From 886648988da6e22ac42c73f4dc44e4cc0b3fa5e6 Mon Sep 17 00:00:00 2001 From: Niklas Date: Tue, 19 Mar 2024 13:24:51 +0100 Subject: [PATCH 01/15] added custom.css and logo --- docs/_static/css/custom.css | 147 ++++++++++++++++++ docs/_static/images/scaleout_grey.png | Bin 0 -> 27409 bytes docs/_static/images/scaleout_symbol_black.png | Bin 0 -> 13656 bytes docs/conf.py | 13 +- 4 files changed, 156 insertions(+), 4 deletions(-) create mode 100644 docs/_static/css/custom.css create mode 100644 docs/_static/images/scaleout_grey.png create mode 100644 docs/_static/images/scaleout_symbol_black.png diff --git a/docs/_static/css/custom.css b/docs/_static/css/custom.css new file mode 100644 index 000000000..52908b2bf --- /dev/null +++ b/docs/_static/css/custom.css @@ -0,0 +1,147 @@ +@import url('https://fonts.googleapis.com/css2?family=Manrope:wght@200..800&display=swap'); + +:root { + --scaleout-black: #191919; + --scaleout-black-rgb: 25, 25, 25; + --scaleout-red: #E0746D; + --scaleout-red-rgb: 224, 116, 109; + --scaleout-yellow: #EBD886; + --scaleout-yellow-rgb: 235, 216, 134; + --scaleout-green: #81B967; + --scaleout-green-rgb: 129, 185, 103; + --scaleout-white: #FFFFFF; + --scaleout-white-rgb: 255, 255, 255; + --scaleout-grey-1: #F8F8F8; + --scaleout-grey-1-rgb: 248, 248, 248; + --scaleout-grey-2: #F2F5F9; + --scaleout-grey-2-rgb: 242, 245, 249; + --scaleout-grey-3: #F2F6F5; + --scaleout-grey-3-rg: 242, 246, 245; + --scaleout-grey-4: #FEFAE9; + --scaleout-grey-4-rgb: 254, 250, 233; + --scaleout-grey-5: #F6EDE4; + --scaleout-grey-5-rgb: 246, 237, 228; + --scaleout-grey-6: #DDDDDD; + --scaleout-grey-6-rgb: 221, 221, 221; +} + +body { + font-family: "Manrope", sans-serif; + font-optical-sizing: auto; + font-weight: 300; + font-style: normal; +} + +div.wy-nav-content { + box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; +} + + +a { + color: var(--scaleout-black); + text-decoration: none; + display: inline-block; +} + +a::after { + content: ''; + display: block; + width: 0; + height: 1px; + background: #000; + transition: width .4s; +} + +a:hover::after, +a:focus::after, +a.active::after { + width: 100%; +} + +a:hover, +a:visited { + color: var(--scaleout-black); +} + +nav.wy-nav-side { + background-color: var(--scaleout-white); + box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; +} + +div.wy-side-nav-search { + background-color: var(--scaleout-white); +} + +.wy-menu-vertical a { + color: var(--scaleout-black); + display: inline-block; +} + +.wy-menu-vertical a:hover { + background-color: var(--scaleout-white); + cursor: pointer; +} + +.wy-side-nav-search input[type=text] { + box-shadow: 0 0 6px 0px var(--scaleout-grey-6); + border-color: var(--scaleout-grey-6); +} + +.rst-content .section ul, +.rst-content .toctree-wrapper ul, +.rst-content section ul, +.wy-plain-list-disc, +article ul { + list-style: disc; + line-height: 16px; + margin-bottom: 16px; +} + +.rst-content .section ul li, +.rst-content .toctree-wrapper ul li, +.rst-content section ul li, +.wy-plain-list-disc li, +article ul li { + list-style: none; + margin-left: 16px; +} + + +.rst-content .section ul li li, +.rst-content .toctree-wrapper ul li li, +.rst-content section ul li li, +.wy-plain-list-disc li li, +article ul li li { + list-style: none; +} + +.rst-content .toctree-wrapper>p.caption, +span.caption-text, +h1, +h2, +h3, +h4, +h5, +h6, +legend { + margin-top: 0; + font-weight: 500; + font-family: Manrope, Roboto Slab, ff-tisa-web-pro, Georgia, Arial, sans-serif; + color: var(--scaleout-black); +} + +.rst-content .toctree-wrapper ul li.toctree-l1>a { + font-weight: 500; + text-shadow: 0 0 1px black; +} + + +.btn { + box-shadow: 0 0 6px 0px var(--scaleout-grey-6); + border-color: var(--scaleout-grey-6); + border-radius: 8px; +} + +.btn-neutral { + background: white !important; +} \ No newline at end of file diff --git a/docs/_static/images/scaleout_grey.png b/docs/_static/images/scaleout_grey.png new file mode 100644 index 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insertions(+), 68 deletions(-) create mode 100644 docs/_static/css/elements.css rename docs/_static/css/{custom.css => text.css} (61%) create mode 100644 docs/_static/css/utilities.css diff --git a/docs/_static/css/elements.css b/docs/_static/css/elements.css new file mode 100644 index 000000000..b8e26b2ef --- /dev/null +++ b/docs/_static/css/elements.css @@ -0,0 +1,48 @@ +/* inputs */ + +.wy-side-nav-search input[type=text] { + box-shadow: 0 0 6px 0px var(--scaleout-grey-6); + border-color: var(--scaleout-grey-6); +} + +/* lists */ + +.rst-content .section ul, +.rst-content .toctree-wrapper ul, +.rst-content section ul, +.wy-plain-list-disc, +article ul { + list-style: none; + line-height: 16px; + margin-bottom: 16px; +} + +.rst-content .section ul li, +.rst-content .toctree-wrapper ul li, +.rst-content section ul li, +.wy-plain-list-disc li, +article ul li { + list-style: none; + margin-left: 16px; +} + + +.rst-content .section ul li li, +.rst-content .toctree-wrapper ul li li, +.rst-content section ul li li, +.wy-plain-list-disc li li, +article ul li li { + list-style: none; +} + +/* buttons */ + +.btn { + box-shadow: 0 0 6px 0px var(--scaleout-grey-6); + border-color: