From e4df1549359dfe706979f30def6ad2a83486ebc4 Mon Sep 17 00:00:00 2001
From: viktorvaladi <viktor.valadi@hotmail.se>
Date: Tue, 26 Mar 2024 12:52:40 +0100
Subject: [PATCH] readme fix

---
 examples/flower-client/README.rst | 40 +++++++++++++++----------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/examples/flower-client/README.rst b/examples/flower-client/README.rst
index 4157c4eac..4deb1788b 100644
--- a/examples/flower-client/README.rst
+++ b/examples/flower-client/README.rst
@@ -1,14 +1,14 @@
 Using Flower clients in FEDn
--------------
+============================
 
 This example shows how to run a Flower 'ClientApp' using the FEDn server-side infrastructure.
 
 See `flwr_client.py` and `flwr_task.py` for the Flower client code. The FEDn compute package is complemented
 with an adapter for the Flower client, `client_app_adapter.py`.
-   
+
 
 Running the example
------------
+-------------------
 
 See `https://fedn.readthedocs.io/en/stable/quickstart.html` for a general introduction to FEDn. This example follows the same structure
 as the pytorch quickstart example. To build the compute package and seed model: 
@@ -30,8 +30,24 @@ Build a docker image containing the project dependencies including flower (this
 In a separate terminal, navigate to this folder, then start a client and inject the `CLIENT_NUMBER` 
 dependency, for example for client1:
 
+
+If you are using a FEDn Studio project:
+---------------------------------------
+
+- Register a client in Studio and obtain the corresponding 'client.yaml' 
+
+Then start the client: 
+
+.. code-block::
+
+   docker run \
+   -v $PWD/client.yaml:/app/client.yaml \
+   -e CLIENT_NUMBER=0 \
+   flower-client run client -in client.yaml --secure=True --force-ssl
+
+
 If you are running FEDn locally using the provided docker-compose template:
-=====
+---------------------------------------------------------------------------
 
 Use the FEDn API Client to initalize FEDn with the compute package and seed model: 
 
@@ -56,19 +72,3 @@ The start the client
    --network=fedn_default \
    -e CLIENT_NUMBER=0 \
    flower-client run client -in client.yaml --name client1
-
-
-If you are using a FEDn Studio project:
-=====
-
-- Register a client in Studio and obtain the corresponding 'client.yaml' 
-
-Then start the client: 
-
-.. code-block::
-
-   docker run \
-   -v $PWD/client.yaml:/app/client.yaml \
-   -e CLIENT_NUMBER=0 \
-   flower-client run client -in client.yaml --secure=True --force-ssl
-