0 --- /dev/null +++ b/docs/how-to-guide/develop/apply_dp.rst @@ -0,0 +1,7 @@ +.. _apply_dp_guide: + +################################################## +How to apply differential privacy to model weights +################################################## + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/apply_he.rst b/docs/how-to-guide/develop/apply_he.rst new file mode 100644 index 0000000000..0d40ca3494 --- /dev/null +++ b/docs/how-to-guide/develop/apply_he.rst @@ -0,0 +1,7 @@ +.. _apply_he_guide: + +################################################## +How to use homomorphic encryption +################################################## + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/experiment_tracking.rst b/docs/how-to-guide/develop/experiment_tracking.rst new file mode 100644 index 0000000000..e8524dff77 --- /dev/null +++ b/docs/how-to-guide/develop/experiment_tracking.rst @@ -0,0 +1,7 @@ +.. _experiment_tracking_guide: + +################################################### +How to add experiment tracking to the training code +################################################### + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/fed_analytics.rst b/docs/how-to-guide/develop/fed_analytics.rst new file mode 100644 index 0000000000..098c9943d0 --- /dev/null +++ b/docs/how-to-guide/develop/fed_analytics.rst @@ -0,0 +1,7 @@ +.. _fed_analytics_guide: + +################################## +How to Perform Federated Analytics +################################## + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/fine_tune_llm.rst b/docs/how-to-guide/develop/fine_tune_llm.rst new file mode 100644 index 0000000000..4b0bdf0d4a --- /dev/null +++ b/docs/how-to-guide/develop/fine_tune_llm.rst @@ -0,0 +1,7 @@ +.. _fine_tune_llm_guide: + +########################### +How to fine tune LLM model +########################### + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/index.rst b/docs/how-to-guide/develop/index.rst index 9b8a7d5e78..9375189f35 100644 --- a/docs/how-to-guide/develop/index.rst +++ b/docs/how-to-guide/develop/index.rst @@ -4,7 +4,15 @@ Development Guide .. toctree:: :maxdepth: 2 - :hidden: :caption: How to develop with FLARE dl_to_fl_guide + fed_analysis + experiment_tracking + fine_tune_llm + apply_dp + apply_he + + + + From efc39fbb53d0b6ea84dfd9644be08af5e9334be6 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 11:47:09 -0800 Subject: [PATCH 07/46] update doc --- docs/develop.rst | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/docs/develop.rst b/docs/develop.rst index 4b571a3044..74e059fc2b 100644 --- a/docs/develop.rst +++ b/docs/develop.rst @@ -4,7 +4,7 @@ How To Develop Guide #################### -How to install, turn existing stand-alone, centralized application to federated learning applications. +How to install and turn existing stand-alone, centralized applications into federated learning applications. Installation Guide ------------------ @@ -18,15 +18,17 @@ Federated Application .. toctree:: :maxdepth: 2 + :glob: - how-to-guide/develop/index + how-to-guide/develop/* FLARE Deployment ------------------ +---------------- .. toctree:: :maxdepth: 2 + :glob: - how-to-guide/deployment/index + how-to-guide/deployment/* From ff1e1bb81040b691475ed638be451cf99b2fc2d3 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 15:09:39 -0800 Subject: [PATCH 08/46] add new doc structure --- docs/deployment.rst | 45 ------ docs/how-to-guide/deployment/index.rst | 13 -- docs/{ => how-to-guide}/develop.rst | 14 +- docs/how-to-guide/develop/fed_analytics.rst | 129 +++++++++++++++++- docs/how-to-guide/develop/index.rst | 18 --- docs/how-to-guide/index.rst | 18 +++ docs/how-to-guide/production.rst | 36 +++++ .../production/interact_with_flare.rst | 6 + .../system_monitoring.rst | 0 docs/index.rst | 4 +- docs/simulation.rst | 6 - 11 files changed, 188 insertions(+), 101 deletions(-) delete mode 100644 docs/deployment.rst delete mode 100644 docs/how-to-guide/deployment/index.rst rename docs/{ => how-to-guide}/develop.rst (70%) delete mode 100644 docs/how-to-guide/develop/index.rst create mode 100644 docs/how-to-guide/index.rst create mode 100644 docs/how-to-guide/production.rst create mode 100644 docs/how-to-guide/production/interact_with_flare.rst rename docs/how-to-guide/{deployment => production}/system_monitoring.rst (100%) delete mode 100644 docs/simulation.rst diff --git a/docs/deployment.rst b/docs/deployment.rst deleted file mode 100644 index ddcd1b9b6f..0000000000 --- a/docs/deployment.rst +++ /dev/null @@ -1,45 +0,0 @@ -.. _how_to_deploy_guide: - -################################################### -How To Deploy FLARE Guide -################################################### - -Provision ----------- -.. toctree:: - :maxdepth: 2 - - user_guide/core_concepts/application - user_guide/core_concepts/job - user_guide/core_concepts/workspace - user_guide/admin_guide/index - user_guide/data_scientist_guide/index - user_guide/researcher_guide/index - user_guide/nvflare_cli/nvflare_cli - user_guide/confidential_computing/index - user_guide/edge_development/index - -Deployment ----------- - - - -Configuration -------------- - - - -Monitoring ------------ - - -Trouble Shooting ----------------- - - - -Security --------- - - - diff --git a/docs/how-to-guide/deployment/index.rst b/docs/how-to-guide/deployment/index.rst deleted file mode 100644 index 3e19a9f24a..0000000000 --- a/docs/how-to-guide/deployment/index.rst +++ /dev/null @@ -1,13 +0,0 @@ -################## -Deployment Guide -################## - -.. toctree:: - :maxdepth: 2 - :caption: How to deploy FLARE - - system_monitor - - - - diff --git a/docs/develop.rst b/docs/how-to-guide/develop.rst similarity index 70% rename from docs/develop.rst rename to docs/how-to-guide/develop.rst index 74e059fc2b..f7c2e42b6f 100644 --- a/docs/develop.rst +++ b/docs/how-to-guide/develop.rst @@ -11,7 +11,7 @@ Installation Guide .. toctree:: :maxdepth: 2 - installation + ../installation Federated Application --------------------- @@ -20,15 +20,5 @@ Federated Application :maxdepth: 2 :glob: - how-to-guide/develop/* - -FLARE Deployment ----------------- - -.. toctree:: - :maxdepth: 2 - :glob: - - how-to-guide/deployment/* - + develop/* diff --git a/docs/how-to-guide/develop/fed_analytics.rst b/docs/how-to-guide/develop/fed_analytics.rst index 098c9943d0..4df7dba1bd 100644 --- a/docs/how-to-guide/develop/fed_analytics.rst +++ b/docs/how-to-guide/develop/fed_analytics.rst @@ -1,7 +1,128 @@ .. _fed_analytics_guide: -################################## -How to Perform Federated Analytics -################################## +#################################### +How to Calculate Federated Analytics +#################################### + +NVIDIA FLARE enables collaborative data analysis across multiple sites without sharing raw data. Federated Analytics +focuses on computing global statistics (e.g., counts, distributions, means) by aggregating local analytics results +computed at each participant. + +**When Should You Use Federated Analytics?** + +- Use Federated Analytics when you want to: +- Understand data distribution and quality across institutions +- Perform cohort discovery or feasibility analysis +- Validate dataset compatibility before federated training + +**Common outputs include:** + +- Counts and histograms +- Summary statistics (mean, min, max, std) +- Label or class distributions + +**Overview** + +NVIDIA FLARE provides built-in federated statistics operators that can generate global statistics based on local client-side statistics. +At each client site, we can have one or more datasets (such as "train" and "test" datasets); each dataset may have many features. +For each feature in the dataset, we will calculate the statistics and then combine them to produce global statistics +for all the numeric features. The output will be complete statistics for all datasets in clients and global. + +The statistics here are commonly used statistics: count, sum, mean, std_dev, quantiles and histogram for the numerical features. +The max, min are not included as it might violate the client's data privacy. Quantiles require an additional dependency. +If sum and count statistics are selected, the mean will be calculated with count and sum. + +A client will only need to implement the selected methods of "Statistics" class from statistics_spec. +The result will be statistics for all features of all datasets at all sites as well as global aggregates. +The result should be visualized via the visualization utility in the notebook. + +**Assumptions** -- We only support numerical features, not categorical features, the non-numerical features will be removed. + +**Statistics** +Federated statistics includes numeric statistical measures for + +count +mean +sum +std_dev +histogram +quantile +We do not include min and max values to avoid data privacy concerns. + +**Steps** +**Step 0** -- user needs to provide the target data source names (such as train, test) as well as the features names +**Step 1** -- user provides configuration to specify target statistics metrics and output location +**Step 2** -- user provide the local implementation statistics generator (statistics_spec) +also, provide client side configuration to specify data input location + +The detailed example instructions can be found Data frame statistics + +here is one example + +.. code-block:: text + + statistic_configs = { + "count": {}, + "mean": {}, + "sum": {}, + "stddev": {}, + "histogram": {"*": {"bins": 20}, "Age": {"bins": 20, "range": [0, 100]}}, + "quantile": {"*": [0.1, 0.5, 0.9]}, + } + +This configuration states, that we like to calculate count, mean, sum and stddev for all features. For histogram, all features will +have 20 bins and data range will be calculated based on data, except for age feature where the bin is still 20, but range +is fixed between 0 to 100. For qll features, we like to calculate the 10%, 50% (Median) and 90% quantile. + +Take example for Fed Statistics for tabular data, many of the functions needed for tabular statistics have already been +implemented ```DFStatisticsCore```, as result, data scientists only need to specify the JobRecipe. + + +Client Code +----------- + +Local statistics generator. The statistics generator `AdultStatistics` implements `Statistics` spec. + +.. literalinclude:: ../../examples/hello-world/hello-tabular-stats/client.py + :language: python + :linenos: + :caption: Client Code (client.py) + :lines: 14- + + +Many of the functions needed for tabular statistics have already been implemented DFStatisticsCore + +In the `AdultStatistics` class, we really need to have the followings + +- data_features -- here we hard-coded the feature name array. +- implement `load_data() -> Dict[str, pd.DataFrame]` function, where + the method will return a dictionary of panda DataFrames with one for each data source ("train", "test") +- `data_path = //` + + + +Job Recipe +---------- + +Job is defined via recipe, we will run it in Simulation Execution Env. + +.. literalinclude:: ../../examples/hello-world/hello-tabular-stats/job.py + :language: python + :linenos: + :caption: job Recipe (job.py) + :lines: 14- + +Run Job +------- +from terminal try to run the code + +.. code-block:: text + + python job.py + + +For complete example of `../../examples/hello-world/hello-tabular-stats` or find more about other examples in +`../../examples/advanced/federated_statistics` + + -todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/index.rst b/docs/how-to-guide/develop/index.rst deleted file mode 100644 index 9375189f35..0000000000 --- a/docs/how-to-guide/develop/index.rst +++ /dev/null @@ -1,18 +0,0 @@ -################## -Development Guide -################## - -.. toctree:: - :maxdepth: 2 - :caption: How to develop with FLARE - - dl_to_fl_guide - fed_analysis - experiment_tracking - fine_tune_llm - apply_dp - apply_he - - - - diff --git a/docs/how-to-guide/index.rst b/docs/how-to-guide/index.rst new file mode 100644 index 0000000000..297e6e604a --- /dev/null +++ b/docs/how-to-guide/index.rst @@ -0,0 +1,18 @@ + +.. _flare_how_to_guide: + +############################### +how to develop and deploy FLARE +############################### + +This document serves as a quick reference for commonly asked questions, +providing