var(--scaleout-grey-6); + border-radius: 8px; +} + +.btn-neutral { + background: white !important; +} \ No newline at end of file diff --git a/docs/_static/css/custom.css b/docs/_static/css/text.css similarity index 61% rename from docs/_static/css/custom.css rename to docs/_static/css/text.css index 52908b2bf..2e2d52ab9 100644 --- a/docs/_static/css/custom.css +++ b/docs/_static/css/text.css @@ -32,11 +32,6 @@ body { font-style: normal; } -div.wy-nav-content { - box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; -} - - a { color: var(--scaleout-black); text-decoration: none; @@ -63,58 +58,6 @@ a:visited { color: var(--scaleout-black); } -nav.wy-nav-side { - background-color: var(--scaleout-white); - box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; -} - -div.wy-side-nav-search { - background-color: var(--scaleout-white); -} - -.wy-menu-vertical a { - color: var(--scaleout-black); - display: inline-block; -} - -.wy-menu-vertical a:hover { - background-color: var(--scaleout-white); - cursor: pointer; -} - -.wy-side-nav-search input[type=text] { - box-shadow: 0 0 6px 0px var(--scaleout-grey-6); - border-color: var(--scaleout-grey-6); -} - -.rst-content .section ul, -.rst-content .toctree-wrapper ul, -.rst-content section ul, -.wy-plain-list-disc, -article ul { - list-style: disc; - line-height: 16px; - margin-bottom: 16px; -} - -.rst-content .section ul li, -.rst-content .toctree-wrapper ul li, -.rst-content section ul li, -.wy-plain-list-disc li, -article ul li { - list-style: none; - margin-left: 16px; -} - - -.rst-content .section ul li li, -.rst-content .toctree-wrapper ul li li, -.rst-content section ul li li, -.wy-plain-list-disc li li, -article ul li li { - list-style: none; -} - .rst-content .toctree-wrapper>p.caption, span.caption-text, h1, @@ -130,18 +73,20 @@ legend { color: var(--scaleout-black); } -.rst-content .toctree-wrapper ul li.toctree-l1>a { - font-weight: 500; - text-shadow: 0 0 1px black; +.wy-menu-vertical a:hover { + background-color: var(--scaleout-white); + cursor: pointer; } +.wy-menu-vertical a { + color: var(--scaleout-black); + display: inline-block; +} -.btn { - box-shadow: 0 0 6px 0px var(--scaleout-grey-6); - border-color: var(--scaleout-grey-6); - border-radius: 8px; +.rst-content .toctree-wrapper ul li.toctree-l1>a { + font-weight: 500; } -.btn-neutral { - background: white !important; +.wy-menu-vertical li.current a:hover { + background: var(--scaleout-white); } \ No newline at end of file diff --git a/docs/_static/css/utilities.css b/docs/_static/css/utilities.css new file mode 100644 index 000000000..f303a2a1b --- /dev/null +++ b/docs/_static/css/utilities.css @@ -0,0 +1,50 @@ +div.wy-nav-content { + box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; + max-width: 80%; +} + +nav.wy-nav-side { + background-color: var(--scaleout-white); + background: var(--scaleout-white); + box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; + width: 340px; +} + +div.wy-side-nav-search { + background-color: var(--scaleout-white); + width: 340px; +} + +div.wy-menu-vertical { + width: 340px; +} + +.wy-menu-vertical li.current { + background: var(--scaleout-white); +} + +.wy-menu-vertical li.toctree-l2.current>a { + background: var(--scaleout-white); +} + +.wy-menu-vertical li.toctree-l2.current li.toctree-l3>a { + background: var(--scaleout-white); +} + +.wy-menu-vertical li.current a { + color: var(--scaleout-black); + border: 0; + padding: 0.4045em 2.427em; +} + +.wy-menu-vertical li.toctree-l1.current>a { + border: 0; +} + +div.wy-side-scroll { + width: 340px; +} + +.wy-nav-content-wrap { + margin-left: 340px; +} \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py index 0c582b72d..364aec584 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -53,12 +53,15 @@ htmlhelp_basename = 'fedndocs' # If defined shows an image instead of project name on page top-left (link to index page) -html_logo = '_static/images/scaleout_grey.png' # FEDn logo looks ugly on rtd theme +html_logo = '_static/images/scaleout_grey.png' +# FEDn logo looks ugly on rtd theme # Here we assume that the file is at _static/custom.css html_css_files = [ - 'css/custom.css', + 'css/elements.css', + 'css/text.css', + 'css/utilities.css', ] # LaTeX elements From d9dfcacbc55b341ca27f66008401db6e5e5ef7ca Mon Sep 17 00:00:00 2001 From: Niklas Date: Thu, 21 Mar 2024 15:49:10 +0100 Subject: [PATCH 03/15] links fit content --- docs/_static/css/text.css | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/_static/css/text.css b/docs/_static/css/text.css index 2e2d52ab9..372b06760 100644 --- a/docs/_static/css/text.css +++ b/docs/_static/css/text.css @@ -89,4 +89,8 @@ legend { .wy-menu-vertical li.current a:hover { background: var(--scaleout-white); +} + +a.reference.internal { + width: fit-content; } \ No newline at end of file From 314b1a8553361be0211cf4f2158d51a8df44f7ac Mon Sep 17 00:00:00 2001 From: Niklas Date: Fri, 22 Mar 2024 10:52:32 +0100 Subject: [PATCH 04/15] changed layout --- docs/_static/css/elements.css | 4 ++++ docs/_static/css/text.css | 6 ++++++ docs/index.rst | 12 +++++++++++- 3 files changed, 21 insertions(+), 1 deletion(-) diff --git a/docs/_static/css/elements.css b/docs/_static/css/elements.css index b8e26b2ef..b46e0e534 100644 --- a/docs/_static/css/elements.css +++ b/docs/_static/css/elements.css @@ -45,4 +45,8 @@ article ul li li { .btn-neutral { background: white !important; +} + +.highlight { + background: var(--scaleout-grey-1) !important; } \ No newline at end of file diff --git a/docs/_static/css/text.css b/docs/_static/css/text.css index 372b06760..31cb1aef7 100644 --- a/docs/_static/css/text.css +++ b/docs/_static/css/text.css @@ -38,6 +38,7 @@ a { display: inline-block; } + a::after { content: ''; display: block; @@ -47,6 +48,11 @@ a::after { transition: width .4s; } +.wy-side-scroll a::after { + content: none; + transition: none; +} + a:hover::after, a:focus::after, a.active::after { diff --git a/docs/index.rst b/docs/index.rst index 832be1334..9bdb72ae0 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,14 +1,24 @@ .. toctree:: :maxdepth: 2 - :caption: Table of Contents + :caption: Introduction introduction quickstart + +.. toctree:: + :maxdepth: 2 + :caption: Documentation + apiclient tutorial architecture aggregators helpers + +.. toctree:: + :maxdepth: 2 + :caption: Miscellaneous + faq modules From c3b56804ef2ffa49cb32ea18654dc944c8d88e10 Mon Sep 17 00:00:00 2001 From: Niklas Date: Fri, 22 Mar 2024 11:24:44 +0100 Subject: [PATCH 05/15] apiclient --- docs/apiclient.rst | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/docs/apiclient.rst b/docs/apiclient.rst index 10576710a..29a568477 100644 --- a/docs/apiclient.rst +++ b/docs/apiclient.rst @@ -18,4 +18,23 @@ To initialize the APIClient, you need to provide the hostname and port of the FE from fedn import APIClient client = APIClient("localhost", 8092) +Before you can start training models, you need to set the active package and an initail seed model. The active package can be set using the following code snippet: + +.. code-block:: python + + client.set_active_package(path="path/to/compute_package.zip", helper="numpyhelper") + +To set the initial seed model, you can use the following code snippet: + +.. code-block:: python + + client.set_active_model(path="path/to/seed_model.zip") + +Once the active package and seed model are set, you can connect clients to the network and start training models. The following code snippet initializes a session (training rounds): + +.. code-block:: python + + session = client.start_session(id="session_name") + + For more information on how to use the APIClient, see the :py:mod:`fedn.network.api.client`, and the example `Notebooks `_. From 5fa16d77f847fa49d39c0a7403c7fd876c1e47c5 Mon Sep 17 00:00:00 2001 From: Niklas Date: Fri, 22 Mar 2024 14:06:22 +0100 Subject: [PATCH 06/15] Api client docs updated --- docs/_static/css/text.css | 5 +++++ docs/_static/css/utilities.css | 14 +----------- docs/apiclient.rst | 39 ++++++++++++++++++++++++++++++++++ 3 files changed, 45 insertions(+), 13 deletions(-) diff --git a/docs/_static/css/text.css b/docs/_static/css/text.css index 31cb1aef7..9434755fa 100644 --- a/docs/_static/css/text.css +++ b/docs/_static/css/text.css @@ -99,4 +99,9 @@ legend { a.reference.internal { width: fit-content; +} + +.caption-text { + opacity: 0.5; + font-weight: 900 !important; } \ No newline at end of file diff --git a/docs/_static/css/utilities.css b/docs/_static/css/utilities.css index f303a2a1b..c1f58756d 100644 --- a/docs/_static/css/utilities.css +++ b/docs/_static/css/utilities.css @@ -7,16 +7,12 @@ nav.wy-nav-side { background-color: var(--scaleout-white); background: var(--scaleout-white); box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important; - width: 340px; + } div.wy-side-nav-search { background-color: var(--scaleout-white); - width: 340px; -} -div.wy-menu-vertical { - width: 340px; } .wy-menu-vertical li.current { @@ -39,12 +35,4 @@ div.wy-menu-vertical { .wy-menu-vertical li.toctree-l1.current>a { border: 0; -} - -div.wy-side-scroll { - width: 340px; -} - -.wy-nav-content-wrap { - margin-left: 340px; } \ No newline at end of file diff --git a/docs/apiclient.rst b/docs/apiclient.rst index 29a568477..be39077c8 100644 --- a/docs/apiclient.rst +++ b/docs/apiclient.rst @@ -3,6 +3,8 @@ APIClient FEDn comes with an *APIClient* for interacting with the FEDn network. The APIClient is a Python3 library that can be used to interact with the FEDn network programmatically. +Connect to the network +---------------------- The APIClient is available as a Python package on PyPI, and can be installed using pip: @@ -18,6 +20,9 @@ To initialize the APIClient, you need to provide the hostname and port of the FE from fedn import APIClient client = APIClient("localhost", 8092) +Inital setup +------------ + Before you can start training models, you need to set the active package and an initail seed model. The active package can be set using the following code snippet: .. code-block:: python @@ -30,11 +35,45 @@ To set the initial seed model, you can use the following code snippet: client.set_active_model(path="path/to/seed_model.zip") +Start training +-------------- + Once the active package and seed model are set, you can connect clients to the network and start training models. The following code snippet initializes a session (training rounds): .. code-block:: python session = client.start_session(id="session_name") +List data +--------- + +Other than starting training sessions, the APIClient can be used to get data from the network, such as sessions, models etc. All entities are represented and the all work in a similar fashion. + +* get_*() - (plural) list all entities of a specific type +* get_*(id=) - get a specific entity + +Entities represented in the APIClient are: + +* clients +* combiners +* models +* packages +* rounds +* sessions +* statuses +* validations + +The following code snippet shows how to list all sessions: + +.. code-block:: python + + sessions = client.get_sessions() + +And the following code snippet shows how to get a specific session: + +.. code-block:: python + + session = client.get_session(id="session_name") + For more information on how to use the APIClient, see the :py:mod:`fedn.network.api.client`, and the example `Notebooks `_. 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It provides a user-friendly interface for creating and managing federated learning experiments, monitoring the progress of training, and visualizing the results. + +Getting started +--------------- + +Before you can start using Studio, you will need an account. Head over to `studio.scaleoutsystems.com/signup `_ and sign up today! + +Create a project +---------------- + +Start by creating a new project. A project is a container for your federated learning experiments. You can create multiple projects to organize your experiments. A project can be shared with other users, allowing you to collaborate on experiments. + +1. Click on the "New Project" button in the top right corner of the screen. +2. Continue by clicking the "Create button". The FEDn template contains all the services necessary to start a federation. +3. Enter the project name (mandatory). The project description is optional. +4. Click the "Create" button to create the project. + +Project overview +---------------- + +Once you have created a project, you can find it via the sidebar link Projects. Here you will find the list of all your projects. When inside a project you can see the following tabs in the sidebar: + +1. **Dashboard**: The dashboard provides an overview of the project. The controller and combiner(s) are listed under "Network". This is also where you can find the current FEDn version and get the option to upgrade to a newer version if available +2. **Clients**: management of client configurations and a list of current clients. Observe that this feature does not deploy clients, instead it configures a client config that contains a unique token which is required to connect to the reducer and the combiner +3. **Combiners**: a list of combiners. Observe number of active clients for each combiner +4. **Sessions**: a list of sessions with related models. Configure and start a new session. Upload compute package and seed model, set number of rounds, timeout limit etc +5. **Models**: a list of models generated across sessions +6. **Events**: a log of events from the combiner and the clients of the federated network +7. **Settings**: project settings, including the option to delete the project and give access to other users + +Configure and attach clients +---------------------------- + +This step is very similar to how connecting a client to a local FEDn instance (:doc:`quickstart`). The main difference is that the client needs an authorization token to connect to a federation hosted on FEDn Studio. These are the steps to configure and attach a client to a project: + +In order to generate some data for training, on your local machine, navigate to the mnist-pytorch example: + + +.. code-block:: bash + + cd fedn/examples/mnist-pytorch + +Generate files +~~~~~~~~~~~~~~ + +Run the following commands: + +.. code-block:: bash + + bin/init_venv.sh + bin/get_data + bin/split_data + bin/build.sh + +This commands will generate some training data and two files: package.tgz and seed.npz. The first is a compute package file and the second is a model file that can be used as the inital seed model. (For a more detailed explanation of the commands, see the :doc:`quickstart`) + +Upload files +~~~~~~~~~~~~ + +In the Studio UI, navigate to the project you created and click on the "Sessions" tab. Click on the "New Session" button. Under the Compute package tab, select a name and upload the generated package file. Under the Seed model tab upload the generated seed file: + +.. image:: img/upload_package.png + +Connect client +~~~~~~~~~~~~~~ + +Navigate to clients and click on the "Download config" button. This downloads a client config file. Place this file in the mnist-pytorch directory on your local machine. Rename the file to client.yaml. Then edit it to set the name of the client. + +Later, in Studio, click on the "Connect client" button. +This will diplay the the docker command to attach the client. Run the command from the mnist-pytorch directory on your local machine. The command should look similar to this (please note that the version number may differ and should correspond to the FEDn version used in the project): + +.. code-block:: bash + + docker run \ + -v $PWD/client.yaml:/app/client.yaml \ + -v $PWD/data/clients/1:/var/data \ + -e ENTRYPOINT_OPTS=--data_path=/var/data/mnist.pt \ + ghcr.io/scaleoutsystems/fedn/fedn:0.9.0-mnist-pytorch run client --secure=True --force-ssl -in client.yaml + +If the client is successfully connected, you should see the client listed in the "Clients log" list. + +Start a session +--------------- + +In Studio click on the Sessions link, then the "New session" button in the upper right corner. Click the Start session tab and enter your desirable settings (or use default) and hit the "Start run" button. In the terminal where your are running your client you should now see some activity. When the round is completed you can see the results in the FEDn Studio ui. + + + From e5bc63472163779ec98d516f3208456cb463be72 Mon Sep 17 00:00:00 2001 From: Niklas Date: Mon, 25 Mar 2024 14:01:12 +0100 Subject: [PATCH 08/15] added favicon --- docs/_static/css/elements.css | 4 ++++ docs/_static/css/text.css | 7 ++++++- docs/conf.py | 1 + docs/favicon.png | Bin 0 -> 643 bytes docs/img/studio_project_overview.png | Bin 0 -> 210097 bytes docs/introduction.rst | 2 +- docs/studio.rst | 5 ++++- 7 files changed, 16 insertions(+), 3 deletions(-) create mode 100644 docs/favicon.png create mode 100644 docs/img/studio_project_overview.png diff --git a/docs/_static/css/elements.css b/docs/_static/css/elements.css index b46e0e534..61f24c6c2 100644 --- a/docs/_static/css/elements.css +++ b/docs/_static/css/elements.css @@ -49,4 +49,8 @@ article ul li li { .highlight { background: var(--scaleout-grey-1) !important; +} + +img { + box-shadow: 0 0 6px 0px var(--scaleout-grey-6); } \ No newline at end of file diff --git a/docs/_static/css/text.css b/docs/_static/css/text.css index 9434755fa..83f04637d 100644 --- a/docs/_static/css/text.css +++ b/docs/_static/css/text.css @@ -48,7 +48,8 @@ a::after { transition: width .4s; } -.wy-side-scroll a::after { +.wy-side-scroll a::after, +a.image-reference::after { content: none; transition: none; } @@ -104,4 +105,8 @@ a.reference.internal { .caption-text { opacity: 0.5; font-weight: 900 !important; +} + +.wy-menu-vertical li.toctree-l3.current li.toctree-l4>a { + background: none !important; } \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py index 364aec584..7671b7768 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -56,6 +56,7 @@ html_logo = '_static/images/scaleout_grey.png' # FEDn logo looks ugly on rtd theme +html_favicon = 'favicon.png' # Here we assume that the file is at _static/custom.css html_css_files = [ diff --git a/docs/favicon.png b/docs/favicon.png new file mode 100644 index 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It provides a user-friendly interface for creating and managing federated learning experiments, monitoring the progress of training, and visualizing the results. +FEDn Studio is a web-based tool for managing and monitoring federated learning experiments. It provides a user-friendly interface for monitoring the progress of training and visualizing the results. Getting started --------------- @@ -11,7 +11,7 @@ Before you can start using Studio, you will need an account. Head over to `studi Create a project ---------------- -Start by creating a new project. A project is a container for your federated learning experiments. You can create multiple projects to organize your experiments. A project can be shared with other users, allowing you to collaborate on experiments. +Start by creating a new project. A project can be used to organize your work. It can be shared with other users, allowing you to collaborate on experiments. 1. Click on the "New Project" button in the top right corner of the screen. 2. Continue by clicking the "Create button". The FEDn template contains all the services necessary to start a federation. @@ -37,9 +37,9 @@ Once you have created a project, you can find it via the sidebar link Projects. Configure and attach clients ---------------------------- -This step is very similar to how connecting a client to a local FEDn instance (:doc:`quickstart`). The main difference is that the client needs an authorization token to connect to a federation hosted on FEDn Studio. These are the steps to configure and attach a client to a project: +This step is very similar to how a client is connected to a local FEDn instance (:doc:`quickstart`). The main difference is that the client needs an authorization token to connect to a federation hosted on FEDn Studio. These are the steps to configure and attach a client to a project: -In order to generate some data for training, on your local machine, navigate to the mnist-pytorch example: +In order to set up the local environment and configure local client data access, on your local machine, navigate to the mnist-pytorch example: .. code-block:: bash @@ -58,7 +58,7 @@ Run the following commands: bin/split_data bin/build.sh -This commands will generate some training data and two files: package.tgz and seed.npz. The first is a compute package file and the second is a model file that can be used as the inital seed model. (For a more detailed explanation of the commands, see the :doc:`quickstart`) +These commands will generate training data and two files: package.tgz and seed.npz. The first is a compute package file and