concise answers along with links to relevant documentation. Unlike a comprehensive system guide, +this how-to guide is intentionally focused and task-oriented, offering direct guidance to specific questions for faster +and more practical use. + +.. toctree:: + :maxdepth: 2 + :glob: + + * + diff --git a/docs/how-to-guide/production.rst b/docs/how-to-guide/production.rst new file mode 100644 index 0000000000..0475f590d5 --- /dev/null +++ b/docs/how-to-guide/production.rst @@ -0,0 +1,36 @@ +.. _how_to_deploy_guide: + +########################## +How To Deploy FLARE Guide +########################## + +Provision +---------- +.. toctree:: + :maxdepth: 2 + + +Deployment +---------- + + + +Configuration +------------- + + + +Monitoring +----------- + + +Trouble Shooting +---------------- + + + +Security +-------- + + + diff --git a/docs/how-to-guide/production/interact_with_flare.rst b/docs/how-to-guide/production/interact_with_flare.rst new file mode 100644 index 0000000000..c1b799edce --- /dev/null +++ b/docs/how-to-guide/production/interact_with_flare.rst @@ -0,0 +1,6 @@ +.. _interact_with_flare_guide: + +################################# +How to interact with FLARE System +################################# + diff --git a/docs/how-to-guide/deployment/system_monitoring.rst b/docs/how-to-guide/production/system_monitoring.rst similarity index 100% rename from docs/how-to-guide/deployment/system_monitoring.rst rename to docs/how-to-guide/production/system_monitoring.rst diff --git a/docs/index.rst b/docs/index.rst index 3c4e3752a2..885ceffc39 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -20,9 +20,7 @@ NVIDIA FLARE :hidden: :caption: How-to Guides - develop - simulation - deploy + how-to-guide/index .. toctree:: :maxdepth: -1 diff --git a/docs/simulation.rst b/docs/simulation.rst deleted file mode 100644 index 2e35dcb469..0000000000 --- a/docs/simulation.rst +++ /dev/null @@ -1,6 +0,0 @@ -.. _how_to_simulation_guide: - -################### -How To Run Simulate -################### - From e21cf86f06930e47dfdc77478a1d7aaf8c88635c Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 15:19:08 -0800 Subject: [PATCH 09/46] update doc --- .../hello-world/hello-tabular-stats/index.rst | 2 + docs/how-to-guide/develop/fed_analytics.rst | 114 +++++++++--------- 2 files changed, 60 insertions(+), 56 deletions(-) diff --git a/docs/hello-world/hello-tabular-stats/index.rst b/docs/hello-world/hello-tabular-stats/index.rst index 14d4e94015..0007d24c6c 100644 --- a/docs/hello-world/hello-tabular-stats/index.rst +++ b/docs/hello-world/hello-tabular-stats/index.rst @@ -1,3 +1,5 @@ +.. _hello_tabular_stats: + Tabular Data Federated Statistics ================================= diff --git a/docs/how-to-guide/develop/fed_analytics.rst b/docs/how-to-guide/develop/fed_analytics.rst index 4df7dba1bd..a3cac93634 100644 --- a/docs/how-to-guide/develop/fed_analytics.rst +++ b/docs/how-to-guide/develop/fed_analytics.rst @@ -5,59 +5,60 @@ How to Calculate Federated Analytics #################################### NVIDIA FLARE enables collaborative data analysis across multiple sites without sharing raw data. Federated Analytics -focuses on computing global statistics (e.g., counts, distributions, means) by aggregating local analytics results +focuses on computing global statistics (such as counts, distributions, and means) by aggregating local analytics results computed at each participant. -**When Should You Use Federated Analytics?** +When to Use Federated Analytics +------------------------------- + +Use Federated Analytics when you want to: -- Use Federated Analytics when you want to: - Understand data distribution and quality across institutions - Perform cohort discovery or feasibility analysis - Validate dataset compatibility before federated training -**Common outputs include:** +Common outputs include: - Counts and histograms -- Summary statistics (mean, min, max, std) +- Summary statistics (mean, min, max, standard deviation) - Label or class distributions -**Overview** -NVIDIA FLARE provides built-in federated statistics operators that can generate global statistics based on local client-side statistics. -At each client site, we can have one or more datasets (such as "train" and "test" datasets); each dataset may have many features. -For each feature in the dataset, we will calculate the statistics and then combine them to produce global statistics -for all the numeric features. The output will be complete statistics for all datasets in clients and global. +Overview +-------- + +NVIDIA FLARE provides built-in federated statistics operators that generate global statistics based on local client-side statistics. +At each client site, you can have one or more datasets (such as "train" and "test" datasets), and each dataset may have many features. +For each feature in the dataset, the system calculates local statistics and then combines them to produce global statistics +for all numeric features. The output includes complete statistics for all datasets across all clients, as well as global aggregates. + +The supported statistics include commonly used measures: -The statistics here are commonly used statistics: count, sum, mean, std_dev, quantiles and histogram for the numerical features. -The max, min are not included as it might violate the client's data privacy. Quantiles require an additional dependency. -If sum and count statistics are selected, the mean will be calculated with count and sum. +- **count** - Number of samples +- **sum** - Sum of values +- **mean** - Average value (calculated from count and sum if both are selected) +- **stddev** - Standard deviation +- **histogram** - Distribution of values across bins +- **quantile** - Percentile values (requires additional dependency) -A client will only need to implement the selected methods of "Statistics" class from statistics_spec. -The result will be statistics for all features of all datasets at all sites as well as global aggregates. -The result should be visualized via the visualization utility in the notebook. +.. note:: -**Assumptions** -- We only support numerical features, not categorical features, the non-numerical features will be removed. + We do not include min and max values to avoid data privacy concerns. + Only numerical features are supported; non-numerical features will be removed automatically. -**Statistics** -Federated statistics includes numeric statistical measures for -count -mean -sum -std_dev -histogram -quantile -We do not include min and max values to avoid data privacy concerns. +Steps to Implement +------------------ -**Steps** -**Step 0** -- user needs to provide the target data source names (such as train, test) as well as the features names -**Step 1** -- user provides configuration to specify target statistics metrics and output location -**Step 2** -- user provide the local implementation statistics generator (statistics_spec) -also, provide client side configuration to specify data input location +**Step 0**: Provide the target data source names (such as "train", "test") and the feature names. -The detailed example instructions can be found Data frame statistics +**Step 1**: Configure the target statistics metrics and output location. -here is one example +**Step 2**: Implement the local statistics generator using the ``Statistics`` spec and configure the client-side data input location. + +For detailed instructions, see the :ref:`hello_tabular_stats` example. + +Here is an example configuration: .. code-block:: text @@ -70,18 +71,20 @@ here is one example "quantile": {"*": [0.1, 0.5, 0.9]}, } -This configuration states, that we like to calculate count, mean, sum and stddev for all features. For histogram, all features will -have 20 bins and data range will be calculated based on data, except for age feature where the bin is still 20, but range -is fixed between 0 to 100. For qll features, we like to calculate the 10%, 50% (Median) and 90% quantile. +This configuration specifies: + +- Calculate count, mean, sum, and stddev for all features +- For histograms, all features will have 20 bins with data range calculated automatically, except for the "Age" feature where the range is fixed between 0 and 100 +- For all features, calculate the 10%, 50% (median), and 90% quantiles -Take example for Fed Statistics for tabular data, many of the functions needed for tabular statistics have already been -implemented ```DFStatisticsCore```, as result, data scientists only need to specify the JobRecipe. +For tabular data statistics, many of the required functions have already been implemented in ``DFStatisticsCore``. +As a result, data scientists only need to specify the Job Recipe. Client Code ----------- -Local statistics generator. The statistics generator `AdultStatistics` implements `Statistics` spec. +The local statistics generator ``AdultStatistics`` implements the ``Statistics`` spec: .. literalinclude:: ../../examples/hello-world/hello-tabular-stats/client.py :language: python @@ -89,40 +92,39 @@ Local statistics generator. The statistics generator `AdultStatistics` implement :caption: Client Code (client.py) :lines: 14- +Many of the functions needed for tabular statistics have already been implemented in ``DFStatisticsCore``. -Many of the functions needed for tabular statistics have already been implemented DFStatisticsCore - -In the `AdultStatistics` class, we really need to have the followings - -- data_features -- here we hard-coded the feature name array. -- implement `load_data() -> Dict[str, pd.DataFrame]` function, where - the method will return a dictionary of panda DataFrames with one for each data source ("train", "test") -- `data_path = //` +In the ``AdultStatistics`` class, you need to provide: +- **data_features** - Array of feature names (hardcoded in this example) +- **load_data()** - Method that returns a dictionary of Pandas DataFrames, one for each data source ("train", "test") +- **data_path** - Path in the format ``//`` Job Recipe ---------- -Job is defined via recipe, we will run it in Simulation Execution Env. +The job is defined via a recipe and runs in the Simulation Execution Environment: .. literalinclude:: ../../examples/hello-world/hello-tabular-stats/job.py :language: python :linenos: - :caption: job Recipe (job.py) + :caption: Job Recipe (job.py) :lines: 14- -Run Job -------- -from terminal try to run the code -.. code-block:: text +Run the Job +----------- - python job.py +From the terminal, run the job script: +.. code-block:: bash -For complete example of `../../examples/hello-world/hello-tabular-stats` or find more about other examples in -`../../examples/advanced/federated_statistics` + python job.py +Additional Resources +-------------------- +- Complete example: :ref:`hello_tabular_stats` +- More examples and detailed documentation: :ref:`federated_statistics` From 749cf6f74449497681ca261e8be2cab6e63443cf Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 15:30:42 -0800 Subject: [PATCH 10/46] add new doc structure --- docs/how-to-guide/develop.rst | 4 ++-- docs/how-to-guide/develop/different_flare_apis.rst | 7 +++++++ docs/how-to-guide/develop/simulation.rst | 7 +++++++ 3 files changed, 16 insertions(+), 2 deletions(-) create mode 100644 docs/how-to-guide/develop/different_flare_apis.rst create mode 100644 docs/how-to-guide/develop/simulation.rst diff --git a/docs/how-to-guide/develop.rst b/docs/how-to-guide/develop.rst index f7c2e42b6f..242c03ffc3 100644 --- a/docs/how-to-guide/develop.rst +++ b/docs/how-to-guide/develop.rst @@ -9,7 +9,7 @@ How to install and turn existing stand-alone, centralized applications into fede Installation Guide ------------------ .. toctree:: - :maxdepth: 2 + :maxdepth: 1 ../installation @@ -17,7 +17,7 @@ Federated Application --------------------- .. toctree:: - :maxdepth: 2 + :maxdepth: 1 :glob: develop/* diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst new file mode 100644 index 0000000000..4191dec31e --- /dev/null +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -0,0 +1,7 @@ +.. _diff_api_guide: + +######################################## +How to choose which APIs to use in FLARE +######################################## + +todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/simulation.rst b/docs/how-to-guide/develop/simulation.rst new file mode 100644 index 0000000000..8e8d55711a --- /dev/null +++ b/docs/how-to-guide/develop/simulation.rst @@ -0,0 +1,7 @@ +.. _simulation_guide: + +################################### +How to run simulation code in FLARE +################################### + +todo: \ No newline at end of file From 962fb663227518909815f484b71722ca7aefaf17 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 15:32:34 -0800 Subject: [PATCH 11/46] update doc --- docs/hello-world/hello-pt/index.