the second is a model file that can be used as the inital seed model. (For a more detailed explanation of the commands, see the :doc:`quickstart`) Upload files ~~~~~~~~~~~~ From 45b24dc818cb7a8dfd070d5c5245ebd6c0bc365d Mon Sep 17 00:00:00 2001 From: Niklas Date: Wed, 3 Apr 2024 11:50:44 +0200 Subject: [PATCH 11/15] update from comments --- docs/apiclient.rst | 16 +++++++++------- docs/studio.rst | 24 +++++++++++------------- 2 files changed, 20 insertions(+), 20 deletions(-) diff --git a/docs/apiclient.rst b/docs/apiclient.rst index be39077c8..6fc9b2f58 100644 --- a/docs/apiclient.rst +++ b/docs/apiclient.rst @@ -3,8 +3,8 @@ APIClient FEDn comes with an *APIClient* for interacting with the FEDn network. The APIClient is a Python3 library that can be used to interact with the FEDn network programmatically. -Connect to the network ----------------------- +Installation +------------ The APIClient is available as a Python package on PyPI, and can be installed using pip: @@ -12,6 +12,8 @@ The APIClient is available as a Python package on PyPI, and can be installed usi $ pip install fedn +Initialize the APIClient +------------------------ To initialize the APIClient, you need to provide the hostname and port of the FEDn API server. The default port is 8092. The following code snippet shows how to initialize the APIClient: @@ -20,20 +22,20 @@ To initialize the APIClient, you need to provide the hostname and port of the FE from fedn import APIClient client = APIClient("localhost", 8092) -Inital setup ------------- +Set active package and seed model +--------------------------------- -Before you can start training models, you need to set the active package and an initail seed model. The active package can be set using the following code snippet: +The active package can be set using the following code snippet: .. code-block:: python - client.set_active_package(path="path/to/compute_package.zip", helper="numpyhelper") + client.set_active_package(path="path/to/package.tgz", helper="numpyhelper") To set the initial seed model, you can use the following code snippet: .. code-block:: python - client.set_active_model(path="path/to/seed_model.zip") + client.set_active_model(path="path/to/seed.npz") Start training -------------- diff --git a/docs/studio.rst b/docs/studio.rst index e2a292a70..5e1620afc 100644 --- a/docs/studio.rst +++ b/docs/studio.rst @@ -6,7 +6,7 @@ FEDn Studio is a web-based tool for managing and monitoring federated learning e Getting started --------------- -Before you can start using Studio, you will need an account. Head over to `studio.scaleoutsystems.com/signup `_ and sign up today! +Before you can start using Studio, you will need an account. Head over to `studio.scaleoutsystems.com/signup `_ and sign up. Create a project ---------------- @@ -23,21 +23,19 @@ Project overview Once you have created a project, you can find it via the sidebar link Projects. Here you will find the list of all your projects. When inside a project you can see the following tabs in the sidebar: -1. **Dashboard**: The dashboard provides an overview of the project. The controller and combiner(s) are listed under "Network". This is also where you can find the current FEDn version and get the option to upgrade to a newer version if available -2. **Clients**: management of client configurations and a list of current clients. Observe that this feature does not deploy clients, instead it configures a client config that contains a unique token which is required to connect to the reducer and the combiner -3. **Combiners**: a list of combiners. Observe number of active clients for each combiner -4. **Sessions**: a list of sessions with related models. Configure and start a new session. Upload compute package and seed model, set number of rounds, timeout limit etc -5. **Models**: a list of models generated across sessions -6. **Events**: a log of events from the combiner and the clients of the federated network -7. **Settings**: project settings, including the option to delete the project and give access to other users +1. **Dashboard**: The dashboard provides an overview of the project. The controller and combiner(s) are listed under "Network". This is also where you can find the current FEDn version and get the option to upgrade to a newer version if available. +2. **Clients**: management of client configurations and a list of current clients. Observe that this feature does not deploy clients, instead it configures a client config that contains a unique token which is required to connect to the reducer and the combiner. +3. **Combiners**: a list of combiners. Observe number of active clients for each combiner. +4. **Sessions**: a list of sessions with related models. Configure and start a new session. Upload compute package and seed model, set number of rounds, timeout limit etc. +5. **Models**: a list of models generated across sessions. +6. **Events**: a log of events from the combiner and the clients of the federated network. +7. **Settings**: project settings, including the option to delete the project and give access to other users. .. image:: img/studio_project_overview.png -Configure and attach clients ----------------------------- - -This