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/hello-world/hello-pt/index.rst b/docs/hello-world/hello-pt/index.rst index 2abe40cf5d..d2ae1c2774 100644 --- a/docs/hello-world/hello-pt/index.rst +++ b/docs/hello-world/hello-pt/index.rst @@ -1,3 +1,5 @@ +.. _hello_pt: + Hello PyTorch ============= From 7f64e7f21dbb91392cc6126c20abe194231ece5e Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 15:35:24 -0800 Subject: [PATCH 12/46] update doc --- docs/how-to-guide/develop/fed_analytics.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/how-to-guide/develop/fed_analytics.rst b/docs/how-to-guide/develop/fed_analytics.rst index a3cac93634..6282493ed6 100644 --- a/docs/how-to-guide/develop/fed_analytics.rst +++ b/docs/how-to-guide/develop/fed_analytics.rst @@ -86,7 +86,7 @@ Client Code The local statistics generator ``AdultStatistics`` implements the ``Statistics`` spec: -.. literalinclude:: ../../examples/hello-world/hello-tabular-stats/client.py +.. literalinclude:: ../../../examples/hello-world/hello-tabular-stats/client.py :language: python :linenos: :caption: Client Code (client.py) @@ -106,7 +106,7 @@ Job Recipe The job is defined via a recipe and runs in the Simulation Execution Environment: -.. literalinclude:: ../../examples/hello-world/hello-tabular-stats/job.py +.. literalinclude:: ../../../examples/hello-world/hello-tabular-stats/job.py :language: python :linenos: :caption: Job Recipe (job.py) From aafe231eb5fea6a5c0343876fa5bc8a98111ad53 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 20:13:49 -0800 Subject: [PATCH 13/46] add new doc structure --- .../develop/different_flare_apis.rst | 42 ++++- docs/how-to-guide/index.rst | 2 +- .../production/interact_with_flare.rst | 1 - .../programming_guide/flare_api_evolution.rst | 178 ++++++++++++++++++ docs/resources/client_server_wiring_apis.jpg | Bin 0 -> 42853 bytes docs/resources/client_side_apis.jpg | Bin 0 -> 48331 bytes docs/resources/server_side_aps.jpg | Bin 0 -> 42720 bytes 7 files changed, 220 insertions(+), 3 deletions(-) create mode 100644 docs/programming_guide/flare_api_evolution.rst create mode 100644 docs/resources/client_server_wiring_apis.jpg create mode 100644 docs/resources/client_side_apis.jpg create mode 100644 docs/resources/server_side_aps.jpg diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst index 4191dec31e..21f97367d1 100644 --- a/docs/how-to-guide/develop/different_flare_apis.rst +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -4,4 +4,44 @@ How to choose which APIs to use in FLARE ######################################## -todo: \ No newline at end of file + +When getting started with NVIDIA FLARE, one of the first decisions new users face is choosing which APIs to use. +FLARE provides multiple API layers that have evolved over time to support different levels of abstraction—from high-level, +ready-to-use workflows for common federated learning and analytics tasks, to lower-level, highly customizable APIs +for advanced control over execution, orchestration, and security. These APIs are reflected across different FLARE examples, +which can sometimes be confusing for new users when deciding where to start. This guide helps clarify the evolution of +FLARE APIs and provides guidance on selecting the most appropriate API for your use case and development goals. + +The newer FLARE APIs—Client API, Job Recipe API, and Collaborative API (released soon) —represent the latest stage in the +evolution of the platform. They are designed primarily for data scientists and researchers, providing a simplified and +intuitive interface that is sufficient for most common federated learning and federated analytics use cases. In contrast, +the Controller/Executor APIs operate at a lower level and are intended for system integration, advanced customization, +and platform-level extensions, where fine-grained control over execution flow, policies, and orchestration is required. + + +Evolution of FLARE APIs +======================= + +You can read the overall evalutions of FLARE APIs in :ref:`api_evolution` + +- Server + +.. image:: ../../../resources/server_side_apis.jpg + :height: 600px + +- Client + +.. image:: ../../../resources/client_side_apis.jpg + :height: 600px + +- Client Server wiring + +.. image:: ../../../resources/client_server_wiring_apis.jpg + :height: 600px + +Which APIs to use ? +------------------- + + + + diff --git a/docs/how-to-guide/index.rst b/docs/how-to-guide/index.rst index 297e6e604a..6b33c0370c 100644 --- a/docs/how-to-guide/index.rst +++ b/docs/how-to-guide/index.rst @@ -6,7 +6,7 @@ how to develop and deploy FLARE ############################### This document serves as a quick reference for commonly asked questions, -providing concise answers along with links to relevant documentation. Unlike a comprehensive system guide, +providing concise answers along with links to relevant documentation. Unlike comprehensive user, programmer or system guides, this how-to guide is intentionally focused and task-oriented, offering direct guidance to specific questions for faster and more practical use. diff --git a/docs/how-to-guide/production/interact_with_flare.rst b/docs/how-to-guide/production/interact_with_flare.rst index c1b799edce..4f4370fd51 100644 --- a/docs/how-to-guide/production/interact_with_flare.rst +++ b/docs/how-to-guide/production/interact_with_flare.rst @@ -3,4 +3,3 @@ ################################# How to interact with FLARE System ################################# - diff --git a/docs/programming_guide/flare_api_evolution.rst b/docs/programming_guide/flare_api_evolution.rst new file mode 100644 index 0000000000..5e41a95df9 --- /dev/null +++ b/docs/programming_guide/flare_api_evolution.rst @@ -0,0 +1,178 @@ +.. _api_evolution: + +######################## +Evolution of FLARE APIs +######################## + + +Evolution of FLARE Server Side API +================================== + +.. image:: ../../resources/server_side_apis.jpg + :height: 600px + + +Controller +---------- + +In NVIDIA FLARE, the Controller is the server-side component that orchestrates federated learning workflows. It defines +the server logic of the FL algorithm, assigns tasks to clients, and processes returned results to drive the overall +training or evaluation process. Clients pull tasks from the Controller and push results back using a task-based interaction model. + +**Controller API** + +The Controller API provides the abstractions for implementing federated workflows on the server. It is built around a task abstraction, +where each task represents a unit of client work with an associated payload. Clients periodically request tasks, execute them locally, +and return results to the Controller, enabling flexible and programmable coordination of federated computation. + +Model Controller +---------------- + +In NVIDIA FLARE, the ModelController is a specialized Controller that manages model-centric federated learning workflows. + +It uses the FLModel data structure, which wraps the model state, parameters, and metadata. By providing a structured +interface instead of a general dictionary, FLModel makes it easier for data scientists to work with models, reducing errors +and simplifying workflow implementation while still supporting necessary flexibility for federated learning. + +This API design reflects an earlier effort to separate FL algorithm logic from underlying communication handling, making it +easier for users to focus on modeling and analytics without worrying about low-level message passing or orchestration details. + + +Collaborative API (Collab API) +------------------------------ + +The Collaborative API achieves a complete separation between communication handling and federated learning algorithms +This design gives users greater freedom from framework constraints, allowing them to implement algorithms and analytics logic without +having to learn FLARE framework concepts. In collab API, user decide what kind the message or data structure to pass around. + + +Evolution of Client Side APIs +============================= + +.. image:: ../../resources/client_side_apis.jpg + :height: 600px + + +Executor +-------- +The FLARE Executor API is a low-level integration interface that allows users to directly participate in federated workflows +while retaining full control over client-side execution. It is responsible for receiving tasks from the server, +interacting with the FLARE runtime, and returning results. This API offers maximum flexibility and extensibility, +making it suitable for system integration, custom protocols, non-standard workflows, or tight coupling with external systems. +However, it also requires a deep understanding of FLARE-specific concepts such as Executors, task lifecycle, Shareable, +and FLContext, and requires users to structure their logic around FLARE’s execution model. + +As a result, the Client-side API Executor is most appropriate for advanced users who need fine-grained control and are +willing to trade simplicity for customization. + + +Learner Executor & Learner +-------------------------- +The LearnerExecutor and Learner pattern is a mid-level client-side abstraction in NVIDIA FLARE that separates federated +orchestration from machine learning logic while preserving FLARE’s Trainer-style execution model. The LearnerExecutor +manages FLARE-specific concerns—task dispatch, execution context, and runtime communication—while delegating all ML +computation to a Learner, which encapsulates framework-specific logic such as training, evaluation, and update handling. +However, this pattern still requires users to learn FLARE-specific concepts such as Shareable and FLContext, and to place +their code within predefined method structures dictated by the Executor lifecycle. As a result, while cleaner than raw +executor implementations, it retains framework constraints and learning overhead compared to higher-level APIs that fully +abstract the execution model. + + +FLARE Client API +---------------- + +The Client API is a high-level API built on top of the FLModel abstraction, where all federated communication is performed +through a single, constrained data structure. The FLModel contains only model weights, optimizer parameters, metrics, +and lightweight metadata, and does not expose any low-level communication or execution details. This design makes it easy +for data scientists to understand exactly what information is being passed between client and server. + +The Client API is designed to simplify the conversion of existing ML/DL code into federated workloads with minimal code changes. +Unlike the Learner API,Users adapt their existing training or analytics code in place, without restructuring it. + +As a result, users do not need to learn FLARE-specific framework concepts such as Executors, Controllers, Shareable, or FLContext. +Aside from understanding the FLModel data structure itself, the Client API allows users to focus on ML logic while FLARE +transparently handles federated communication and orchestration. + + + +Client API + Collaborative API (Collab API) +------------------------------------------- + +The Collaborative API achieves a complete separation between communication handling and federated learning algorithms, +eliminating the need to use the FLModel structure, which limits some FL algorithm implementations. This design gives +users greater freedom from framework constraints, allowing them to implement algorithms and analytics logic without +having to learn many FLARE framework concepts. + +With Client API + Collab API, users are free to continue pass FLModel around, or choose any other data structure they choose. + + +Evolution of Client Server Wiring APIs +====================================== + +For a federated learning system to function, the client-side Executor and server-side Controller must be properly +connected. In FLARE, this wiring is handled through system- and job-level configurations, which works well for custom +component plugins and system integration developers. However, this approach can be cumbersome for data scientists. +To address this, FLARE has introduced several higher-level APIs and approaches designed to simplify client-server +integration and reduce the setup effort for typical federated learning and analytics tasks. + +.. image:: ../../resources/client_server_wiring_apis.jpg + :height: 600px + + +Json Configurations +-------------------- + +The FLARE Job is defined by three configuration files: + +.. code-block:: text + + config_fed_server.json + config_fed_client.json + meta.json + +There is no need to dive deep to the specific content of the json files. +The json file format give the system a way to define dynamic plugin custom components. + + +Alternative Configurations support: YAML (OmegaConf), pyhocon +------------------------------------------------------------- +We support both YAML and Pyhocon (Python HOCON) configuration formats, each allowing comments and variable substitution: +**Pyhocon** – A JSON variant and HOCON (Human-Optimized Config Object Notation) parser for Python, supporting comments, variable substitution, and inheritance. +**OmegaConf** – A YAML-based hierarchical configuration system, also supporting comments and variable substitution. +Users can work with a single format or combine multiple formats—for example, config_fed_client.conf and config_fed_server.json. + + +Job Template & Job CLI +---------------------- +A FLARE Job Template is a predefined set of job configurations in NVIDIA FLARE. It defines the model, training strategy, +and client/server settings, enabling new federated learning jobs to be copied and modified without rewriting them from scratch. +To simplify working with these templates, we also provide the FLARE Job CLI, which allows users to list available templates, +create jobs from templates, inspect template variables, and submit job. +This approach represents an early step toward automating job scripting. + + +Job API +-------- + +The FLARE Job API is a Python interface that allows users to define components, wire client-server connections, and specify +federated learning workflows, typically expressed in JSON configurations. Users can generate job configurations directly +from the Job API by exporting the workflow definitions to JSON. This provides a precise and programmatic way to describe +and define FL workflows using Python. + + +Job Recipe & Runtime Environments +--------------------------------- + +**Job Recipe** + +A Job Recipe in NVIDIA FLARE defines the runtime logic and workflow for a federated learning job. It specifies how components such as models, trainers, and aggregators interact, the sequence of operations during training and evaluation, and any special procedures (e.g., validation, early stopping). Essentially, it encodes the behavior of a job, separate from its configuration, so that the same recipe can be reused with different datasets or clients. + +**Runtime Environment** + +The Runtime Environment describes the execution context for a FLARE job. It includes system-level settings, software dependencies, Python packages, hardware requirements, and communication protocols needed to run the job on clients and servers. By defining a runtime environment, FLARE ensures consistency and reproducibility across heterogeneous devices and platforms. + + + + + + diff --git a/docs/resources/client_server_wiring_apis.jpg b/docs/resources/client_server_wiring_apis.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471dfb15618c84778a04b3a3f3e1825053712f73 GIT binary patch literal 42853 zcmeFZ1yr0%moD4{4S^5{?g_35?hukR8r(euhXBDX&42h_ymMh)HJko^z0m*T--do zuU>;iM8(7<6cm+|RaDi~_4Ex4jf_o9ZEWrA9UPsUJ-&E)dHeYKg@%PkL`Hp!j!8*P zOV7y6%FZb%Ei136tg5bQZfR|6@96C69vU7Q9UGsRoLXF3URhmR-`LzbJUTvso}Qgw zT;Ayg2ZH}yE#TkZ75j@`n1EjQ5D?%Ikni+@yXOEDcuWMuCoD)uen!E5 z8IoMwbf1Dv{s8Bl^&l!PCHo@P;hk!~Y4)!v=Kep@?B5mpL$4_i8ax~@c<`7YA<)?+ zZOSLqzsuh?_!|R%W8iNL{EdOXG4MAA{-4G`PUVzmMIs?bi=e)FNSaky(60Lj9ATPI zGK*5wvtMH+mDN*9=39A9HH5iiM8#XMF~9GfD|k`8pfu+v4#L3Jbo7_3n9yD+VK-xO zTyl6F*s#q;`$QPZyNuZ3-CKw0|(_}iV!F=HXUR(xNK=+nMv=kKu1RpXV9aPU3Y z%pBf(EFZ0Br!qwW4s7uW-`jHP;_edo1hN!)6xFsm(w&yp@YoE7MI=nL@3%@Lu1r?S 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docs/resources/server_side_aps.jpg | Bin 42720 -> 0 bytes 3 files changed, 17 insertions(+), 15 deletions(-) delete mode 100644 docs/resources/server_side_aps.jpg diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst index 21f97367d1..efcb052deb 100644 --- a/docs/how-to-guide/develop/different_flare_apis.rst +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -22,23 +22,25 @@ and platform-level extensions, where fine-grained control over execution flow, p Evolution of FLARE APIs ======================= -You can read the overall evalutions of FLARE APIs in :ref:`api_evolution` +You can read the overall evolution of FLARE APIs in :ref:`api_evolution` -- Server +**Server-side APIs** -.. image:: ../../../resources/server_side_apis.jpg +.. image:: ../../resources/server_side_apis.jpg :height: 600px -- Client -.. image:: ../../../resources/client_side_apis.jpg +**Client-side APIs** + +.. image:: ../../resources/client_side_apis.jpg :height: 600px -- Client Server wiring +**Client-Server Wiring APIs** -.. image:: ../../../resources/client_server_wiring_apis.jpg +.. image:: ../../resources/client_server_wiring_apis.jpg :height: 600px + Which APIs to use ? ------------------- diff --git a/docs/programming_guide/flare_api_evolution.rst b/docs/programming_guide/flare_api_evolution.rst index 5e41a95df9..7de7cc86cf 100644 --- a/docs/programming_guide/flare_api_evolution.rst +++ b/docs/programming_guide/flare_api_evolution.rst @@ -8,7 +8,7 @@ Evolution of FLARE APIs Evolution of FLARE Server Side API ================================== -.. image:: ../../resources/server_side_apis.jpg +.. image:: ../resources/server_side_apis.jpg :height: 600px @@ -43,13 +43,13 @@ Collaborative API (Collab API) The Collaborative API achieves a complete separation between communication handling and federated learning algorithms This design gives users greater freedom from framework constraints, allowing them to implement algorithms and analytics logic without -having to learn FLARE framework concepts. In collab API, user decide what kind the message or data structure to pass around. +having to learn FLARE framework concepts. In the Collab API, users decide what kind of message or data structure to pass around. Evolution of Client Side APIs ============================= -.. image:: ../../resources/client_side_apis.jpg +.. image:: ../resources/client_side_apis.jpg :height: 600px @@ -87,7 +87,7 @@ and lightweight metadata, and does not expose any low-level communication or exe for data scientists to understand exactly what information is being passed between client and server. The Client API is designed to simplify the conversion of existing ML/DL code into federated workloads with minimal code changes. -Unlike the Learner API,Users adapt their existing training or analytics code in place, without restructuring it. +Unlike the Learner API, users adapt their existing training or analytics code in place, without restructuring it. As a result, users do not need to learn FLARE-specific framework concepts such as Executors, Controllers, Shareable, or FLContext. Aside from understanding the FLModel data structure itself, the Client API allows users to focus on ML logic while FLARE @@ -103,7 +103,7 @@ eliminating the need to use the FLModel structure, which limits some FL algorith users greater freedom from framework constraints, allowing them to implement algorithms and analytics logic without having to learn many FLARE framework concepts. -With Client API + Collab API, users are free to continue pass FLModel around, or choose any other data structure they choose. +With Client API + Collab API, users are free to continue passing FLModel around or choose any other data structure. Evolution of Client Server Wiring APIs @@ -115,7 +115,7 @@ component plugins and system integration developers. However, this approach can To address this, FLARE has introduced several higher-level APIs and approaches designed to simplify client-server integration and reduce the setup effort for typical federated learning and analytics tasks. -.. image:: ../../resources/client_server_wiring_apis.jpg +.. image:: ../resources/client_server_wiring_apis.jpg :height: 600px @@ -130,8 +130,8 @@ The FLARE Job is defined by three configuration files: config_fed_client.json meta.json -There is no need to dive deep to the specific content of the json files. -The json file format give the system a way to define dynamic plugin custom components. +There is no need to dive deep into the specific content of the JSON files. +The JSON file format gives the system a way to define dynamic plugin custom components. 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z`;7d2S2q<-;lGjs;!B9vSyj0`=Tu`KZkD|MvS~D9@LzZ;|8HY|hA=c=?rVWdtS!DEp%*kmT*42?@6YgeoDMeV z<4`QH=KwRcc_*}{dI}b_Z8uAUCromp`1TsZyK>`o#2|oqI8Z1*o}#=5X;MN zUv+WDUt;TDDC_`Zbed_As8{~%T1D2%jvIaeTp~#hyb_+)_h|x%e5^7qglU8P3-a@b u$&O5BN{YpQ@($a-5^y;GeeA#X4)ed~@4x5ozhmIPW8gnH1_=K#|33iWAdm$B literal 0 HcmV?d00001 From bce55435599076bedc3e04d7ebe3a39fe5f1f85c Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 20:55:15 -0800 Subject: [PATCH 16/46] add new doc structure --- .../develop/different_flare_apis.rst | 44 +++++++++++++++++-- .../programming_guide/flare_api_evolution.rst | 6 +-- 2 files changed, 43 insertions(+), 7 deletions(-) diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst index efcb052deb..31784f5917 100644 --- a/docs/how-to-guide/develop/different_flare_apis.rst +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -27,23 +27,59 @@ You can read the overall evolution of FLARE APIs in :ref:`api_evolution` **Server-side APIs** .. image:: ../../resources/server_side_apis.jpg - :height: 600px + :height: 400 **Client-side APIs** .. image:: ../../resources/client_side_apis.jpg - :height: 600px + :height: 400 **Client-Server Wiring APIs** .. image:: ../../resources/client_server_wiring_apis.jpg - :height: 600px + :height: 400 Which APIs to use ? -------------------- +=================== +We recommend to use the following APIs depends on your roles +**Applied Data Scientists** +--------------------------- +- Client: Client API +- Server: choose a builtin algorithm +- Client-Server wiring: Job Recipe with builtin FL algorithms + + +**FL Researchers** +--------------------------- + +- Client: Collab API, Client API +- Server: Collab API +- Client-Server wiring: Job Recipe + +**System Integrator** +--------------------------- +- Client: Collab API, Executor API +- Server: Collab API, Controller API +- Client-Server wiring: Job Recipe + + +Deprecated APIs +================ + +- LearnerExecutor and Learner +- ModelController (once Collab API is released) +- Job Template & CLI Job Template API + + +API References +================ + +- Client API: :ref:`client_api` +- Server API: :ref:`collab_api` +- client-server wiring: :ref:`job_recipe` diff --git a/docs/programming_guide/flare_api_evolution.rst b/docs/programming_guide/flare_api_evolution.rst index 7de7cc86cf..6c716fc54f 100644 --- a/docs/programming_guide/flare_api_evolution.rst +++ b/docs/programming_guide/flare_api_evolution.rst @@ -9,7 +9,7 @@ Evolution of FLARE Server Side API ================================== .. image:: ../resources/server_side_apis.jpg - :height: 600px + :height: 400 Controller @@ -50,7 +50,7 @@ Evolution of Client Side APIs ============================= .. image:: ../resources/client_side_apis.jpg - :height: 600px + :height: 400 Executor @@ -116,7 +116,7 @@ To address this, FLARE has introduced several higher-level APIs and approaches d integration and reduce the setup effort for typical federated learning and analytics tasks. .. image:: ../resources/client_server_wiring_apis.jpg - :height: 600px + :height: 400 Json Configurations From fe4baab9e7702359598e36620d56a68cf57ab5a7 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 