step is very similar to how a client is connected to a local FEDn instance (:doc:`quickstart`). The main difference is that the client needs an authorization token to connect to a federation hosted on FEDn Studio. These are the steps to configure and attach a client to a project: +Initialize the project with a compute package and a seed model +-------------------------------------------------------------- In order to set up the local environment and configure local client data access, on your local machine, navigate to the mnist-pytorch example: @@ -68,7 +66,7 @@ In the Studio UI, navigate to the project you created and click on the "Sessions .. image:: img/upload_package.png Connect client -~~~~~~~~~~~~~~ +-------------- Navigate to clients and click on the "Download config" button. This downloads a client config file. Place this file in the mnist-pytorch directory on your local machine. Rename the file to client.yaml. Then edit it to set the name of the client. From dca90125b30146caff3599f0ddb11ccc09fb6acf Mon Sep 17 00:00:00 2001 From: Niklas Date: Wed, 3 Apr 2024 14:49:34 +0200 Subject: [PATCH 12/15] studio docs update --- docs/studio.rst | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/studio.rst b/docs/studio.rst index 5e1620afc..dd3e201b2 100644 --- a/docs/studio.rst +++ b/docs/studio.rst @@ -1,7 +1,9 @@ Studio =============== -FEDn Studio is a web-based tool for managing and monitoring federated learning experiments. It provides a user-friendly interface for monitoring the progress of training and visualizing the results. +FEDn Studio is a web-based tool for managing and monitoring federated learning experiments. It provides a user-friendly interface for monitoring the progress of training and visualizing the results. The FEDn Studio is available as a SaaS at `studio.scaleoutsystems.com `_ . It is free for development, testing and research (one project per user, backend compute resources sized for dev/test). + +Scaleout can also support users to scale up experiments and demonstrators on Studio, by granting custom resource quotas. Additonally, charts are available for self-managed deployment on-premise or in your cloud VPC (all major cloud providers). Contact the Scaleout team for more information. Getting started --------------- From 9524a0cfa072db8440ef48e51ad8927433b39e2c Mon Sep 17 00:00:00 2001 From: Niklas Date: Wed, 3 Apr 2024 14:51:27 +0200 Subject: [PATCH 13/15] start training session --- docs/apiclient.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/apiclient.rst b/docs/apiclient.rst index 6fc9b2f58..8b937d6d8 100644 --- a/docs/apiclient.rst +++ b/docs/apiclient.rst @@ -37,8 +37,8 @@ To set the initial seed model, you can use the following code snippet: client.set_active_model(path="path/to/seed.npz") -Start training --------------- +Start training session +---------------------- Once the active package and seed model are set, you can connect clients to the network and start training models. The following code snippet initializes a session (training rounds): From 9aa1e1752f27117244166a7e37317a8fff501bf8 Mon Sep 17 00:00:00 2001 From: Niklas Date: Wed, 3 Apr 2024 14:59:48 +0200 Subject: [PATCH 14/15] correct spelling --- docs/apiclient.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/apiclient.rst b/docs/apiclient.rst index 8b937d6d8..386e4320b 100644 --- a/docs/apiclient.rst +++ b/docs/apiclient.rst @@ -49,7 +49,7 @@ Once the active package and seed model are set, you can connect clients to the n List data --------- -Other than starting training sessions, the APIClient can be used to get data from the network, such as sessions, models etc. All entities are represented and the all work in a similar fashion. +Other than starting training sessions, the APIClient can be used to get data from the network, such as sessions, models etc. All entities are represented and they all work in a similar fashion. * get_*() - (plural) list all entities of a specific type * get_*(id=) - get a specific entity From 0d542910a2a6a87ce924df21d6d2f5c0d3a6d361 Mon Sep 17 00:00:00 2001 From: Andreas Hellander Date: Thu, 4 Apr 2024 09:39:13 +0200 Subject: [PATCH 15/15] Update studio.rst --- docs/studio.rst | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/docs/studio.rst b/docs/studio.rst index dd3e201b2..03ed9628a 100644 --- a/docs/studio.rst +++ b/docs/studio.rst @@ -1,7 +1,7 @@ Studio =============== -FEDn Studio is a web-based tool for managing and monitoring federated learning experiments. It provides a user-friendly interface for monitoring the progress of training and visualizing the results. The FEDn Studio is available as a SaaS at `studio.scaleoutsystems.com `_ . It is free for development, testing and research (one project per user, backend compute resources sized for dev/test). +FEDn Studio is a web-based tool for managing and monitoring federated learning experiments. It provides the FEDn network as a managed service, as well as a user-friendly interface for monitoring the progress of training and visualizing the results. FEDn Studio is available as a SaaS at `studio.scaleoutsystems.com `_ . It is free for development, testing and research (one project per user, backend compute resources