20:58:43 -0800 Subject: [PATCH 17/46] add new doc structure --- docs/how-to-guide/develop/different_flare_apis.rst | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst index 31784f5917..7e9bb13464 100644 --- a/docs/how-to-guide/develop/different_flare_apis.rst +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -1,9 +1,8 @@ .. _diff_api_guide: -######################################## -How to choose which APIs to use in FLARE -######################################## - +##################### +How to use FLARE API +##################### When getting started with NVIDIA FLARE, one of the first decisions new users face is choosing which APIs to use. FLARE provides multiple API layers that have evolved over time to support different levels of abstraction—from high-level, @@ -22,7 +21,8 @@ and platform-level extensions, where fine-grained control over execution flow, p Evolution of FLARE APIs ======================= -You can read the overall evolution of FLARE APIs in :ref:`api_evolution` +Before, you see which API layer to use, you can have view what the API layers. +You can read the overall evolution of FLARE APIs in :ref:`api_evolution` if you want to find more details. **Server-side APIs** From fc3124d78d91e6bcdeb145212becdbc7238b6d0c Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 21:02:18 -0800 Subject: [PATCH 18/46] update doc --- .../develop/different_flare_apis.rst | 28 +++++++++---------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/docs/how-to-guide/develop/different_flare_apis.rst b/docs/how-to-guide/develop/different_flare_apis.rst index 7e9bb13464..92228b178b 100644 --- a/docs/how-to-guide/develop/different_flare_apis.rst +++ b/docs/how-to-guide/develop/different_flare_apis.rst @@ -21,8 +21,8 @@ and platform-level extensions, where fine-grained control over execution flow, p Evolution of FLARE APIs ======================= -Before, you see which API layer to use, you can have view what the API layers. -You can read the overall evolution of FLARE APIs in :ref:`api_evolution` if you want to find more details. +Before deciding which API layer to use, it helps to understand the available options. +The diagrams below provide an overview, and you can read more about the evolution of FLARE APIs in :ref:`api_evolution`. **Server-side APIs** @@ -41,35 +41,35 @@ You can read the overall evolution of FLARE APIs in :ref:`api_evolution` if you :height: 400 -Which APIs to use ? -=================== +Which APIs to Use? +================== -We recommend to use the following APIs depends on your roles +We recommend using the following APIs depending on your role: **Applied Data Scientists** --------------------------- - Client: Client API -- Server: choose a builtin algorithm -- Client-Server wiring: Job Recipe with builtin FL algorithms +- Server: Choose a built-in algorithm +- Client-Server wiring: Job Recipe with built-in FL algorithms **FL Researchers** ---------------------------- +------------------ - Client: Collab API, Client API - Server: Collab API - Client-Server wiring: Job Recipe -**System Integrator** ---------------------------- +**System Integrators** +---------------------- - Client: Collab API, Executor API - Server: Collab API, Controller API - Client-Server wiring: Job Recipe Deprecated APIs -================ +=============== - LearnerExecutor and Learner - ModelController (once Collab API is released) @@ -77,9 +77,9 @@ Deprecated APIs API References -================ +============== - Client API: :ref:`client_api` -- Server API: :ref:`collab_api` -- client-server wiring: :ref:`job_recipe` +- Collab API: Coming soon +- Job Recipe: :ref:`job_recipe` From b8ed37d5c1215fb158c10b1955038d7d103bb249 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 21:03:58 -0800 Subject: [PATCH 19/46] add new doc structure --- docs/how-to-guide/develop/experiment_tracking.rst | 7 ------- docs/how-to-guide/develop/fine_tune_llm.rst | 7 ------- 2 files changed, 14 deletions(-) delete mode 100644 docs/how-to-guide/develop/experiment_tracking.rst delete mode 100644 docs/how-to-guide/develop/fine_tune_llm.rst diff --git a/docs/how-to-guide/develop/experiment_tracking.rst b/docs/how-to-guide/develop/experiment_tracking.rst deleted file mode 100644 index e8524dff77..0000000000 --- a/docs/how-to-guide/develop/experiment_tracking.rst +++ /dev/null @@ -1,7 +0,0 @@ -.. _experiment_tracking_guide: - -################################################### -How to add experiment tracking to the training code -################################################### - -todo: \ No newline at end of file diff --git a/docs/how-to-guide/develop/fine_tune_llm.rst b/docs/how-to-guide/develop/fine_tune_llm.rst deleted file mode 100644 index 4b0bdf0d4a..0000000000 --- a/docs/how-to-guide/develop/fine_tune_llm.rst +++ /dev/null @@ -1,7 +0,0 @@ -.. _fine_tune_llm_guide: - -########################### -How to fine tune LLM model -########################### - -todo: \ No newline at end of file From 001e6e9386dc8354a610286bfae33f290f43ab07 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Fri, 26 Dec 2025 21:15:49 -0800 Subject: [PATCH 20/46] add new doc structure --- docs/how-to-guide/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/how-to-guide/index.rst b/docs/how-to-guide/index.rst index 6b33c0370c..da5dba2fa6 100644 --- a/docs/how-to-guide/index.rst +++ b/docs/how-to-guide/index.rst @@ -2,7 +2,7 @@ .. _flare_how_to_guide: ############################### -how to develop and deploy FLARE +How to develop and deploy FLARE ############################### This document serves as a quick reference for commonly asked questions, From 61d12319042c00122733d4441bff4ca6a810c610 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Sat, 27 Dec 2025 13:16:38 -0800 Subject: [PATCH 21/46] add new doc structure --- docs/how-to-guide/develop/simulation.rst | 96 ++++++++++++++++++- .../develop/{apply_dp.rst => use_dp.rst} | 2 +- .../develop/{apply_he.rst => use_he.rst} | 2 +- 3 files changed, 97 insertions(+), 3 deletions(-) rename docs/how-to-guide/develop/{apply_dp.rst => use_dp.rst} (88%) rename docs/how-to-guide/develop/{apply_he.rst => use_he.rst} (87%) diff --git a/docs/how-to-guide/develop/simulation.rst b/docs/how-to-guide/develop/simulation.rst index 8e8d55711a..87384d9993 100644 --- a/docs/how-to-guide/develop/simulation.rst +++ b/docs/how-to-guide/develop/simulation.rst @@ -4,4 +4,98 @@ How to run simulation code in FLARE ################################### -todo: \ No newline at end of file +NVIDIA FLARE provide several different type of simulations: + +- Simulate FLARE System in local host: Simulator + Running client and server directly with multi-thread and processes without worry about the actual deployment + +- Simulate FLARE deployment in local host: Proof of Concept (PoC) mode. + Simulate actual deployment with provisioning, where clients and server are separated into different folders (startup kits) + User can interact with FLARE system just like user did with production FLARE system. + + +How to run simulation with Simulator +===================================== + +Running JobRecipe in SimEnv (Recommended) +----------------------------------------- +To run simulation, we recommend to use JobRecipe with Simulation Env. + +.. code-block:: python + + recipe = FedAvgRecipe( + name="hello-pt", + min_clients=n_clients, + num_rounds=num_rounds, + initial_model=SimpleNetwork(), + train_script="client.py", + train_args=f"--batch_size {batch_size}", + ) + + env = SimEnv(num_clients=n_clients, num_threads=n_clients) + recipe.execute(env=env) + + Here the SimEnv() represents the Simulation env. The recipe will execute in that environment. + + +Directly using FLARE Simulator +------------------------------ + +If user prefers to use commandline, one can use FLARE CLI to run simulator. +User can use recipe.export(job_dir) method export job configuration to Job_dir + + **FLARE CLI** + +.. code-block:: text + nvflare simulator -w workspace -n -t -gpu + + **Call from Python** + use can also call directly from python code to `SimulatorRunner.run()` class method + +.. note:: + The simulator behavior might change with Collaborator API release (coming soon) + +How to run job in POC mode +========================== + +Running JobRecipe in PocEnv (Recommended) +----------------------------------------- + +To run simulation, we recommend to use JobRecipe with PoC Env. + +.. code-block:: python + + recipe = FedAvgRecipe( + name="hello-pt", + min_clients=n_clients, + num_rounds=num_rounds, + initial_model=SimpleNetwork(), + train_script="client.py", + train_args=f"--batch_size {batch_size}", + ) + env = POCEnv(num_clients=2) + recipe.execute(env=env) + +Here the POCEnv() represents the PoC env. The recipe will execute in that environment, +If PoC env doesn't exists, if will create PoC directory and start the clients and servers in PoC, then run the job. + + +Directly using Running in POC +----------------------------- +You can use FLARE PoC Cli command to prepare, start/stop PoC env. + + **FLARE CLI** + +.. code-block:: text + nvflare poc prepare -n N + nvflare poc start + nvflare poc stop + nvflare job submit -j + + + + + + + + diff --git a/docs/how-to-guide/develop/apply_dp.rst b/docs/how-to-guide/develop/use_dp.rst similarity index 88% rename from docs/how-to-guide/develop/apply_dp.rst rename to docs/how-to-guide/develop/use_dp.rst index ccd8bcb9d0..cdf95a9494 100644 --- a/docs/how-to-guide/develop/apply_dp.rst +++ b/docs/how-to-guide/develop/use_dp.rst @@ -1,4 +1,4 @@ -.. _apply_dp_guide: +.. _use_dp_guide: ################################################## How to apply differential privacy to model weights diff --git a/docs/how-to-guide/develop/apply_he.rst b/docs/how-to-guide/develop/use_he.rst similarity index 87% rename from docs/how-to-guide/develop/apply_he.rst rename to docs/how-to-guide/develop/use_he.rst index 0d40ca3494..3d218c1706 100644 --- a/docs/how-to-guide/develop/apply_he.rst +++ b/docs/how-to-guide/develop/use_he.rst @@ -1,4 +1,4 @@ -.. _apply_he_guide: +.. _ise_he_guide: ################################################## How to use homomorphic encryption From afc7bf45b6c0528d4aa3c7e9b8bc92b377a40dfc Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Sat, 27 Dec 2025 13:21:47 -0800 Subject: [PATCH 22/46] update doc --- docs/how-to-guide/develop/simulation.rst | 89 +++++++++++++----------- 1 file changed, 50 insertions(+), 39 deletions(-) diff --git a/docs/how-to-guide/develop/simulation.rst b/docs/how-to-guide/develop/simulation.rst index 87384d9993..b5f5ed43ff 100644 --- a/docs/how-to-guide/develop/simulation.rst +++ b/docs/how-to-guide/develop/simulation.rst @@ -1,25 +1,26 @@ .. _simulation_guide: ################################### -How to run simulation code in FLARE +How to Run Simulation Code in FLARE ################################### -NVIDIA FLARE provide several different type of simulations: +NVIDIA FLARE provides several different types of simulations: -- Simulate FLARE System in local host: Simulator - Running client and server directly with multi-thread and processes without worry about the actual deployment +- **Simulator**: Simulates the FLARE system on a local host by running clients and server directly + with multi-threading and processes, without worrying about actual deployment. -- Simulate FLARE deployment in local host: Proof of Concept (PoC) mode. - Simulate actual deployment with provisioning, where clients and server are separated into different folders (startup kits) - User can interact with FLARE system just like user did with production FLARE system. +- **Proof of Concept (PoC) Mode**: Simulates FLARE deployment on a local host with provisioning, + where clients and server are separated into different folders (startup kits). Users can interact + with the FLARE system just as they would with a production FLARE system. -How to run simulation with Simulator -===================================== +How to Run Simulation with Simulator +==================================== -Running JobRecipe in SimEnv (Recommended) ------------------------------------------ -To run simulation, we recommend to use JobRecipe with Simulation Env. +Running Job Recipe in SimEnv (Recommended) +------------------------------------------ + +To run a simulation, we recommend using Job Recipe with the Simulation Environment. .. code-block:: python @@ -35,33 +36,37 @@ To run simulation, we recommend to use JobRecipe with Simulation Env. env = SimEnv(num_clients=n_clients, num_threads=n_clients) recipe.execute(env=env) - Here the SimEnv() represents the Simulation env. The recipe will execute in that environment. +Here, ``SimEnv()`` represents the Simulation Environment. The recipe will execute in that environment. -Directly using FLARE Simulator +Using FLARE Simulator Directly ------------------------------ -If user prefers to use commandline, one can use FLARE CLI to run simulator. -User can use recipe.export(job_dir) method export job configuration to Job_dir +If you prefer to use the command line, you can use the FLARE CLI to run the simulator. +Use the ``recipe.export(job_dir)`` method to export the job configuration to a job directory. + +**FLARE CLI** - **FLARE CLI** +.. code-block:: bash -.. code-block:: text - nvflare simulator -w workspace -n -t -gpu + nvflare simulator -w workspace -n -t -gpu - **Call from Python** - use can also call directly from python code to `SimulatorRunner.run()` class method +**Calling from Python** + +You can also call the simulator directly from Python code using the ``SimulatorRunner.run()`` class method. .. note:: - The simulator behavior might change with Collaborator API release (coming soon) -How to run job in POC mode -========================== + The simulator behavior might change with the Collaborative API release (coming soon). + -Running JobRecipe in PocEnv (Recommended) ------------------------------------------ +How to Run Jobs in PoC Mode +=========================== -To run simulation, we recommend to use JobRecipe with PoC Env. +Running Job Recipe in PocEnv (Recommended) +------------------------------------------ + +To run a simulation in PoC mode, we recommend using Job Recipe with the PoC Environment. .. code-block:: python @@ -73,29 +78,35 @@ To run simulation, we recommend to use JobRecipe with PoC Env. train_script="client.py", train_args=f"--batch_size {batch_size}", ) + env = POCEnv(num_clients=2) recipe.execute(env=env) -Here the POCEnv() represents the PoC env. The recipe will execute in that environment, -If PoC env doesn't exists, if will create PoC directory and start the clients and servers in PoC, then run the job. +Here, ``POCEnv()`` represents the PoC Environment. The recipe will execute in that environment. +If the PoC environment doesn't exist, it will create the PoC directory, start the clients and servers, +and then run the job. + +Using PoC CLI Directly +---------------------- -Directly using Running in POC ------------------------------ -You can use FLARE PoC Cli command to prepare, start/stop PoC env. +You can use the FLARE PoC CLI commands to prepare, start, and stop the PoC environment. - **FLARE CLI** +**FLARE CLI** + +.. code-block:: bash -.. code-block:: text nvflare poc prepare -n N nvflare poc start nvflare poc stop nvflare job submit -j +Additional Resources +==================== - - - - - +- Job Recipe API: :ref:`job_recipe` +- FLARE Simulator: :ref:`fl_simulator` +- Proof of Concept (PoC): :ref:`poc` +- PoC CLI Commands: :ref:`poc_command` +- FLARE CLI Reference: :ref:`nvflare_cli` From 05c7d9b3f146c0b90350b4eaf9b3d7a53a27a729 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Sat, 27 Dec 2025 16:23:06 -0800 Subject: [PATCH 23/46] add new doc structure --- docs/flare_overview.rst | 49 ------------------- .../production/interact_with_flare.rst | 1 + docs/index.rst | 1 + .../cellnet_architecture.rst | 8 +-- .../system_architecture/design_principals.rst | 33 +++++++++++++ docs/system_architecture/index.rst | 11 +++++ .../security_overview.rst} | 6 +-- .../system_architecture.rst} | 15 +++--- 8 files changed, 61 insertions(+), 63 deletions(-) rename docs/{ => system_architecture}/cellnet_architecture.rst (98%) create mode 100644 docs/system_architecture/design_principals.rst create mode 100644 docs/system_architecture/index.rst rename docs/{flare_security_overview.rst => system_architecture/security_overview.rst} (99%) rename docs/{flare_system_architecure.rst => system_architecture/system_architecture.rst} (96%) diff --git a/docs/flare_overview.rst b/docs/flare_overview.rst index 64e62a2dc4..5821fded08 100644 --- a/docs/flare_overview.rst +++ b/docs/flare_overview.rst @@ -100,52 +100,3 @@ Built for production The FLARE SDK is designed for robust, production-scale deployment in real-world federated learning and computing scenarios. It has found applications in various industries, including healthcare, financial services, and self-driving cars. FLARE has been successfully deployed in both cloud and on-premise environments. - -High-level System Architecture -============================== - -As detailed above, FLARE incorporates components that empower researchers and developers to construct and deploy end-to-end federated learning applications. -The high-level architecture, depicted in the diagram below, encompasses the foundational layer of the FLARE communication, messaging streaming layers, and tools dedicated to privacy preservation and secure platform management. -Atop this foundation are the building blocks for federated learning applications, featuring a suite of federation workflows and learning algorithms. -Adjacent to this central stack are tools facilitating experimentation and simulation with the FL Simulator and POC CLI, complemented by a set of tools designed for the deployment and management of production workflows. - -.. image:: resources/flare_overview.png - :height: 500px - -For detailed information on the architecture, please refer to the :ref:`flare_system_architecture` section. -For detailed information on the security overview, please refer to the :ref:`flare_security_overview` section. - - - -Design Principles -================= - -- Less is more -- Design to specification -- Build for real-world scenarios -- Keep the system general-purpose -- Client system friendly - -**Less is more** -We strive to solve unique challenges by doing less while enabling others to do more. -We can't solve whole world's problems, but by building an open platform, we can enable others to solve them. -This design principle means we intentionally limit the scope of the implementation, only building the necessary components. -For a given implementation, we follow specifications in a way that allows others to easily customize and extend. - -**Design to Specification** -Every component and API is specification-based, so that alternative implementations can be constructed by following the spec. -This allows pretty much every component to be customized. -We strive to be open-minded in reference implementations, encouraging developers and end-users to extend and customize to meet the needs of their specific workflows. - -**Built for real-world scenarios** -We build to handle real-world use cases where unexpected events or misbehaving code can be handled in a way that allows components or the system as a whole to fail gracefully. -The reference implementations of the default components are designed to solve real-world problems in a straightforward way. - -**Keep the system general-purpose** -We design the system to be general purpose, to enable different “federated” computing use cases. -We carefully package the components into different layers with minimal dependencies between layers. -In this way, implementations for specific use cases should not demand modifications to the underlying system core. - -**Client system friendly** -We design the system so that it can run anywhere with minimal environmental dependencies. -We also strive to build the system in a way that does not interfere with the deployment environment, allowing FLARE to be easily integrated into your own applications or platforms. diff --git a/docs/how-to-guide/production/interact_with_flare.rst b/docs/how-to-guide/production/interact_with_flare.rst index 4f4370fd51..c1b799edce 100644 --- a/docs/how-to-guide/production/interact_with_flare.rst +++ b/docs/how-to-guide/production/interact_with_flare.rst @@ -3,3 +3,4 @@ ################################# How to interact with FLARE System ################################# + diff --git a/docs/index.rst b/docs/index.rst index 885ceffc39..f24c2fbb8e 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -14,6 +14,7 @@ NVIDIA FLARE Installation getting_started Quick Start + system_architecture/index.rst .. toctree:: :maxdepth: -1 diff --git a/docs/cellnet_architecture.rst b/docs/system_architecture/cellnet_architecture.rst similarity index 98% rename from docs/cellnet_architecture.rst rename to docs/system_architecture/cellnet_architecture.rst index c7aa6593de..263bce9919 100644 --- a/docs/cellnet_architecture.rst +++ b/docs/system_architecture/cellnet_architecture.rst @@ -1,10 +1,10 @@ .. _cellnet_architecture: -FLARE CellNet Architecture --------------------------- +CellNet Architecture +-------------------- -.. image:: resources/cellnet.png - :alt: FLARE CellNet Architecture +.. image:: ../resources/cellnet.png + :alt: CellNet Architecture Purpose and Scope diff --git a/docs/system_architecture/design_principals.rst b/docs/system_architecture/design_principals.rst new file mode 100644 index 0000000000..d979556b36 --- /dev/null +++ b/docs/system_architecture/design_principals.rst @@ -0,0 +1,33 @@ + +Design Principles +================= + +- Less is more +- Design to specification +- Build for real-world scenarios +- Keep the system general-purpose +- Client system friendly + +**Less is more** +We strive to solve unique challenges by doing less while enabling others to do more. +We can't solve whole world's problems, but by building an open platform, we can enable others to solve them. +This design principle means we intentionally limit the scope of the implementation, only building the necessary components. +For a given implementation, we follow specifications in a way that allows others to easily customize and extend. + +**Design to Specification** +Every component and API is specification-based, so that alternative implementations can be constructed by following the spec. +This allows pretty much every component to be customized. +We strive to be open-minded in reference implementations, encouraging developers and end-users to extend and customize to meet the needs of their specific workflows. + +**Built for real-world scenarios** +We build to handle real-world use cases where unexpected events or misbehaving code can be handled in a way that allows components or the system as a whole to fail gracefully. +The reference implementations of the default components are designed to solve real-world problems in a straightforward way. + +**Keep the system general-purpose** +We design the system to be general purpose, to enable different “federated” computing use cases. +We carefully package the components into different layers with minimal dependencies between layers. +In this way, implementations for specific use cases should not demand modifications to the underlying system core. + +**Client system friendly** +We design the system so that it can run anywhere with minimal environmental dependencies. +We also strive to build the system in a way that does not interfere with the deployment environment, allowing FLARE to be easily integrated into your own applications or platforms. diff --git a/docs/system_architecture/index.rst b/docs/system_architecture/index.rst new file mode 100644 index 0000000000..77daac2dc0 --- /dev/null +++ b/docs/system_architecture/index.rst @@ -0,0 +1,11 @@ +######################### +NVIDIA FLARE Architecture +######################### + +.. toctree:: + :maxdepth: 2 + + system_architecture + security_overview + cellnet_architecture + design_principals diff --git a/docs/flare_security_overview.rst b/docs/system_architecture/security_overview.rst similarity index 99% rename from docs/flare_security_overview.rst rename to docs/system_architecture/security_overview.rst index f8d01995b7..7b41deb456 100644 --- a/docs/flare_security_overview.rst +++ b/docs/system_architecture/security_overview.rst @@ -1,8 +1,8 @@ .. _flare_security_overview: -############################### -NVIDIA FLARE Security Overview -############################### +################## +Security Overview +################## Before diving into the security architecture, it will be helpful to understand FLARE's system architecture: :ref:`flare_system_architecture` diff --git a/docs/flare_system_architecure.rst b/docs/system_architecture/system_architecture.rst similarity index 96% rename from docs/flare_system_architecure.rst rename to docs/system_architecture/system_architecture.rst index 6fa75e1591..c42a4b556d 100644 --- a/docs/flare_system_architecure.rst +++ b/docs/system_architecture/system_architecture.rst @@ -1,14 +1,15 @@ .. _flare_system_architecture: -NVIDIA FLARE System Architecture -================================= +#################### +FLARE Architecture +#################### -.. |flare_overview| image:: resources/flare_overview.png - :alt: FLARE Architecture Overview +.. |flare_overview| image:: ../resources/flare_overview.png + :alt: Architecture Overview :width: 45% -.. |system_arch| image:: resources/system_architecture.png - :alt: FLARE Job Processing Architecture +.. |system_arch| image:: ../resources/system_architecture.png + :alt: Job Processing Architecture :width: 45% |flare_overview| |system_arch| @@ -229,7 +230,7 @@ JobRunner Architecture JobRunner Component Structure ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -.. image:: resources/job_runner_architecture.png +.. image:: ../resources/job_runner_architecture.png :alt: FLARE Job Runner Architecture :align: center :height: 300px From 7072609ab4fe44bc64f0024138b7f553aa195839 Mon Sep 17 00:00:00 2001 From: chesterxgchen Date: Sat, 27 Dec 2025 16:51:34 -0800 Subject: [PATCH 24/46] update doc --- docs/hello-world/hello-lightning/index.rst | 3 +- docs/hello-world/hello-tf/index.rst | 2 + docs/how-to-guide/develop/use_he.rst | 2 +- .../execution_api_type/client_api.rst | 10 +- .../system_architecture.rst | 518 +++++++++++++----- 5 files changed, 397 insertions(+), 138 deletions(-) diff --git a/docs/hello-world/hello-lightning/index.rst b/docs/hello-world/hello-lightning/index.rst index f6a04b8d23..618b998211 100644 --- a/docs/hello-world/hello-lightning/index.rst +++ b/docs/hello-world/hello-lightning/index.rst @@ -1,5 +1,6 @@ +.. _hello_lightning: -Hello Pytorch Lightning +Hello PyTorch Lightning ======================= This example demonstrates how to use NVIDIA FLARE with PyTorch lightning to train an image classifier using diff --git a/docs/hello-world/hello-tf/index.rst b/docs/hello-world/hello-tf/index.rst index a266a76844..7ef7cef52a 100644 --- a/docs/hello-world/hello-tf/index.rst +++ b/docs/hello-world/hello-tf/index.rst @@ -1,3 +1,5 @@ +.. _hello_tf: + Hello TensorFlow ================ diff --git a/docs/how-to-guide/develop/use_he.rst b/docs/how-to-guide/develop/use_he.rst index 3d218c1706..3d973c9ce5 100644 --- a/docs/how-to-guide/develop/use_he.rst +++ b/docs/how-to-guide/develop/use_he.rst @@ -1,4 +1,4 @@ -.. _ise_he_guide: +.. _use_he_guide: ################################################## How to use homomorphic encryption diff --git a/docs/programming_guide/execution_api_type/client_api.rst b/docs/programming_guide/execution_api_type/client_api.rst index 6cf652c3c5..b602092fff 100644 --- a/docs/programming_guide/execution_api_type/client_api.rst +++ b/docs/programming_guide/execution_api_type/client_api.rst @@ -190,11 +190,15 @@ than CellPipe, it's not suitable for high-frequency metrics exchange. Examples ======== -For examples of using Client API with different frameworks, -please refer to ```hello-world```. +For examples of using Client API with different frameworks, please refer to: + +- PyTorch: :ref:`hello_pt` +- PyTorch Lightning: :ref:`hello_lightning` +- TensorFlow: :ref:`hello_tf` +- HuggingFace: :github_nvflare_link:`llm_hf ` For additional examples, also take a look at the -:github_nvflare_link:`step-by-step series ` +:github_nvflare_link:`step-by-step series `. Custom Data Class Serialization/Deserialization diff --git a/docs/system_architecture/system_architecture.rst b/docs/system_architecture/system_architecture.rst index c42a4b556d..8f10d4f895 100644 --- a/docs/system_architecture/system_architecture.rst +++ b/docs/system_architecture/system_architecture.rst @@ -15,25 +15,67 @@ FLARE Architecture |flare_overview| |system_arch| -This document describes the overall system architecture of NVIDIA FLARE, including its layered structure, major subsystems, -and how they interact. It covers the runtime components on both server and client sides, the communication framework, -and the process model. +Purpose and Scope +================= + +This document describes NVIDIA FLARE's overall system architecture, including its major subsystems, process model, +and component interactions. It provides a technical overview of how the platform orchestrates federated learning +workloads across distributed participants. + +For detailed information about specific subsystems: + +- Communication infrastructure: see :ref:`cellnet_architecture` +- Provisioning and deployment: see :ref:`provisioning` +- Security: see :ref:`flare_security_overview` + + +Architectural Overview +====================== + +NVIDIA FLARE is a distributed federated learning platform with a multi-process, component-based architecture. +The system is organized into distinct layers: user interaction, provisioning, runtime execution, communication, +and storage. + +The FLARE architecture comprises three main layers: + +- **Foundation Layer**: Communication infrastructure, messaging protocols, privacy preservation tools, and secure platform management. +- **Application Layer**: Building blocks for federated learning, including federation workflows and learning algorithms. +- **Tooling**: FL Simulator and POC CLI for experimentation and simulation, plus deployment and management tools for production workflows. + -The FLARE architecture (shown above) comprises three main layers: +Core Design Principles +---------------------- -- **Foundation Layer** - Communication infrastructure, messaging protocols, privacy preservation tools, and secure platform management. -- **Application Layer** - Building blocks for federated learning, including federation workflows and learning algorithms. -- **Tooling** - FL Simulator and POC CLI for experimentation and simulation, plus deployment and management tools for production workflows. +**Component-Based Design** +The architecture uses pluggable components (``Controller``, ``Executor``, ``Filter``, ``Aggregator``) defined in +JSON configuration files to implement federated learning algorithms. This enables flexible composition of +workflows without code changes. +**Multi-Process Isolation** -Core Components and Code Structure ----------------------------------- +Parent processes (``ProcessType.SERVER_PARENT``, ``ProcessType.CLIENT_PARENT``) manage system lifecycle and spawn +isolated job processes (``ProcessType.SERVER_JOB``, ``ProcessType.CLIENT_JOB``) for workload execution. This +provides fault tolerance and resource isolation. + +**Cell-Based Communication** + +All inter-process and inter-machine communication uses the ``Cell`` class from the F3 CellNet framework. Addressing +uses Fully Qualified Cell Names (FQCN), and messages are routed through predefined ``CellChannel`` values. + +**Multiple Deployment Modes** + +The same core classes support three deployment modes: ``SimulatorRunner`` (single process with threads), POC mode +(multiple processes on localhost), and production (distributed processes with mTLS). + + +Core Components +=============== Primary System Modules -###################### +---------------------- -.. list-table:: **FLARE Core Components** +.. list-table:: :header-rows: 1 :widths: 20 35 45 @@ -45,6 +87,7 @@ Primary System Modules - Core federated learning orchestration and execution * - Job Management - Job definition, storage, scheduling + - Job lifecycle and state management * - Communication - Cell, CoreCell, StreamCell, Pipe - Secure inter-party communication with streaming support @@ -52,7 +95,8 @@ Primary System Modules - ClientAPI (flare.receive(), flare.send()), LauncherExecutor - ML framework integration and external process management * - Administration - - Dashboard and Programmatic and GUI-based system management + - Dashboard, Admin Console + - Programmatic and GUI-based system management * - Deployment - ProvisionerSpec, WorkspaceBuilder - Certificate generation, configuration, and secure deployment @@ -61,70 +105,219 @@ Primary System Modules - Built-in federated learning algorithms and patterns +Multi-Process Architecture +========================== + +NVIDIA FLARE uses a multi-process architecture where parent processes manage system lifecycle and spawn isolated +job processes for workload execution. + +Process Types +------------- + +.. list-table:: + :header-rows: 1 + :widths: 15 25 60 + + * - Process + - Code Symbol + - Description + * - SP + - ``ProcessType.SERVER_PARENT`` + - Server parent process running FederatedServer and ServerEngine + * - SJ + - ``ProcessType.SERVER_JOB`` + - Server job process running ServerRunner and workflow Controllers + * - CP + - ``ProcessType.CLIENT_PARENT`` + - Client parent process running FederatedClient and ClientEngine + * - CJ + - ``ProcessType.CLIENT_JOB`` + - Client job process running ClientRunner and Executors + + Process Responsibilities -######################### +------------------------ **Server Parent (SP)** -- Runs FederatedServer -- Manages client registration and heartbeat monitoring -- Houses ServerEngine which orchestrates job scheduling via JobRunner -- Spawns Server Job (SJ) processes or docker/pod for each active job for different job launcher. +- Runs ``FederatedServer`` for client registration and heartbeat monitoring +- Houses ``ServerEngine`` which orchestrates job scheduling via ``JobRunner`` +- Spawns Server Job (SJ) processes or containers for each active job +- Manages authentication and token issuance for clients **Server Job (SJ)** -- Runs ServerRunner -- Executes workflow Controllers (e.g., ScatterAndGather) +- Runs ``ServerRunner`` for workflow execution +- Executes workflow Controllers (e.g., ``ScatterAndGather``, ``FedAvg``) - Broadcasts tasks to client jobs and aggregates results -- Separate process per job for isolation +- Isolated process per job for fault tolerance **Client Parent (CP)** -- Runs FederatedClient -- Manages client registration with server -- Houses ClientEngine which coordinates job execution -- Spawns Client Job (CJ) processes or docker/pod for each assigned job for different job launcher. +- Runs ``FederatedClient`` for registration with server +- Houses ``ClientEngine`` which coordinates job execution +- Spawns Client Job (CJ) processes or containers for assigned jobs +- Maintains connection heartbeat with server **Client Job (CJ)** -- Runs ClientRunner +- Runs ``ClientRunner`` for task execution - Pulls tasks from server via Cell network -- Launches training processes using JobExecutor +- Launches training processes using ``LauncherExecutor`` - Routes task data to/from training process via Pipe - **Training Process** - User's ML training script -- Uses Client API: flare.init(), flare.receive(), flare.send() +- Uses Client API: ``flare.init()``, ``flare.receive()``, ``flare.send()`` - Communicates with CJ via FilePipe (file-based) or CellPipe (network-based) -Communication Mechanisms -######################## -**Cell Network**: All parent and job processes communicate via F3 Cell objects that provide: +Process Lifecycle and Spawning +------------------------------ + +Job processes are spawned dynamically when jobs are scheduled: + +1. **Job Submission**: Admin submits job via ``nvflare job submit`` +2. **Scheduling**: ``JobRunner`` selects job based on policy and resource availability +3. **Server Job Spawn**: SP spawns SJ process with job configuration +4. **Client Notification**: SP notifies registered clients to start job +5. **Client Job Spawn**: Each CP spawns CJ process for the job +6. **Execution**: SJ and CJ processes execute workflow +7. **Completion**: Processes terminate and report status to parents + + +Communication Framework +======================= + +The Communication Framework, also known as F3 (FLARE Foundation Framework) and CellNet, provides the foundational +messaging