sized for dev/test). Scaleout can also support users to scale up experiments and demonstrators on Studio, by granting custom resource quotas. Additonally, charts are available for self-managed deployment on-premise or in your cloud VPC (all major cloud providers). Contact the Scaleout team for more information. @@ -25,13 +25,13 @@ Project overview Once you have created a project, you can find it via the sidebar link Projects. Here you will find the list of all your projects. When inside a project you can see the following tabs in the sidebar: -1. **Dashboard**: The dashboard provides an overview of the project. The controller and combiner(s) are listed under "Network". This is also where you can find the current FEDn version and get the option to upgrade to a newer version if available. +1. **Dashboard**: The dashboard provides an overview of the project. The controller and combiner(s) are listed under "Network". This is also where you can find the current FEDn version and have the option to upgrade to a newer version if available. 2. **Clients**: management of client configurations and a list of current clients. Observe that this feature does not deploy clients, instead it configures a client config that contains a unique token which is required to connect to the reducer and the combiner. 3. **Combiners**: a list of combiners. Observe number of active clients for each combiner. 4. **Sessions**: a list of sessions with related models. Configure and start a new session. Upload compute package and seed model, set number of rounds, timeout limit etc. -5. **Models**: a list of models generated across sessions. +5. **Models**: a list of models generated across sessions, and dahsboards for visualizing training progress. 6. **Events**: a log of events from the combiner and the clients of the federated network. -7. **Settings**: project settings, including the option to delete the project and give access to other users. +7. **Settings**: project settings, including the option to give access to other users and to delete the project. .. image:: img/studio_project_overview.png @@ -58,7 +58,7 @@ Run the following commands: bin/split_data bin/build.sh -These commands will generate training data and two files: package.tgz and seed.npz. The first is a compute package file and the second is a model file that can be used as the inital seed model. (For a more detailed explanation of the commands, see the :doc:`quickstart`) +These commands will generate training data and two files: package.tgz and seed.npz. The first is a compute package file and the second is a model file that can be used as the inital seed model. For a more detailed explaination of the commands, see the :doc:`quickstart`. Upload files ~~~~~~~~~~~~ @@ -67,13 +67,13 @@ In the Studio UI, navigate to the project you created and click on the "Sessions .. image:: img/upload_package.png -Connect client --------------- +Connect a client +---------------- -Navigate to clients and click on the "Download config" button. This downloads a client config file. Place this file in the mnist-pytorch directory on your local machine. Rename the file to client.yaml. Then edit it to set the name of the client. +Navigate to "Clients" and click on the "Download config" button. This downloads a client config file. Place this file in the mnist-pytorch directory on your local machine. Rename the file to client.yaml. Then edit it to set the name of the client. -Later, in Studio, click on the "Connect client" button. -This will diplay the the docker command to attach the client. Run the command from the mnist-pytorch directory on your local machine. The command should look similar to this (please note that the version number may differ and should correspond to the FEDn version used in the project): +In Studio, click on the "Connect client" button. +This will diplay the the docker command to attach the client. Run the command from the mnist-pytorch directory on your local machine. The command should look similar to this. Please note that the version number of the docker image may differ and should correspond to the FEDn version used in the project (for example, to use FEDn 0.9.0 replace 'ghcr.io/scaleoutsystems/fedn/fedn:master-mnist-pytorch' with 'ghcr.io/scaleoutsystems/fedn/fedn:0.9.0-mnist-pytorch'): .. code-block:: bash @@ -88,7 +88,7 @@ If the client is successfully connected, you should see the client listed in the Start a session --------------- -In Studio click on the Sessions link, then the "New session" button in the upper right corner. Click the Start session tab and enter your desirable settings (or use default) and hit the "Start run" button. In the terminal where your are running your client you should now see some activity. When the round is completed you can see the results in the FEDn Studio ui. +In Studio click on the "Sessions" link, then the "New session" button in the upper right corner. Click the Start session tab and enter your desirable settings (or use default) and hit the "Start run" button. In the terminal where your are running your client you should now see some activity. When the round is completed you can see the results in the FEDn Studio UI on the "Models" page.