infrastructure for all communication in NVIDIA FLARE. + +Cell Network +------------ + +All parent and job processes communicate via F3 Cell objects that provide: + +- **FQCN Addressing**: Fully Qualified Cell Names (e.g., ``server.job_123``, ``client.site-1.job_123``) +- **Channel-Based Routing**: Messages routed through predefined channels +- **Secure Messaging**: Encrypted communication with authentication +- **Streaming Support**: Large data transfer capabilities + +Cell Communication Channels +--------------------------- + +.. list-table:: + :header-rows: 1 + :widths: 35 35 30 + + * - Channel + - Purpose + - Used By + * - ``CellChannel.SERVER_MAIN`` + - Client-to-server FL messages + - CP → SP + * - ``CellChannel.CLIENT_MAIN`` + - Server-to-client FL messages + - SP → CP + * - ``CellChannel.SERVER_COMMAND`` + - Commands to server job + - SP → SJ + * - ``CellChannel.CLIENT_COMMAND`` + - Commands to client job + - CP → CJ + * - ``CellChannel.SERVER_PARENT_LISTENER`` + - Parent commands from SJ + - SJ → SP + * - ``CellChannel.AUX_COMMUNICATION`` + - Auxiliary messages + - All processes + + +Pipe Abstraction +---------------- + +Client Job to training process communication uses the Pipe interface: + +- **FilePipe**: File system-based IPC for same-machine processes +- **CellPipe**: Network-based IPC allowing training process on different machine + +Message Flow: Task Pull Pattern +------------------------------- + +FLARE uses a pull-based task distribution pattern: + +1. **Task Creation**: Controller creates task with payload +2. **Task Broadcast**: ServerRunner broadcasts task availability +3. **Task Pull**: ClientRunner pulls task via ``CellChannel.SERVER_MAIN`` +4. **Task Execution**: Executor processes task, produces result +5. **Result Push**: ClientRunner sends result via ``CellChannel.SERVER_MAIN`` +6. **Result Processing**: Controller aggregates results + + +Job Management +============== + +Job Structure +------------- + +A FLARE job consists of: + +- **meta.json**: Job metadata (name, deploy map, resource requirements) +- **config_fed_server.json**: Server-side component configuration +- **config_fed_client.json**: Client-side component configuration +- **Custom code**: Application-specific components and scripts + +Job Lifecycle States +-------------------- + +.. list-table:: + :header-rows: 1 + :widths: 25 75 + + * - State + - Description + * - ``SUBMITTED`` + - Job submitted, awaiting scheduling + * - ``DISPATCHED`` + - Job assigned to clients, processes starting + * - ``RUNNING`` + - Job actively executing + * - ``FINISHED_COMPLETED`` + - Job completed successfully + * - ``FINISHED_ABORTED`` + - Job aborted by admin or error + * - ``FINISHED_EXECUTION_EXCEPTION`` + - Job failed due to exception + + +JobRunner Architecture +---------------------- + +.. image:: ../resources/job_runner_architecture.png + :alt: FLARE Job Runner Architecture + :align: center + :height: 300px + +The ``JobRunner`` is responsible for: -- FQCN (Fully Qualified Cell Name) addressing (e.g., server.job_123) -- Channel-based routing (SERVER_MAIN, CLIENT_MAIN, AUX_COMMUNICATION) -- Secure, encrypted messaging with authentication -- Streaming support for large data transfers - -**Pipe Abstraction**: CJ-to-training-process communication uses Pipe interface: +- Monitoring submitted jobs in the job store +- Scheduling jobs based on policy and resource availability +- Deploying jobs to server and client processes +- Tracking job status and handling completion/failure -- FilePipe: File system-based IPC for same-machine processes -- CellPipe: Network-based IPC allowing training process on different machine Deployment Modes -################ +================ -NVFLARE provides three deployment modes that share the same core runtime but differ in packaging, security, and deployment complexity. This design ensures consistency from development to production. +NVIDIA FLARE provides three deployment modes that share the same core runtime but differ in packaging, security, +and deployment complexity. Deployment Modes Comparison -^^^^^^^^^^^^^^^^^^^^^^^^^^^ +--------------------------- -.. list-table:: Deployment Modes Comparison +.. list-table:: :header-rows: 1 - :widths: 15 30 15 20 20 + :widths: 15 25 15 25 20 * - Mode - Use Case @@ -134,128 +327,187 @@ Deployment Modes Comparison * - Simulator - Rapid prototyping, algorithm testing - None - - multiple threads, some cases if may create multiple process + - Single process with threads - Seconds * - POC - Local multi-client testing, workflow validation - Optional - - Multiple processes on one machine + - Multiple processes on localhost - Minutes * - Production - - Real-world deployment - - Full PKI/TLS - - Distributed processes across machines + - Real-world distributed deployment + - Full PKI/mTLS + - Distributed across machines - Hours (with provisioning) -Core FL Runtime +Simulator Mode +-------------- + +Simulator mode runs the entire FL system in a single process using threads. + +**Characteristics**: + +- Single process with ``SimulatorRunner`` +- Clients simulated as threads sharing memory +- No network communication (in-memory message passing) +- Fastest iteration for algorithm development + +**Usage**: + +.. code-block:: bash + + nvflare simulator -w workspace -n 2 -t 2 + + +POC Mode +-------- + +POC mode launches separate processes for server and clients on localhost. + +**Characteristics**: + +- Server parent process with separate client parent processes +- Uses actual network communication (gRPC on localhost) +- Job processes spawn using same mechanism as production +- TLS optional (for testing purposes) + +**Usage**: + +.. code-block:: bash + + nvflare poc prepare -n 2 + nvflare poc start + nvflare job submit -j + + +Production Mode --------------- -The Core FL Runtime is the execution engine that manages federated learning job processes and orchestration. -This page documents the runtime components responsible for process lifecycle management, task coordination, and execution modes. +Production mode deploys across multiple machines with full security enforcement. -Scope and Components -#################### +**Requirements**: -The Core FL Runtime consists of: +- Separate machines for server and clients +- PKI certificates generated by Provisioner +- All certificates signed by root CA +- Optional: Overseer for high availability +- Optional: Relay nodes for hierarchical connectivity -- **ServerEngine** : Server-side process orchestration and job lifecycle management -- **ClientEngine** : Client-side process management and communication handling -- **JobRunner** : Job scheduling, deployment, and monitoring -- **SimulatorRunner** : Single-machine simulation for development +**Characteristics**: - -Process Types -############# +- Server runs via ``nvflare.private.fed.app.server.server_train`` +- Clients run via ``nvflare.private.fed.app.client.client_train`` +- All Cell instances use mTLS (mutual TLS) +- Full authentication and authorization enforcement -.. list-table:: **Process Types** - :header-rows: 1 - :widths: 20 35 45 - * - Process Type - - Code Symbol - - Description - * - SP - - ProcessType.SERVER_PARENT - - Server parent process running ServerEngine - * - SJ - - ProcessType.SERVER_JOB - - Server job process running ServerRunner - * - CP - - ProcessType.CLIENT_PARENT - - Client parent process running ClientEngine - * - CJ - - ProcessType.CLIENT_JOB - - Client job process running ClientRunner - +Security Architecture +===================== -Inter-Process Communication -########################### +PKI and Certificate Management +------------------------------ -The runtime uses Cell-based communication between parent and job processes. +NVIDIA FLARE uses PKI for mutual authentication in secure mode: -Cell Communication Channels -^^^^^^^^^^^^^^^^^^^^^^^^^^^ +**Certificate Hierarchy**: -.. list-table:: **Cell Communication Channels** - :header-rows: 1 - :widths: 35 35 30 +- **Root CA**: Self-signed certificate authority generated during provisioning +- **Server Certificate**: Signed by Root CA, identifies server +- **Client Certificates**: Signed by Root CA, unique per client +- **Admin Certificates**: Signed by Root CA, include role attributes for RBAC - * - Channel - - Purpose - - Used By - * - CellChannel.SERVER_MAIN - - Client-to-server FL messages - - CP to SP - * - CellChannel.CLIENT_MAIN - - Server-to-client FL messages - - SP to CP - * - CellChannel.SERVER_COMMAND - - Commands to server job - - SP to SJ - * - CellChannel.CLIENT_COMMAND - - Commands to client job - - CP to CJ - * - CellChannel.SERVER_PARENT_LISTENER - - Parent commands from SJ - - SJ to SP - * - CellChannel.AUX_COMMUNICATION - - Auxiliary messages - - All processes +**Authentication Protocol**: +1. Client sends challenge (random nonce) to server +2. Server proves identity by signing nonce with its private key +3. Client validates server, sends registration with signed response +4. Server issues authentication token for subsequent requests -JobRunner Architecture -###################### +**Token-Based Authentication**: -JobRunner Component Structure -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +After registration, all messages include authentication headers: -.. image:: ../resources/job_runner_architecture.png - :alt: FLARE Job Runner Architecture - :align: center - :height: 300px +- ``TOKEN``: Client authentication token +- ``TOKEN_SIGNATURE``: Server signature for verification +- ``SSID``: Service session ID -Communication Framework + +Authorization Service +--------------------- + +The ``AuthorizationService`` enforces role-based access control: + +- Policy defined in ``authorization.json`` +- Admin commands checked against user role from certificate +- Rights enforced before command execution + +For more details, see :ref:`flare_security_overview`. + + +Configuration and Customization +=============================== + +Component Configuration ----------------------- -Purpose and Scope -################# +FLARE uses JSON configuration files to assemble components: -The Communication Framework, also known as F3 (FLARE Foundation Framework) and Cellnet, provides the foundational messaging infrastructure for all -communication in NVIDIA FLARE. It implements a secure, scalable, and feature-rich messaging layer that handles all -interactions between servers, clients, and administrative components. +**Server Configuration** (``config_fed_server.json``): -This section provides an overview of the communication framework architecture, core components, and basic concepts. +.. code-block:: json -- **CellNet Architecture** - Detailed architecture and design patterns -- **Cell Communication Patterns** - Message sending patterns and channel routing -- **Streaming and Data Transfer** - Large data transfer and streaming protocols -- **Security and Encryption** - Certificate management and message encryption + { + "format_version": 2, + "workflows": [ + { + "id": "scatter_and_gather", + "path": "nvflare.app_common.workflows.scatter_and_gather.ScatterAndGather", + "args": {"min_clients": 2, "num_rounds": 3} + } + ], + "components": [ + {"id": "persistor", "path": "..."}, + {"id": "aggregator", "path": "..."} + ] + } -for mode details please refer to cellnet architecture :ref:`cellnet_architecture` +**Client Configuration** (``config_fed_client.json``): +.. code-block:: json -Security Architecture ---------------------- + { + "format_version": 2, + "executors": [ + { + "tasks": ["train", "validate"], + "executor": {"path": "...", "args": {...}} + } + ] + } + + +Filter Pipeline +--------------- + +Filters implement privacy preservation and data transformation: + +- **Task Data Filters**: Applied before executor receives task +- **Task Result Filters**: Applied after executor produces result +- **Direction**: ``IN`` (server→client) or ``OUT`` (client→server) + +**Common Filters**: + +- ``PercentilePrivacy``: Clip values to percentiles +- ``DifferentialPrivacyFilter``: Add noise for differential privacy +- ``ExcludeVars``: Exclude specific variables from sharing + + +Additional Resources +==================== -Please refer to :ref:`flare_security_overview` for the security architecture. +- CellNet Architecture: 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